--- _id: '17390' article_type: original author: - first_name: Teanchai full_name: Chantakit, Teanchai last_name: Chantakit - first_name: Christian full_name: Schlickriede, Christian id: '59792' last_name: Schlickriede - first_name: Basudeb full_name: Sain, Basudeb last_name: Sain - first_name: Fabian full_name: Meyer, Fabian last_name: Meyer - first_name: Thomas full_name: Weiss, Thomas last_name: Weiss - first_name: Nattaporn full_name: Chattham, Nattaporn last_name: Chattham - first_name: Thomas full_name: Zentgraf, Thomas id: '30525' last_name: Zentgraf orcid: 0000-0002-8662-1101 citation: ama: Chantakit T, Schlickriede C, Sain B, et al. All-dielectric silicon metalens for two-dimensional particle manipulation in optical tweezers. Photonics Research. 2020;8(9):1435-1440. doi:10.1364/prj.389200 apa: Chantakit, T., Schlickriede, C., Sain, B., Meyer, F., Weiss, T., Chattham, N., & Zentgraf, T. (2020). All-dielectric silicon metalens for two-dimensional particle manipulation in optical tweezers. Photonics Research, 8(9), 1435–1440. https://doi.org/10.1364/prj.389200 bibtex: '@article{Chantakit_Schlickriede_Sain_Meyer_Weiss_Chattham_Zentgraf_2020, title={All-dielectric silicon metalens for two-dimensional particle manipulation in optical tweezers}, volume={8}, DOI={10.1364/prj.389200}, number={9}, journal={Photonics Research}, publisher={OSA}, author={Chantakit, Teanchai and Schlickriede, Christian and Sain, Basudeb and Meyer, Fabian and Weiss, Thomas and Chattham, Nattaporn and Zentgraf, Thomas}, year={2020}, pages={1435–1440} }' chicago: 'Chantakit, Teanchai, Christian Schlickriede, Basudeb Sain, Fabian Meyer, Thomas Weiss, Nattaporn Chattham, and Thomas Zentgraf. “All-Dielectric Silicon Metalens for Two-Dimensional Particle Manipulation in Optical Tweezers.” Photonics Research 8, no. 9 (2020): 1435–40. https://doi.org/10.1364/prj.389200.' ieee: T. Chantakit et al., “All-dielectric silicon metalens for two-dimensional particle manipulation in optical tweezers,” Photonics Research, vol. 8, no. 9, pp. 1435–1440, 2020. mla: Chantakit, Teanchai, et al. “All-Dielectric Silicon Metalens for Two-Dimensional Particle Manipulation in Optical Tweezers.” Photonics Research, vol. 8, no. 9, OSA, 2020, pp. 1435–40, doi:10.1364/prj.389200. short: T. Chantakit, C. Schlickriede, B. Sain, F. Meyer, T. Weiss, N. Chattham, T. Zentgraf, Photonics Research 8 (2020) 1435–1440. date_created: 2020-07-16T07:35:01Z date_updated: 2022-01-06T06:53:10Z department: - _id: '15' - _id: '230' - _id: '289' doi: 10.1364/prj.389200 intvolume: ' 8' issue: '9' language: - iso: eng main_file_link: - open_access: '1' oa: '1' page: 1435-1440 publication: Photonics Research publication_identifier: issn: - 2327-9125 publication_status: published publisher: OSA quality_controlled: '1' status: public title: All-dielectric silicon metalens for two-dimensional particle manipulation in optical tweezers type: journal_article user_id: '30525' volume: 8 year: '2020' ... --- _id: '17398' author: - first_name: Ion full_name: Turcanu, Ion last_name: Turcanu - first_name: Thomas full_name: Engel, Thomas last_name: Engel - first_name: Christoph full_name: Sommer, Christoph id: '49154' last_name: Sommer orcid: 0000-0002-4336-7350 citation: ama: 'Turcanu I, Engel T, Sommer C. Fog Seeding Strategies for Information-Centric Heterogeneous Vehicular Networks. In: 2019 IEEE Vehicular Networking Conference (VNC). ; 2020. doi:10.1109/vnc48660.2019.9062816' apa: Turcanu, I., Engel, T., & Sommer, C. (2020). Fog Seeding Strategies for Information-Centric Heterogeneous Vehicular Networks. In 2019 IEEE Vehicular Networking Conference (VNC). https://doi.org/10.1109/vnc48660.2019.9062816 bibtex: '@inproceedings{Turcanu_Engel_Sommer_2020, title={Fog Seeding Strategies for Information-Centric Heterogeneous Vehicular Networks}, DOI={10.1109/vnc48660.2019.9062816}, booktitle={2019 IEEE Vehicular Networking Conference (VNC)}, author={Turcanu, Ion and Engel, Thomas and Sommer, Christoph}, year={2020} }' chicago: Turcanu, Ion, Thomas Engel, and Christoph Sommer. “Fog Seeding Strategies for Information-Centric Heterogeneous Vehicular Networks.” In 2019 IEEE Vehicular Networking Conference (VNC), 2020. https://doi.org/10.1109/vnc48660.2019.9062816. ieee: I. Turcanu, T. Engel, and C. Sommer, “Fog Seeding Strategies for Information-Centric Heterogeneous Vehicular Networks,” in 2019 IEEE Vehicular Networking Conference (VNC), 2020. mla: Turcanu, Ion, et al. “Fog Seeding Strategies for Information-Centric Heterogeneous Vehicular Networks.” 2019 IEEE Vehicular Networking Conference (VNC), 2020, doi:10.1109/vnc48660.2019.9062816. short: 'I. Turcanu, T. Engel, C. Sommer, in: 2019 IEEE Vehicular Networking Conference (VNC), 2020.' date_created: 2020-07-17T12:22:36Z date_updated: 2022-01-06T06:53:10Z department: - _id: '589' doi: 10.1109/vnc48660.2019.9062816 language: - iso: eng publication: 2019 IEEE Vehicular Networking Conference (VNC) publication_identifier: isbn: - '9781728145716' publication_status: published status: public title: Fog Seeding Strategies for Information-Centric Heterogeneous Vehicular Networks type: conference user_id: '49154' year: '2020' ... --- _id: '17405' author: - first_name: Maximilian full_name: Frank, Maximilian last_name: Frank - first_name: Juergen full_name: Gausemeier, Juergen last_name: Gausemeier - first_name: Nils full_name: Hennig-Cardinal von Widdern, Nils last_name: Hennig-Cardinal von Widdern - first_name: Christian full_name: Koldewey, Christian id: '43136' last_name: Koldewey orcid: https://orcid.org/0000-0001-7992-6399 - first_name: Joern Steffen full_name: Menzefricke, Joern Steffen last_name: Menzefricke - first_name: Jannik full_name: Reinhold, Jannik id: '33669' last_name: Reinhold citation: ama: 'Frank M, Gausemeier J, Hennig-Cardinal von Widdern N, Koldewey C, Menzefricke JS, Reinhold J. A reference process for the Smart Service business: development and practical implications. In: Proceedings of the ISPIM Connects. International Society for Professional Innovation Management (ISPIM); 2020.' apa: 'Frank, M., Gausemeier, J., Hennig-Cardinal von Widdern, N., Koldewey, C., Menzefricke, J. S., & Reinhold, J. (2020). A reference process for the Smart Service business: development and practical implications. In Proceedings of the ISPIM connects. International Society for Professional Innovation Management (ISPIM).' bibtex: '@inproceedings{Frank_Gausemeier_Hennig-Cardinal von Widdern_Koldewey_Menzefricke_Reinhold_2020, title={A reference process for the Smart Service business: development and practical implications}, booktitle={Proceedings of the ISPIM connects}, publisher={International Society for Professional Innovation Management (ISPIM)}, author={Frank, Maximilian and Gausemeier, Juergen and Hennig-Cardinal von Widdern, Nils and Koldewey, Christian and Menzefricke, Joern Steffen and Reinhold, Jannik}, year={2020} }' chicago: 'Frank, Maximilian, Juergen Gausemeier, Nils Hennig-Cardinal von Widdern, Christian Koldewey, Joern Steffen Menzefricke, and Jannik Reinhold. “A Reference Process for the Smart Service Business: Development and Practical Implications.” In Proceedings of the ISPIM Connects. International Society for Professional Innovation Management (ISPIM), 2020.' ieee: 'M. Frank, J. Gausemeier, N. Hennig-Cardinal von Widdern, C. Koldewey, J. S. Menzefricke, and J. Reinhold, “A reference process for the Smart Service business: development and practical implications,” in Proceedings of the ISPIM connects, 2020.' mla: 'Frank, Maximilian, et al. “A Reference Process for the Smart Service Business: Development and Practical Implications.” Proceedings of the ISPIM Connects, International Society for Professional Innovation Management (ISPIM), 2020.' short: 'M. Frank, J. Gausemeier, N. Hennig-Cardinal von Widdern, C. Koldewey, J.S. Menzefricke, J. Reinhold, in: Proceedings of the ISPIM Connects, International Society for Professional Innovation Management (ISPIM), 2020.' date_created: 2020-07-20T07:50:33Z date_updated: 2022-01-06T06:53:10Z department: - _id: '563' language: - iso: eng publication: Proceedings of the ISPIM connects publisher: International Society for Professional Innovation Management (ISPIM) status: public title: 'A reference process for the Smart Service business: development and practical implications' type: conference user_id: '43136' year: '2020' ... --- _id: '17406' author: - first_name: Julia-Kristin full_name: Becker, Julia-Kristin last_name: Becker - first_name: Klemens full_name: Joachim, Klemens last_name: Joachim - first_name: Christian full_name: Koldewey, Christian id: '43136' last_name: Koldewey orcid: https://orcid.org/0000-0001-7992-6399 - first_name: Jannik full_name: Reinhold, Jannik id: '33669' last_name: Reinhold - first_name: Roman full_name: Dumitrescu, Roman id: '16190' last_name: Dumitrescu citation: ama: 'Becker J-K, Joachim K, Koldewey C, Reinhold J, Dumitrescu R. Scaling Digital Business Models: A Case from the Automotive Industry. In: Proceedings of the 2020 ISPIM Innovation Conference (Virtual) Event “Innovating in Times of Crisis.” ISPIM Innovation Conference; 2020.' apa: 'Becker, J.-K., Joachim, K., Koldewey, C., Reinhold, J., & Dumitrescu, R. (2020). Scaling Digital Business Models: A Case from the Automotive Industry. In Proceedings of the 2020 ISPIM Innovation Conference (Virtual) Event “Innovating in Times of Crisis.” ISPIM Innovation Conference.' bibtex: '@inproceedings{Becker_Joachim_Koldewey_Reinhold_Dumitrescu_2020, title={Scaling Digital Business Models: A Case from the Automotive Industry}, booktitle={Proceedings of the 2020 ISPIM Innovation Conference (Virtual) Event “Innovating in Times of Crisis”}, publisher={ISPIM Innovation Conference}, author={Becker, Julia-Kristin and Joachim, Klemens and Koldewey, Christian and Reinhold, Jannik and Dumitrescu, Roman}, year={2020} }' chicago: 'Becker, Julia-Kristin, Klemens Joachim, Christian Koldewey, Jannik Reinhold, and Roman Dumitrescu. “Scaling Digital Business Models: A Case from the Automotive Industry.” In Proceedings of the 2020 ISPIM Innovation Conference (Virtual) Event “Innovating in Times of Crisis.” ISPIM Innovation Conference, 2020.' ieee: 'J.-K. Becker, K. Joachim, C. Koldewey, J. Reinhold, and R. Dumitrescu, “Scaling Digital Business Models: A Case from the Automotive Industry,” in Proceedings of the 2020 ISPIM Innovation Conference (Virtual) Event “Innovating in Times of Crisis,” 2020.' mla: 'Becker, Julia-Kristin, et al. “Scaling Digital Business Models: A Case from the Automotive Industry.” Proceedings of the 2020 ISPIM Innovation Conference (Virtual) Event “Innovating in Times of Crisis,” ISPIM Innovation Conference, 2020.' short: 'J.-K. Becker, K. Joachim, C. Koldewey, J. Reinhold, R. Dumitrescu, in: Proceedings of the 2020 ISPIM Innovation Conference (Virtual) Event “Innovating in Times of Crisis,” ISPIM Innovation Conference, 2020.' date_created: 2020-07-20T07:50:55Z date_updated: 2022-01-06T06:53:10Z department: - _id: '563' language: - iso: eng publication: Proceedings of the 2020 ISPIM Innovation Conference (Virtual) Event "Innovating in Times of Crisis" publisher: ISPIM Innovation Conference status: public title: 'Scaling Digital Business Models: A Case from the Automotive Industry' type: conference user_id: '43136' year: '2020' ... --- _id: '17407' author: - first_name: Alexander full_name: Tornede, Alexander id: '38209' last_name: Tornede - first_name: Marcel Dominik full_name: Wever, Marcel Dominik id: '33176' last_name: Wever orcid: ' https://orcid.org/0000-0001-9782-6818' - first_name: Eyke full_name: Hüllermeier, Eyke id: '48129' last_name: Hüllermeier citation: ama: 'Tornede A, Wever MD, Hüllermeier E. Extreme Algorithm Selection with Dyadic Feature Representation. In: Discovery Science. ; 2020.' apa: Tornede, A., Wever, M. D., & Hüllermeier, E. (2020). Extreme Algorithm Selection with Dyadic Feature Representation. Discovery Science. Discovery Science 2020. bibtex: '@inproceedings{Tornede_Wever_Hüllermeier_2020, title={Extreme Algorithm Selection with Dyadic Feature Representation}, booktitle={Discovery Science}, author={Tornede, Alexander and Wever, Marcel Dominik and Hüllermeier, Eyke}, year={2020} }' chicago: Tornede, Alexander, Marcel Dominik Wever, and Eyke Hüllermeier. “Extreme Algorithm Selection with Dyadic Feature Representation.” In Discovery Science, 2020. ieee: A. Tornede, M. D. Wever, and E. Hüllermeier, “Extreme Algorithm Selection with Dyadic Feature Representation,” presented at the Discovery Science 2020, 2020. mla: Tornede, Alexander, et al. “Extreme Algorithm Selection with Dyadic Feature Representation.” Discovery Science, 2020. short: 'A. Tornede, M.D. Wever, E. Hüllermeier, in: Discovery Science, 2020.' conference: name: Discovery Science 2020 date_created: 2020-07-21T10:06:51Z date_updated: 2022-01-06T06:53:10Z department: - _id: '34' - _id: '355' - _id: '26' language: - iso: eng project: - _id: '1' name: SFB 901 - _id: '3' name: SFB 901 - Project Area B - _id: '10' name: SFB 901 - Subproject B2 - _id: '52' name: Computing Resources Provided by the Paderborn Center for Parallel Computing publication: Discovery Science status: public title: Extreme Algorithm Selection with Dyadic Feature Representation type: conference user_id: '5786' year: '2020' ... --- _id: '17408' author: - first_name: Jonas Manuel full_name: Hanselle, Jonas Manuel id: '43980' last_name: Hanselle orcid: 0000-0002-1231-4985 - first_name: Alexander full_name: Tornede, Alexander id: '38209' last_name: Tornede - first_name: Marcel Dominik full_name: Wever, Marcel Dominik id: '33176' last_name: Wever orcid: ' https://orcid.org/0000-0001-9782-6818' - first_name: Eyke full_name: Hüllermeier, Eyke id: '48129' last_name: Hüllermeier citation: ama: 'Hanselle JM, Tornede A, Wever MD, Hüllermeier E. Hybrid Ranking and Regression for Algorithm Selection. In: KI 2020: Advances in Artificial Intelligence. ; 2020.' apa: 'Hanselle, J. M., Tornede, A., Wever, M. D., & Hüllermeier, E. (2020). Hybrid Ranking and Regression for Algorithm Selection. KI 2020: Advances in Artificial Intelligence. 43rd German Conference on Artificial Intelligence.' bibtex: '@inproceedings{Hanselle_Tornede_Wever_Hüllermeier_2020, title={Hybrid Ranking and Regression for Algorithm Selection}, booktitle={KI 2020: Advances in Artificial Intelligence}, author={Hanselle, Jonas Manuel and Tornede, Alexander and Wever, Marcel Dominik and Hüllermeier, Eyke}, year={2020} }' chicago: 'Hanselle, Jonas Manuel, Alexander Tornede, Marcel Dominik Wever, and Eyke Hüllermeier. “Hybrid Ranking and Regression for Algorithm Selection.” In KI 2020: Advances in Artificial Intelligence, 2020.' ieee: J. M. Hanselle, A. Tornede, M. D. Wever, and E. Hüllermeier, “Hybrid Ranking and Regression for Algorithm Selection,” presented at the 43rd German Conference on Artificial Intelligence, 2020. mla: 'Hanselle, Jonas Manuel, et al. “Hybrid Ranking and Regression for Algorithm Selection.” KI 2020: Advances in Artificial Intelligence, 2020.' short: 'J.M. Hanselle, A. Tornede, M.D. Wever, E. Hüllermeier, in: KI 2020: Advances in Artificial Intelligence, 2020.' conference: name: 43rd German Conference on Artificial Intelligence date_created: 2020-07-21T10:21:09Z date_updated: 2022-01-06T06:53:10Z department: - _id: '34' - _id: '355' - _id: '26' language: - iso: eng project: - _id: '1' name: SFB 901 - _id: '3' name: SFB 901 - Project Area B - _id: '10' name: SFB 901 - Subproject B2 - _id: '52' name: Computing Resources Provided by the Paderborn Center for Parallel Computing publication: 'KI 2020: Advances in Artificial Intelligence' status: public title: Hybrid Ranking and Regression for Algorithm Selection type: conference user_id: '5786' year: '2020' ... --- _id: '17411' abstract: - lang: eng 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. author: - first_name: Kathrin full_name: Flaßkamp, Kathrin last_name: Flaßkamp - first_name: Sina full_name: Ober-Blöbaum, Sina last_name: Ober-Blöbaum - first_name: Sebastian full_name: Peitz, Sebastian id: '47427' last_name: Peitz orcid: 0000-0002-3389-793X citation: 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' 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' 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} }' 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.' 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.' 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.' date_created: 2020-07-27T09:50:19Z date_updated: 2022-01-06T06:53:11Z department: - _id: '101' doi: 10.1007/978-3-030-51264-4_9 editor: - first_name: Oliver full_name: Junge, Oliver last_name: Junge - first_name: Oliver full_name: Schütze, 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 - first_name: Kathrin full_name: Padberg-Gehle, Kathrin last_name: Padberg-Gehle language: - iso: eng place: Cham publication: Advances in Dynamics, Optimization and Computation publication_identifier: isbn: - '9783030512637' - '9783030512644' issn: - 2198-4182 - 2198-4190 publication_status: published publisher: Springer status: public title: 'Symmetry in Optimal Control: A Multiobjective Model Predictive Control Approach' type: book_chapter user_id: '47427' year: '2020' ... --- _id: '17424' author: - first_name: Tanja full_name: Tornede, Tanja id: '40795' last_name: Tornede - first_name: Alexander full_name: Tornede, Alexander id: '38209' last_name: Tornede - first_name: Marcel Dominik full_name: Wever, Marcel Dominik id: '33176' last_name: Wever orcid: ' https://orcid.org/0000-0001-9782-6818' - first_name: Felix full_name: Mohr, Felix last_name: Mohr - first_name: Eyke full_name: Hüllermeier, Eyke id: '48129' last_name: Hüllermeier citation: 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' 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} }' 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.' 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.' 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.' short: 'T. Tornede, A. Tornede, M.D. Wever, F. Mohr, E. Hüllermeier, in: Proceedings of the ECMLPKDD 2020, 2020.' conference: name: IOTStream Workshop @ ECMLPKDD 2020 date_created: 2020-07-28T09:17:41Z date_updated: 2022-01-06T06:53:11Z department: - _id: '34' - _id: '355' - _id: '26' doi: 10.1007/978-3-030-66770-2_8 language: - iso: eng project: - _id: '52' name: Computing Resources Provided by the Paderborn Center for Parallel Computing - _id: '3' name: SFB 901 - Project Area B - _id: '10' name: SFB 901 - Subproject B2 - _id: '1' name: SFB 901 - _id: '52' name: Computing Resources Provided by the Paderborn Center for Parallel Computing publication: Proceedings of the ECMLPKDD 2020 status: public title: 'AutoML for Predictive Maintenance: One Tool to RUL Them All' type: conference user_id: '5786' year: '2020' ... --- _id: '17426' 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. article_number: '2099' author: - first_name: Martin W. full_name: Hoffmann, Martin W. last_name: Hoffmann - first_name: Stephan full_name: Wildermuth, Stephan last_name: Wildermuth - first_name: Ralf full_name: Gitzel, Ralf last_name: Gitzel - first_name: Aydin full_name: Boyaci, Aydin last_name: Boyaci - first_name: Jörg full_name: Gebhardt, Jörg last_name: Gebhardt - first_name: Holger full_name: Kaul, Holger last_name: Kaul - first_name: Ido full_name: Amihai, Ido last_name: Amihai - first_name: Bodo full_name: Forg, Bodo last_name: Forg - first_name: Michael full_name: Suriyah, Michael last_name: Suriyah - first_name: Thomas full_name: Leibfried, Thomas last_name: Leibfried - first_name: Volker full_name: Stich, Volker last_name: Stich - first_name: Jan full_name: Hicking, Jan last_name: Hicking - first_name: Martin full_name: Bremer, Martin last_name: Bremer - first_name: Lars full_name: Kaminski, Lars last_name: Kaminski - first_name: Daniel full_name: Beverungen, Daniel id: '59677' last_name: Beverungen - first_name: Philipp full_name: zur Heiden, Philipp id: '64394' last_name: zur Heiden - first_name: Tanja full_name: Tornede, Tanja id: '40795' last_name: Tornede citation: 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 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 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} }' 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. 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. 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. 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). date_created: 2020-07-28T09:47:36Z date_updated: 2022-01-06T06:53:11Z doi: 10.3390/s20072099 language: - iso: eng main_file_link: - open_access: '1' url: https://www.mdpi.com/1424-8220/20/7/2099 oa: '1' publication: Sensors publication_identifier: issn: - 1424-8220 publication_status: published status: public title: Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions type: journal_article user_id: '40795' year: '2020' ... --- _id: '17433' article_number: '032102' author: - first_name: D. Q. full_name: Wang, D. Q. last_name: Wang - first_name: Dirk full_name: Reuter, Dirk id: '37763' last_name: Reuter - first_name: A. D. full_name: Wieck, A. D. last_name: Wieck - first_name: A. R. full_name: Hamilton, A. R. last_name: Hamilton - first_name: O. full_name: Klochan, O. last_name: Klochan citation: 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 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} }' 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. 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. 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. short: D.Q. Wang, D. Reuter, A.D. Wieck, A.R. Hamilton, O. Klochan, Applied Physics Letters (2020). date_created: 2020-07-29T08:21:01Z date_updated: 2022-01-06T06:53:12Z department: - _id: '15' - _id: '230' doi: 10.1063/5.0009462 language: - iso: eng publication: Applied Physics Letters publication_identifier: issn: - 0003-6951 - 1077-3118 publication_status: published status: public title: Two-dimensional lateral surface superlattices in GaAs heterostructures with independent control of carrier density and modulation potential type: journal_article user_id: '42514' year: '2020' ...