[{"quality_controlled":"1","publication":"Archive of Applied Mechanics","citation":{"mla":"Hemsel, Tobias, et al. “Reliability Analysis of Ultrasonic Power Transducers.” <i>Archive of Applied Mechanics</i>, Springer Berlin Heidelberg, 2014, pp. 1–7, doi:<a href=\"https://doi.org/10.1007/s00419-014-0965-4\">10.1007/s00419-014-0965-4</a>.","ama":"Hemsel T, Bornmann P, Morita T, Sondermann-Wölke C, Sextro W. Reliability analysis of ultrasonic power transducers. <i>Archive of Applied Mechanics</i>. 2014:1-7. doi:<a href=\"https://doi.org/10.1007/s00419-014-0965-4\">10.1007/s00419-014-0965-4</a>","bibtex":"@article{Hemsel_Bornmann_Morita_Sondermann-Wölke_Sextro_2014, title={Reliability analysis of ultrasonic power transducers}, DOI={<a href=\"https://doi.org/10.1007/s00419-014-0965-4\">10.1007/s00419-014-0965-4</a>}, journal={Archive of Applied Mechanics}, publisher={Springer Berlin Heidelberg}, author={Hemsel, Tobias and Bornmann, Peter and Morita, Takeshi and Sondermann-Wölke, Christoph and Sextro, Walter}, year={2014}, pages={1–7} }","apa":"Hemsel, T., Bornmann, P., Morita, T., Sondermann-Wölke, C., &#38; Sextro, W. (2014). Reliability analysis of ultrasonic power transducers. <i>Archive of Applied Mechanics</i>, 1–7. <a href=\"https://doi.org/10.1007/s00419-014-0965-4\">https://doi.org/10.1007/s00419-014-0965-4</a>","ieee":"T. Hemsel, P. Bornmann, T. Morita, C. Sondermann-Wölke, and W. Sextro, “Reliability analysis of ultrasonic power transducers,” <i>Archive of Applied Mechanics</i>, pp. 1–7, 2014.","chicago":"Hemsel, Tobias, Peter Bornmann, Takeshi Morita, Christoph Sondermann-Wölke, and Walter Sextro. “Reliability Analysis of Ultrasonic Power Transducers.” <i>Archive of Applied Mechanics</i>, 2014, 1–7. <a href=\"https://doi.org/10.1007/s00419-014-0965-4\">https://doi.org/10.1007/s00419-014-0965-4</a>.","short":"T. Hemsel, P. Bornmann, T. Morita, C. Sondermann-Wölke, W. Sextro, Archive of Applied Mechanics (2014) 1–7."},"keyword":["Reliability","Ultrasonic power transducers","FMEA"],"type":"journal_article","department":[{"_id":"151"}],"date_created":"2019-05-20T13:01:25Z","date_updated":"2019-09-16T10:57:23Z","title":"Reliability analysis of ultrasonic power transducers","status":"public","year":"2014","author":[{"full_name":"Hemsel, Tobias","last_name":"Hemsel","first_name":"Tobias","id":"210"},{"first_name":"Peter","last_name":"Bornmann","full_name":"Bornmann, Peter"},{"last_name":"Morita","first_name":"Takeshi","full_name":"Morita, Takeshi"},{"last_name":"Sondermann-Wölke","first_name":"Christoph","full_name":"Sondermann-Wölke, Christoph"},{"id":"21220","first_name":"Walter","last_name":"Sextro","full_name":"Sextro, Walter"}],"publication_identifier":{"issn":["0939-1533"]},"user_id":"55222","doi":"10.1007/s00419-014-0965-4","page":"1-7","_id":"9874","publisher":"Springer Berlin Heidelberg","language":[{"iso":"eng"}]},{"date_created":"2019-05-20T13:19:37Z","type":"journal_article","keyword":["Self-optimization","multiobjective optimization","objective function","dependability","intelligent system","behavior adaptation"],"department":[{"_id":"151"}],"publication":"Conference Proceedings of the 2nd International Conference on System-Integrated Intelligence","citation":{"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} }","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>","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>.","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>.","short":"T. Meyer , C. Sondermann-Wölke, W. Sextro, Conference Proceedings of the 2nd International Conference on System-Integrated Intelligence 15 (2014) 46–53.","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.","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>"},"quality_controlled":"1","abstract":[{"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.","lang":"eng"}],"page":"46-53","language":[{"iso":"eng"}],"_id":"9885","doi":"10.1016/j.protcy.2014.09.033","user_id":"55222","volume":15,"year":"2014","title":"Method to Identify Dependability Objectives in Multiobjective Optimization Problem","status":"public","author":[{"full_name":"Meyer , Tobias","last_name":"Meyer ","first_name":"Tobias"},{"last_name":"Sondermann-Wölke","first_name":"Christoph","full_name":"Sondermann-Wölke, Christoph"},{"first_name":"Walter","last_name":"Sextro","full_name":"Sextro, Walter","id":"21220"}],"date_updated":"2019-09-16T10:22:04Z","intvolume":"        15"},{"date_created":"2021-08-09T06:58:09Z","department":[{"_id":"153"}],"type":"book_chapter","citation":{"bibtex":"@inbook{Kessler_Meyer_Sextro_Sondermann-Wölke_Trächtler_2013, title={Increasing the Dependability of Self-Optimizing Systems During Operation Using the Multi-Level Dependability Concept}, booktitle={Dependability of Self-Optimizing Mechatronic Systems}, publisher={Springer-Verlag, Heidelberg, Germany}, author={Kessler, Jan Henning and Meyer, Tobias and Sextro, Walter and Sondermann-Wölke, Christoph and Trächtler, Ansgar}, year={2013}, pages={55–62} }","ama":"Kessler JH, Meyer T, Sextro W, Sondermann-Wölke C, Trächtler A. Increasing the Dependability of Self-Optimizing Systems During Operation Using the Multi-Level Dependability Concept. In: <i>Dependability of Self-Optimizing Mechatronic Systems</i>. Springer-Verlag, Heidelberg, Germany; 2013:55-62.","mla":"Kessler, Jan Henning, et al. “Increasing the Dependability of Self-Optimizing Systems During Operation Using the Multi-Level Dependability Concept.” <i>Dependability of Self-Optimizing Mechatronic Systems</i>, Springer-Verlag, Heidelberg, Germany, 2013, pp. 55–62.","chicago":"Kessler, Jan Henning, Tobias Meyer, Walter Sextro, Christoph Sondermann-Wölke, and Ansgar Trächtler. “Increasing the Dependability of Self-Optimizing Systems During Operation Using the Multi-Level Dependability Concept.” In <i>Dependability of Self-Optimizing Mechatronic Systems</i>, 55–62. Springer-Verlag, Heidelberg, Germany, 2013.","short":"J.H. Kessler, T. Meyer, W. Sextro, C. Sondermann-Wölke, A. Trächtler, in: Dependability of Self-Optimizing Mechatronic Systems, Springer-Verlag, Heidelberg, Germany, 2013, pp. 55–62.","ieee":"J. H. Kessler, T. Meyer, W. Sextro, C. Sondermann-Wölke, and A. Trächtler, “Increasing the Dependability of Self-Optimizing Systems During Operation Using the Multi-Level Dependability Concept,” in <i>Dependability of Self-Optimizing Mechatronic Systems</i>, Springer-Verlag, Heidelberg, Germany, 2013, pp. 55–62.","apa":"Kessler, J. H., Meyer, T., Sextro, W., Sondermann-Wölke, C., &#38; Trächtler, A. (2013). Increasing the Dependability of Self-Optimizing Systems During Operation Using the Multi-Level Dependability Concept. In <i>Dependability of Self-Optimizing Mechatronic Systems</i> (pp. 55–62). Springer-Verlag, Heidelberg, Germany."},"publication":"Dependability of Self-Optimizing Mechatronic Systems","_id":"23139","publisher":"Springer-Verlag, Heidelberg, Germany","language":[{"iso":"eng"}],"page":"55-62","user_id":"24876","author":[{"last_name":"Kessler","first_name":"Jan Henning","full_name":"Kessler, Jan Henning"},{"full_name":"Meyer, Tobias","first_name":"Tobias","last_name":"Meyer"},{"id":"21220","full_name":"Sextro, Walter","first_name":"Walter","last_name":"Sextro"},{"first_name":"Christoph","last_name":"Sondermann-Wölke","full_name":"Sondermann-Wölke, Christoph"},{"last_name":"Trächtler","first_name":"Ansgar","full_name":"Trächtler, Ansgar","id":"552"}],"year":"2013","title":"Increasing the Dependability of Self-Optimizing Systems During Operation Using the Multi-Level Dependability Concept","status":"public","date_updated":"2022-01-06T06:55:46Z"},{"date_created":"2021-08-09T06:58:20Z","department":[{"_id":"153"}],"type":"book_chapter","citation":{"bibtex":"@inbook{Reinold_Sextro_Sondermann-Wölke_Trächtler_2013, title={Dependability-oriented Multiobjective Optimization}, booktitle={Dependability of Self-Optimizing Mechatronic Systems}, publisher={Springer-Verlag, Heidelberg, Germany}, author={Reinold, Peter and Sextro, Walter and Sondermann-Wölke, Christoph and Trächtler, Ansgar}, year={2013}, pages={131–135} }","ama":"Reinold P, Sextro W, Sondermann-Wölke C, Trächtler A. Dependability-oriented Multiobjective Optimization. In: <i>Dependability of Self-Optimizing Mechatronic Systems</i>. Springer-Verlag, Heidelberg, Germany; 2013:131-135.","mla":"Reinold, Peter, et al. “Dependability-Oriented Multiobjective Optimization.” <i>Dependability of Self-Optimizing Mechatronic Systems</i>, Springer-Verlag, Heidelberg, Germany, 2013, pp. 131–35.","short":"P. Reinold, W. Sextro, C. Sondermann-Wölke, A. Trächtler, in: Dependability of Self-Optimizing Mechatronic Systems, Springer-Verlag, Heidelberg, Germany, 2013, pp. 131–135.","chicago":"Reinold, Peter, Walter Sextro, Christoph Sondermann-Wölke, and Ansgar Trächtler. “Dependability-Oriented Multiobjective Optimization.” In <i>Dependability of Self-Optimizing Mechatronic Systems</i>, 131–35. Springer-Verlag, Heidelberg, Germany, 2013.","ieee":"P. Reinold, W. Sextro, C. Sondermann-Wölke, and A. Trächtler, “Dependability-oriented Multiobjective Optimization,” in <i>Dependability of Self-Optimizing Mechatronic Systems</i>, Springer-Verlag, Heidelberg, Germany, 2013, pp. 131–135.","apa":"Reinold, P., Sextro, W., Sondermann-Wölke, C., &#38; Trächtler, A. (2013). Dependability-oriented Multiobjective Optimization. In <i>Dependability of Self-Optimizing Mechatronic Systems</i> (pp. 131–135). Springer-Verlag, Heidelberg, Germany."},"publication":"Dependability of Self-Optimizing Mechatronic Systems","_id":"23148","language":[{"iso":"eng"}],"publisher":"Springer-Verlag, Heidelberg, Germany","page":"131-135","user_id":"24876","author":[{"full_name":"Reinold, Peter","last_name":"Reinold","first_name":"Peter"},{"first_name":"Walter","last_name":"Sextro","full_name":"Sextro, Walter"},{"last_name":"Sondermann-Wölke","first_name":"Christoph","full_name":"Sondermann-Wölke, Christoph"},{"first_name":"Ansgar","last_name":"Trächtler","full_name":"Trächtler, Ansgar","id":"552"}],"title":"Dependability-oriented Multiobjective Optimization","status":"public","year":"2013","date_updated":"2022-01-06T06:55:46Z"},{"_id":"23149","publisher":"Springer-Verlag, Heidelberg, Germany","language":[{"iso":"eng"}],"page":"16-22","user_id":"24876","author":[{"full_name":"Hölscher, Christian","last_name":"Hölscher","first_name":"Christian"},{"full_name":"Kessler, Jan Henning","last_name":"Kessler","first_name":"Jan Henning"},{"last_name":"Meyer","first_name":"Tobias","full_name":"Meyer, Tobias"},{"first_name":"Christoph","last_name":"Rasche","full_name":"Rasche, Christoph"},{"full_name":"Reinold, Peter","last_name":"Reinold","first_name":"Peter"},{"last_name":"Sextro","first_name":"Walter","full_name":"Sextro, Walter","id":"21220"},{"full_name":"Sondermann-Wölke, Christoph","last_name":"Sondermann-Wölke","first_name":"Christoph"},{"full_name":"Zimmer, Detmar","last_name":"Zimmer","first_name":"Detmar","id":"604"}],"title":"Applications of Self-Optimizing Systems","status":"public","year":"2013","date_updated":"2022-01-06T06:55:46Z","date_created":"2021-08-09T06:58:21Z","department":[{"_id":"153"}],"type":"book_chapter","citation":{"bibtex":"@inbook{Hölscher_Kessler_Meyer_Rasche_Reinold_Sextro_Sondermann-Wölke_Zimmer_2013, title={Applications of Self-Optimizing Systems}, booktitle={Dependability of Self-Optimizing Mechatronic Systems}, publisher={Springer-Verlag, Heidelberg, Germany}, author={Hölscher, Christian and Kessler, Jan Henning and Meyer, Tobias and Rasche, Christoph and Reinold, Peter and Sextro, Walter and Sondermann-Wölke, Christoph and Zimmer, Detmar}, year={2013}, pages={16–22} }","ama":"Hölscher C, Kessler JH, Meyer T, et al. Applications of Self-Optimizing Systems. In: <i>Dependability of Self-Optimizing Mechatronic Systems</i>. Springer-Verlag, Heidelberg, Germany; 2013:16-22.","mla":"Hölscher, Christian, et al. “Applications of Self-Optimizing Systems.” <i>Dependability of Self-Optimizing Mechatronic Systems</i>, Springer-Verlag, Heidelberg, Germany, 2013, pp. 16–22.","chicago":"Hölscher, Christian, Jan Henning Kessler, Tobias Meyer, Christoph Rasche, Peter Reinold, Walter Sextro, Christoph Sondermann-Wölke, and Detmar Zimmer. “Applications of Self-Optimizing Systems.” In <i>Dependability of Self-Optimizing Mechatronic Systems</i>, 16–22. Springer-Verlag, Heidelberg, Germany, 2013.","short":"C. Hölscher, J.H. Kessler, T. Meyer, C. Rasche, P. Reinold, W. Sextro, C. Sondermann-Wölke, D. Zimmer, in: Dependability of Self-Optimizing Mechatronic Systems, Springer-Verlag, Heidelberg, Germany, 2013, pp. 16–22.","ieee":"C. Hölscher <i>et al.</i>, “Applications of Self-Optimizing Systems,” in <i>Dependability of Self-Optimizing Mechatronic Systems</i>, Springer-Verlag, Heidelberg, Germany, 2013, pp. 16–22.","apa":"Hölscher, C., Kessler, J. H., Meyer, T., Rasche, C., Reinold, P., Sextro, W., … Zimmer, D. (2013). Applications of Self-Optimizing Systems. In <i>Dependability of Self-Optimizing Mechatronic Systems</i> (pp. 16–22). Springer-Verlag, Heidelberg, Germany."},"publication":"Dependability of Self-Optimizing Mechatronic Systems"},{"publication":"Chemical Engineering Transactions","citation":{"bibtex":"@article{Kimotho_Sondermann-Wölke_Meyer_Sextro_2013, title={Machinery Prognostic Method Based on Multi-Class Support Vector Machines and Hybrid Differential Evolution -- Particle Swarm Optimization}, volume={33}, DOI={<a href=\"https://doi.org/10.3303/CET1333104\">10.3303/CET1333104</a>}, journal={Chemical Engineering Transactions}, author={Kimotho, James Kuria and Sondermann-Wölke, Christopher and Meyer, Tobias and Sextro, Walter}, year={2013}, pages={619–624} }","ama":"Kimotho JK, Sondermann-Wölke C, Meyer T, Sextro W. Machinery Prognostic Method Based on Multi-Class Support Vector Machines and Hybrid Differential Evolution -- Particle Swarm Optimization. <i>Chemical Engineering Transactions</i>. 2013;33:619-624. doi:<a href=\"https://doi.org/10.3303/CET1333104\">10.3303/CET1333104</a>","mla":"Kimotho, James Kuria, et al. “Machinery Prognostic Method Based on Multi-Class Support Vector Machines and Hybrid Differential Evolution -- Particle Swarm Optimization.” <i>Chemical Engineering Transactions</i>, vol. 33, 2013, pp. 619–24, doi:<a href=\"https://doi.org/10.3303/CET1333104\">10.3303/CET1333104</a>.","chicago":"Kimotho, James Kuria, Christopher Sondermann-Wölke, Tobias Meyer, and Walter Sextro. “Machinery Prognostic Method Based on Multi-Class Support Vector Machines and Hybrid Differential Evolution -- Particle Swarm Optimization.” <i>Chemical Engineering Transactions</i> 33 (2013): 619–24. <a href=\"https://doi.org/10.3303/CET1333104\">https://doi.org/10.3303/CET1333104</a>.","short":"J.K. Kimotho, C. Sondermann-Wölke, T. Meyer, W. Sextro, Chemical Engineering Transactions 33 (2013) 619–624.","ieee":"J. K. Kimotho, C. Sondermann-Wölke, T. Meyer, and W. Sextro, “Machinery Prognostic Method Based on Multi-Class Support Vector Machines and Hybrid Differential Evolution -- Particle Swarm Optimization,” <i>Chemical Engineering Transactions</i>, vol. 33, pp. 619–624, 2013.","apa":"Kimotho, J. K., Sondermann-Wölke, C., Meyer, T., &#38; Sextro, W. (2013). Machinery Prognostic Method Based on Multi-Class Support Vector Machines and Hybrid Differential Evolution -- Particle Swarm Optimization. <i>Chemical Engineering Transactions</i>, <i>33</i>, 619–624. <a href=\"https://doi.org/10.3303/CET1333104\">https://doi.org/10.3303/CET1333104</a>"},"abstract":[{"lang":"eng","text":"Recently, focus on maintenance strategies has been shifted towards prognostic health management (PHM) and a number of state of the art algorithms based on data-driven prognostics have been developed to predict the health states of degrading components based on sensory data. Amongst these algorithms, Multiclass Support Vector Machines (MC-SVM) has gained popularity due to its relatively high classification accuracy, ability to classify multiple patterns and capability to handle noisy /incomplete data. However, its application is limited by the difficulty in determining the required kernel function and penalty parameters. To address this problem, this paper proposes a hybrid differential evolution -- particle swarm optimization (DE-PSO) algorithm to optimize the MC-SVM kernel function and penalty parameters. The differential algorithm (DE) obtains the search limit for the SVM parameters, while the particle swarm optimization algorithm (PSO) determines the global optimum parameters for a given training data set. Since degrading machinery components display several degradation stages in their lifetime, the MC-SVM trained with optimum parameters are used to estimate the health states of a degrading machinery component, from which the remaining useful life (RUL) is predicted. This method improves the classification accuracy of MC-SVM in predicting the health states of a machinery component and consequently increases the accuracy of RUL predictions. The feasibility of the method is validated using bearing prognostic run-to-failure data obtained from NASA public data repository. A comparative study between MC-SVM with parameters obtained using simple grid search with n-fold cross validation and MCSVM with DE-PSO based on prognostic performance metrics reveals that the proposed method has better performance, with all the cases considered falling within a 10 \\% error margin. The method also outperforms other soft computing methods proposed in literature."}],"date_created":"2019-05-13T14:13:26Z","type":"journal_article","department":[{"_id":"151"}],"year":"2013","title":"Machinery Prognostic Method Based on Multi-Class Support Vector Machines and Hybrid Differential Evolution -- Particle Swarm Optimization","status":"public","author":[{"last_name":"Kimotho","first_name":"James Kuria","full_name":"Kimotho, James Kuria"},{"last_name":"Sondermann-Wölke","first_name":"Christopher","full_name":"Sondermann-Wölke, Christopher"},{"last_name":"Meyer","first_name":"Tobias","full_name":"Meyer, Tobias"},{"id":"21220","first_name":"Walter","last_name":"Sextro","full_name":"Sextro, Walter"}],"date_updated":"2022-01-06T07:04:21Z","intvolume":"        33","page":"619-624","_id":"9807","language":[{"iso":"eng"}],"user_id":"55222","doi":"10.3303/CET1333104","volume":33},{"date_created":"2019-05-13T14:15:36Z","department":[{"_id":"151"}],"keyword":["maintenance decision","Bagged trees","Decision trees","PSO-SVM","Random forests"],"type":"journal_article","citation":{"ieee":"J. K. Kimotho, C. Sondermann-Wölke, T. Meyer, and W. Sextro, “Application of Event Based Decision Tree and Ensemble of Data Driven Methods for Maintenance Action Recommendation,” <i>International Journal of Prognostics and Health Management</i>, vol. 4, no. 2, 2013.","apa":"Kimotho, J. K., Sondermann-Wölke, C., Meyer, T., &#38; Sextro, W. (2013). Application of Event Based Decision Tree and Ensemble of Data Driven Methods for Maintenance Action Recommendation. <i>International Journal of Prognostics and Health Management</i>, <i>4</i>(2).","short":"J.K. Kimotho, C. Sondermann-Wölke, T. Meyer, W. Sextro, International Journal of Prognostics and Health Management 4 (2013).","chicago":"Kimotho, James Kuria, Chritoph Sondermann-Wölke, Tobias Meyer, and Walter Sextro. “Application of Event Based Decision Tree and Ensemble of Data Driven Methods for Maintenance Action Recommendation.” <i>International Journal of Prognostics and Health Management</i> 4, no. 2 (2013).","mla":"Kimotho, James Kuria, et al. “Application of Event Based Decision Tree and Ensemble of Data Driven Methods for Maintenance Action Recommendation.” <i>International Journal of Prognostics and Health Management</i>, vol. 4, no. 2, 2013.","bibtex":"@article{Kimotho_Sondermann-Wölke_Meyer_Sextro_2013, title={Application of Event Based Decision Tree and Ensemble of Data Driven Methods for Maintenance Action Recommendation}, volume={4}, number={2}, journal={International Journal of Prognostics and Health Management}, author={Kimotho, James Kuria and Sondermann-Wölke, Chritoph and Meyer, Tobias and Sextro, Walter}, year={2013} }","ama":"Kimotho JK, Sondermann-Wölke C, Meyer T, Sextro W. Application of Event Based Decision Tree and Ensemble of Data Driven Methods for Maintenance Action Recommendation. <i>International Journal of Prognostics and Health Management</i>. 2013;4(2)."},"issue":"2","publication":"International Journal of Prognostics and Health Management","abstract":[{"lang":"eng","text":"This study presents the methods employed by a team from the department of Mechatronics and Dynamics at the University of Paderborn, Germany for the 2013 PHM data challenge. The focus of the challenge was on maintenance action recommendation for an industrial machinery based on remote monitoring and diagnosis. Since an ensemble of data driven methods has been considered as the state of the art approach in diagnosis and prognosis, the first approach was to evaluate the performance of an ensemble of data driven methods using the parametric data as input and problems (recommended maintenance action) as the output. Due to close correlation of parametric data of different problems, this approach produced high misclassification rate. Event-based decision trees were then constructed to identify problems associated with particular events. To distinguish between problems associated with events that appeared in multiple problems, support vector machine (SVM) with parameters optimally tuned using particle swarm optimization (PSO) was employed. Parametric data was used as the input to the SVM algorithm and majority voting was employed to determine the final decision for cases with multiple events. A total of 165 SVM models were constructed. This approach improved the overall score from 21 to 48. The method was further enhanced by employing an ensemble of three data driven methods, that is, SVM, random forests (RF) and bagged trees (BT), to build the event based models. With this approach, a score of 51 was obtained . The results demonstrate that the proposed event based method can be effective in maintenance action recommendation based on events codes and parametric data acquired remotely from an industrial equipment."}],"quality_controlled":"1","_id":"9808","language":[{"iso":"eng"}],"volume":4,"user_id":"55222","author":[{"first_name":"James Kuria","last_name":"Kimotho","full_name":"Kimotho, James Kuria"},{"last_name":"Sondermann-Wölke","first_name":"Chritoph","full_name":"Sondermann-Wölke, Chritoph"},{"last_name":"Meyer","first_name":"Tobias","full_name":"Meyer, Tobias"},{"first_name":"Walter","last_name":"Sextro","full_name":"Sextro, Walter","id":"21220"}],"year":"2013","status":"public","title":"Application of Event Based Decision Tree and Ensemble of Data Driven Methods for Maintenance Action Recommendation","intvolume":"         4","date_updated":"2022-01-06T07:04:21Z"},{"quality_controlled":"1","abstract":[{"text":"Self-optimizing mechatronic systems offer possibilities well beyond those of traditional mechatronic systems. Among these is the adaptation of the system behavior to the current situation. To do so, they are able to choose from different working points, which are pre-calculated using multiobjective optimization and are thus Pareto-optimal with regard to the chosen objective functions. In this contribution, a method is presented that allows to continuously control the system degradation by adapting the behavior of a selfoptimizing system throughout its complete lifetime. The current remaining useful lifetime is estimated and then related to the spent lifetime and the desired useful lifetime. Using this information, a reliability-related objective is prioritized using a closed-loop control, which in turn is used to determine the working point of the self-optimizing system. This way, the desired useful lifetime can be achieved. To exemplify the setup of the controller structure and to demonstrate the adaptation of the system behavior, a dynamic model of a clutch system is used. It can be seen that the closed loop controller is able to correct for external perturbations, such as changed requirements, as well as changed system parameters. This way, the modeled system is able to achieve the desired lifetime reliably.","lang":"eng"}],"publication":"Chemical Engineering Transactions","citation":{"apa":"Meyer, T., Sondermann-Wölke, C., Kimotho, J. K., &#38; Sextro, W. (2013). Controlling the Remaining Useful Lifetime using Self-Optimization. <i>Chemical Engineering Transactions</i>, <i>33</i>, 625–630. <a href=\"https://doi.org/10.3303/CET1333105\">https://doi.org/10.3303/CET1333105</a>","ieee":"T. Meyer, C. Sondermann-Wölke, J. K. Kimotho, and W. Sextro, “Controlling the Remaining Useful Lifetime using Self-Optimization,” <i>Chemical Engineering Transactions</i>, vol. 33, pp. 625–630, 2013.","short":"T. Meyer, C. Sondermann-Wölke, J.K. Kimotho, W. Sextro, Chemical Engineering Transactions 33 (2013) 625–630.","chicago":"Meyer, Tobias, Christoph Sondermann-Wölke, James Kuria Kimotho, and Walter Sextro. “Controlling the Remaining Useful Lifetime Using Self-Optimization.” <i>Chemical Engineering Transactions</i> 33 (2013): 625–30. <a href=\"https://doi.org/10.3303/CET1333105\">https://doi.org/10.3303/CET1333105</a>.","mla":"Meyer, Tobias, et al. “Controlling the Remaining Useful Lifetime Using Self-Optimization.” <i>Chemical Engineering Transactions</i>, vol. 33, 2013, pp. 625–30, doi:<a href=\"https://doi.org/10.3303/CET1333105\">10.3303/CET1333105</a>.","ama":"Meyer T, Sondermann-Wölke C, Kimotho JK, Sextro W. Controlling the Remaining Useful Lifetime using Self-Optimization. <i>Chemical Engineering Transactions</i>. 2013;33:625-630. doi:<a href=\"https://doi.org/10.3303/CET1333105\">10.3303/CET1333105</a>","bibtex":"@article{Meyer_Sondermann-Wölke_Kimotho_Sextro_2013, title={Controlling the Remaining Useful Lifetime using Self-Optimization}, volume={33}, DOI={<a href=\"https://doi.org/10.3303/CET1333105\">10.3303/CET1333105</a>}, journal={Chemical Engineering Transactions}, author={Meyer, Tobias and Sondermann-Wölke, Christoph and Kimotho, James Kuria and Sextro, Walter}, year={2013}, pages={625–630} }"},"type":"journal_article","department":[{"_id":"151"}],"date_created":"2019-05-20T11:15:59Z","date_updated":"2019-09-16T11:20:50Z","intvolume":"        33","status":"public","year":"2013","title":"Controlling the Remaining Useful Lifetime using Self-Optimization","author":[{"last_name":"Meyer","first_name":"Tobias","full_name":"Meyer, Tobias"},{"last_name":"Sondermann-Wölke","first_name":"Christoph","full_name":"Sondermann-Wölke, Christoph"},{"last_name":"Kimotho","first_name":"James Kuria","full_name":"Kimotho, James Kuria"},{"id":"21220","first_name":"Walter","last_name":"Sextro","full_name":"Sextro, Walter"}],"doi":"10.3303/CET1333105","user_id":"55222","volume":33,"page":"625-630","language":[{"iso":"eng"}],"_id":"9860"},{"type":"conference","department":[{"_id":"151"}],"place":"Paderborn","date_created":"2019-05-20T11:18:06Z","quality_controlled":"1","abstract":[{"lang":"eng","text":"Selbstoptimierende mechatronische Systeme bieten die Möglichkeit, ihr Verhalten an geänderte Umgebungsbedingungen anzupassen. Dazu werden beispielsweise redundante Strukturen genutzt, Reglerparameter angepasst oder Regelstrategien umgeschaltet. Dies kann auch genutzt werden, um die Zuverlässigkeit des Systems zu steigern. Zugleich entstehen aber durch die gesteigerte Komplexität dieser Systeme zusätzliche Risiken. Um sicherzustellen, dass das System dennoch die gestellten Anforderungen bezüglich der Zuverlässigkeit erfüllt, ist eine Modellierung des Gesamtsystems und anschließende Zuverlässigkeitsbewertung notwendig. Dies ist aufgrund der situationsabhängigen Verhaltensanpassung und des nicht intuitiv vorhersehbaren Verhaltens jedoch nicht mit klassischen Verfahren möglich. Ein Modellierungsverfahren, das diese Eigenschaften abbilden kann, ist LARES (LAnguage for REconfigurable dependable Systems). Die Anwendung von LARES zur Bewertung der Zuverlässigkeit eines selbstoptimierenden Systems wird anhand des Feder-Neige-Moduls gezeigt. Es ist eine Baugruppe der Fahrzeuge eines innovativen Bahnsystems, der RailCabs. Das Feder-Neige-Modul dient dazu, unerwünschte Schwingungen des Fahrzeugaufbaus zu minimieren. Mit LARES können die Hardware-Komponenten des Systems, ihre in Abhängigkeit von der aktuellen Situation veränderten Belastungen sowie die nicht-deterministische Verhaltensadaption modelliert werden."}],"publication":"9. Paderborner Workshop Entwurf mechatronischer Systeme","citation":{"ama":"Meyer T, Sondermann-Wölke C, Sextro W, Riedl M, Gouberman A, Siegle M. Bewertung der Zuverlässigkeit selbstoptimierender Systeme mit dem LARES-Framework. In: Gausemeier J, Dumitrescu R, Rammig F, Schäfer W, Trächtler A, eds. <i>9. Paderborner Workshop Entwurf Mechatronischer Systeme</i>. HNI-Verlagsschriftenreihe. Paderborn: Heinz Nixdorf Institut, Universität Paderborn; 2013:161-174.","bibtex":"@inproceedings{Meyer_Sondermann-Wölke_Sextro_Riedl_Gouberman_Siegle_2013, place={Paderborn}, series={HNI-Verlagsschriftenreihe}, title={Bewertung der Zuverlässigkeit selbstoptimierender Systeme mit dem LARES-Framework}, booktitle={9. Paderborner Workshop Entwurf mechatronischer Systeme}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Meyer, Tobias and Sondermann-Wölke, Christoph and Sextro, Walter and Riedl, Martin and Gouberman, Alexander and Siegle, Markus}, editor={Gausemeier, Jürgen and Dumitrescu, Roman and Rammig, Franz and Schäfer, Wilhelm and Trächtler, AnsgarEditors}, year={2013}, pages={161–174}, collection={HNI-Verlagsschriftenreihe} }","mla":"Meyer, Tobias, et al. “Bewertung Der Zuverlässigkeit Selbstoptimierender Systeme Mit Dem LARES-Framework.” <i>9. Paderborner Workshop Entwurf Mechatronischer Systeme</i>, edited by Jürgen Gausemeier et al., Heinz Nixdorf Institut, Universität Paderborn, 2013, pp. 161–74.","short":"T. Meyer, C. Sondermann-Wölke, W. Sextro, M. Riedl, A. Gouberman, M. Siegle, in: J. Gausemeier, R. Dumitrescu, F. Rammig, W. Schäfer, A. Trächtler (Eds.), 9. Paderborner Workshop Entwurf Mechatronischer Systeme, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2013, pp. 161–174.","chicago":"Meyer, Tobias, Christoph Sondermann-Wölke, Walter Sextro, Martin Riedl, Alexander Gouberman, and Markus Siegle. “Bewertung Der Zuverlässigkeit Selbstoptimierender Systeme Mit Dem LARES-Framework.” In <i>9. Paderborner Workshop Entwurf Mechatronischer Systeme</i>, edited by Jürgen Gausemeier, Roman Dumitrescu, Franz Rammig, Wilhelm Schäfer, and Ansgar Trächtler, 161–74. HNI-Verlagsschriftenreihe. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2013.","apa":"Meyer, T., Sondermann-Wölke, C., Sextro, W., Riedl, M., Gouberman, A., &#38; Siegle, M. (2013). Bewertung der Zuverlässigkeit selbstoptimierender Systeme mit dem LARES-Framework. In J. Gausemeier, R. Dumitrescu, F. Rammig, W. Schäfer, &#38; A. Trächtler (Eds.), <i>9. Paderborner Workshop Entwurf mechatronischer Systeme</i> (pp. 161–174). Paderborn: Heinz Nixdorf Institut, Universität Paderborn.","ieee":"T. Meyer, C. Sondermann-Wölke, W. Sextro, M. Riedl, A. Gouberman, and M. Siegle, “Bewertung der Zuverlässigkeit selbstoptimierender Systeme mit dem LARES-Framework,” in <i>9. Paderborner Workshop Entwurf mechatronischer Systeme</i>, 2013, pp. 161–174."},"user_id":"55222","editor":[{"full_name":"Gausemeier, Jürgen","last_name":"Gausemeier","first_name":"Jürgen"},{"last_name":"Dumitrescu","first_name":"Roman","full_name":"Dumitrescu, Roman"},{"full_name":"Rammig, Franz","last_name":"Rammig","first_name":"Franz"},{"last_name":"Schäfer","first_name":"Wilhelm","full_name":"Schäfer, Wilhelm"},{"full_name":"Trächtler, Ansgar","first_name":"Ansgar","last_name":"Trächtler"}],"page":"161-174","series_title":"HNI-Verlagsschriftenreihe","_id":"9861","publisher":"Heinz Nixdorf Institut, Universität Paderborn","language":[{"iso":"eng"}],"date_updated":"2019-09-30T08:10:44Z","title":"Bewertung der Zuverlässigkeit selbstoptimierender Systeme mit dem LARES-Framework","status":"public","year":"2013","author":[{"first_name":"Tobias","last_name":"Meyer","full_name":"Meyer, Tobias"},{"last_name":"Sondermann-Wölke","first_name":"Christoph","full_name":"Sondermann-Wölke, Christoph"},{"last_name":"Sextro","first_name":"Walter","full_name":"Sextro, Walter","id":"21220"},{"first_name":"Martin","last_name":"Riedl","full_name":"Riedl, Martin"},{"last_name":"Gouberman","first_name":"Alexander","full_name":"Gouberman, Alexander"},{"full_name":"Siegle, Markus","first_name":"Markus","last_name":"Siegle"}]},{"user_id":"55222","volume":24,"page":"5-15","_id":"9786","language":[{"iso":"eng"}],"date_updated":"2022-01-06T07:04:20Z","intvolume":"        24","year":"2012","title":"Probabilistic Planning for Predictive Condition Monitoring and Adaptation Within the Self-Optimizing Energy Management of an Autonomous Railway Vehicle","status":"public","author":[{"full_name":"Klöpper, Benjamin","first_name":"Benjamin","last_name":"Klöpper"},{"last_name":"Sondermann-Wölke","first_name":"Christoph","full_name":"Sondermann-Wölke, Christoph"},{"last_name":"Romaus","first_name":"Christoph","full_name":"Romaus, Christoph"}],"type":"journal_article","keyword":["self-optimizing systems","dependability","probabilistic planning","energy management"],"department":[{"_id":"151"}],"date_created":"2019-05-13T13:23:45Z","quality_controlled":"1","abstract":[{"text":"Self-optimizing mechatronic systems are a new class of technical systems. On the one hand, new challenges regarding dependability arise from their additional complexity and adaptivity. On the other hand, their abilities enable new concepts and methods to improve the dependability of mechatronic systems. This paper introduces a multi-level dependability concept for selfoptimizing mechatronic systems and shows how probabilistic planning can be used to improve the availability and reliability of systems in the operating phase. The general idea to improve the availability of autonomous systems by applying probabilistic planning methods to avoid energy shortages is exemplified on the example of an innovative railway vehicle.","lang":"eng"}],"publication":"Journal of Robotics and Mechatronics","issue":"1","citation":{"mla":"Klöpper, Benjamin, et al. “Probabilistic Planning for Predictive Condition Monitoring and Adaptation Within the Self-Optimizing Energy Management of an Autonomous Railway Vehicle.” <i>Journal of Robotics and Mechatronics</i>, vol. 24, no. 1, 2012, pp. 5–15.","ama":"Klöpper B, Sondermann-Wölke C, Romaus C. Probabilistic Planning for Predictive Condition Monitoring and Adaptation Within the Self-Optimizing Energy Management of an Autonomous Railway Vehicle. <i>Journal of Robotics and Mechatronics</i>. 2012;24(1):5-15.","bibtex":"@article{Klöpper_Sondermann-Wölke_Romaus_2012, title={Probabilistic Planning for Predictive Condition Monitoring and Adaptation Within the Self-Optimizing Energy Management of an Autonomous Railway Vehicle}, volume={24}, number={1}, journal={Journal of Robotics and Mechatronics}, author={Klöpper, Benjamin and Sondermann-Wölke, Christoph and Romaus, Christoph}, year={2012}, pages={5–15} }","apa":"Klöpper, B., Sondermann-Wölke, C., &#38; Romaus, C. (2012). Probabilistic Planning for Predictive Condition Monitoring and Adaptation Within the Self-Optimizing Energy Management of an Autonomous Railway Vehicle. <i>Journal of Robotics and Mechatronics</i>, <i>24</i>(1), 5–15.","ieee":"B. Klöpper, C. Sondermann-Wölke, and C. Romaus, “Probabilistic Planning for Predictive Condition Monitoring and Adaptation Within the Self-Optimizing Energy Management of an Autonomous Railway Vehicle,” <i>Journal of Robotics and Mechatronics</i>, vol. 24, no. 1, pp. 5–15, 2012.","short":"B. Klöpper, C. Sondermann-Wölke, C. Romaus, Journal of Robotics and Mechatronics 24 (2012) 5–15.","chicago":"Klöpper, Benjamin, Christoph Sondermann-Wölke, and Christoph Romaus. “Probabilistic Planning for Predictive Condition Monitoring and Adaptation Within the Self-Optimizing Energy Management of an Autonomous Railway Vehicle.” <i>Journal of Robotics and Mechatronics</i> 24, no. 1 (2012): 5–15."}},{"quality_controlled":"1","abstract":[{"lang":"eng","text":"The rapid development of communication and information technology opens up fascinating perspectives, which go far beyond the state of the art in mechatronics: mechatronic systems with inherent partial intelligence. These so called self-optimizing systems adapt their objectives and behavior autonomously and flexibly to changing operating conditions. On the one hand, securing the dependability of such systems is challenging due to their complexity and non-deterministic behavior. On the other hand, self-optimization can be used to increase the dependability of the system during its operation. However, it has to be ensured, that the self-optimization works dependable itself. To cope with these challenges, the multi-level dependability concept was developed. It enables predictive condition monitoring, influences the objectives of the system and determines suitable means to improve the system's dependability during its operation. In this contribution we introduce a procedure for the conceptual design of an advanced condition monitoring based on the system's principle solution. The principle solution describes the principal operation mode of the system and its desired behavior. It is modeled using the specification technique for the domain-spanning description of the principle solution of a self-optimizing system and consists of a coherent system of eight partial models (e.g. requirements, active structure, system of objectives, behavior, etc.). The partial models are analyzed separately in order to derive the components of the multi-level dependability concept. In particular, the reliability analysis of the partial model active structure is performed to identify the system elements to be monitored and parameters to be measured. The principle solution is extended accordingly: e.g. with system elements required for the realization of the dependability concept. The advantages of the method are shown on the self-optimizing guidance module of a railroad vehicle."}],"publication":"Proceedings of the 11th International Probabilistic Safety Assessment and Management Conference (PSAM11) and The Annual European Safety and Reliability Conference (ESREL2012)","citation":{"ama":"Sondermann-Wölke  C, Meyer T, Dorociak R, Gausemeier J, Sextro W. Conceptual Design of Advanced Condition Monitoring for a Self-Optimizing System based on its Principle Solution. In: <i>Proceedings of the 11th International Probabilistic Safety Assessment and Management Conference (PSAM11) and The Annual European Safety and Reliability Conference (ESREL2012)</i>. Helsinki, Finland; 2012.","bibtex":"@inproceedings{Sondermann-Wölke _Meyer_Dorociak_Gausemeier_Sextro_2012, place={Helsinki, Finland}, title={Conceptual Design of Advanced Condition Monitoring for a Self-Optimizing System based on its Principle Solution}, booktitle={Proceedings of the 11th International Probabilistic Safety Assessment and Management Conference (PSAM11) and The Annual European Safety and Reliability Conference (ESREL2012)}, author={Sondermann-Wölke , Christoph and Meyer, Tobias and Dorociak, Rafal and Gausemeier, Jürgen and Sextro, Walter}, year={2012} }","mla":"Sondermann-Wölke , Christoph, et al. “Conceptual Design of Advanced Condition Monitoring for a Self-Optimizing System Based on Its Principle Solution.” <i>Proceedings of the 11th International Probabilistic Safety Assessment and Management Conference (PSAM11) and The Annual European Safety and Reliability Conference (ESREL2012)</i>, 2012.","chicago":"Sondermann-Wölke , Christoph, Tobias Meyer, Rafal Dorociak, Jürgen Gausemeier, and Walter Sextro. “Conceptual Design of Advanced Condition Monitoring for a Self-Optimizing System Based on Its Principle Solution.” In <i>Proceedings of the 11th International Probabilistic Safety Assessment and Management Conference (PSAM11) and The Annual European Safety and Reliability Conference (ESREL2012)</i>. Helsinki, Finland, 2012.","short":"C. Sondermann-Wölke , T. Meyer, R. Dorociak, J. Gausemeier, W. Sextro, in: Proceedings of the 11th International Probabilistic Safety Assessment and Management Conference (PSAM11) and The Annual European Safety and Reliability Conference (ESREL2012), Helsinki, Finland, 2012.","apa":"Sondermann-Wölke , C., Meyer, T., Dorociak, R., Gausemeier, J., &#38; Sextro, W. (2012). Conceptual Design of Advanced Condition Monitoring for a Self-Optimizing System based on its Principle Solution. In <i>Proceedings of the 11th International Probabilistic Safety Assessment and Management Conference (PSAM11) and The Annual European Safety and Reliability Conference (ESREL2012)</i>. Helsinki, Finland.","ieee":"C. Sondermann-Wölke , T. Meyer, R. Dorociak, J. Gausemeier, and W. Sextro, “Conceptual Design of Advanced Condition Monitoring for a Self-Optimizing System based on its Principle Solution,” in <i>Proceedings of the 11th International Probabilistic Safety Assessment and Management Conference (PSAM11) and The Annual European Safety and Reliability Conference (ESREL2012)</i>, 2012."},"type":"conference","keyword":["Mechatronic Systems","Principle Solution","Condition Monitoring","Conceptual Design"],"department":[{"_id":"151"}],"place":"Helsinki, Finland","date_created":"2019-05-13T13:41:34Z","date_updated":"2022-01-06T07:04:20Z","status":"public","year":"2012","title":"Conceptual Design of Advanced Condition Monitoring for a Self-Optimizing System based on its Principle Solution","author":[{"last_name":"Sondermann-Wölke ","first_name":"Christoph","full_name":"Sondermann-Wölke , Christoph"},{"first_name":"Tobias","last_name":"Meyer","full_name":"Meyer, Tobias"},{"full_name":"Dorociak, Rafal","first_name":"Rafal","last_name":"Dorociak"},{"first_name":"Jürgen","last_name":"Gausemeier","full_name":"Gausemeier, Jürgen"},{"first_name":"Walter","last_name":"Sextro","full_name":"Sextro, Walter","id":"21220"}],"user_id":"55222","_id":"9791","language":[{"iso":"eng"}]},{"department":[{"_id":"675"}],"type":"conference","date_created":"2021-10-27T11:04:55Z","citation":{"ieee":"C. Sondermann-Wölke, W. Sextro, P. Reinold, and A. Trächtler, “Zuverlässigkeitsorientierte Mehrzieloptimierung zur Aktorrekonfiguration eines X-by-wire-Fahrzeugs,” 2011.","apa":"Sondermann-Wölke, C., Sextro, W., Reinold, P., &#38; Trächtler, A. (2011). Zuverlässigkeitsorientierte Mehrzieloptimierung zur Aktorrekonfiguration eines X-by-wire-Fahrzeugs. <i>Technische Zuverlässigkeit –TTZ</i>.","short":"C. Sondermann-Wölke, W. Sextro, P. Reinold, A. Trächtler, in: Technische Zuverlässigkeit –TTZ, 2011.","chicago":"Sondermann-Wölke, Christoph, Walter Sextro, Peter Reinold, and Ansgar Trächtler. “Zuverlässigkeitsorientierte Mehrzieloptimierung Zur Aktorrekonfiguration Eines X-by-Wire-Fahrzeugs.” In <i>Technische Zuverlässigkeit –TTZ</i>, 2011.","mla":"Sondermann-Wölke, Christoph, et al. “Zuverlässigkeitsorientierte Mehrzieloptimierung Zur Aktorrekonfiguration Eines X-by-Wire-Fahrzeugs.” <i>Technische Zuverlässigkeit –TTZ</i>, 2011.","bibtex":"@inproceedings{Sondermann-Wölke_Sextro_Reinold_Trächtler_2011, title={Zuverlässigkeitsorientierte Mehrzieloptimierung zur Aktorrekonfiguration eines X-by-wire-Fahrzeugs}, booktitle={Technische Zuverlässigkeit –TTZ}, author={Sondermann-Wölke, Christoph and Sextro, Walter and Reinold, Peter and Trächtler, Ansgar}, year={2011} }","ama":"Sondermann-Wölke C, Sextro W, Reinold P, Trächtler A. Zuverlässigkeitsorientierte Mehrzieloptimierung zur Aktorrekonfiguration eines X-by-wire-Fahrzeugs. In: <i>Technische Zuverlässigkeit –TTZ</i>. ; 2011."},"publication":"Technische Zuverlässigkeit –TTZ","user_id":"21240","_id":"26981","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:57:31Z","author":[{"last_name":"Sondermann-Wölke","first_name":"Christoph","full_name":"Sondermann-Wölke, Christoph"},{"first_name":"Walter","last_name":"Sextro","full_name":"Sextro, Walter","id":"21220"},{"full_name":"Reinold, Peter","last_name":"Reinold","first_name":"Peter"},{"first_name":"Ansgar","last_name":"Trächtler","full_name":"Trächtler, Ansgar","id":"552"}],"status":"public","title":"Zuverlässigkeitsorientierte Mehrzieloptimierung zur Aktorrekonfiguration eines X-by-wire-Fahrzeugs","year":"2011"},{"citation":{"apa":"Priesterjahn, C., Sondermann-Wölke, C., Tichy, M., &#38; Hölscher, C. (2011). Component-Based Hazard Analysis for Mechatronic Systems. In <i>14th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops</i> (Vol. 14, pp. 80–87). : IEEE Computer Society . <a href=\"https://doi.org/10.1109/ISORCW.2011.19\">https://doi.org/10.1109/ISORCW.2011.19</a>","mla":"Priesterjahn, Claudia, et al. “Component-Based Hazard Analysis for Mechatronic Systems.” <i>14th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops</i>, vol. 14, : IEEE Computer Society , 2011, pp. 80–87, doi:<a href=\"https://doi.org/10.1109/ISORCW.2011.19\">10.1109/ISORCW.2011.19</a>.","ieee":"C. Priesterjahn, C. Sondermann-Wölke, M. Tichy, and C. Hölscher, “Component-Based Hazard Analysis for Mechatronic Systems,” in <i>14th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops</i>, 2011, vol. 14, pp. 80–87.","short":"C. Priesterjahn, C. Sondermann-Wölke, M. Tichy, C. Hölscher, in: 14th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops, : IEEE Computer Society , 2011, pp. 80–87.","ama":"Priesterjahn C, Sondermann-Wölke C, Tichy M, Hölscher C. Component-Based Hazard Analysis for Mechatronic Systems. In: <i>14th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops</i>. Vol 14. : IEEE Computer Society ; 2011:80-87. doi:<a href=\"https://doi.org/10.1109/ISORCW.2011.19\">10.1109/ISORCW.2011.19</a>","chicago":"Priesterjahn, Claudia, Christoph Sondermann-Wölke, Matthias Tichy, and Christian Hölscher. “Component-Based Hazard Analysis for Mechatronic Systems.” In <i>14th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops</i>, 14:80–87. : IEEE Computer Society , 2011. <a href=\"https://doi.org/10.1109/ISORCW.2011.19\">https://doi.org/10.1109/ISORCW.2011.19</a>.","bibtex":"@inproceedings{Priesterjahn_Sondermann-Wölke_Tichy_Hölscher_2011, title={Component-Based Hazard Analysis for Mechatronic Systems}, volume={14}, DOI={<a href=\"https://doi.org/10.1109/ISORCW.2011.19\">10.1109/ISORCW.2011.19</a>}, booktitle={14th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops}, publisher={: IEEE Computer Society }, author={Priesterjahn, Claudia and Sondermann-Wölke, Christoph and Tichy, Matthias and Hölscher, Christian}, year={2011}, pages={80–87} }"},"publication":"14th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops","department":[{"_id":"9"},{"_id":"146"}],"type":"conference","date_created":"2021-06-15T11:08:44Z","intvolume":"        14","date_updated":"2022-01-06T06:55:31Z","publication_identifier":{"isbn":["978-1-4577-0303-4"]},"author":[{"full_name":"Priesterjahn, Claudia","last_name":"Priesterjahn","first_name":"Claudia"},{"last_name":"Sondermann-Wölke","first_name":"Christoph","full_name":"Sondermann-Wölke, Christoph"},{"full_name":"Tichy, Matthias","last_name":"Tichy","first_name":"Matthias"},{"last_name":"Hölscher","first_name":"Christian","full_name":"Hölscher, Christian"}],"status":"public","title":"Component-Based Hazard Analysis for Mechatronic Systems","year":"2011","volume":14,"user_id":"38077","doi":"10.1109/ISORCW.2011.19","_id":"22363","language":[{"iso":"eng"}],"publisher":": IEEE Computer Society ","page":"80-87"},{"user_id":"24876","_id":"23184","language":[{"iso":"eng"}],"publisher":"VDI-Verlag","date_updated":"2022-01-06T06:55:47Z","year":"2011","status":"public","title":"Verlässlichkeitsanalyse des Degradationsverhaltens mechatronischer Systeme mit mehreren Betriebsstrategien","author":[{"last_name":"Lurye","first_name":"Oleg","full_name":"Lurye, Oleg"},{"last_name":"Sondermann-Wölke","first_name":"Christoph","full_name":"Sondermann-Wölke, Christoph"},{"full_name":"Kromov, Ivan","first_name":"Ivan","last_name":"Kromov"},{"last_name":"Sextro","first_name":"Walter","full_name":"Sextro, Walter","id":"21220"},{"id":"552","last_name":"Trächtler","first_name":"Ansgar","full_name":"Trächtler, Ansgar"}],"type":"conference","department":[{"_id":"153"}],"place":"Leonberg","date_created":"2021-08-09T07:36:17Z","publication":"VDI Bericht zur Tagung Technische Zuverlässigkeit","citation":{"short":"O. Lurye, C. Sondermann-Wölke, I. Kromov, W. Sextro, A. Trächtler, in: VDI Bericht Zur Tagung Technische Zuverlässigkeit, VDI-Verlag, Leonberg, 2011.","ama":"Lurye O, Sondermann-Wölke C, Kromov I, Sextro W, Trächtler A. Verlässlichkeitsanalyse des Degradationsverhaltens mechatronischer Systeme mit mehreren Betriebsstrategien. In: <i>VDI Bericht Zur Tagung Technische Zuverlässigkeit</i>. Leonberg: VDI-Verlag; 2011.","chicago":"Lurye, Oleg, Christoph Sondermann-Wölke, Ivan Kromov, Walter Sextro, and Ansgar Trächtler. “Verlässlichkeitsanalyse Des Degradationsverhaltens Mechatronischer Systeme Mit Mehreren Betriebsstrategien.” In <i>VDI Bericht Zur Tagung Technische Zuverlässigkeit</i>. Leonberg: VDI-Verlag, 2011.","bibtex":"@inproceedings{Lurye_Sondermann-Wölke_Kromov_Sextro_Trächtler_2011, place={Leonberg}, title={Verlässlichkeitsanalyse des Degradationsverhaltens mechatronischer Systeme mit mehreren Betriebsstrategien}, booktitle={VDI Bericht zur Tagung Technische Zuverlässigkeit}, publisher={VDI-Verlag}, author={Lurye, Oleg and Sondermann-Wölke, Christoph and Kromov, Ivan and Sextro, Walter and Trächtler, Ansgar}, year={2011} }","apa":"Lurye, O., Sondermann-Wölke, C., Kromov, I., Sextro, W., &#38; Trächtler, A. (2011). Verlässlichkeitsanalyse des Degradationsverhaltens mechatronischer Systeme mit mehreren Betriebsstrategien. In <i>VDI Bericht zur Tagung Technische Zuverlässigkeit</i>. Leonberg: VDI-Verlag.","mla":"Lurye, Oleg, et al. “Verlässlichkeitsanalyse Des Degradationsverhaltens Mechatronischer Systeme Mit Mehreren Betriebsstrategien.” <i>VDI Bericht Zur Tagung Technische Zuverlässigkeit</i>, VDI-Verlag, 2011.","ieee":"O. Lurye, C. Sondermann-Wölke, I. Kromov, W. Sextro, and A. Trächtler, “Verlässlichkeitsanalyse des Degradationsverhaltens mechatronischer Systeme mit mehreren Betriebsstrategien,” in <i>VDI Bericht zur Tagung Technische Zuverlässigkeit</i>, 2011."}},{"type":"conference","department":[{"_id":"153"}],"date_created":"2021-08-09T07:36:28Z","publication":"Technische Zuverlässigkeit TTZ","citation":{"ama":"Sondermann-Wölke C, Sextro W, Reinold P, Trächtler A. Zuverlässigkeitsorientierte Mehrzieloptimierung zur Aktorrekonfiguration eines X-by-wire-Fahrzeugs. In: <i>Technische Zuverlässigkeit TTZ</i>. ; 2011.","bibtex":"@inproceedings{Sondermann-Wölke_Sextro_Reinold_Trächtler_2011, title={Zuverlässigkeitsorientierte Mehrzieloptimierung zur Aktorrekonfiguration eines X-by-wire-Fahrzeugs}, booktitle={Technische Zuverlässigkeit TTZ}, author={Sondermann-Wölke, Christoph and Sextro, Walter and Reinold, Peter and Trächtler, Ansgar}, year={2011} }","mla":"Sondermann-Wölke, Christoph, et al. “Zuverlässigkeitsorientierte Mehrzieloptimierung Zur Aktorrekonfiguration Eines X-by-Wire-Fahrzeugs.” <i>Technische Zuverlässigkeit TTZ</i>, 2011.","short":"C. Sondermann-Wölke, W. Sextro, P. Reinold, A. Trächtler, in: Technische Zuverlässigkeit TTZ, 2011.","chicago":"Sondermann-Wölke, Christoph, Walter Sextro, Peter Reinold, and Ansgar Trächtler. “Zuverlässigkeitsorientierte Mehrzieloptimierung Zur Aktorrekonfiguration Eines X-by-Wire-Fahrzeugs.” In <i>Technische Zuverlässigkeit TTZ</i>, 2011.","apa":"Sondermann-Wölke, C., Sextro, W., Reinold, P., &#38; Trächtler, A. (2011). Zuverlässigkeitsorientierte Mehrzieloptimierung zur Aktorrekonfiguration eines X-by-wire-Fahrzeugs. In <i>Technische Zuverlässigkeit TTZ</i>.","ieee":"C. Sondermann-Wölke, W. Sextro, P. Reinold, and A. Trächtler, “Zuverlässigkeitsorientierte Mehrzieloptimierung zur Aktorrekonfiguration eines X-by-wire-Fahrzeugs,” in <i>Technische Zuverlässigkeit TTZ</i>, 2011."},"user_id":"24876","_id":"23194","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:55:47Z","status":"public","year":"2011","title":"Zuverlässigkeitsorientierte Mehrzieloptimierung zur Aktorrekonfiguration eines X-by-wire-Fahrzeugs","author":[{"full_name":"Sondermann-Wölke, Christoph","first_name":"Christoph","last_name":"Sondermann-Wölke"},{"full_name":"Sextro, Walter","first_name":"Walter","last_name":"Sextro","id":"21220"},{"last_name":"Reinold","first_name":"Peter","full_name":"Reinold, Peter"},{"last_name":"Trächtler","first_name":"Ansgar","full_name":"Trächtler, Ansgar","id":"552"}]},{"user_id":"55222","page":"99-110","_id":"9768","language":[{"iso":"eng"}],"date_updated":"2022-01-06T07:04:19Z","title":"Dependability Analysis of the Degradation Behavior of Mechatronics Systems with Different Operating Strategies","status":"public","year":"2011","author":[{"full_name":"Lurie, Oleg","first_name":"Oleg","last_name":"Lurie"},{"last_name":"Kromov","first_name":"Ivan","full_name":"Kromov, Ivan"},{"full_name":"Trächtler, Ansgar","first_name":"Ansgar","last_name":"Trächtler"},{"last_name":"Sondermann-Wölke","first_name":"Christoph","full_name":"Sondermann-Wölke, Christoph"},{"last_name":"Sextro","first_name":"Walter","full_name":"Sextro, Walter","id":"21220"}],"type":"conference","department":[{"_id":"151"}],"date_created":"2019-05-13T10:57:24Z","place":"Leonberg","publication":"25. Tagung Technische Zuverlässigkeit (TTZ 2011) - Entwicklung und Betrieb zuverlässiger Produkte","citation":{"ama":"Lurie O, Kromov I, Trächtler A, Sondermann-Wölke C, Sextro W. Dependability Analysis of the Degradation Behavior of Mechatronics Systems with Different Operating Strategies. In: <i>25. Tagung Technische Zuverlässigkeit (TTZ 2011) - Entwicklung Und Betrieb Zuverlässiger Produkte</i>. Leonberg; 2011:99-110.","bibtex":"@inproceedings{Lurie_Kromov_Trächtler_Sondermann-Wölke_Sextro_2011, place={Leonberg}, title={Dependability Analysis of the Degradation Behavior of Mechatronics Systems with Different Operating Strategies}, booktitle={25. Tagung Technische Zuverlässigkeit (TTZ 2011) - Entwicklung und Betrieb zuverlässiger Produkte}, author={Lurie, Oleg and Kromov, Ivan and Trächtler, Ansgar and Sondermann-Wölke, Christoph and Sextro, Walter}, year={2011}, pages={99–110} }","mla":"Lurie, Oleg, et al. “Dependability Analysis of the Degradation Behavior of Mechatronics Systems with Different Operating Strategies.” <i>25. Tagung Technische Zuverlässigkeit (TTZ 2011) - Entwicklung Und Betrieb Zuverlässiger Produkte</i>, 2011, pp. 99–110.","short":"O. Lurie, I. Kromov, A. Trächtler, C. Sondermann-Wölke, W. Sextro, in: 25. Tagung Technische Zuverlässigkeit (TTZ 2011) - Entwicklung Und Betrieb Zuverlässiger Produkte, Leonberg, 2011, pp. 99–110.","chicago":"Lurie, Oleg, Ivan Kromov, Ansgar Trächtler, Christoph Sondermann-Wölke, and Walter Sextro. “Dependability Analysis of the Degradation Behavior of Mechatronics Systems with Different Operating Strategies.” In <i>25. Tagung Technische Zuverlässigkeit (TTZ 2011) - Entwicklung Und Betrieb Zuverlässiger Produkte</i>, 99–110. Leonberg, 2011.","apa":"Lurie, O., Kromov, I., Trächtler, A., Sondermann-Wölke, C., &#38; Sextro, W. (2011). Dependability Analysis of the Degradation Behavior of Mechatronics Systems with Different Operating Strategies. In <i>25. Tagung Technische Zuverlässigkeit (TTZ 2011) - Entwicklung und Betrieb zuverlässiger Produkte</i> (pp. 99–110). Leonberg.","ieee":"O. Lurie, I. Kromov, A. Trächtler, C. Sondermann-Wölke, and W. Sextro, “Dependability Analysis of the Degradation Behavior of Mechatronics Systems with Different Operating Strategies,” in <i>25. Tagung Technische Zuverlässigkeit (TTZ 2011) - Entwicklung und Betrieb zuverlässiger Produkte</i>, 2011, pp. 99–110."}},{"abstract":[{"lang":"eng","text":"One cannot image today's life without mechatronic systems, which have to be developed in a joint effort by teams of mechanical engineers, electrical engineers, control engineers and software engineers. Often these systems are applied in safety critical environments like in cars or aircrafts. This requires systems that function correctly and do not cause hazardous situations. However, random errors due to wear or external influences cannot be completely excluded. Consequently, we have to perform a hazard analysis for the system. Further, the union of four disciplines in one system requires the development and analysis of the system as a whole. We present a component-based hazard analysis that considers the entire mechatronic system including hardware, i.e. mechanical and electrical components, and software components. Our approach considers the physical properties of different types of flow in mechatronic systems. We have identified reusable patterns for the failure behavior which can be generated automatically. This reduces the effort for the developer. As cycles, e.g. control cycles, are an internal part of every mechatronic system our approach is able to handle cycles. The presented approach has been applied to a real-life case study."}],"quality_controlled":"1","publication":"Proc. of the 2nd IEEE International Workshop MoBE-RTES at the 14th IEEE International Symposium on Object/Component/Service-oriented Real-time Distributed Computing (ISORC)","citation":{"chicago":"Priesterjahn, Claudia, Christoph Sondermann-Wölke, Mathias Tichy, and Christian Hölscher. “Component-Based Hazard Analysis for Mechatronic Systems.” In <i>Proc. of the 2nd IEEE International Workshop MoBE-RTES at the 14th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing (ISORC)</i>. Newport Beach, USA (USA): IEEE Computer Society, 2011.","short":"C. Priesterjahn, C. Sondermann-Wölke, M. Tichy, C. Hölscher, in: Proc. of the 2nd IEEE International Workshop MoBE-RTES at the 14th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing (ISORC), IEEE Computer Society, Newport Beach, USA (USA), 2011.","ieee":"C. Priesterjahn, C. Sondermann-Wölke, M. Tichy, and C. Hölscher, “Component-based Hazard Analysis for Mechatronic Systems,” in <i>Proc. of the 2nd IEEE International Workshop MoBE-RTES at the 14th IEEE International Symposium on Object/Component/Service-oriented Real-time Distributed Computing (ISORC)</i>, 2011.","apa":"Priesterjahn, C., Sondermann-Wölke, C., Tichy, M., &#38; Hölscher, C. (2011). Component-based Hazard Analysis for Mechatronic Systems. In <i>Proc. of the 2nd IEEE International Workshop MoBE-RTES at the 14th IEEE International Symposium on Object/Component/Service-oriented Real-time Distributed Computing (ISORC)</i>. Newport Beach, USA (USA): IEEE Computer Society.","bibtex":"@inproceedings{Priesterjahn_Sondermann-Wölke_Tichy_Hölscher_2011, place={Newport Beach, USA (USA)}, title={Component-based Hazard Analysis for Mechatronic Systems}, booktitle={Proc. of the 2nd IEEE International Workshop MoBE-RTES at the 14th IEEE International Symposium on Object/Component/Service-oriented Real-time Distributed Computing (ISORC)}, publisher={IEEE Computer Society}, author={Priesterjahn, Claudia and Sondermann-Wölke, Christoph and Tichy, Mathias and Hölscher, Christian}, year={2011} }","ama":"Priesterjahn C, Sondermann-Wölke C, Tichy M, Hölscher C. Component-based Hazard Analysis for Mechatronic Systems. In: <i>Proc. of the 2nd IEEE International Workshop MoBE-RTES at the 14th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing (ISORC)</i>. Newport Beach, USA (USA): IEEE Computer Society; 2011.","mla":"Priesterjahn, Claudia, et al. “Component-Based Hazard Analysis for Mechatronic Systems.” <i>Proc. of the 2nd IEEE International Workshop MoBE-RTES at the 14th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing (ISORC)</i>, IEEE Computer Society, 2011."},"type":"conference","department":[{"_id":"151"}],"place":"Newport Beach, USA (USA)","date_created":"2019-05-13T11:01:13Z","date_updated":"2022-01-06T07:04:19Z","title":"Component-based Hazard Analysis for Mechatronic Systems","year":"2011","status":"public","author":[{"last_name":"Priesterjahn","first_name":"Claudia","full_name":"Priesterjahn, Claudia"},{"first_name":"Christoph","last_name":"Sondermann-Wölke","full_name":"Sondermann-Wölke, Christoph"},{"full_name":"Tichy, Mathias","first_name":"Mathias","last_name":"Tichy"},{"first_name":"Christian","last_name":"Hölscher","full_name":"Hölscher, Christian"}],"user_id":"55222","publisher":"IEEE Computer Society","_id":"9770","language":[{"iso":"eng"}]},{"date_updated":"2022-01-06T07:04:19Z","year":"2011","status":"public","title":"Zuverlässigkeitsorientierte Mehrzieloptimierung zur Aktorrekonfiguration eines X-by-wire-Fahrzeugs","author":[{"full_name":"Sondermann-Wölke, Christoph","first_name":"Christoph","last_name":"Sondermann-Wölke"},{"full_name":"Sextro, Walter","last_name":"Sextro","first_name":"Walter","id":"21220"},{"full_name":"Reinold, Peter","first_name":"Peter","last_name":"Reinold"},{"last_name":"Trächtler","first_name":"Ansgar","full_name":"Trächtler, Ansgar"}],"user_id":"55222","page":"291-302","language":[{"iso":"eng"}],"_id":"9771","abstract":[{"lang":"eng","text":"Dieser Beitrag stellt ein Konzept vor, welches die Methode der Mehrzieloptimierung mit einer Online-Bewertung des aktuellen Systemzustands kombiniert. Dieses erlaubt Maßnahmen zur Zuverlässigkeitssteigerung abzuleiten. Das Konzept wird auf ein X-by-wire-Fahrzeug mit Einzelradaktorik angewandt. Dabei steht zunächst die Beeinflussung der Ziele der Mehrzieloptimierung zugunsten der Zuverlässigkeit des Systems im Vordergrund. In Simulationen wird gezeigt, dass über die Wahl und Gewichtung der Zielfunktionen die Quer- und Längskräfte an den Rädern vorteilhaft verteilt werden können. \r\n\r\nIn this contribution a concept is illustrated, which combines the multi-objective optimization technique with an online assessment of the current system state. This allows deriving measures to increase the reliability of the system. The concept is applied to an X-by-wire vehicle with single-wheel actuators. The emphasis is here mostly on the influence of the objectives of the multiobjective optimization for the benefit of the reliability of the system. It is demonstrated in simulations, that the lateral and longitudinal forces at the wheels can be distributed advantageously by the selection of the suitable objective functions and the appropriate weights."}],"publication":"25. Tagung Technische Zuverlässigkeit (TTZ 2011) - Entwicklung und Betrieb zuverlässiger Produkte","citation":{"bibtex":"@inproceedings{Sondermann-Wölke_Sextro_Reinold_Trächtler_2011, place={Leonberg}, title={Zuverlässigkeitsorientierte Mehrzieloptimierung zur Aktorrekonfiguration eines X-by-wire-Fahrzeugs}, booktitle={25. Tagung Technische Zuverlässigkeit (TTZ 2011) - Entwicklung und Betrieb zuverlässiger Produkte}, author={Sondermann-Wölke, Christoph and Sextro, Walter and Reinold, Peter and Trächtler, Ansgar}, year={2011}, pages={291–302} }","ama":"Sondermann-Wölke C, Sextro W, Reinold P, Trächtler A. Zuverlässigkeitsorientierte Mehrzieloptimierung zur Aktorrekonfiguration eines X-by-wire-Fahrzeugs. In: <i>25. Tagung Technische Zuverlässigkeit (TTZ 2011) - Entwicklung Und Betrieb Zuverlässiger Produkte</i>. Leonberg; 2011:291-302.","mla":"Sondermann-Wölke, Christoph, et al. “Zuverlässigkeitsorientierte Mehrzieloptimierung Zur Aktorrekonfiguration Eines X-by-Wire-Fahrzeugs.” <i>25. Tagung Technische Zuverlässigkeit (TTZ 2011) - Entwicklung Und Betrieb Zuverlässiger Produkte</i>, 2011, pp. 291–302.","chicago":"Sondermann-Wölke, Christoph, Walter Sextro, Peter Reinold, and Ansgar Trächtler. “Zuverlässigkeitsorientierte Mehrzieloptimierung Zur Aktorrekonfiguration Eines X-by-Wire-Fahrzeugs.” In <i>25. Tagung Technische Zuverlässigkeit (TTZ 2011) - Entwicklung Und Betrieb Zuverlässiger Produkte</i>, 291–302. Leonberg, 2011.","short":"C. Sondermann-Wölke, W. Sextro, P. Reinold, A. Trächtler, in: 25. Tagung Technische Zuverlässigkeit (TTZ 2011) - Entwicklung Und Betrieb Zuverlässiger Produkte, Leonberg, 2011, pp. 291–302.","ieee":"C. Sondermann-Wölke, W. Sextro, P. Reinold, and A. Trächtler, “Zuverlässigkeitsorientierte Mehrzieloptimierung zur Aktorrekonfiguration eines X-by-wire-Fahrzeugs,” in <i>25. Tagung Technische Zuverlässigkeit (TTZ 2011) - Entwicklung und Betrieb zuverlässiger Produkte</i>, 2011, pp. 291–302.","apa":"Sondermann-Wölke, C., Sextro, W., Reinold, P., &#38; Trächtler, A. (2011). Zuverlässigkeitsorientierte Mehrzieloptimierung zur Aktorrekonfiguration eines X-by-wire-Fahrzeugs. In <i>25. Tagung Technische Zuverlässigkeit (TTZ 2011) - Entwicklung und Betrieb zuverlässiger Produkte</i> (pp. 291–302). Leonberg."},"type":"conference","department":[{"_id":"151"}],"date_created":"2019-05-13T11:04:04Z","place":"Leonberg"},{"language":[{"iso":"eng"}],"_id":"23211","user_id":"24876","author":[{"first_name":"Jens","last_name":"Geisler","full_name":"Geisler, Jens"},{"full_name":"Sextro, Walter","last_name":"Sextro","first_name":"Walter"},{"full_name":"Sondermann-Wölke, Christoph","last_name":"Sondermann-Wölke","first_name":"Christoph"},{"id":"552","last_name":"Trächtler","first_name":"Ansgar","full_name":"Trächtler, Ansgar"}],"status":"public","title":"Experimentelle Untersuchung der Selbstoptimierung innerhalb des RailCab-Spurführungsmoduls","year":"2010","date_updated":"2022-01-06T06:55:47Z","date_created":"2021-08-09T08:53:42Z","department":[{"_id":"153"}],"type":"journal_article","citation":{"bibtex":"@article{Geisler_Sextro_Sondermann-Wölke_Trächtler_2010, title={Experimentelle Untersuchung der Selbstoptimierung innerhalb des RailCab-Spurführungsmoduls}, journal={7. Paderborner Workshop Entwurf mechatronischer Systeme (EMS 2010)}, author={Geisler, Jens and Sextro, Walter and Sondermann-Wölke, Christoph and Trächtler, Ansgar}, year={2010} }","short":"J. Geisler, W. Sextro, C. Sondermann-Wölke, A. Trächtler, 7. Paderborner Workshop Entwurf Mechatronischer Systeme (EMS 2010) (2010).","ama":"Geisler J, Sextro W, Sondermann-Wölke C, Trächtler A. Experimentelle Untersuchung der Selbstoptimierung innerhalb des RailCab-Spurführungsmoduls. <i>7 Paderborner Workshop Entwurf mechatronischer Systeme (EMS 2010)</i>. 2010.","chicago":"Geisler, Jens, Walter Sextro, Christoph Sondermann-Wölke, and Ansgar Trächtler. “Experimentelle Untersuchung Der Selbstoptimierung Innerhalb Des RailCab-Spurführungsmoduls.” <i>7. Paderborner Workshop Entwurf Mechatronischer Systeme (EMS 2010)</i>, 2010.","ieee":"J. Geisler, W. Sextro, C. Sondermann-Wölke, and A. Trächtler, “Experimentelle Untersuchung der Selbstoptimierung innerhalb des RailCab-Spurführungsmoduls,” <i>7. Paderborner Workshop Entwurf mechatronischer Systeme (EMS 2010)</i>, 2010.","apa":"Geisler, J., Sextro, W., Sondermann-Wölke, C., &#38; Trächtler, A. (2010). Experimentelle Untersuchung der Selbstoptimierung innerhalb des RailCab-Spurführungsmoduls. <i>7. Paderborner Workshop Entwurf Mechatronischer Systeme (EMS 2010)</i>.","mla":"Geisler, Jens, et al. “Experimentelle Untersuchung Der Selbstoptimierung Innerhalb Des RailCab-Spurführungsmoduls.” <i>7. Paderborner Workshop Entwurf Mechatronischer Systeme (EMS 2010)</i>, 2010."},"publication":"7. Paderborner Workshop Entwurf mechatronischer Systeme (EMS 2010)"},{"department":[{"_id":"151"}],"type":"journal_article","date_created":"2019-05-13T09:58:41Z","citation":{"apa":"Hess, D., Hüfner, T., Hesse, T., Sondermann-Wölke, C., &#38; Sattel, T. (2010). Intelligente mechatronische Systeme zur automatisierten Fahrzeugführung in Fahrerassistenzsystemen. <i>Internationales Mechatronik-Kolloquium “Mechatronik 2010.”</i>","ieee":"D. Hess, T. Hüfner, T. Hesse, C. Sondermann-Wölke, and T. Sattel, “Intelligente mechatronische Systeme zur automatisierten Fahrzeugführung in Fahrerassistenzsystemen,” <i>Internationales Mechatronik-Kolloquium “Mechatronik 2010,”</i> 2010.","chicago":"Hess, D., Thorsten Hüfner, Tobias Hesse, Christoph Sondermann-Wölke, and Thomas Sattel. “Intelligente Mechatronische Systeme Zur Automatisierten Fahrzeugführung in Fahrerassistenzsystemen.” <i>Internationales Mechatronik-Kolloquium “Mechatronik 2010,”</i> 2010.","short":"D. Hess, T. Hüfner, T. Hesse, C. Sondermann-Wölke, T. Sattel, Internationales Mechatronik-Kolloquium “Mechatronik 2010” (2010).","mla":"Hess, D., et al. “Intelligente Mechatronische Systeme Zur Automatisierten Fahrzeugführung in Fahrerassistenzsystemen.” <i>Internationales Mechatronik-Kolloquium “Mechatronik 2010,”</i> 2010.","ama":"Hess D, Hüfner T, Hesse T, Sondermann-Wölke C, Sattel T. Intelligente mechatronische Systeme zur automatisierten Fahrzeugführung in Fahrerassistenzsystemen. <i>Internationales Mechatronik-Kolloquium “Mechatronik 2010.”</i> 2010.","bibtex":"@article{Hess_Hüfner_Hesse_Sondermann-Wölke_Sattel_2010, title={Intelligente mechatronische Systeme zur automatisierten Fahrzeugführung in Fahrerassistenzsystemen}, journal={Internationales Mechatronik-Kolloquium “Mechatronik 2010”}, author={Hess, D. and Hüfner, Thorsten and Hesse, Tobias and Sondermann-Wölke, Christoph and Sattel, Thomas}, year={2010} }"},"publication":"Internationales Mechatronik-Kolloquium \"Mechatronik 2010\"","user_id":"55222","language":[{"iso":"eng"}],"_id":"9750","date_updated":"2022-01-06T07:04:19Z","author":[{"full_name":"Hess, D.","last_name":"Hess","first_name":"D."},{"first_name":"Thorsten","last_name":"Hüfner","full_name":"Hüfner, Thorsten"},{"first_name":"Tobias","last_name":"Hesse","full_name":"Hesse, Tobias"},{"full_name":"Sondermann-Wölke, Christoph","first_name":"Christoph","last_name":"Sondermann-Wölke"},{"last_name":"Sattel","first_name":"Thomas","full_name":"Sattel, Thomas"}],"year":"2010","status":"public","title":"Intelligente mechatronische Systeme zur automatisierten Fahrzeugführung in Fahrerassistenzsystemen"}]