[{"author":[{"last_name":"Mesch","full_name":"Mesch, Christina M.","first_name":"Christina M."},{"last_name":"Stimming","full_name":"Stimming, Madlen","first_name":"Madlen"},{"last_name":"Foterek","full_name":"Foterek, Kristina","first_name":"Kristina"},{"first_name":"Annett","full_name":"Hilbig, Annett","last_name":"Hilbig"},{"full_name":"Alexy, Ute","last_name":"Alexy","first_name":"Ute"},{"full_name":"Kersting, Mathilde","last_name":"Kersting","first_name":"Mathilde"},{"orcid":"0000-0003-1603-3133","last_name":"Libuda","full_name":"Libuda, Lars","id":"88682","first_name":"Lars"}],"date_created":"2021-11-02T20:21:10Z","date_updated":"2022-01-06T06:57:33Z","doi":"10.1016/j.appet.2014.01.074","title":"Food variety in commercial and homemade complementary meals for infants in Germany. Market survey and dietary practice","publication_identifier":{"issn":["0195-6663"]},"publication_status":"published","page":"113-119","citation":{"ama":"Mesch CM, Stimming M, Foterek K, et al. Food variety in commercial and homemade complementary meals for infants in Germany. Market survey and dietary practice. <i>Appetite</i>. Published online 2014:113-119. doi:<a href=\"https://doi.org/10.1016/j.appet.2014.01.074\">10.1016/j.appet.2014.01.074</a>","chicago":"Mesch, Christina M., Madlen Stimming, Kristina Foterek, Annett Hilbig, Ute Alexy, Mathilde Kersting, and Lars Libuda. “Food Variety in Commercial and Homemade Complementary Meals for Infants in Germany. Market Survey and Dietary Practice.” <i>Appetite</i>, 2014, 113–19. <a href=\"https://doi.org/10.1016/j.appet.2014.01.074\">https://doi.org/10.1016/j.appet.2014.01.074</a>.","ieee":"C. M. Mesch <i>et al.</i>, “Food variety in commercial and homemade complementary meals for infants in Germany. Market survey and dietary practice,” <i>Appetite</i>, pp. 113–119, 2014, doi: <a href=\"https://doi.org/10.1016/j.appet.2014.01.074\">10.1016/j.appet.2014.01.074</a>.","mla":"Mesch, Christina M., et al. “Food Variety in Commercial and Homemade Complementary Meals for Infants in Germany. Market Survey and Dietary Practice.” <i>Appetite</i>, 2014, pp. 113–19, doi:<a href=\"https://doi.org/10.1016/j.appet.2014.01.074\">10.1016/j.appet.2014.01.074</a>.","bibtex":"@article{Mesch_Stimming_Foterek_Hilbig_Alexy_Kersting_Libuda_2014, title={Food variety in commercial and homemade complementary meals for infants in Germany. Market survey and dietary practice}, DOI={<a href=\"https://doi.org/10.1016/j.appet.2014.01.074\">10.1016/j.appet.2014.01.074</a>}, journal={Appetite}, author={Mesch, Christina M. and Stimming, Madlen and Foterek, Kristina and Hilbig, Annett and Alexy, Ute and Kersting, Mathilde and Libuda, Lars}, year={2014}, pages={113–119} }","short":"C.M. Mesch, M. Stimming, K. Foterek, A. Hilbig, U. Alexy, M. Kersting, L. Libuda, Appetite (2014) 113–119.","apa":"Mesch, C. M., Stimming, M., Foterek, K., Hilbig, A., Alexy, U., Kersting, M., &#38; Libuda, L. (2014). Food variety in commercial and homemade complementary meals for infants in Germany. Market survey and dietary practice. <i>Appetite</i>, 113–119. <a href=\"https://doi.org/10.1016/j.appet.2014.01.074\">https://doi.org/10.1016/j.appet.2014.01.074</a>"},"year":"2014","department":[{"_id":"35"},{"_id":"22"},{"_id":"395"}],"user_id":"49428","_id":"27060","language":[{"iso":"eng"}],"publication":"Appetite","type":"journal_article","status":"public"},{"year":"2014","citation":{"apa":"Riedel, C., von Kries, R., Buyken, A., Diethelm, K., Keil, T., Grabenhenrich, L., Müller, M. J., &#38; Plachta-Danielzik, S. (2014). Overweight in Adolescence Can Be Predicted at Age 6 Years: A CART Analysis in German Cohorts. <i>PLoS ONE</i>, Article e93581. <a href=\"https://doi.org/10.1371/journal.pone.0093581\">https://doi.org/10.1371/journal.pone.0093581</a>","bibtex":"@article{Riedel_von Kries_Buyken_Diethelm_Keil_Grabenhenrich_Müller_Plachta-Danielzik_2014, title={Overweight in Adolescence Can Be Predicted at Age 6 Years: A CART Analysis in German Cohorts}, DOI={<a href=\"https://doi.org/10.1371/journal.pone.0093581\">10.1371/journal.pone.0093581</a>}, number={e93581}, journal={PLoS ONE}, author={Riedel, Christina and von Kries, Rüdiger and Buyken, Anette and Diethelm, Katharina and Keil, Thomas and Grabenhenrich, Linus and Müller, Manfred J. and Plachta-Danielzik, Sandra}, year={2014} }","mla":"Riedel, Christina, et al. “Overweight in Adolescence Can Be Predicted at Age 6 Years: A CART Analysis in German Cohorts.” <i>PLoS ONE</i>, e93581, 2014, doi:<a href=\"https://doi.org/10.1371/journal.pone.0093581\">10.1371/journal.pone.0093581</a>.","short":"C. Riedel, R. von Kries, A. Buyken, K. Diethelm, T. Keil, L. Grabenhenrich, M.J. Müller, S. Plachta-Danielzik, PLoS ONE (2014).","ama":"Riedel C, von Kries R, Buyken A, et al. Overweight in Adolescence Can Be Predicted at Age 6 Years: A CART Analysis in German Cohorts. <i>PLoS ONE</i>. Published online 2014. doi:<a href=\"https://doi.org/10.1371/journal.pone.0093581\">10.1371/journal.pone.0093581</a>","chicago":"Riedel, Christina, Rüdiger von Kries, Anette Buyken, Katharina Diethelm, Thomas Keil, Linus Grabenhenrich, Manfred J. Müller, and Sandra Plachta-Danielzik. “Overweight in Adolescence Can Be Predicted at Age 6 Years: A CART Analysis in German Cohorts.” <i>PLoS ONE</i>, 2014. <a href=\"https://doi.org/10.1371/journal.pone.0093581\">https://doi.org/10.1371/journal.pone.0093581</a>.","ieee":"C. Riedel <i>et al.</i>, “Overweight in Adolescence Can Be Predicted at Age 6 Years: A CART Analysis in German Cohorts,” <i>PLoS ONE</i>, Art. no. e93581, 2014, doi: <a href=\"https://doi.org/10.1371/journal.pone.0093581\">10.1371/journal.pone.0093581</a>."},"publication_identifier":{"issn":["1932-6203"]},"publication_status":"published","title":"Overweight in Adolescence Can Be Predicted at Age 6 Years: A CART Analysis in German Cohorts","doi":"10.1371/journal.pone.0093581","date_updated":"2022-01-06T06:57:44Z","date_created":"2021-11-23T16:57:26Z","author":[{"full_name":"Riedel, Christina","last_name":"Riedel","first_name":"Christina"},{"full_name":"von Kries, Rüdiger","last_name":"von Kries","first_name":"Rüdiger"},{"full_name":"Buyken, Anette","id":"65985","last_name":"Buyken","first_name":"Anette"},{"first_name":"Katharina","last_name":"Diethelm","full_name":"Diethelm, Katharina"},{"first_name":"Thomas","last_name":"Keil","full_name":"Keil, Thomas"},{"full_name":"Grabenhenrich, Linus","last_name":"Grabenhenrich","first_name":"Linus"},{"full_name":"Müller, Manfred J.","last_name":"Müller","first_name":"Manfred J."},{"full_name":"Plachta-Danielzik, Sandra","last_name":"Plachta-Danielzik","first_name":"Sandra"}],"status":"public","publication":"PLoS ONE","type":"journal_article","article_number":"e93581","language":[{"iso":"eng"}],"_id":"27768","department":[{"_id":"17"},{"_id":"22"},{"_id":"571"}],"user_id":"61597"},{"conference":{"location":"Savannah, GA, USA","end_date":"2014-12-10","start_date":"2014-12-07","name":"2014 Winter Simulation Conference (WSC '14)"},"doi":"10.1109/WSC.2014.7020175","author":[{"first_name":"Thomas","last_name":"Gutfeld","full_name":"Gutfeld, Thomas"},{"last_name":"Jessen","full_name":"Jessen, Ulrich","first_name":"Ulrich"},{"first_name":"Sigrid","full_name":"Wenzel, Sigrid","last_name":"Wenzel"},{"first_name":"Jens","last_name":"Weber","full_name":"Weber, Jens"}],"date_updated":"2022-01-06T06:51:00Z","citation":{"apa":"Gutfeld, T., Jessen, U., Wenzel, S., &#38; Weber, J. (2014). A Technical Concept for Plant Engineering by Simulation-Based and Logistic-Integrated Project Management. In A. Tolk, S. Y. Diallo, I. O. Ryzhov, L. Yilmaz, S. J. Buckley, &#38; J. A. Miller (Eds.), <i>Proceedings of the 2014 Winter Simulation Conference</i> (pp. 3423–3434). Piscataway, NJ: IEEE Press. <a href=\"https://doi.org/10.1109/WSC.2014.7020175\">https://doi.org/10.1109/WSC.2014.7020175</a>","mla":"Gutfeld, Thomas, et al. “A Technical Concept for Plant Engineering by Simulation-Based and Logistic-Integrated Project Management.” <i>Proceedings of the 2014 Winter Simulation Conference</i>, edited by Andreas  Tolk et al., IEEE Press, 2014, pp. 3423–34, doi:<a href=\"https://doi.org/10.1109/WSC.2014.7020175\">10.1109/WSC.2014.7020175</a>.","bibtex":"@inproceedings{Gutfeld_Jessen_Wenzel_Weber_2014, place={Piscataway, NJ}, title={A Technical Concept for Plant Engineering by Simulation-Based and Logistic-Integrated Project Management}, DOI={<a href=\"https://doi.org/10.1109/WSC.2014.7020175\">10.1109/WSC.2014.7020175</a>}, booktitle={Proceedings of the 2014 Winter Simulation Conference}, publisher={IEEE Press}, author={Gutfeld, Thomas and Jessen, Ulrich and Wenzel, Sigrid and Weber, Jens}, editor={Tolk, Andreas  and Diallo, Saikou Y. and Ryzhov, Ilya O. and Yilmaz, Levent and Buckley, Stephen J. and Miller, John A.Editors}, year={2014}, pages={3423–3434} }","short":"T. Gutfeld, U. Jessen, S. Wenzel, J. Weber, in: A. Tolk, S.Y. Diallo, I.O. Ryzhov, L. Yilmaz, S.J. Buckley, J.A. Miller (Eds.), Proceedings of the 2014 Winter Simulation Conference, IEEE Press, Piscataway, NJ, 2014, pp. 3423–3434.","ama":"Gutfeld T, Jessen U, Wenzel S, Weber J. A Technical Concept for Plant Engineering by Simulation-Based and Logistic-Integrated Project Management. In: Tolk A, Diallo SY, Ryzhov IO, Yilmaz L, Buckley SJ, Miller JA, eds. <i>Proceedings of the 2014 Winter Simulation Conference</i>. Piscataway, NJ: IEEE Press; 2014:3423-3434. doi:<a href=\"https://doi.org/10.1109/WSC.2014.7020175\">10.1109/WSC.2014.7020175</a>","chicago":"Gutfeld, Thomas, Ulrich Jessen, Sigrid Wenzel, and Jens Weber. “A Technical Concept for Plant Engineering by Simulation-Based and Logistic-Integrated Project Management.” In <i>Proceedings of the 2014 Winter Simulation Conference</i>, edited by Andreas  Tolk, Saikou Y. Diallo, Ilya O. Ryzhov, Levent Yilmaz, Stephen J. Buckley, and John A. Miller, 3423–34. Piscataway, NJ: IEEE Press, 2014. <a href=\"https://doi.org/10.1109/WSC.2014.7020175\">https://doi.org/10.1109/WSC.2014.7020175</a>.","ieee":"T. Gutfeld, U. Jessen, S. Wenzel, and J. Weber, “A Technical Concept for Plant Engineering by Simulation-Based and Logistic-Integrated Project Management,” in <i>Proceedings of the 2014 Winter Simulation Conference</i>, Savannah, GA, USA, 2014, pp. 3423–3434."},"page":"3423-3434","place":"Piscataway, NJ","publication_status":"published","publication_identifier":{"isbn":["9781479974863"]},"user_id":"13929","department":[{"_id":"36"},{"_id":"1"},{"_id":"579"}],"_id":"1140","status":"public","editor":[{"first_name":"Andreas ","full_name":"Tolk, Andreas ","last_name":"Tolk"},{"first_name":"Saikou Y.","full_name":"Diallo, Saikou Y.","last_name":"Diallo"},{"first_name":"Ilya O.","full_name":"Ryzhov, Ilya O.","last_name":"Ryzhov"},{"last_name":"Yilmaz","full_name":"Yilmaz, Levent","first_name":"Levent"},{"last_name":"Buckley","full_name":"Buckley, Stephen J.","first_name":"Stephen J."},{"first_name":"John A.","last_name":"Miller","full_name":"Miller, John A."}],"type":"conference","title":"A Technical Concept for Plant Engineering by Simulation-Based and Logistic-Integrated Project Management","date_created":"2018-01-31T09:14:56Z","publisher":"IEEE Press","year":"2014","language":[{"iso":"eng"}],"abstract":[{"text":"Customized planning, engineering and build-up of factory plants are very complex tasks, where project management contains lots of risks and uncertainties. Existing simulation techniques could help massively to evaluate these uncertainties and achieve improved and at least more robust plans during project management, but are typically not applied in industry, especially at SMEs (small and medium-sized enterprises). This paper presents some results of the joint research project simject of the Universities of Paderborn and Kassel, which aims at the development of a demonstrator for a simulation-based and logistic-integrated project planning and scheduling. Based on the researched state-of-the-art, requirements and a planning process are derived and described, as well as a draft of the current technical infrastructure of the intended modular prototype. First plug-ins for project simulation and multi-project optimization are implemented and already show possible benefits for the project management process.","lang":"eng"}],"publication":"Proceedings of the 2014 Winter Simulation Conference"},{"publication_identifier":{"isbn":["978-3-319-09063-4"]},"year":"2014","page":"233-243","citation":{"chicago":"Steinle, Tobias, Jadran Vrabec, and Andrea Walther. “Numerical Simulation of the Damping Behavior of Particle-Filled Hollow Spheres.” In <i>Proc. Modeling, Simulation and Optimization of Complex Processes (HPSC)</i>, edited by Hans Georg Bock, Xuan Phu Hoang, Rolf Rannacher, and Johannes P. Schlöder, 233–43. Springer International Publishing, 2014. <a href=\"https://doi.org/10.1007/978-3-319-09063-4_19\">https://doi.org/10.1007/978-3-319-09063-4_19</a>.","ieee":"T. Steinle, J. Vrabec, and A. Walther, “Numerical Simulation of the Damping Behavior of Particle-Filled Hollow Spheres,” in <i>Proc. Modeling, Simulation and Optimization of Complex Processes (HPSC)</i>, 2014, pp. 233–243.","ama":"Steinle T, Vrabec J, Walther A. Numerical Simulation of the Damping Behavior of Particle-Filled Hollow Spheres. In: Bock HG, Hoang XP, Rannacher R, Schlöder JP, eds. <i>Proc. Modeling, Simulation and Optimization of Complex Processes (HPSC)</i>. Springer International Publishing; 2014:233-243. doi:<a href=\"https://doi.org/10.1007/978-3-319-09063-4_19\">10.1007/978-3-319-09063-4_19</a>","apa":"Steinle, T., Vrabec, J., &#38; Walther, A. (2014). Numerical Simulation of the Damping Behavior of Particle-Filled Hollow Spheres. In H. G. Bock, X. P. Hoang, R. Rannacher, &#38; J. P. Schlöder (Eds.), <i>Proc. Modeling, Simulation and Optimization of Complex Processes (HPSC)</i> (pp. 233–243). Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-319-09063-4_19\">https://doi.org/10.1007/978-3-319-09063-4_19</a>","mla":"Steinle, Tobias, et al. “Numerical Simulation of the Damping Behavior of Particle-Filled Hollow Spheres.” <i>Proc. Modeling, Simulation and Optimization of Complex Processes (HPSC)</i>, edited by Hans Georg Bock et al., Springer International Publishing, 2014, pp. 233–43, doi:<a href=\"https://doi.org/10.1007/978-3-319-09063-4_19\">10.1007/978-3-319-09063-4_19</a>.","short":"T. Steinle, J. Vrabec, A. Walther, in: H.G. Bock, X.P. Hoang, R. Rannacher, J.P. Schlöder (Eds.), Proc. Modeling, Simulation and Optimization of Complex Processes (HPSC), Springer International Publishing, 2014, pp. 233–243.","bibtex":"@inproceedings{Steinle_Vrabec_Walther_2014, title={Numerical Simulation of the Damping Behavior of Particle-Filled Hollow Spheres}, DOI={<a href=\"https://doi.org/10.1007/978-3-319-09063-4_19\">10.1007/978-3-319-09063-4_19</a>}, booktitle={Proc. Modeling, Simulation and Optimization of Complex Processes (HPSC)}, publisher={Springer International Publishing}, author={Steinle, Tobias and Vrabec, Jadran and Walther, Andrea}, editor={Bock, Hans Georg and Hoang, Xuan Phu and Rannacher, Rolf and Schlöder, Johannes P.Editors}, year={2014}, pages={233–243} }"},"date_updated":"2022-01-06T06:53:20Z","publisher":"Springer International Publishing","date_created":"2018-03-26T13:47:16Z","author":[{"first_name":"Tobias","last_name":"Steinle","full_name":"Steinle, Tobias"},{"last_name":"Vrabec","full_name":"Vrabec, Jadran","first_name":"Jadran"},{"full_name":"Walther, Andrea","last_name":"Walther","first_name":"Andrea"}],"title":"Numerical Simulation of the Damping Behavior of Particle-Filled Hollow Spheres","doi":"10.1007/978-3-319-09063-4_19","publication":"Proc. Modeling, Simulation and Optimization of Complex Processes (HPSC)","type":"conference","abstract":[{"text":"In light of an increasing awareness of environmental challenges, extensive research is underway to develop new light-weight materials. A problem arising with these materials is their increased response to vibration. This can be solved using a new composite material that contains embedded hollow spheres that are partially filled with particles. Progress on the adaptation of molecular dynamics towards a particle-based numerical simulation of this material is reported. This includes the treatment of specific boundary conditions and the adaption of the force computation. First results are presented that showcase the damping properties of such particle-filled spheres in a bouncing experiment.","lang":"eng"}],"editor":[{"full_name":"Bock, Hans Georg","last_name":"Bock","first_name":"Hans Georg"},{"first_name":"Xuan Phu","last_name":"Hoang","full_name":"Hoang, Xuan Phu"},{"first_name":"Rolf","full_name":"Rannacher, Rolf","last_name":"Rannacher"},{"last_name":"Schlöder","full_name":"Schlöder, Johannes P.","first_name":"Johannes P."}],"status":"public","_id":"1781","department":[{"_id":"27"},{"_id":"104"},{"_id":"155"}],"user_id":"24135"},{"language":[{"iso":"eng"}],"user_id":"38077","department":[{"_id":"9"},{"_id":"146"}],"_id":"22389","status":"public","type":"conference","publication":"OPT-i 2014. 1st International Conference on Engineering and Applied Sciences Optimization","title":"Intelligent Operating Strategies for Multi-Motor Drive Systems","author":[{"full_name":"Strop, Malte","last_name":"Strop","first_name":"Malte"},{"full_name":"Hölscher, Christian","last_name":"Hölscher","first_name":"Christian"},{"first_name":"Detmar","full_name":"Zimmer, Detmar","id":"604","last_name":"Zimmer"}],"date_created":"2021-06-15T11:09:14Z","volume":1,"date_updated":"2022-01-06T06:55:32Z","publisher":"Institute of Structural Analyses and Antiseismic Research","citation":{"apa":"Strop, M., Hölscher, C., &#38; Zimmer, D. (2014). Intelligent Operating Strategies for Multi-Motor Drive Systems. In <i>OPT-i 2014. 1st International Conference on Engineering and Applied Sciences Optimization</i> (Vol. 1, pp. 626–663). Institute of Structural Analyses and Antiseismic Research.","short":"M. Strop, C. Hölscher, D. Zimmer, in: OPT-i 2014. 1st International Conference on Engineering and Applied Sciences Optimization, Institute of Structural Analyses and Antiseismic Research, 2014, pp. 626–663.","mla":"Strop, Malte, et al. “Intelligent Operating Strategies for Multi-Motor Drive Systems.” <i>OPT-i 2014. 1st International Conference on Engineering and Applied Sciences Optimization</i>, vol. 1, Institute of Structural Analyses and Antiseismic Research, 2014, pp. 626–63.","bibtex":"@inproceedings{Strop_Hölscher_Zimmer_2014, title={Intelligent Operating Strategies for Multi-Motor Drive Systems}, volume={1}, booktitle={OPT-i 2014. 1st International Conference on Engineering and Applied Sciences Optimization}, publisher={Institute of Structural Analyses and Antiseismic Research}, author={Strop, Malte and Hölscher, Christian and Zimmer, Detmar}, year={2014}, pages={626–663} }","ama":"Strop M, Hölscher C, Zimmer D. Intelligent Operating Strategies for Multi-Motor Drive Systems. In: <i>OPT-i 2014. 1st International Conference on Engineering and Applied Sciences Optimization</i>. Vol 1. Institute of Structural Analyses and Antiseismic Research; 2014:626-663.","chicago":"Strop, Malte, Christian Hölscher, and Detmar Zimmer. “Intelligent Operating Strategies for Multi-Motor Drive Systems.” In <i>OPT-i 2014. 1st International Conference on Engineering and Applied Sciences Optimization</i>, 1:626–63. Institute of Structural Analyses and Antiseismic Research, 2014.","ieee":"M. Strop, C. Hölscher, and D. Zimmer, “Intelligent Operating Strategies for Multi-Motor Drive Systems,” in <i>OPT-i 2014. 1st International Conference on Engineering and Applied Sciences Optimization</i>, 2014, vol. 1, pp. 626–663."},"page":"626-663","intvolume":"         1","year":"2014","publication_identifier":{"isbn":["978-960-99994-6-5"]}},{"status":"public","type":"journal_article","publication":"Robotica","language":[{"iso":"eng"}],"_id":"23091","user_id":"24876","department":[{"_id":"153"}],"year":"2014","citation":{"ieee":"Z. Shareef and A. Trächtler, “Simultaneous Path Planning and Trajectory Optimization for Robotic Manipulators using Discrete Mechanics and Optimal Control,” <i>Robotica</i>, 2014.","chicago":"Shareef, Zeeshan, and Ansgar Trächtler. “Simultaneous Path Planning and Trajectory Optimization for Robotic Manipulators Using Discrete Mechanics and Optimal Control.” <i>Robotica</i>, 2014.","ama":"Shareef Z, Trächtler A. Simultaneous Path Planning and Trajectory Optimization for Robotic Manipulators using Discrete Mechanics and Optimal Control. <i>Robotica</i>. 2014.","mla":"Shareef, Zeeshan, and Ansgar Trächtler. “Simultaneous Path Planning and Trajectory Optimization for Robotic Manipulators Using Discrete Mechanics and Optimal Control.” <i>Robotica</i>, 2014.","short":"Z. Shareef, A. Trächtler, Robotica (2014).","bibtex":"@article{Shareef_Trächtler_2014, title={Simultaneous Path Planning and Trajectory Optimization for Robotic Manipulators using Discrete Mechanics and Optimal Control}, journal={Robotica}, author={Shareef, Zeeshan and Trächtler, Ansgar}, year={2014} }","apa":"Shareef, Z., &#38; Trächtler, A. (2014). Simultaneous Path Planning and Trajectory Optimization for Robotic Manipulators using Discrete Mechanics and Optimal Control. <i>Robotica</i>."},"title":"Simultaneous Path Planning and Trajectory Optimization for Robotic Manipulators using Discrete Mechanics and Optimal Control","date_updated":"2022-01-06T06:55:46Z","date_created":"2021-08-09T06:49:42Z","author":[{"first_name":"Zeeshan","last_name":"Shareef","full_name":"Shareef, Zeeshan"},{"first_name":"Ansgar","full_name":"Trächtler, Ansgar","id":"552","last_name":"Trächtler"}]},{"department":[{"_id":"65"}],"user_id":"14955","_id":"21743","language":[{"iso":"eng"}],"publication":"IEEE Computer Graphics and Applications","type":"journal_article","status":"public","volume":34,"author":[{"last_name":"Repenning","full_name":"Repenning, A.","first_name":"A."},{"last_name":"C. Webb","full_name":"C. Webb, D.","first_name":"D."},{"first_name":"C.","last_name":"Brand","full_name":"Brand, C."},{"first_name":"F.","full_name":"Gluck, F.","last_name":"Gluck"},{"full_name":"Grover, R.","last_name":"Grover","first_name":"R."},{"first_name":"S.","full_name":"Miller, S.","last_name":"Miller"},{"first_name":"H.","full_name":"Nickerson, H.","last_name":"Nickerson"},{"full_name":"Song, M.","last_name":"Song","first_name":"M."}],"date_created":"2021-04-25T15:31:50Z","date_updated":"2022-01-06T06:55:12Z","publisher":"IEEE","doi":"10.1109/MCG.2014.46","title":"Beyond Minecraft: Facilitating Computational Thinking through Modeling and Programming in 3D","issue":"3","page":"68-71","intvolume":"        34","citation":{"ieee":"A. Repenning <i>et al.</i>, “Beyond Minecraft: Facilitating Computational Thinking through Modeling and Programming in 3D,” <i>IEEE Computer Graphics and Applications</i>, vol. 34, no. 3, pp. 68–71, 2014.","chicago":"Repenning, A., D. C. Webb, C. Brand, F. Gluck, R. Grover, S. Miller, H. Nickerson, and M. Song. “Beyond Minecraft: Facilitating Computational Thinking through Modeling and Programming in 3D.” <i>IEEE Computer Graphics and Applications</i> 34, no. 3 (2014): 68–71. <a href=\"https://doi.org/10.1109/MCG.2014.46\">https://doi.org/10.1109/MCG.2014.46</a>.","ama":"Repenning A, C. Webb D, Brand C, et al. Beyond Minecraft: Facilitating Computational Thinking through Modeling and Programming in 3D. <i>IEEE Computer Graphics and Applications</i>. 2014;34(3):68-71. doi:<a href=\"https://doi.org/10.1109/MCG.2014.46\">10.1109/MCG.2014.46</a>","bibtex":"@article{Repenning_C. Webb_Brand_Gluck_Grover_Miller_Nickerson_Song_2014, title={Beyond Minecraft: Facilitating Computational Thinking through Modeling and Programming in 3D}, volume={34}, DOI={<a href=\"https://doi.org/10.1109/MCG.2014.46\">10.1109/MCG.2014.46</a>}, number={3}, journal={IEEE Computer Graphics and Applications}, publisher={IEEE}, author={Repenning, A. and C. Webb, D. and Brand, C. and Gluck, F. and Grover, R. and Miller, S. and Nickerson, H. and Song, M.}, year={2014}, pages={68–71} }","short":"A. Repenning, D. C. Webb, C. Brand, F. Gluck, R. Grover, S. Miller, H. Nickerson, M. Song, IEEE Computer Graphics and Applications 34 (2014) 68–71.","mla":"Repenning, A., et al. “Beyond Minecraft: Facilitating Computational Thinking through Modeling and Programming in 3D.” <i>IEEE Computer Graphics and Applications</i>, vol. 34, no. 3, IEEE, 2014, pp. 68–71, doi:<a href=\"https://doi.org/10.1109/MCG.2014.46\">10.1109/MCG.2014.46</a>.","apa":"Repenning, A., C. Webb, D., Brand, C., Gluck, F., Grover, R., Miller, S., … Song, M. (2014). Beyond Minecraft: Facilitating Computational Thinking through Modeling and Programming in 3D. <i>IEEE Computer Graphics and Applications</i>, <i>34</i>(3), 68–71. <a href=\"https://doi.org/10.1109/MCG.2014.46\">https://doi.org/10.1109/MCG.2014.46</a>"},"year":"2014"},{"page":"206-213","citation":{"short":"E. Yigitbas, H.G. Fischer, S. Sauer, in: Design, User Experience, and Usability. Theories, Methods, and Tools for Designing the User Experience - Third International Conference, {DUXU} 2014, Held as Part of {HCI} International 2014, Heraklion, Crete, Greece, June 22-27, 2014, Proceedings, Part {I}, 2014, pp. 206–213.","mla":"Yigitbas, Enes, et al. “Model-Based User Interface Development for Adaptive Self-Service Systems.” <i>Design, User Experience, and Usability. Theories, Methods, and Tools for Designing the User Experience - Third International Conference, {DUXU} 2014, Held as Part of {HCI} International 2014, Heraklion, Crete, Greece, June 22-27, 2014, Proceedings, Part {I}</i>, 2014, pp. 206–13, doi:<a href=\"https://doi.org/10.1007/978-3-319-07668-3\\_21\">10.1007/978-3-319-07668-3\\_21</a>.","bibtex":"@inproceedings{Yigitbas_Fischer_Sauer_2014, title={Model-Based User Interface Development for Adaptive Self-Service Systems}, DOI={<a href=\"https://doi.org/10.1007/978-3-319-07668-3\\_21\">10.1007/978-3-319-07668-3\\_21</a>}, booktitle={Design, User Experience, and Usability. Theories, Methods, and Tools for Designing the User Experience - Third International Conference, {DUXU} 2014, Held as Part of {HCI} International 2014, Heraklion, Crete, Greece, June 22-27, 2014, Proceedings, Part {I}}, author={Yigitbas, Enes and Fischer, Holger Gerhard and Sauer, Stefan}, year={2014}, pages={206–213} }","apa":"Yigitbas, E., Fischer, H. G., &#38; Sauer, S. (2014). Model-Based User Interface Development for Adaptive Self-Service Systems. In <i>Design, User Experience, and Usability. Theories, Methods, and Tools for Designing the User Experience - Third International Conference, {DUXU} 2014, Held as Part of {HCI} International 2014, Heraklion, Crete, Greece, June 22-27, 2014, Proceedings, Part {I}</i> (pp. 206–213). <a href=\"https://doi.org/10.1007/978-3-319-07668-3\\_21\">https://doi.org/10.1007/978-3-319-07668-3\\_21</a>","chicago":"Yigitbas, Enes, Holger Gerhard Fischer, and Stefan Sauer. “Model-Based User Interface Development for Adaptive Self-Service Systems.” In <i>Design, User Experience, and Usability. Theories, Methods, and Tools for Designing the User Experience - Third International Conference, {DUXU} 2014, Held as Part of {HCI} International 2014, Heraklion, Crete, Greece, June 22-27, 2014, Proceedings, Part {I}</i>, 206–13, 2014. <a href=\"https://doi.org/10.1007/978-3-319-07668-3\\_21\">https://doi.org/10.1007/978-3-319-07668-3\\_21</a>.","ieee":"E. Yigitbas, H. G. Fischer, and S. Sauer, “Model-Based User Interface Development for Adaptive Self-Service Systems,” in <i>Design, User Experience, and Usability. Theories, Methods, and Tools for Designing the User Experience - Third International Conference, {DUXU} 2014, Held as Part of {HCI} International 2014, Heraklion, Crete, Greece, June 22-27, 2014, Proceedings, Part {I}</i>, 2014, pp. 206–213.","ama":"Yigitbas E, Fischer HG, Sauer S. Model-Based User Interface Development for Adaptive Self-Service Systems. In: <i>Design, User Experience, and Usability. Theories, Methods, and Tools for Designing the User Experience - Third International Conference, {DUXU} 2014, Held as Part of {HCI} International 2014, Heraklion, Crete, Greece, June 22-27, 2014, Proceedings, Part {I}</i>. ; 2014:206-213. doi:<a href=\"https://doi.org/10.1007/978-3-319-07668-3\\_21\">10.1007/978-3-319-07668-3\\_21</a>"},"year":"2014","doi":"10.1007/978-3-319-07668-3\\_21","title":"Model-Based User Interface Development for Adaptive Self-Service Systems","author":[{"first_name":"Enes","last_name":"Yigitbas","orcid":"0000-0002-5967-833X","id":"8447","full_name":"Yigitbas, Enes"},{"first_name":"Holger Gerhard","last_name":"Fischer","full_name":"Fischer, Holger Gerhard","id":"30457"},{"first_name":"Stefan","last_name":"Sauer","id":"447","full_name":"Sauer, Stefan"}],"date_created":"2018-11-19T15:17:14Z","date_updated":"2022-01-06T07:02:38Z","status":"public","publication":"Design, User Experience, and Usability. Theories, Methods, and Tools for Designing the User Experience - Third International Conference, {DUXU} 2014, Held as Part of {HCI} International 2014, Heraklion, Crete, Greece, June 22-27, 2014, Proceedings, Part {I}","type":"conference","language":[{"iso":"eng"}],"department":[{"_id":"66"}],"user_id":"8447","_id":"5749"},{"status":"public","file":[{"relation":"main_file","success":1,"content_type":"application/pdf","file_name":"455-HKS14.pdf","file_id":"1341","access_level":"closed","file_size":512712,"date_created":"2018-03-16T11:23:40Z","creator":"florida","date_updated":"2018-03-16T11:23:40Z"}],"abstract":[{"text":"We study the existence of approximate pure Nash equilibria in weighted congestion games and develop techniques to obtain approximate potential functions that prove the existence of alpha-approximate pure Nash equilibria and the convergence of alpha-improvement steps. Specifically, we show how to obtain upper bounds for approximation factor alpha for a given class of cost functions. For example for concave cost functions the factor is at most 3/2, for quadratic cost functions it is at most 4/3, and for polynomial cost functions of maximal degree d it is at at most d + 1. For games with two players we obtain tight bounds which are as small as for example 1.054 in the case of quadratic cost functions.","lang":"eng"}],"publication":"Proceedings of the 17th. International Workshop on Approximation Algorithms for Combinatorial Optimization Problems (APPROX)","type":"conference","language":[{"iso":"eng"}],"file_date_updated":"2018-03-16T11:23:40Z","ddc":["040"],"department":[{"_id":"541"},{"_id":"63"}],"series_title":"LIPIcs","user_id":"477","_id":"455","project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Subprojekt A3","_id":"7"},{"name":"SFB 901 - Project Area A","_id":"2"}],"page":"242 - 257","citation":{"ama":"Hansknecht C, Klimm M, Skopalik A. Approximate pure Nash equilibria in weighted congestion games. In: <i>Proceedings of the 17th. International Workshop on Approximation Algorithms for Combinatorial Optimization Problems (APPROX)</i>. LIPIcs. ; 2014:242-257. doi:<a href=\"https://doi.org/10.4230/LIPIcs.APPROX-RANDOM.2014.242\">10.4230/LIPIcs.APPROX-RANDOM.2014.242</a>","chicago":"Hansknecht, Christoph, Max Klimm, and Alexander Skopalik. “Approximate Pure Nash Equilibria in Weighted Congestion Games.” In <i>Proceedings of the 17th. International Workshop on Approximation Algorithms for Combinatorial Optimization Problems (APPROX)</i>, 242–57. LIPIcs, 2014. <a href=\"https://doi.org/10.4230/LIPIcs.APPROX-RANDOM.2014.242\">https://doi.org/10.4230/LIPIcs.APPROX-RANDOM.2014.242</a>.","ieee":"C. Hansknecht, M. Klimm, and A. Skopalik, “Approximate pure Nash equilibria in weighted congestion games,” in <i>Proceedings of the 17th. International Workshop on Approximation Algorithms for Combinatorial Optimization Problems (APPROX)</i>, 2014, pp. 242–257.","apa":"Hansknecht, C., Klimm, M., &#38; Skopalik, A. (2014). Approximate pure Nash equilibria in weighted congestion games. In <i>Proceedings of the 17th. International Workshop on Approximation Algorithms for Combinatorial Optimization Problems (APPROX)</i> (pp. 242–257). <a href=\"https://doi.org/10.4230/LIPIcs.APPROX-RANDOM.2014.242\">https://doi.org/10.4230/LIPIcs.APPROX-RANDOM.2014.242</a>","mla":"Hansknecht, Christoph, et al. “Approximate Pure Nash Equilibria in Weighted Congestion Games.” <i>Proceedings of the 17th. International Workshop on Approximation Algorithms for Combinatorial Optimization Problems (APPROX)</i>, 2014, pp. 242–57, doi:<a href=\"https://doi.org/10.4230/LIPIcs.APPROX-RANDOM.2014.242\">10.4230/LIPIcs.APPROX-RANDOM.2014.242</a>.","bibtex":"@inproceedings{Hansknecht_Klimm_Skopalik_2014, series={LIPIcs}, title={Approximate pure Nash equilibria in weighted congestion games}, DOI={<a href=\"https://doi.org/10.4230/LIPIcs.APPROX-RANDOM.2014.242\">10.4230/LIPIcs.APPROX-RANDOM.2014.242</a>}, booktitle={Proceedings of the 17th. International Workshop on Approximation Algorithms for Combinatorial Optimization Problems (APPROX)}, author={Hansknecht, Christoph and Klimm, Max and Skopalik, Alexander}, year={2014}, pages={242–257}, collection={LIPIcs} }","short":"C. Hansknecht, M. Klimm, A. Skopalik, in: Proceedings of the 17th. International Workshop on Approximation Algorithms for Combinatorial Optimization Problems (APPROX), 2014, pp. 242–257."},"year":"2014","has_accepted_license":"1","doi":"10.4230/LIPIcs.APPROX-RANDOM.2014.242","title":"Approximate pure Nash equilibria in weighted congestion games","author":[{"first_name":"Christoph","full_name":"Hansknecht, Christoph","last_name":"Hansknecht"},{"last_name":"Klimm","full_name":"Klimm, Max","first_name":"Max"},{"first_name":"Alexander","last_name":"Skopalik","id":"40384","full_name":"Skopalik, Alexander"}],"date_created":"2017-10-17T12:42:20Z","date_updated":"2022-01-06T07:01:09Z"},{"abstract":[{"lang":"eng","text":"Automatically composing service-based software solutionsis still a challenging task. Functional as well as nonfunctionalproperties have to be considered in order to satisfyindividual user requests. Regarding non-functional properties,the composition process can be modeled as optimization problemand solved accordingly. Functional properties, in turn, can bedescribed by means of a formal specification language. Statespacebased planning approaches can then be applied to solvethe underlying composition problem. However, depending on theexpressiveness of the applied formalism and the completenessof the functional descriptions, formally equivalent services maystill differ with respect to their implemented functionality. As aconsequence, the most appropriate solution for a desired functionalitycan hardly be determined without considering additionalinformation. In this paper, we demonstrate how to overcome thislack of information by means of Reinforcement Learning. Inorder to resolve ambiguity, we expand state-space based servicecomposition by a recommendation mechanism that supportsdecision-making beyond formal specifications. The recommendationmechanism adjusts its recommendation strategy basedon feedback from previous composition runs. Image processingserves as case study. Experimental results show the benefit of ourproposed solution."}],"file":[{"content_type":"application/pdf","success":1,"relation":"main_file","date_updated":"2018-03-16T11:22:26Z","creator":"florida","date_created":"2018-03-16T11:22:26Z","file_size":1324374,"file_id":"1339","access_level":"closed","file_name":"457-SOCA2014-Jungmann-Mohr.pdf"}],"status":"public","type":"conference","publication":"Proceedings of the 7th International Conference on Service Oriented Computing and Applications (SOCA)","ddc":["040"],"file_date_updated":"2018-03-16T11:22:26Z","language":[{"iso":"eng"}],"project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Subprojekt B2","_id":"10"},{"name":"SFB 901 - Project Area B","_id":"3"}],"_id":"457","user_id":"477","department":[{"_id":"355"}],"year":"2014","citation":{"ieee":"A. Jungmann, F. Mohr, and B. Kleinjohann, “Applying Reinforcement Learning for Resolving Ambiguity in Service Composition,” in <i>Proceedings of the 7th International Conference on Service Oriented Computing and Applications (SOCA)</i>, 2014, pp. 105–112.","chicago":"Jungmann, Alexander, Felix Mohr, and Bernd  Kleinjohann. “Applying Reinforcement Learning for Resolving Ambiguity in Service Composition.” In <i>Proceedings of the 7th International Conference on Service Oriented Computing and Applications (SOCA)</i>, 105–12, 2014. <a href=\"https://doi.org/10.1109/SOCA.2014.48\">https://doi.org/10.1109/SOCA.2014.48</a>.","ama":"Jungmann A, Mohr F, Kleinjohann B. Applying Reinforcement Learning for Resolving Ambiguity in Service Composition. In: <i>Proceedings of the 7th International Conference on Service Oriented Computing and Applications (SOCA)</i>. ; 2014:105-112. doi:<a href=\"https://doi.org/10.1109/SOCA.2014.48\">10.1109/SOCA.2014.48</a>","mla":"Jungmann, Alexander, et al. “Applying Reinforcement Learning for Resolving Ambiguity in Service Composition.” <i>Proceedings of the 7th International Conference on Service Oriented Computing and Applications (SOCA)</i>, 2014, pp. 105–12, doi:<a href=\"https://doi.org/10.1109/SOCA.2014.48\">10.1109/SOCA.2014.48</a>.","short":"A. Jungmann, F. Mohr, B. Kleinjohann, in: Proceedings of the 7th International Conference on Service Oriented Computing and Applications (SOCA), 2014, pp. 105–112.","bibtex":"@inproceedings{Jungmann_Mohr_Kleinjohann_2014, title={Applying Reinforcement Learning for Resolving Ambiguity in Service Composition}, DOI={<a href=\"https://doi.org/10.1109/SOCA.2014.48\">10.1109/SOCA.2014.48</a>}, booktitle={Proceedings of the 7th International Conference on Service Oriented Computing and Applications (SOCA)}, author={Jungmann, Alexander and Mohr, Felix and Kleinjohann, Bernd }, year={2014}, pages={105–112} }","apa":"Jungmann, A., Mohr, F., &#38; Kleinjohann, B. (2014). Applying Reinforcement Learning for Resolving Ambiguity in Service Composition. In <i>Proceedings of the 7th International Conference on Service Oriented Computing and Applications (SOCA)</i> (pp. 105–112). <a href=\"https://doi.org/10.1109/SOCA.2014.48\">https://doi.org/10.1109/SOCA.2014.48</a>"},"page":"105-112","has_accepted_license":"1","title":"Applying Reinforcement Learning for Resolving Ambiguity in Service Composition","doi":"10.1109/SOCA.2014.48","date_updated":"2022-01-06T07:01:12Z","author":[{"last_name":"Jungmann","full_name":"Jungmann, Alexander","first_name":"Alexander"},{"full_name":"Mohr, Felix","last_name":"Mohr","first_name":"Felix"},{"first_name":"Bernd ","full_name":"Kleinjohann, Bernd ","last_name":"Kleinjohann"}],"date_created":"2017-10-17T12:42:21Z"},{"ec_funded":"1","page":"1--7","citation":{"mla":"Dräxler, Martin, et al. “Anticipatory Power Cycling of Mobile Network Equipment for High Demand Multimedia Traffic.” <i>IEEE Online Conference on Green Communications, OnlineGreenComm 2014, November 12-14, 2014</i>, 2014, pp. 1--7, doi:<a href=\"https://doi.org/10.1109/OnlineGreenCom.2014.7114415\">10.1109/OnlineGreenCom.2014.7114415</a>.","short":"M. Dräxler, P. Dreimann, H. Karl, in: IEEE Online Conference on Green Communications, OnlineGreenComm 2014, November 12-14, 2014, 2014, pp. 1--7.","bibtex":"@inproceedings{Dräxler_Dreimann_Karl_2014, title={Anticipatory power cycling of mobile network equipment for high demand multimedia traffic}, DOI={<a href=\"https://doi.org/10.1109/OnlineGreenCom.2014.7114415\">10.1109/OnlineGreenCom.2014.7114415</a>}, booktitle={IEEE Online Conference on Green Communications, OnlineGreenComm 2014, November 12-14, 2014}, author={Dräxler, Martin and Dreimann, Philipp and Karl, Holger}, year={2014}, pages={1--7} }","apa":"Dräxler, M., Dreimann, P., &#38; Karl, H. (2014). Anticipatory power cycling of mobile network equipment for high demand multimedia traffic. In <i>IEEE Online Conference on Green Communications, OnlineGreenComm 2014, November 12-14, 2014</i> (pp. 1--7). <a href=\"https://doi.org/10.1109/OnlineGreenCom.2014.7114415\">https://doi.org/10.1109/OnlineGreenCom.2014.7114415</a>","ama":"Dräxler M, Dreimann P, Karl H. Anticipatory power cycling of mobile network equipment for high demand multimedia traffic. In: <i>IEEE Online Conference on Green Communications, OnlineGreenComm 2014, November 12-14, 2014</i>. ; 2014:1--7. doi:<a href=\"https://doi.org/10.1109/OnlineGreenCom.2014.7114415\">10.1109/OnlineGreenCom.2014.7114415</a>","ieee":"M. Dräxler, P. Dreimann, and H. Karl, “Anticipatory power cycling of mobile network equipment for high demand multimedia traffic,” in <i>IEEE Online Conference on Green Communications, OnlineGreenComm 2014, November 12-14, 2014</i>, 2014, pp. 1--7.","chicago":"Dräxler, Martin, Philipp Dreimann, and Holger Karl. “Anticipatory Power Cycling of Mobile Network Equipment for High Demand Multimedia Traffic.” In <i>IEEE Online Conference on Green Communications, OnlineGreenComm 2014, November 12-14, 2014</i>, 1--7, 2014. <a href=\"https://doi.org/10.1109/OnlineGreenCom.2014.7114415\">https://doi.org/10.1109/OnlineGreenCom.2014.7114415</a>."},"year":"2014","author":[{"first_name":"Martin","full_name":"Dräxler, Martin","last_name":"Dräxler"},{"last_name":"Dreimann","full_name":"Dreimann, Philipp","first_name":"Philipp"},{"full_name":"Karl, Holger","id":"126","last_name":"Karl","first_name":"Holger"}],"date_created":"2017-11-27T10:22:25Z","date_updated":"2022-01-06T07:03:40Z","doi":"10.1109/OnlineGreenCom.2014.7114415","title":"Anticipatory power cycling of mobile network equipment for high demand multimedia traffic","publication":"IEEE Online Conference on Green Communications, OnlineGreenComm 2014, November 12-14, 2014","type":"conference","status":"public","department":[{"_id":"75"}],"user_id":"15572","_id":"759","project":[{"grant_number":"318115","name":"Connectivity management for eneRgy Optimised Wireless Dense works","_id":"22","call_identifier":"FP7-ICT-2011-C"}]},{"status":"public","publication":"25th IEEE Annual International Symposium on Personal, Indoor, and Mobile Radio Communication, {PIMRC} 2014, Washington DC, USA, September 2-5, 2014","type":"conference","department":[{"_id":"75"}],"user_id":"15572","_id":"760","project":[{"call_identifier":"FP7-ICT-2011-C","grant_number":"318115","_id":"22","name":"Connectivity management for eneRgy Optimised Wireless Dense works"}],"page":"1294--1299","citation":{"ama":"Auroux S, Karl H. Flow processing-aware controller placement in wireless DenseNets. In: <i>25th IEEE Annual International Symposium on Personal, Indoor, and Mobile Radio Communication, {PIMRC} 2014, Washington DC, USA, September 2-5, 2014</i>. ; 2014:1294--1299. doi:<a href=\"https://doi.org/10.1109/PIMRC.2014.7136368\">10.1109/PIMRC.2014.7136368</a>","chicago":"Auroux, Sebastien, and Holger Karl. “Flow Processing-Aware Controller Placement in Wireless DenseNets.” In <i>25th IEEE Annual International Symposium on Personal, Indoor, and Mobile Radio Communication, {PIMRC} 2014, Washington DC, USA, September 2-5, 2014</i>, 1294--1299, 2014. <a href=\"https://doi.org/10.1109/PIMRC.2014.7136368\">https://doi.org/10.1109/PIMRC.2014.7136368</a>.","ieee":"S. Auroux and H. Karl, “Flow processing-aware controller placement in wireless DenseNets,” in <i>25th IEEE Annual International Symposium on Personal, Indoor, and Mobile Radio Communication, {PIMRC} 2014, Washington DC, USA, September 2-5, 2014</i>, 2014, pp. 1294--1299.","apa":"Auroux, S., &#38; Karl, H. (2014). Flow processing-aware controller placement in wireless DenseNets. In <i>25th IEEE Annual International Symposium on Personal, Indoor, and Mobile Radio Communication, {PIMRC} 2014, Washington DC, USA, September 2-5, 2014</i> (pp. 1294--1299). <a href=\"https://doi.org/10.1109/PIMRC.2014.7136368\">https://doi.org/10.1109/PIMRC.2014.7136368</a>","bibtex":"@inproceedings{Auroux_Karl_2014, title={Flow processing-aware controller placement in wireless DenseNets}, DOI={<a href=\"https://doi.org/10.1109/PIMRC.2014.7136368\">10.1109/PIMRC.2014.7136368</a>}, booktitle={25th IEEE Annual International Symposium on Personal, Indoor, and Mobile Radio Communication, {PIMRC} 2014, Washington DC, USA, September 2-5, 2014}, author={Auroux, Sebastien and Karl, Holger}, year={2014}, pages={1294--1299} }","mla":"Auroux, Sebastien, and Holger Karl. “Flow Processing-Aware Controller Placement in Wireless DenseNets.” <i>25th IEEE Annual International Symposium on Personal, Indoor, and Mobile Radio Communication, {PIMRC} 2014, Washington DC, USA, September 2-5, 2014</i>, 2014, pp. 1294--1299, doi:<a href=\"https://doi.org/10.1109/PIMRC.2014.7136368\">10.1109/PIMRC.2014.7136368</a>.","short":"S. Auroux, H. Karl, in: 25th IEEE Annual International Symposium on Personal, Indoor, and Mobile Radio Communication, {PIMRC} 2014, Washington DC, USA, September 2-5, 2014, 2014, pp. 1294--1299."},"year":"2014","ec_funded":"1","doi":"10.1109/PIMRC.2014.7136368","title":"Flow processing-aware controller placement in wireless DenseNets","author":[{"last_name":"Auroux","full_name":"Auroux, Sebastien","first_name":"Sebastien"},{"first_name":"Holger","full_name":"Karl, Holger","id":"126","last_name":"Karl"}],"date_created":"2017-11-27T10:22:25Z","date_updated":"2022-01-06T07:03:40Z"},{"_id":"762","project":[{"name":"SFB 901","_id":"1"},{"_id":"2","name":"SFB 901 - Project Area A"},{"_id":"6","name":"SFB 901 - Subproject A2"}],"department":[{"_id":"75"}],"user_id":"477","ddc":["004"],"file_date_updated":"2018-11-02T13:32:48Z","language":[{"iso":"eng"}],"publication":"Proceedings of the third workshop on Hot topics in software defined networking, HotSDN '14, Chicago, Illinois, USA, August 22, 2014","type":"conference","status":"public","file":[{"content_type":"application/pdf","relation":"main_file","date_created":"2018-11-02T13:32:48Z","creator":"ups","date_updated":"2018-11-02T13:32:48Z","access_level":"closed","file_id":"5249","file_name":"p115-schwabe.pdf","file_size":1349578}],"date_updated":"2022-01-06T07:03:41Z","author":[{"first_name":"Arne","full_name":"Schwabe, Arne","last_name":"Schwabe"},{"first_name":"Holger","last_name":"Karl","full_name":"Karl, Holger"}],"date_created":"2017-11-27T10:22:25Z","title":"Using MAC addresses as efficient routing labels in data centers","doi":"10.1145/2620728.2620730","has_accepted_license":"1","year":"2014","page":"115--120","citation":{"chicago":"Schwabe, Arne, and Holger Karl. “Using MAC Addresses as Efficient Routing Labels in Data Centers.” In <i>Proceedings of the Third Workshop on Hot Topics in Software Defined Networking, HotSDN ’14, Chicago, Illinois, USA, August 22, 2014</i>, 115--120, 2014. <a href=\"https://doi.org/10.1145/2620728.2620730\">https://doi.org/10.1145/2620728.2620730</a>.","ieee":"A. Schwabe and H. Karl, “Using MAC addresses as efficient routing labels in data centers,” in <i>Proceedings of the third workshop on Hot topics in software defined networking, HotSDN ’14, Chicago, Illinois, USA, August 22, 2014</i>, 2014, pp. 115--120.","ama":"Schwabe A, Karl H. Using MAC addresses as efficient routing labels in data centers. In: <i>Proceedings of the Third Workshop on Hot Topics in Software Defined Networking, HotSDN ’14, Chicago, Illinois, USA, August 22, 2014</i>. ; 2014:115--120. doi:<a href=\"https://doi.org/10.1145/2620728.2620730\">10.1145/2620728.2620730</a>","short":"A. Schwabe, H. Karl, in: Proceedings of the Third Workshop on Hot Topics in Software Defined Networking, HotSDN ’14, Chicago, Illinois, USA, August 22, 2014, 2014, pp. 115--120.","mla":"Schwabe, Arne, and Holger Karl. “Using MAC Addresses as Efficient Routing Labels in Data Centers.” <i>Proceedings of the Third Workshop on Hot Topics in Software Defined Networking, HotSDN ’14, Chicago, Illinois, USA, August 22, 2014</i>, 2014, pp. 115--120, doi:<a href=\"https://doi.org/10.1145/2620728.2620730\">10.1145/2620728.2620730</a>.","bibtex":"@inproceedings{Schwabe_Karl_2014, title={Using MAC addresses as efficient routing labels in data centers}, DOI={<a href=\"https://doi.org/10.1145/2620728.2620730\">10.1145/2620728.2620730</a>}, booktitle={Proceedings of the third workshop on Hot topics in software defined networking, HotSDN ’14, Chicago, Illinois, USA, August 22, 2014}, author={Schwabe, Arne and Karl, Holger}, year={2014}, pages={115--120} }","apa":"Schwabe, A., &#38; Karl, H. (2014). Using MAC addresses as efficient routing labels in data centers. In <i>Proceedings of the third workshop on Hot topics in software defined networking, HotSDN ’14, Chicago, Illinois, USA, August 22, 2014</i> (pp. 115--120). <a href=\"https://doi.org/10.1145/2620728.2620730\">https://doi.org/10.1145/2620728.2620730</a>"}},{"type":"book","abstract":[{"text":"Intelligent technical systems, which combine mechanical, electrical and software engineering with methods from control engineering and advanced mathematics, go far beyond the state of the art in mechatronics and open up fascinating perspectives. Among these systems are so-called self-optimizing systems, which are able to adapt their behavior autonomously and flexibly to changing operating conditions. The Collaborative Research Center 614 \"Self-optimizing concepts and structures in mechanical engineering\" pursued the long-term aim to enable others to develop dependable self-optimizing systems. Assuring their dependability poses new challenges. However, self-optimization also offers the possibility to adapt the system's behavior to improve dependability during operation. The aim of this book is to provide methods and techniques to master the challenges and to exploit the possibilities given by self-optimization. The reader will be able to develop self-optimizing systems that fulfill and surpass today’s dependability requirements easily. This book is directed to researchers and practitioners alike. It gives a brief introduction to the holistic development approach for self-optimizing mechatronic systems and the steps required to assure a dependable product design starting with the very early conceptual design phase. A guideline to select suitable methods for each step and the methods themselves are included. Each method is individually introduced, many examples and full references are given.","lang":"eng"}],"status":"public","_id":"9873","user_id":"55222","department":[{"_id":"151"}],"language":[{"iso":"eng"}],"year":"2014","citation":{"apa":"Gausemeier, J., Josef Rammig, F., Schäfer, W., &#38; Sextro, W. (2014). <i>Dependability of Self-Optimizing Mechatronic Systems</i> (Vol. Lecture Notes in Mechanical Engineering). Springer Berlin Heidelberg.","bibtex":"@book{Gausemeier_Josef Rammig_Schäfer_Sextro_2014, title={Dependability of Self-Optimizing Mechatronic Systems}, volume={Lecture Notes in Mechanical Engineering}, publisher={Springer Berlin Heidelberg}, author={Gausemeier, Jürgen and Josef Rammig, Franz and Schäfer, Wilhelm and Sextro, Walter}, year={2014} }","short":"J. Gausemeier, F. Josef Rammig, W. Schäfer, W. Sextro, Dependability of Self-Optimizing Mechatronic Systems, Springer Berlin Heidelberg, 2014.","mla":"Gausemeier, Jürgen, et al. <i>Dependability of Self-Optimizing Mechatronic Systems</i>. Vol. Lecture Notes in Mechanical Engineering, Springer Berlin Heidelberg, 2014.","ieee":"J. Gausemeier, F. Josef Rammig, W. Schäfer, and W. Sextro, <i>Dependability of Self-Optimizing Mechatronic Systems</i>, vol. Lecture Notes in Mechanical Engineering. Springer Berlin Heidelberg, 2014.","chicago":"Gausemeier, Jürgen, Franz Josef Rammig, Wilhelm Schäfer, and Walter Sextro. <i>Dependability of Self-Optimizing Mechatronic Systems</i>. Vol. Lecture Notes in Mechanical Engineering. Springer Berlin Heidelberg, 2014.","ama":"Gausemeier J, Josef Rammig F, Schäfer W, Sextro W. <i>Dependability of Self-Optimizing Mechatronic Systems</i>. Vol Lecture Notes in Mechanical Engineering. Springer Berlin Heidelberg; 2014."},"publisher":"Springer Berlin Heidelberg","date_updated":"2019-05-20T13:00:58Z","date_created":"2019-05-20T12:57:54Z","author":[{"full_name":"Gausemeier, Jürgen","last_name":"Gausemeier","first_name":"Jürgen"},{"last_name":"Josef Rammig","full_name":"Josef Rammig, Franz","first_name":"Franz"},{"last_name":"Schäfer","full_name":"Schäfer, Wilhelm","first_name":"Wilhelm"},{"first_name":"Walter","last_name":"Sextro","id":"21220","full_name":"Sextro, Walter"}],"volume":"Lecture Notes in Mechanical Engineering","title":"Dependability of Self-Optimizing Mechatronic Systems"},{"doi":"10.1002/pamm.201410388","title":"Optimal Parameter Tuning for Multiclass Support Vector Machines in Machinery Health State Estimation","author":[{"last_name":"Kimotho","full_name":"Kimotho, James Kuria","first_name":"James Kuria"},{"first_name":"Walter","last_name":"Sextro","id":"21220","full_name":"Sextro, Walter"}],"date_created":"2019-05-20T13:14:17Z","volume":14,"publisher":"WILEY-VCH Verlag","date_updated":"2019-05-20T13:15:00Z","citation":{"ama":"Kimotho JK, Sextro W. Optimal Parameter Tuning for Multiclass Support Vector Machines in Machinery Health State Estimation. <i>PAMM</i>. 2014;14(1):815-816. doi:<a href=\"https://doi.org/10.1002/pamm.201410388\">10.1002/pamm.201410388</a>","ieee":"J. K. Kimotho and W. Sextro, “Optimal Parameter Tuning for Multiclass Support Vector Machines in Machinery Health State Estimation,” <i>PAMM</i>, vol. 14, no. 1, pp. 815–816, 2014.","chicago":"Kimotho, James Kuria, and Walter Sextro. “Optimal Parameter Tuning for Multiclass Support Vector Machines in Machinery Health State Estimation.” <i>PAMM</i> 14, no. 1 (2014): 815–16. <a href=\"https://doi.org/10.1002/pamm.201410388\">https://doi.org/10.1002/pamm.201410388</a>.","apa":"Kimotho, J. K., &#38; Sextro, W. (2014). Optimal Parameter Tuning for Multiclass Support Vector Machines in Machinery Health State Estimation. <i>PAMM</i>, <i>14</i>(1), 815–816. <a href=\"https://doi.org/10.1002/pamm.201410388\">https://doi.org/10.1002/pamm.201410388</a>","short":"J.K. Kimotho, W. Sextro, PAMM 14 (2014) 815–816.","bibtex":"@article{Kimotho_Sextro_2014, title={Optimal Parameter Tuning for Multiclass Support Vector Machines in Machinery Health State Estimation}, volume={14}, DOI={<a href=\"https://doi.org/10.1002/pamm.201410388\">10.1002/pamm.201410388</a>}, number={1}, journal={PAMM}, publisher={WILEY-VCH Verlag}, author={Kimotho, James Kuria and Sextro, Walter}, year={2014}, pages={815–816} }","mla":"Kimotho, James Kuria, and Walter Sextro. “Optimal Parameter Tuning for Multiclass Support Vector Machines in Machinery Health State Estimation.” <i>PAMM</i>, vol. 14, no. 1, WILEY-VCH Verlag, 2014, pp. 815–16, doi:<a href=\"https://doi.org/10.1002/pamm.201410388\">10.1002/pamm.201410388</a>."},"page":"815-816","intvolume":"        14","year":"2014","issue":"1","publication_identifier":{"issn":["1617-7061"]},"language":[{"iso":"eng"}],"user_id":"55222","department":[{"_id":"151"}],"_id":"9881","status":"public","abstract":[{"lang":"eng","text":"The increasing demand for high reliability, safety and availability of technical systems calls for innovative maintenance strategies. The use of prognostic health management (PHM) approach where maintenance action is taken based on current and future health state of a component or system is rapidly gaining popularity in the maintenance industry. Multiclass support vector machines (MC-SVM) has been identified as a promising algorithm in PHM applications due to its high classification accuracy. However, it requires parameter tuning for each application, with the objective of minimizing the classification error. This is a single objective optimization problem which requires the use of optimization algorithms that are capable of exhaustively searching for the global optimum parameters. This work proposes the use of hybrid differential evolution (DE) and particle swarm optimization (PSO) in optimally tuning the MC-SVM parameters. DE identifies the search limit of the parameters while PSO finds the global optimum within the search limit. The feasibility of the approach is verified using bearing run-to-failure data and the results show that the proposed method significantly increases health state classification accuracy."}],"type":"journal_article","publication":"PAMM"},{"publication":"Proceedings of the Second European Conference of the Prognostics and Health Management Society 2014","type":"conference","abstract":[{"text":"So-called reliability adaptive systems are able to adapt their system behavior based on the current reliability of the system. This allows them to react to changed operating conditions or faults within the system that change the degradation behavior. To implement such reliability adaptation, self-optimization can be used. A self-optimizing system pursues objectives, of which the priorities can be changed at runtime, in turn changing the system behavior. When including system reliability as an objective of the system, it becomes possible to change the system based on the current reliability as well. This capability can be used to control the reliability of the system throughout its operation period in order to achieve a pre-defined or user-selectable system lifetime. This way, optimal planning of maintenance intervals is possible while also using the system capabilities to their full extent. Our proposed control system makes it possible to react to changed degradation behavior by selecting objectives of the self-optimizing system and in turn changing the operating parameters in a closed loop. A two-stage controller is designed which is used to select the currently required priorities of the objectives in order to fulfill the desired usable lifetime. Investigations using a model of an automotive clutch system serve to demonstrate the feasibility of our controller. It is shown that the desired lifetime can be achieved reliably.","lang":"eng"}],"status":"public","_id":"9884","department":[{"_id":"151"}],"user_id":"55222","keyword":["self-optimization reliability adaptive"],"language":[{"iso":"eng"}],"year":"2014","intvolume":"         5","citation":{"short":"T. Meyer , W. Sextro, in: Proceedings of the Second European Conference of the Prognostics and Health Management Society 2014, 2014.","bibtex":"@inproceedings{Meyer _Sextro_2014, title={Closed-loop Control System for the Reliability of Intelligent Mechatronic Systems}, volume={5}, booktitle={Proceedings of the Second European Conference of the Prognostics and Health Management Society 2014}, author={Meyer , Tobias and Sextro, Walter}, year={2014} }","mla":"Meyer , Tobias, and Walter Sextro. “Closed-Loop Control System for the Reliability of Intelligent Mechatronic Systems.” <i>Proceedings of the Second European Conference of the Prognostics and Health Management Society 2014</i>, vol. 5, 2014.","apa":"Meyer , T., &#38; Sextro, W. (2014). Closed-loop Control System for the Reliability of Intelligent Mechatronic Systems. In <i>Proceedings of the Second European Conference of the Prognostics and Health Management Society 2014</i> (Vol. 5).","ama":"Meyer  T, Sextro W. Closed-loop Control System for the Reliability of Intelligent Mechatronic Systems. In: <i>Proceedings of the Second European Conference of the Prognostics and Health Management Society 2014</i>. Vol 5. ; 2014.","chicago":"Meyer , Tobias, and Walter Sextro. “Closed-Loop Control System for the Reliability of Intelligent Mechatronic Systems.” In <i>Proceedings of the Second European Conference of the Prognostics and Health Management Society 2014</i>, Vol. 5, 2014.","ieee":"T. Meyer  and W. Sextro, “Closed-loop Control System for the Reliability of Intelligent Mechatronic Systems,” in <i>Proceedings of the Second European Conference of the Prognostics and Health Management Society 2014</i>, 2014, vol. 5."},"date_updated":"2019-05-20T13:19:08Z","volume":5,"date_created":"2019-05-20T13:18:20Z","author":[{"first_name":"Tobias","full_name":"Meyer , Tobias","last_name":"Meyer "},{"first_name":"Walter","full_name":"Sextro, Walter","last_name":"Sextro"}],"title":"Closed-loop Control System for the Reliability of Intelligent Mechatronic Systems"},{"type":"journal_article","publication":"Conference Proceedings of the 2nd International Conference on System-Integrated Intelligence","status":"public","abstract":[{"lang":"eng","text":"Intelligent mechatronic systems, such as self-optimizing systems, allow an adaptation of the system behavior at runtime based on the current situation. To do so, they generally select among several pre-defined working points. A common method to determine working points for a mechatronic system is to use model-based multiobjective optimization. It allows finding compromises among conflicting objectives, called objective functions, by adapting parameters. To evaluate the system behavior for different parameter sets, a model of the system behavior is included in the objective functions and is evaluated during each function call. Intelligent mechatronic systems also have the ability to adapt their behavior based on their current reliability, thus increasing their availability, or on changed safety requirements; all of which are summed up by the common term dependability. To allow this adaptation, dependability can be considered in multiobjective optimization by including dependability-related objective functions. However, whereas performance-related objective functions are easily found, formulation of dependability-related objective functions is highly system-specific and not intuitive, making it complex and error-prone. Since each mechatronic system is different, individual failure modes have to be taken into account, which need to be found using common methods such as Failure-Modes and Effects Analysis or Fault Tree Analysis. Using component degradation models, which again are specific to the system at hand, the main loading factors can be determined. By including these in the model of the system behavior, the relation between working point and dependability can be formulated as an objective function. In our work, this approach is presented in more detail. It is exemplified using an actively actuated single plate dry clutch system. Results show that this approach is suitable for formulating dependability-related objective functions and that these can be used to extend system lifetime by adapting system behavior."}],"user_id":"55222","department":[{"_id":"151"}],"_id":"9885","language":[{"iso":"eng"}],"keyword":["Self-optimization","multiobjective optimization","objective function","dependability","intelligent system","behavior adaptation"],"quality_controlled":"1","citation":{"apa":"Meyer , T., Sondermann-Wölke, C., &#38; Sextro, W. (2014). Method to Identify Dependability Objectives in Multiobjective Optimization Problem. <i>Conference Proceedings of the 2nd International Conference on System-Integrated Intelligence</i>, <i>15</i>, 46–53. <a href=\"https://doi.org/10.1016/j.protcy.2014.09.033\">https://doi.org/10.1016/j.protcy.2014.09.033</a>","mla":"Meyer , Tobias, et al. “Method to Identify Dependability Objectives in Multiobjective Optimization Problem.” <i>Conference Proceedings of the 2nd International Conference on System-Integrated Intelligence</i>, vol. 15, 2014, pp. 46–53, doi:<a href=\"https://doi.org/10.1016/j.protcy.2014.09.033\">10.1016/j.protcy.2014.09.033</a>.","bibtex":"@article{Meyer _Sondermann-Wölke_Sextro_2014, title={Method to Identify Dependability Objectives in Multiobjective Optimization Problem}, volume={15}, DOI={<a href=\"https://doi.org/10.1016/j.protcy.2014.09.033\">10.1016/j.protcy.2014.09.033</a>}, journal={Conference Proceedings of the 2nd International Conference on System-Integrated Intelligence}, author={Meyer , Tobias and Sondermann-Wölke, Christoph and Sextro, Walter}, year={2014}, pages={46–53} }","short":"T. Meyer , C. Sondermann-Wölke, W. Sextro, Conference Proceedings of the 2nd International Conference on System-Integrated Intelligence 15 (2014) 46–53.","chicago":"Meyer , Tobias, Christoph Sondermann-Wölke, and Walter Sextro. “Method to Identify Dependability Objectives in Multiobjective Optimization Problem.” <i>Conference Proceedings of the 2nd International Conference on System-Integrated Intelligence</i> 15 (2014): 46–53. <a href=\"https://doi.org/10.1016/j.protcy.2014.09.033\">https://doi.org/10.1016/j.protcy.2014.09.033</a>.","ieee":"T. Meyer , C. Sondermann-Wölke, and W. Sextro, “Method to Identify Dependability Objectives in Multiobjective Optimization Problem,” <i>Conference Proceedings of the 2nd International Conference on System-Integrated Intelligence</i>, vol. 15, pp. 46–53, 2014.","ama":"Meyer  T, Sondermann-Wölke C, Sextro W. Method to Identify Dependability Objectives in Multiobjective Optimization Problem. <i>Conference Proceedings of the 2nd International Conference on System-Integrated Intelligence</i>. 2014;15:46-53. doi:<a href=\"https://doi.org/10.1016/j.protcy.2014.09.033\">10.1016/j.protcy.2014.09.033</a>"},"page":"46-53","intvolume":"        15","year":"2014","author":[{"full_name":"Meyer , Tobias","last_name":"Meyer ","first_name":"Tobias"},{"first_name":"Christoph","last_name":"Sondermann-Wölke","full_name":"Sondermann-Wölke, Christoph"},{"last_name":"Sextro","full_name":"Sextro, Walter","id":"21220","first_name":"Walter"}],"date_created":"2019-05-20T13:19:37Z","volume":15,"date_updated":"2019-09-16T10:22:04Z","doi":"10.1016/j.protcy.2014.09.033","title":"Method to Identify Dependability Objectives in Multiobjective Optimization Problem"},{"publication":"Dependability of Self-Optimizing Mechatronic Systems","type":"book_chapter","status":"public","editor":[{"first_name":"Jürgen","last_name":"Gausemeier","full_name":"Gausemeier, Jürgen"},{"first_name":"Franz","full_name":"Josef Rammig, Franz","last_name":"Josef Rammig"},{"first_name":"Wilhelm","last_name":"Schäfer","full_name":"Schäfer, Wilhelm"},{"last_name":"Sextro","full_name":"Sextro, Walter","first_name":"Walter"}],"department":[{"_id":"151"}],"user_id":"55222","series_title":"Lecture Notes in Mechanical Engineering","_id":"9893","language":[{"iso":"eng"}],"publication_identifier":{"isbn":["978-3-642-53741-7"]},"page":"1-24","citation":{"ama":"Trächtler A, Hölscher C, Rasche C, et al. Introduction to Self-optimization and Dependability. In: Gausemeier J, Josef Rammig F, Schäfer W, Sextro W, eds. <i>Dependability of Self-Optimizing Mechatronic Systems</i>. Lecture Notes in Mechanical Engineering. Springer Berlin Heidelberg; 2014:1-24. doi:<a href=\"https://doi.org/10.1007/978-3-642-53742-4_1\">10.1007/978-3-642-53742-4_1</a>","ieee":"A. Trächtler <i>et al.</i>, “Introduction to Self-optimization and Dependability,” in <i>Dependability of Self-Optimizing Mechatronic Systems</i>, J. Gausemeier, F. Josef Rammig, W. Schäfer, and W. Sextro, Eds. Springer Berlin Heidelberg, 2014, pp. 1–24.","chicago":"Trächtler, Ansgar, Christian Hölscher, Christoph Rasche, Claudia Priesterjahn, Detmar Zimmer, Jan Henning Keßler, Katharin Stahl, et al. “Introduction to Self-Optimization and Dependability.” In <i>Dependability of Self-Optimizing Mechatronic Systems</i>, edited by Jürgen Gausemeier, Franz Josef Rammig, Wilhelm Schäfer, and Walter Sextro, 1–24. Lecture Notes in Mechanical Engineering. Springer Berlin Heidelberg, 2014. <a href=\"https://doi.org/10.1007/978-3-642-53742-4_1\">https://doi.org/10.1007/978-3-642-53742-4_1</a>.","short":"A. Trächtler, C. Hölscher, C. Rasche, C. Priesterjahn, D. Zimmer, J. Henning Keßler, K. Stahl, K. Flaßkamp, M. Vaßholz, M. Krüger, M. Dellnitz, P. Iwanek, P. Reinold, P. Hartmann, T. Meyer, W. Sextro, in: J. Gausemeier, F. Josef Rammig, W. Schäfer, W. Sextro (Eds.), Dependability of Self-Optimizing Mechatronic Systems, Springer Berlin Heidelberg, 2014, pp. 1–24.","mla":"Trächtler, Ansgar, et al. “Introduction to Self-Optimization and Dependability.” <i>Dependability of Self-Optimizing Mechatronic Systems</i>, edited by Jürgen Gausemeier et al., Springer Berlin Heidelberg, 2014, pp. 1–24, doi:<a href=\"https://doi.org/10.1007/978-3-642-53742-4_1\">10.1007/978-3-642-53742-4_1</a>.","bibtex":"@inbook{Trächtler_Hölscher_Rasche_Priesterjahn_Zimmer_Henning Keßler_Stahl_Flaßkamp_Vaßholz_Krüger_et al._2014, series={Lecture Notes in Mechanical Engineering}, title={Introduction to Self-optimization and Dependability}, DOI={<a href=\"https://doi.org/10.1007/978-3-642-53742-4_1\">10.1007/978-3-642-53742-4_1</a>}, booktitle={Dependability of Self-Optimizing Mechatronic Systems}, publisher={Springer Berlin Heidelberg}, author={Trächtler, Ansgar and Hölscher, Christian and Rasche, Christoph and Priesterjahn, Claudia and Zimmer, Detmar and Henning Keßler, Jan and Stahl, Katharin and Flaßkamp, Kathrin and Vaßholz, Mareen and Krüger, Martin and et al.}, editor={Gausemeier, Jürgen and Josef Rammig, Franz and Schäfer, Wilhelm and Sextro, WalterEditors}, year={2014}, pages={1–24}, collection={Lecture Notes in Mechanical Engineering} }","apa":"Trächtler, A., Hölscher, C., Rasche, C., Priesterjahn, C., Zimmer, D., Henning Keßler, J., … Sextro, W. (2014). Introduction to Self-optimization and Dependability. In J. Gausemeier, F. Josef Rammig, W. Schäfer, &#38; W. Sextro (Eds.), <i>Dependability of Self-Optimizing Mechatronic Systems</i> (pp. 1–24). Springer Berlin Heidelberg. <a href=\"https://doi.org/10.1007/978-3-642-53742-4_1\">https://doi.org/10.1007/978-3-642-53742-4_1</a>"},"year":"2014","author":[{"first_name":"Ansgar","last_name":"Trächtler","full_name":"Trächtler, Ansgar"},{"first_name":"Christian","full_name":"Hölscher, Christian","last_name":"Hölscher"},{"last_name":"Rasche","full_name":"Rasche, Christoph","first_name":"Christoph"},{"first_name":"Claudia","last_name":"Priesterjahn","full_name":"Priesterjahn, Claudia"},{"first_name":"Detmar","full_name":"Zimmer, Detmar","last_name":"Zimmer"},{"last_name":"Henning Keßler","full_name":"Henning Keßler, Jan","first_name":"Jan"},{"first_name":"Katharin","last_name":"Stahl","full_name":"Stahl, Katharin"},{"first_name":"Kathrin","last_name":"Flaßkamp","full_name":"Flaßkamp, Kathrin"},{"last_name":"Vaßholz","full_name":"Vaßholz, Mareen","first_name":"Mareen"},{"last_name":"Krüger","full_name":"Krüger, Martin","first_name":"Martin"},{"last_name":"Dellnitz","full_name":"Dellnitz, Michael","first_name":"Michael"},{"full_name":"Iwanek, Peter","last_name":"Iwanek","first_name":"Peter"},{"last_name":"Reinold","full_name":"Reinold, Peter","first_name":"Peter"},{"first_name":"Philip","last_name":"Hartmann","full_name":"Hartmann, Philip"},{"first_name":"Tobias","last_name":"Meyer","full_name":"Meyer, Tobias"},{"full_name":"Sextro, Walter","id":"21220","last_name":"Sextro","first_name":"Walter"}],"date_created":"2019-05-20T13:29:24Z","publisher":"Springer Berlin Heidelberg","date_updated":"2019-05-20T13:32:38Z","doi":"10.1007/978-3-642-53742-4_1","title":"Introduction to Self-optimization and Dependability"},{"publication":"Proceedings of 8th International Conference on Integrated Power Electronic Systems","type":"conference","status":"public","abstract":[{"text":"In power electronics, ultrasonic wire bonding is used to connect the electrical terminals of power modules. To implement a self-optimization technique for ultrasonic wire bonding machines, a model of the process is essential. This model needs to include the so called ultrasonic softening effect. It is a key effect within the wire bonding process primarily enabling the robust interconnection between the wire and a substrate. However, the physical modeling of the ultrasonic softening effect is notoriously difficult because of its highly non-linear character and the absence of a proper measurement method. In a first step, this paper validates the importance of modeling the ultrasonic softening by showing its impact on the wire deformation characteristic experimentally. In a second step, the paper presents a data-driven model of the ultrasonic softening effect which is constructed from data using machine learning techniques. A typical caveat of data-driven modeling is the need for training data that cover the considered domain of process parameters in order to achieve accurate generalization of the trained model to new process configurations. In practice, however, the space of process parameters can only be sampled sparsely. In this paper, a novel technique is applied which enables the integration of prior knowledge about the process into the datadriven modeling process. It turns out that this approach results in accurate generalization of the data-driven model to unseen process parameters from sparse data.","lang":"eng"}],"department":[{"_id":"151"}],"user_id":"210","_id":"9896","project":[{"grant_number":"02 PQ2210","_id":"92","name":"Intelligente Herstellung zuverlässiger Kupferbondverbindungen"}],"language":[{"iso":"eng"}],"page":"175-180","intvolume":"       141","citation":{"bibtex":"@inproceedings{Unger_Sextro_Althoff_Meyer_Brökelmann_Neumann_Reimann_Guth_Bolowski_2014, title={Data-driven Modeling of the Ultrasonic Softening Effect for Robust Copper Wire Bonding}, volume={141}, booktitle={Proceedings of 8th International Conference on Integrated Power Electronic Systems}, author={Unger, Andreas and Sextro, Walter and Althoff, Simon and Meyer, Tobias and Brökelmann, Michael and Neumann, Klaus and Reimann, René Felix and Guth, Karsten and Bolowski, Daniel}, year={2014}, pages={175–180} }","mla":"Unger, Andreas, et al. “Data-Driven Modeling of the Ultrasonic Softening Effect for Robust Copper Wire Bonding.” <i>Proceedings of 8th International Conference on Integrated Power Electronic Systems</i>, vol. 141, 2014, pp. 175–80.","short":"A. Unger, W. Sextro, S. Althoff, T. Meyer, M. Brökelmann, K. Neumann, R.F. Reimann, K. Guth, D. Bolowski, in: Proceedings of 8th International Conference on Integrated Power Electronic Systems, 2014, pp. 175–180.","apa":"Unger, A., Sextro, W., Althoff, S., Meyer, T., Brökelmann, M., Neumann, K., … Bolowski, D. (2014). Data-driven Modeling of the Ultrasonic Softening Effect for Robust Copper Wire Bonding. In <i>Proceedings of 8th International Conference on Integrated Power Electronic Systems</i> (Vol. 141, pp. 175–180).","ieee":"A. Unger <i>et al.</i>, “Data-driven Modeling of the Ultrasonic Softening Effect for Robust Copper Wire Bonding,” in <i>Proceedings of 8th International Conference on Integrated Power Electronic Systems</i>, 2014, vol. 141, pp. 175–180.","chicago":"Unger, Andreas, Walter Sextro, Simon Althoff, Tobias Meyer, Michael Brökelmann, Klaus Neumann, René Felix Reimann, Karsten Guth, and Daniel Bolowski. “Data-Driven Modeling of the Ultrasonic Softening Effect for Robust Copper Wire Bonding.” In <i>Proceedings of 8th International Conference on Integrated Power Electronic Systems</i>, 141:175–80, 2014.","ama":"Unger A, Sextro W, Althoff S, et al. Data-driven Modeling of the Ultrasonic Softening Effect for Robust Copper Wire Bonding. In: <i>Proceedings of 8th International Conference on Integrated Power Electronic Systems</i>. Vol 141. ; 2014:175-180."},"year":"2014","volume":141,"author":[{"last_name":"Unger","full_name":"Unger, Andreas","first_name":"Andreas"},{"last_name":"Sextro","full_name":"Sextro, Walter","id":"21220","first_name":"Walter"},{"last_name":"Althoff","full_name":"Althoff, Simon","first_name":"Simon"},{"first_name":"Tobias","last_name":"Meyer","full_name":"Meyer, Tobias"},{"first_name":"Michael","last_name":"Brökelmann","full_name":"Brökelmann, Michael"},{"first_name":"Klaus","last_name":"Neumann","full_name":"Neumann, Klaus"},{"last_name":"Reimann","full_name":"Reimann, René Felix","first_name":"René Felix"},{"full_name":"Guth, Karsten","last_name":"Guth","first_name":"Karsten"},{"first_name":"Daniel","full_name":"Bolowski, Daniel","last_name":"Bolowski"}],"date_created":"2019-05-20T13:38:10Z","date_updated":"2020-05-07T05:33:47Z","title":"Data-driven Modeling of the Ultrasonic Softening Effect for Robust Copper Wire Bonding"},{"citation":{"ieee":"S. Krauter, “Plant layout modifications and load adaptation to integrate Photovoltaics in the energy system.,” in <i>Proceedings of the 29th European Photovoltaic Solar Energy Conference and Exhibition, Amsterdam (The Netherlands), September 22-16, 2014 </i>, 2014.","chicago":"Krauter, Stefan. “Plant Layout Modifications and Load Adaptation to Integrate Photovoltaics in the Energy System.” In <i>Proceedings of the 29th European Photovoltaic Solar Energy Conference and Exhibition, Amsterdam (The Netherlands), September 22-16, 2014 </i>, 2014.","ama":"Krauter S. Plant layout modifications and load adaptation to integrate Photovoltaics in the energy system. In: <i>Proceedings of the 29th European Photovoltaic Solar Energy Conference and Exhibition, Amsterdam (The Netherlands), September 22-16, 2014 </i>. ; 2014.","apa":"Krauter, S. (2014). Plant layout modifications and load adaptation to integrate Photovoltaics in the energy system. In <i>Proceedings of the 29th European Photovoltaic Solar Energy Conference and Exhibition, Amsterdam (The Netherlands), September 22-16, 2014 </i>.","mla":"Krauter, Stefan. “Plant Layout Modifications and Load Adaptation to Integrate Photovoltaics in the Energy System.” <i>Proceedings of the 29th European Photovoltaic Solar Energy Conference and Exhibition, Amsterdam (The Netherlands), September 22-16, 2014 </i>, 2014.","short":"S. Krauter, in: Proceedings of the 29th European Photovoltaic Solar Energy Conference and Exhibition, Amsterdam (The Netherlands), September 22-16, 2014 , 2014.","bibtex":"@inproceedings{Krauter_2014, title={Plant layout modifications and load adaptation to integrate Photovoltaics in the energy system.}, booktitle={Proceedings of the 29th European Photovoltaic Solar Energy Conference and Exhibition, Amsterdam (The Netherlands), September 22-16, 2014 }, author={Krauter, Stefan}, year={2014} }"},"year":"2014","title":"Plant layout modifications and load adaptation to integrate Photovoltaics in the energy system.","date_created":"2019-01-21T10:50:35Z","author":[{"first_name":"Stefan","id":"28836","full_name":"Krauter, Stefan","last_name":"Krauter","orcid":"0000-0002-3594-260X"}],"date_updated":"2022-01-06T07:03:23Z","status":"public","type":"conference","publication":"Proceedings of the 29th European Photovoltaic Solar Energy Conference and Exhibition, Amsterdam (The Netherlands), September 22-16, 2014 ","language":[{"iso":"eng"}],"user_id":"16148","department":[{"_id":"53"}],"_id":"6940"}]