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Shishkov. Lecture Notes in Business Information Processing. Springer, 2020.","ama":"Vorbohle C, Szopinski D, Kundisch D. Business Model Dependencies: Towards conceptualizing dependencies for extending modeling languages for business models. Shishkov B, ed. 2020;391.","apa":"Vorbohle, C., Szopinski, D., & Kundisch, D. (2020). Business Model Dependencies: Towards conceptualizing dependencies for extending modeling languages for business models. (B. Shishkov, Ed.). Presented at the 10th International Symposium on Business Modeling and Software Design (BMSD), Potsdam, Germany: Springer.","mla":"Vorbohle, Christian, et al. Business Model Dependencies: Towards Conceptualizing Dependencies for Extending Modeling Languages for Business Models. Edited by B. Shishkov, vol. 391, Springer, 2020.","bibtex":"@article{Vorbohle_Szopinski_Kundisch_2020, series={Lecture Notes in Business Information Processing}, title={Business Model Dependencies: Towards conceptualizing dependencies for extending modeling languages for business models}, volume={391}, publisher={Springer}, author={Vorbohle, Christian and Szopinski, Daniel and Kundisch, Dennis}, editor={Shishkov, B.Editor}, year={2020}, collection={Lecture Notes in Business Information Processing} }","short":"C. Vorbohle, D. Szopinski, D. Kundisch, 391 (2020).","ieee":"C. Vorbohle, D. Szopinski, and D. Kundisch, “Business Model Dependencies: Towards conceptualizing dependencies for extending modeling languages for business models,” vol. 391. Springer, 2020."},"_id":"17368","intvolume":" 391","conference":{"end_date":"2020-07-08","location":"Potsdam, Germany","start_date":"2020-07-06","name":"10th International Symposium on Business Modeling and Software Design (BMSD)"},"project":[{"name":"SFB 901","_id":"1"},{"_id":"4","name":"SFB 901 - Project Area C"},{"_id":"17","name":"SFB 901 - Subproject C5"}],"editor":[{"last_name":"Shishkov","full_name":"Shishkov, B.","first_name":"B."}],"publication_status":"published","publication_identifier":{"isbn":["978-3-030-52305-3"]},"department":[{"_id":"276"}],"title":"Business Model Dependencies: Towards conceptualizing dependencies for extending modeling languages for business models","language":[{"iso":"eng"}],"series_title":"Lecture Notes in Business Information Processing","date_updated":"2022-01-06T06:53:09Z"},{"status":"public","date_created":"2020-07-10T18:55:30Z","publisher":"IOS Press","author":[{"first_name":"Nam","full_name":"Ho, Nam","last_name":"Ho"},{"first_name":"Paul","full_name":"Kaufmann, Paul","last_name":"Kaufmann"},{"last_name":"Platzner","id":"398","first_name":"Marco","full_name":"Platzner, Marco"}],"department":[{"_id":"78"}],"publication":"International Journal of Hybrid intelligent Systems","user_id":"398","title":"Evolution of Application-Specific Cache Mappings","language":[{"iso":"eng"}],"citation":{"ieee":"N. Ho, P. Kaufmann, and M. Platzner, “Evolution of Application-Specific Cache Mappings,” International Journal of Hybrid intelligent Systems, 2020.","short":"N. Ho, P. Kaufmann, M. Platzner, International Journal of Hybrid Intelligent Systems (2020).","mla":"Ho, Nam, et al. “Evolution of Application-Specific Cache Mappings.” International Journal of Hybrid Intelligent Systems, IOS Press, 2020.","bibtex":"@article{Ho_Kaufmann_Platzner_2020, title={Evolution of Application-Specific Cache Mappings}, journal={International Journal of Hybrid intelligent Systems}, publisher={IOS Press}, author={Ho, Nam and Kaufmann, Paul and Platzner, Marco}, year={2020} }","chicago":"Ho, Nam, Paul Kaufmann, and Marco Platzner. “Evolution of Application-Specific Cache Mappings.” International Journal of Hybrid Intelligent Systems, 2020.","ama":"Ho N, Kaufmann P, Platzner M. Evolution of Application-Specific Cache Mappings. International Journal of Hybrid intelligent Systems. 2020.","apa":"Ho, N., Kaufmann, P., & Platzner, M. (2020). Evolution of Application-Specific Cache Mappings. International Journal of Hybrid Intelligent Systems."},"year":"2020","type":"journal_article","date_updated":"2022-01-06T06:53:09Z","_id":"17369"},{"_id":"17370","citation":{"ieee":"J. Castenow, B. Feldkord, T. Knollmann, M. Malatyali, and F. Meyer auf der Heide, “The Online Multi-Commodity Facility Location Problem,” in Proceedings of the 32nd ACM Symposium on Parallelism in Algorithms and Architectures, 2020.","short":"J. Castenow, B. Feldkord, T. Knollmann, M. Malatyali, F. Meyer auf der Heide, in: Proceedings of the 32nd ACM Symposium on Parallelism in Algorithms and Architectures, 2020.","bibtex":"@inproceedings{Castenow_Feldkord_Knollmann_Malatyali_Meyer auf der Heide_2020, title={The Online Multi-Commodity Facility Location Problem}, DOI={10.1145/3350755.3400281}, booktitle={Proceedings of the 32nd ACM Symposium on Parallelism in Algorithms and Architectures}, author={Castenow, Jannik and Feldkord, Björn and Knollmann, Till and Malatyali, Manuel and Meyer auf der Heide, Friedhelm}, year={2020} }","mla":"Castenow, Jannik, et al. “The Online Multi-Commodity Facility Location Problem.” Proceedings of the 32nd ACM Symposium on Parallelism in Algorithms and Architectures, 2020, doi:10.1145/3350755.3400281.","apa":"Castenow, J., Feldkord, B., Knollmann, T., Malatyali, M., & Meyer auf der Heide, F. (2020). The Online Multi-Commodity Facility Location Problem. In Proceedings of the 32nd ACM Symposium on Parallelism in Algorithms and Architectures. https://doi.org/10.1145/3350755.3400281","ama":"Castenow J, Feldkord B, Knollmann T, Malatyali M, Meyer auf der Heide F. The Online Multi-Commodity Facility Location Problem. In: Proceedings of the 32nd ACM Symposium on Parallelism in Algorithms and Architectures. ; 2020. doi:10.1145/3350755.3400281","chicago":"Castenow, Jannik, Björn Feldkord, Till Knollmann, Manuel Malatyali, and Friedhelm Meyer auf der Heide. “The Online Multi-Commodity Facility Location Problem.” In Proceedings of the 32nd ACM Symposium on Parallelism in Algorithms and Architectures, 2020. https://doi.org/10.1145/3350755.3400281."},"year":"2020","type":"conference","user_id":"39241","ddc":["000"],"abstract":[{"text":" We consider a natural extension to the metric uncapacitated Facility Location Problem (FLP) in which requests ask for different commodities out of a finite set \\( S \\) of commodities.\r\n Ravi and Sinha (SODA 2004) introduced the model as the \\emph{Multi-Commodity Facility Location Problem} (MFLP) and considered it an offline optimization problem.\r\n The model itself is similar to the FLP: i.e., requests are located at points of a finite metric space and the task of an algorithm is to construct facilities and assign requests to facilities while minimizing the construction cost and the sum over all assignment distances.\r\n In addition, requests and facilities are heterogeneous; they request or offer multiple commodities out of $S$.\r\n A request has to be connected to a set of facilities jointly offering the commodities demanded by it.\r\n In comparison to the FLP, an algorithm has to decide not only if and where to place facilities, but also which commodities to offer at each.\r\n\r\n To the best of our knowledge we are the first to study the problem in its online variant in which requests, their positions and their commodities are not known beforehand but revealed over time.\r\n We present results regarding the competitive ratio.\r\n On the one hand, we show that heterogeneity influences the competitive ratio by developing a lower bound on the competitive ratio for any randomized online algorithm of \\( \\Omega ( \\sqrt{|S|} + \\frac{\\log n}{\\log \\log n} ) \\) that already holds for simple line metrics.\r\n Here, \\( n \\) is the number of requests.\r\n On the other side, we establish a deterministic \\( \\mathcal{O}(\\sqrt{|S|} \\cdot \\log n) \\)-competitive algorithm and a randomized \\( \\mathcal{O}(\\sqrt{|S|} \\cdot \\frac{\\log n}{\\log \\log n} ) \\)-competitive algorithm.\r\n Further, we show that when considering a more special class of cost functions for the construction cost of a facility, the competitive ratio decreases given by our deterministic algorithm depending on the function.","lang":"eng"}],"status":"public","has_accepted_license":"1","date_created":"2020-07-14T07:53:20Z","file":[{"file_size":1271416,"file_id":"17373","creator":"tillk","date_updated":"2020-07-14T07:56:52Z","content_type":"application/pdf","relation":"main_file","success":1,"date_created":"2020-07-14T07:56:52Z","file_name":"3350755.3400281.pdf","access_level":"closed"}],"author":[{"first_name":"Jannik","full_name":"Castenow, Jannik","last_name":"Castenow","id":"38705"},{"id":"22704","last_name":"Feldkord","full_name":"Feldkord, Björn","first_name":"Björn"},{"full_name":"Knollmann, Till","orcid":"0000-0003-2014-4696","first_name":"Till","id":"39241","last_name":"Knollmann"},{"first_name":"Manuel","full_name":"Malatyali, Manuel","last_name":"Malatyali"},{"first_name":"Friedhelm","full_name":"Meyer auf der Heide, Friedhelm","last_name":"Meyer auf der Heide","id":"15523"}],"keyword":["Online Multi-Commodity Facility Location","Competitive Ratio","Online Optimization","Facility Location Problem"],"publication":"Proceedings of the 32nd ACM Symposium on Parallelism in Algorithms and Architectures","file_date_updated":"2020-07-14T07:56:52Z","doi":"10.1145/3350755.3400281","date_updated":"2022-01-06T06:53:10Z","language":[{"iso":"eng"}],"title":"The Online Multi-Commodity Facility Location Problem","external_id":{"arxiv":["2005.08391"]},"project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Project Area A","_id":"2"},{"_id":"5","name":"SFB 901 - Subproject A1"}],"publication_identifier":{"isbn":["9781450369350"]},"publication_status":"published","department":[{"_id":"63"}]},{"department":[{"_id":"63"}],"publication_identifier":{"isbn":["9781450369350"]},"publication_status":"published","external_id":{"arxiv":["2010.02043 "]},"title":"Brief Announcement: A Discrete and Continuous Study of the Max-Chain-Formation Problem: Slow Down to Speed up","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:53:10Z","doi":"10.1145/3350755.3400263","publication":"Proceedings of the 32nd ACM Symposium on Parallelism in Algorithms and Architectures","file_date_updated":"2020-07-14T07:56:04Z","author":[{"full_name":"Castenow, Jannik","first_name":"Jannik","id":"38705","last_name":"Castenow"},{"last_name":"Kling","first_name":"Peter","full_name":"Kling, Peter"},{"id":"39241","last_name":"Knollmann","orcid":"0000-0003-2014-4696","full_name":"Knollmann, Till","first_name":"Till"},{"full_name":"Meyer auf der Heide, Friedhelm","first_name":"Friedhelm","id":"15523","last_name":"Meyer auf der Heide"}],"file":[{"content_type":"application/pdf","date_updated":"2020-07-14T07:56:04Z","relation":"main_file","success":1,"file_size":1078544,"file_id":"17372","creator":"janniksu","access_level":"closed","file_name":"3350755.3400263.pdf","date_created":"2020-07-14T07:56:04Z"}],"date_created":"2020-07-14T07:53:47Z","status":"public","has_accepted_license":"1","ddc":["000"],"user_id":"38705","type":"conference","citation":{"ieee":"J. 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C","publisher":"The Royal Society of Chemistry","author":[{"last_name":"Zhou","full_name":"Zhou, Jiaqi","first_name":"Jiaqi"},{"full_name":"Khazaei, Mohammad","first_name":"Mohammad","last_name":"Khazaei"},{"full_name":"Ranjbar, Ahmad","first_name":"Ahmad","last_name":"Ranjbar"},{"first_name":"Vei","full_name":"Wang, Vei","last_name":"Wang"},{"last_name":"Kühne","first_name":"Thomas D.","full_name":"Kühne, Thomas D."},{"first_name":"Kaoru","full_name":"Ohno, Kaoru","last_name":"Ohno"},{"first_name":"Yoshiyuki","full_name":"Kawazoe, Yoshiyuki","last_name":"Kawazoe"},{"last_name":"Liang","full_name":"Liang, Yunye","first_name":"Yunye"}],"volume":8,"date_created":"2020-07-14T09:12:35Z","status":"public","title":"Modulation of nearly free electron states in hydroxyl-functionalized MXenes: a first-principles study","user_id":"71692","page":"5211-5221","year":"2020","type":"journal_article","citation":{"short":"J. Zhou, M. Khazaei, A. Ranjbar, V. Wang, T.D. Kühne, K. Ohno, Y. Kawazoe, Y. Liang, J. Mater. Chem. C 8 (2020) 5211–5221.","ieee":"J. Zhou et al., “Modulation of nearly free electron states in hydroxyl-functionalized MXenes: a first-principles study,” J. Mater. Chem. C, vol. 8, pp. 5211–5221, 2020.","chicago":"Zhou, Jiaqi, Mohammad Khazaei, Ahmad Ranjbar, Vei Wang, Thomas D. Kühne, Kaoru Ohno, Yoshiyuki Kawazoe, and Yunye Liang. “Modulation of Nearly Free Electron States in Hydroxyl-Functionalized MXenes: A First-Principles Study.” J. Mater. Chem. C 8 (2020): 5211–21. https://doi.org/10.1039/C9TC06837F.","ama":"Zhou J, Khazaei M, Ranjbar A, et al. Modulation of nearly free electron states in hydroxyl-functionalized MXenes: a first-principles study. J Mater Chem C. 2020;8:5211-5221. doi:10.1039/C9TC06837F","apa":"Zhou, J., Khazaei, M., Ranjbar, A., Wang, V., Kühne, T. D., Ohno, K., … Liang, Y. (2020). Modulation of nearly free electron states in hydroxyl-functionalized MXenes: a first-principles study. J. Mater. Chem. 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Elgabarty, T. Kampfrath, D.J. Bonthuis, V. Balos, N.K. Kaliannan, P. Loche, R.R. Netz, M. Wolf, T.D. K{\\, M. Sajadi, Science Advances 6 (2020).","ieee":"H. Elgabarty et al., “Energy transfer within the hydrogen bonding network of water following resonant terahertz excitation,” Science Advances, vol. 6, no. 17, 2020.","chicago":"Elgabarty, Hossam, Tobias Kampfrath, Douwe Jan Bonthuis, Vasileios Balos, Naveen Kumar Kaliannan, Philip Loche, Roland R. Netz, Martin Wolf, Thomas D. K{\\, and Mohsen Sajadi. “Energy Transfer within the Hydrogen Bonding Network of Water Following Resonant Terahertz Excitation.” Science Advances 6, no. 17 (2020). https://doi.org/10.1126/sciadv.aay7074.","ama":"Elgabarty H, Kampfrath T, Bonthuis DJ, et al. Energy transfer within the hydrogen bonding network of water following resonant terahertz excitation. Science Advances. 2020;6(17). doi:10.1126/sciadv.aay7074","apa":"Elgabarty, H., Kampfrath, T., Bonthuis, D. J., Balos, V., Kaliannan, N. K., Loche, P., … Sajadi, M. (2020). Energy transfer within the hydrogen bonding network of water following resonant terahertz excitation. 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Hüllermeier, in: KI 2020: Advances in Artificial Intelligence, 2020."},"language":[{"iso":"eng"}],"_id":"17408","date_updated":"2022-01-06T06:53:10Z","conference":{"name":"43rd German Conference on Artificial Intelligence"},"status":"public","date_created":"2020-07-21T10:21:09Z","project":[{"name":"SFB 901","_id":"1"},{"_id":"3","name":"SFB 901 - Project Area B"},{"name":"SFB 901 - Subproject B2","_id":"10"},{"_id":"52","name":"Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"author":[{"last_name":"Hanselle","id":"43980","first_name":"Jonas Manuel","full_name":"Hanselle, Jonas Manuel","orcid":"0000-0002-1231-4985"},{"full_name":"Tornede, Alexander","first_name":"Alexander","id":"38209","last_name":"Tornede"},{"orcid":" https://orcid.org/0000-0001-9782-6818","full_name":"Wever, Marcel Dominik","first_name":"Marcel Dominik","id":"33176","last_name":"Wever"},{"first_name":"Eyke","full_name":"Hüllermeier, Eyke","last_name":"Hüllermeier","id":"48129"}],"publication":"KI 2020: Advances in Artificial Intelligence","department":[{"_id":"34"},{"_id":"355"},{"_id":"26"}],"title":"Hybrid Ranking and Regression for Algorithm Selection","user_id":"5786"},{"doi":"10.1007/978-3-030-51264-4_9","date_updated":"2022-01-06T06:53:11Z","_id":"17411","type":"book_chapter","citation":{"chicago":"Flaßkamp, Kathrin, Sina Ober-Blöbaum, and Sebastian Peitz. “Symmetry in Optimal Control: A Multiobjective Model Predictive Control Approach.” In Advances in Dynamics, Optimization and Computation, edited by Oliver Junge, Oliver Schütze, Gary Froyland, Sina Ober-Blöbaum, and Kathrin Padberg-Gehle. Cham: Springer, 2020. https://doi.org/10.1007/978-3-030-51264-4_9.","apa":"Flaßkamp, K., Ober-Blöbaum, S., & Peitz, S. (2020). Symmetry in Optimal Control: A Multiobjective Model Predictive Control Approach. In O. Junge, O. Schütze, G. Froyland, S. Ober-Blöbaum, & K. Padberg-Gehle (Eds.), Advances in Dynamics, Optimization and Computation. Cham: Springer. https://doi.org/10.1007/978-3-030-51264-4_9","ama":"Flaßkamp K, Ober-Blöbaum S, Peitz S. Symmetry in Optimal Control: A Multiobjective Model Predictive Control Approach. In: Junge O, Schütze O, Froyland G, Ober-Blöbaum S, Padberg-Gehle K, eds. Advances in Dynamics, Optimization and Computation. Cham: Springer; 2020. doi:10.1007/978-3-030-51264-4_9","bibtex":"@inbook{Flaßkamp_Ober-Blöbaum_Peitz_2020, place={Cham}, title={Symmetry in Optimal Control: A Multiobjective Model Predictive Control Approach}, DOI={10.1007/978-3-030-51264-4_9}, booktitle={Advances in Dynamics, Optimization and Computation}, publisher={Springer}, author={Flaßkamp, Kathrin and Ober-Blöbaum, Sina and Peitz, Sebastian}, editor={Junge, Oliver and Schütze, Oliver and Froyland, Gary and Ober-Blöbaum, Sina and Padberg-Gehle, KathrinEditors}, year={2020} }","mla":"Flaßkamp, Kathrin, et al. “Symmetry in Optimal Control: A Multiobjective Model Predictive Control Approach.” Advances in Dynamics, Optimization and Computation, edited by Oliver Junge et al., Springer, 2020, doi:10.1007/978-3-030-51264-4_9.","short":"K. Flaßkamp, S. Ober-Blöbaum, S. Peitz, in: O. Junge, O. Schütze, G. Froyland, S. Ober-Blöbaum, K. Padberg-Gehle (Eds.), Advances in Dynamics, Optimization and Computation, Springer, Cham, 2020.","ieee":"K. Flaßkamp, S. Ober-Blöbaum, and S. Peitz, “Symmetry in Optimal Control: A Multiobjective Model Predictive Control Approach,” in Advances in Dynamics, Optimization and Computation, O. Junge, O. Schütze, G. Froyland, S. Ober-Blöbaum, and K. Padberg-Gehle, Eds. Cham: Springer, 2020."},"year":"2020","language":[{"iso":"eng"}],"title":"Symmetry in Optimal Control: A Multiobjective Model Predictive Control Approach","user_id":"47427","place":"Cham","abstract":[{"text":"Many dynamical systems possess symmetries, e.g. rotational and translational invariances of mechanical systems. These can be beneficially exploited in the design of numerical optimal control methods. We present a model predictive control scheme which is based on a library of precomputed motion primitives. The primitives are equivalence classes w.r.t. the symmetry of the optimal control problems. Trim primitives as relative equilibria w.r.t. this symmetry, play a crucial role in the algorithm. The approach is illustrated using an academic mobile robot example.","lang":"eng"}],"editor":[{"last_name":"Junge","first_name":"Oliver","full_name":"Junge, Oliver"},{"full_name":"Schütze, Oliver","first_name":"Oliver","last_name":"Schütze"},{"first_name":"Gary","full_name":"Froyland, Gary","last_name":"Froyland"},{"first_name":"Sina","full_name":"Ober-Blöbaum, Sina","last_name":"Ober-Blöbaum"},{"last_name":"Padberg-Gehle","full_name":"Padberg-Gehle, Kathrin","first_name":"Kathrin"}],"publication_identifier":{"isbn":["9783030512637","9783030512644"],"issn":["2198-4182","2198-4190"]},"publication_status":"published","status":"public","date_created":"2020-07-27T09:50:19Z","publisher":"Springer","author":[{"last_name":"Flaßkamp","full_name":"Flaßkamp, Kathrin","first_name":"Kathrin"},{"last_name":"Ober-Blöbaum","first_name":"Sina","full_name":"Ober-Blöbaum, Sina"},{"id":"47427","last_name":"Peitz","full_name":"Peitz, Sebastian","orcid":"0000-0002-3389-793X","first_name":"Sebastian"}],"department":[{"_id":"101"}],"publication":"Advances in Dynamics, Optimization and Computation"},{"user_id":"5786","title":"AutoML for Predictive Maintenance: One Tool to RUL Them All","author":[{"full_name":"Tornede, Tanja","first_name":"Tanja","id":"40795","last_name":"Tornede"},{"full_name":"Tornede, Alexander","first_name":"Alexander","id":"38209","last_name":"Tornede"},{"last_name":"Wever","id":"33176","first_name":"Marcel Dominik","full_name":"Wever, Marcel Dominik","orcid":" https://orcid.org/0000-0001-9782-6818"},{"full_name":"Mohr, Felix","first_name":"Felix","last_name":"Mohr"},{"last_name":"Hüllermeier","id":"48129","first_name":"Eyke","full_name":"Hüllermeier, Eyke"}],"publication":"Proceedings of the ECMLPKDD 2020","department":[{"_id":"34"},{"_id":"355"},{"_id":"26"}],"status":"public","date_created":"2020-07-28T09:17:41Z","project":[{"_id":"52","name":"Computing Resources Provided by the Paderborn Center for Parallel Computing"},{"name":"SFB 901 - Project Area B","_id":"3"},{"_id":"10","name":"SFB 901 - Subproject B2"},{"name":"SFB 901","_id":"1"},{"_id":"52","name":"Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"_id":"17424","date_updated":"2022-01-06T06:53:11Z","conference":{"name":"IOTStream Workshop @ ECMLPKDD 2020"},"doi":"10.1007/978-3-030-66770-2_8","language":[{"iso":"eng"}],"year":"2020","citation":{"bibtex":"@inproceedings{Tornede_Tornede_Wever_Mohr_Hüllermeier_2020, title={AutoML for Predictive Maintenance: One Tool to RUL Them All}, DOI={10.1007/978-3-030-66770-2_8}, booktitle={Proceedings of the ECMLPKDD 2020}, author={Tornede, Tanja and Tornede, Alexander and Wever, Marcel Dominik and Mohr, Felix and Hüllermeier, Eyke}, year={2020} }","mla":"Tornede, Tanja, et al. “AutoML for Predictive Maintenance: One Tool to RUL Them All.” Proceedings of the ECMLPKDD 2020, 2020, doi:10.1007/978-3-030-66770-2_8.","chicago":"Tornede, Tanja, Alexander Tornede, Marcel Dominik Wever, Felix Mohr, and Eyke Hüllermeier. “AutoML for Predictive Maintenance: One Tool to RUL Them All.” In Proceedings of the ECMLPKDD 2020, 2020. https://doi.org/10.1007/978-3-030-66770-2_8.","ama":"Tornede T, Tornede A, Wever MD, Mohr F, Hüllermeier E. AutoML for Predictive Maintenance: One Tool to RUL Them All. In: Proceedings of the ECMLPKDD 2020. ; 2020. doi:10.1007/978-3-030-66770-2_8","apa":"Tornede, T., Tornede, A., Wever, M. D., Mohr, F., & Hüllermeier, E. (2020). AutoML for Predictive Maintenance: One Tool to RUL Them All. Proceedings of the ECMLPKDD 2020. IOTStream Workshop @ ECMLPKDD 2020. https://doi.org/10.1007/978-3-030-66770-2_8","ieee":"T. Tornede, A. Tornede, M. D. Wever, F. Mohr, and E. Hüllermeier, “AutoML for Predictive Maintenance: One Tool to RUL Them All,” presented at the IOTStream Workshop @ ECMLPKDD 2020, 2020, doi: 10.1007/978-3-030-66770-2_8.","short":"T. Tornede, A. Tornede, M.D. Wever, F. Mohr, E. Hüllermeier, in: Proceedings of the ECMLPKDD 2020, 2020."},"type":"conference"},{"publication":"Sensors","author":[{"last_name":"Hoffmann","full_name":"Hoffmann, Martin W.","first_name":"Martin W."},{"last_name":"Wildermuth","full_name":"Wildermuth, Stephan","first_name":"Stephan"},{"last_name":"Gitzel","first_name":"Ralf","full_name":"Gitzel, Ralf"},{"last_name":"Boyaci","full_name":"Boyaci, Aydin","first_name":"Aydin"},{"last_name":"Gebhardt","first_name":"Jörg","full_name":"Gebhardt, Jörg"},{"full_name":"Kaul, Holger","first_name":"Holger","last_name":"Kaul"},{"last_name":"Amihai","first_name":"Ido","full_name":"Amihai, Ido"},{"last_name":"Forg","full_name":"Forg, Bodo","first_name":"Bodo"},{"full_name":"Suriyah, Michael","first_name":"Michael","last_name":"Suriyah"},{"last_name":"Leibfried","full_name":"Leibfried, Thomas","first_name":"Thomas"},{"full_name":"Stich, Volker","first_name":"Volker","last_name":"Stich"},{"first_name":"Jan","full_name":"Hicking, Jan","last_name":"Hicking"},{"last_name":"Bremer","full_name":"Bremer, Martin","first_name":"Martin"},{"last_name":"Kaminski","full_name":"Kaminski, Lars","first_name":"Lars"},{"full_name":"Beverungen, Daniel","first_name":"Daniel","id":"59677","last_name":"Beverungen"},{"full_name":"zur Heiden, Philipp","first_name":"Philipp","id":"64394","last_name":"zur Heiden"},{"full_name":"Tornede, Tanja","first_name":"Tanja","id":"40795","last_name":"Tornede"}],"publication_status":"published","publication_identifier":{"issn":["1424-8220"]},"date_created":"2020-07-28T09:47:36Z","status":"public","abstract":[{"lang":"eng","text":"The development of renewable energies and smart mobility has profoundly impacted the future of the distribution grid. An increasing bidirectional energy flow stresses the assets of the distribution grid, especially medium voltage switchgear. This calls for improved maintenance strategies to prevent critical failures. Predictive maintenance, a maintenance strategy relying on current condition data of assets, serves as a guideline. Novel sensors covering thermal, mechanical, and partial discharge aspects of switchgear, enable continuous condition monitoring of some of the most critical assets of the distribution grid. Combined with machine learning algorithms, the demands put on the distribution grid by the energy and mobility revolutions can be handled. In this paper, we review the current state-of-the-art of all aspects of condition monitoring for medium voltage switchgear. Furthermore, we present an approach to develop a predictive maintenance system based on novel sensors and machine learning. We show how the existing medium voltage grid infrastructure can adapt these new needs on an economic scale."}],"title":"Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions","user_id":"40795","main_file_link":[{"url":"https://www.mdpi.com/1424-8220/20/7/2099","open_access":"1"}],"type":"journal_article","year":"2020","citation":{"ieee":"M. W. Hoffmann et al., “Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions,” Sensors, 2020.","short":"M.W. Hoffmann, S. Wildermuth, R. Gitzel, A. Boyaci, J. Gebhardt, H. Kaul, I. Amihai, B. Forg, M. Suriyah, T. Leibfried, V. Stich, J. Hicking, M. Bremer, L. Kaminski, D. Beverungen, P. zur Heiden, T. Tornede, Sensors (2020).","bibtex":"@article{Hoffmann_Wildermuth_Gitzel_Boyaci_Gebhardt_Kaul_Amihai_Forg_Suriyah_Leibfried_et al._2020, title={Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions}, DOI={10.3390/s20072099}, number={2099}, journal={Sensors}, author={Hoffmann, Martin W. and Wildermuth, Stephan and Gitzel, Ralf and Boyaci, Aydin and Gebhardt, Jörg and Kaul, Holger and Amihai, Ido and Forg, Bodo and Suriyah, Michael and Leibfried, Thomas and et al.}, year={2020} }","mla":"Hoffmann, Martin W., et al. “Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions.” Sensors, 2099, 2020, doi:10.3390/s20072099.","chicago":"Hoffmann, Martin W., Stephan Wildermuth, Ralf Gitzel, Aydin Boyaci, Jörg Gebhardt, Holger Kaul, Ido Amihai, et al. “Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions.” Sensors, 2020. https://doi.org/10.3390/s20072099.","apa":"Hoffmann, M. W., Wildermuth, S., Gitzel, R., Boyaci, A., Gebhardt, J., Kaul, H., … Tornede, T. (2020). Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions. Sensors. https://doi.org/10.3390/s20072099","ama":"Hoffmann MW, Wildermuth S, Gitzel R, et al. Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions. Sensors. 2020. doi:10.3390/s20072099"},"language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:53:11Z","_id":"17426","doi":"10.3390/s20072099","article_number":"2099","oa":"1"},{"publication_identifier":{"issn":["0003-6951","1077-3118"]},"publication_status":"published","date_created":"2020-07-29T08:21:01Z","status":"public","department":[{"_id":"15"},{"_id":"230"}],"publication":"Applied Physics Letters","author":[{"first_name":"D. Q.","full_name":"Wang, D. Q.","last_name":"Wang"},{"last_name":"Reuter","id":"37763","first_name":"Dirk","full_name":"Reuter, Dirk"},{"last_name":"Wieck","full_name":"Wieck, A. D.","first_name":"A. D."},{"last_name":"Hamilton","full_name":"Hamilton, A. R.","first_name":"A. R."},{"first_name":"O.","full_name":"Klochan, O.","last_name":"Klochan"}],"title":"Two-dimensional lateral surface superlattices in GaAs heterostructures with independent control of carrier density and modulation potential","user_id":"42514","year":"2020","citation":{"short":"D.Q. Wang, D. Reuter, A.D. Wieck, A.R. Hamilton, O. Klochan, Applied Physics Letters (2020).","ieee":"D. Q. Wang, D. Reuter, A. D. Wieck, A. R. Hamilton, and O. Klochan, “Two-dimensional lateral surface superlattices in GaAs heterostructures with independent control of carrier density and modulation potential,” Applied Physics Letters, 2020.","ama":"Wang DQ, Reuter D, Wieck AD, Hamilton AR, Klochan O. Two-dimensional lateral surface superlattices in GaAs heterostructures with independent control of carrier density and modulation potential. Applied Physics Letters. 2020. doi:10.1063/5.0009462","apa":"Wang, D. Q., Reuter, D., Wieck, A. D., Hamilton, A. R., & Klochan, O. (2020). Two-dimensional lateral surface superlattices in GaAs heterostructures with independent control of carrier density and modulation potential. Applied Physics Letters. https://doi.org/10.1063/5.0009462","chicago":"Wang, D. Q., Dirk Reuter, A. D. Wieck, A. R. Hamilton, and O. Klochan. “Two-Dimensional Lateral Surface Superlattices in GaAs Heterostructures with Independent Control of Carrier Density and Modulation Potential.” Applied Physics Letters, 2020. https://doi.org/10.1063/5.0009462.","mla":"Wang, D. Q., et al. “Two-Dimensional Lateral Surface Superlattices in GaAs Heterostructures with Independent Control of Carrier Density and Modulation Potential.” Applied Physics Letters, 032102, 2020, doi:10.1063/5.0009462.","bibtex":"@article{Wang_Reuter_Wieck_Hamilton_Klochan_2020, title={Two-dimensional lateral surface superlattices in GaAs heterostructures with independent control of carrier density and modulation potential}, DOI={10.1063/5.0009462}, number={032102}, journal={Applied Physics Letters}, author={Wang, D. Q. and Reuter, Dirk and Wieck, A. D. and Hamilton, A. R. and Klochan, O.}, year={2020} }"},"type":"journal_article","language":[{"iso":"eng"}],"doi":"10.1063/5.0009462","article_number":"032102","date_updated":"2022-01-06T06:53:12Z","_id":"17433"}]