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After a short introduction including historical development, the first focus is on theoretical background of the operating principle, design and mechanical modeling. As piezoelectric elements transform electrical to mechanical energy and vice versa, equivalent circuit modeling is also described. After that, sample applications are delineated by the matter wherein ultrasound generates unique effects: incredible high pressure level as well in air as in water, micro-bubbles generating temperature peaks for very short time instances in fluids, acoustoplastic effect, enhancement of diffusion and recrystallization in solids, friction manipulation, incremental deformation and micro-cracking of surfaces, or even generation of macroscopic movements in motors. 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IEEE SysCon 2022, Montreal, Canada.","bibtex":"@inproceedings{Anacker_Dumitrescu_Könemann_Wilke_2022, title={Identification of stakeholder-specific Systems Engineering competencies for industry}, booktitle={ Proceedings of the 16th Annual IEEE International Systems Conference}, author={Anacker, Harald and Dumitrescu, Roman and Könemann, Ulf and Wilke, Daria}, year={2022} }","mla":"Anacker, Harald, et al. “Identification of Stakeholder-Specific Systems Engineering Competencies for Industry.” <i> Proceedings of the 16th Annual IEEE International Systems Conference</i>, 2022.","short":"H. Anacker, R. Dumitrescu, U. Könemann, D. Wilke, in:  Proceedings of the 16th Annual IEEE International Systems Conference, 2022."},"year":"2022","author":[{"first_name":"Harald","full_name":"Anacker, Harald","last_name":"Anacker"},{"first_name":"Roman","last_name":"Dumitrescu","id":"16190","full_name":"Dumitrescu, Roman"},{"last_name":"Könemann","full_name":"Könemann, Ulf","first_name":"Ulf"},{"first_name":"Daria","last_name":"Wilke","full_name":"Wilke, Daria"}],"date_created":"2022-05-11T10:04:18Z","date_updated":"2022-09-30T12:52:13Z","conference":{"start_date":"2022-04-25","name":"IEEE SysCon 2022","location":"Montreal, Canada","end_date":"2022-04-28"},"title":"Identification of stakeholder-specific Systems Engineering competencies for industry","type":"conference","publication":" Proceedings of the 16th Annual IEEE International Systems Conference","status":"public","user_id":"15782","department":[{"_id":"563"}],"_id":"31188","language":[{"iso":"eng"}]},{"page":"183-200","citation":{"apa":"Steigerwald J. (2022). Himmlische Klänge und Zaubergesänge in Torquato Tassos \"Gerusalemme liberata“. In Siebenborn E.-V. (Ed.), <i>Literatur und Musik im Cinquecento: Zwischen septem artes liberales und Humanismus in Italien</i> (pp. 183–200). Harrassowitz.","mla":"Steigerwald Jörn. “Himmlische Klänge und Zaubergesänge in Torquato Tassos \"Gerusalemme liberata“.” <i>Literatur und Musik im Cinquecento: Zwischen septem artes liberales und Humanismus in Italien</i>, edited by Siebenborn Eva-Verena, Harrassowitz, 2022, pp. 183–200.","bibtex":"@inbook{Steigerwald_2022, place={Wiesbaden}, title={Himmlische Klänge und Zaubergesänge in Torquato Tassos \"Gerusalemme liberata“}, booktitle={Literatur und Musik im Cinquecento: Zwischen septem artes liberales und Humanismus in Italien}, publisher={Harrassowitz}, author={Steigerwald Jörn}, editor={Siebenborn Eva-Verena}, year={2022}, pages={183–200} }","short":"Steigerwald J., in: Siebenborn E.-V. (Ed.), Literatur und Musik im Cinquecento: Zwischen septem artes liberales und Humanismus in Italien, Harrassowitz, Wiesbaden, 2022, pp. 183–200.","ama":"Steigerwald J. Himmlische Klänge und Zaubergesänge in Torquato Tassos \"Gerusalemme liberata“. In: Siebenborn E-V, ed. <i>Literatur und Musik im Cinquecento: Zwischen septem artes liberales und Humanismus in Italien</i>. Harrassowitz; 2022:183-200.","ieee":"Steigerwald J., “Himmlische Klänge und Zaubergesänge in Torquato Tassos \"Gerusalemme liberata“,” in <i>Literatur und Musik im Cinquecento: Zwischen septem artes liberales und Humanismus in Italien</i>, Siebenborn E.-V., Ed. Wiesbaden: Harrassowitz, 2022, pp. 183–200.","chicago":"Steigerwald Jörn. “Himmlische Klänge und Zaubergesänge in Torquato Tassos \"Gerusalemme liberata“.” In <i>Literatur und Musik im Cinquecento: Zwischen septem artes liberales und Humanismus in Italien</i>, edited by Siebenborn Eva-Verena, 183–200. Wiesbaden: Harrassowitz, 2022."},"year":"2022","place":"Wiesbaden","title":"Himmlische Klänge und Zaubergesänge in Torquato Tassos \"Gerusalemme liberata“","author":[{"first_name":"Jörn","full_name":"Steigerwald, Jörn","id":"37947","last_name":"Steigerwald"}],"date_created":"2022-08-09T19:08:27Z","publisher":"Harrassowitz","date_updated":"2022-10-04T01:37:37Z","status":"public","editor":[{"first_name":"Eva-Verena","full_name":"Siebenborn, Eva-Verena","last_name":"Siebenborn"}],"publication":"Literatur und Musik im Cinquecento: Zwischen septem artes liberales und Humanismus in Italien","type":"book_chapter","language":[{"iso":"chi"}],"department":[{"_id":"5"},{"_id":"116"}],"user_id":"49063","_id":"32728"},{"conference":{"location":"Grenoble, France","end_date":"2022-04-28","start_date":"2022-04-27","name":"2022 Smart Systems Integration (SSI)"},"doi":"10.1109/ssi56489.2022.9901416","main_file_link":[{"url":"https://ieeexplore.ieee.org/document/9901416"}],"title":"Modeling and Characterization of a 3D Environment for the Design of an Inductively Based Locating Method by Coil Couplings","date_created":"2022-10-04T11:26:11Z","author":[{"full_name":"Lange, Sven","id":"38240","last_name":"Lange","first_name":"Sven"},{"first_name":"Christian","last_name":"Hedayat","full_name":"Hedayat, Christian"},{"first_name":"Harald","last_name":"Kuhn","full_name":"Kuhn, Harald"},{"last_name":"Hilleringmann","full_name":"Hilleringmann, Ulrich","first_name":"Ulrich"}],"publisher":"IEEE","date_updated":"2022-10-04T11:35:11Z","citation":{"apa":"Lange, S., Hedayat, C., Kuhn, H., &#38; Hilleringmann, U. (2022). Modeling and Characterization of a 3D Environment for the Design of an Inductively Based Locating Method by Coil Couplings. <i>2022 Smart Systems Integration (SSI)</i>. 2022 Smart Systems Integration (SSI), Grenoble, France. <a href=\"https://doi.org/10.1109/ssi56489.2022.9901416\">https://doi.org/10.1109/ssi56489.2022.9901416</a>","mla":"Lange, Sven, et al. “Modeling and Characterization of a 3D Environment for the Design of an Inductively Based Locating Method by Coil Couplings.” <i>2022 Smart Systems Integration (SSI)</i>, IEEE, 2022, doi:<a href=\"https://doi.org/10.1109/ssi56489.2022.9901416\">10.1109/ssi56489.2022.9901416</a>.","short":"S. Lange, C. Hedayat, H. Kuhn, U. Hilleringmann, in: 2022 Smart Systems Integration (SSI), IEEE, Grenoble, France, 2022.","bibtex":"@inproceedings{Lange_Hedayat_Kuhn_Hilleringmann_2022, place={Grenoble, France}, title={Modeling and Characterization of a 3D Environment for the Design of an Inductively Based Locating Method by Coil Couplings}, DOI={<a href=\"https://doi.org/10.1109/ssi56489.2022.9901416\">10.1109/ssi56489.2022.9901416</a>}, booktitle={2022 Smart Systems Integration (SSI)}, publisher={IEEE}, author={Lange, Sven and Hedayat, Christian and Kuhn, Harald and Hilleringmann, Ulrich}, year={2022} }","chicago":"Lange, Sven, Christian Hedayat, Harald Kuhn, and Ulrich Hilleringmann. “Modeling and Characterization of a 3D Environment for the Design of an Inductively Based Locating Method by Coil Couplings.” In <i>2022 Smart Systems Integration (SSI)</i>. Grenoble, France: IEEE, 2022. <a href=\"https://doi.org/10.1109/ssi56489.2022.9901416\">https://doi.org/10.1109/ssi56489.2022.9901416</a>.","ieee":"S. Lange, C. Hedayat, H. Kuhn, and U. Hilleringmann, “Modeling and Characterization of a 3D Environment for the Design of an Inductively Based Locating Method by Coil Couplings,” presented at the 2022 Smart Systems Integration (SSI), Grenoble, France, 2022, doi: <a href=\"https://doi.org/10.1109/ssi56489.2022.9901416\">10.1109/ssi56489.2022.9901416</a>.","ama":"Lange S, Hedayat C, Kuhn H, Hilleringmann U. Modeling and Characterization of a 3D Environment for the Design of an Inductively Based Locating Method by Coil Couplings. In: <i>2022 Smart Systems Integration (SSI)</i>. IEEE; 2022. doi:<a href=\"https://doi.org/10.1109/ssi56489.2022.9901416\">10.1109/ssi56489.2022.9901416</a>"},"year":"2022","place":"Grenoble, France","publication_identifier":{"eisbn":["978-1-6654-8849-5"]},"publication_status":"published","language":[{"iso":"eng"}],"keyword":["Simulation Environment","Inductive Localization","Coil Parameters","Inductive Applications","Near-Field"],"department":[{"_id":"59"},{"_id":"485"}],"user_id":"38240","_id":"33508","project":[{"name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"status":"public","abstract":[{"lang":"eng","text":"In this work, methods will be evaluated to numerically calculate the passive electrical parameters of planar coils. These parameters can then be used to optimize inductive applications such as wireless power transmission. The focus here will be on inductive localization, which uses high-frequency magnetic fields and the resulting induced voltage to provide localization through the coupling parameter mutual inductance. To achieve localization with high accuracy and best possible operation (resonance, signal strength, etc.), the coil parameters need to be well known. For this reason, some numerical methods for the calculation of these quantities are presented and validated. In addition, the physical effects are thereby considered in more detail, allowing the localization procedure to be better optimized compared to simulative black-box methods. The goal should be a dedicated simulation platform for planar coils to be able to develop training data for neural networks and to test and optimize localization algorithms."}],"publication":"2022 Smart Systems Integration (SSI)","type":"conference"},{"year":"2022","title":"Detection of Defects on Irregularly Structured Surfaces using Supervised and Semi-Supervised Learning Methods","date_created":"2022-10-04T11:35:55Z","publisher":"IEEE","abstract":[{"lang":"eng","text":"In the manufacture of real wood products, defects can quickly occur during the production process. To quickly sort out these defects, a system is needed that finds damage in the irregularly structured surfaces of the product. The difficulty in this task is that each surface is visually different and no standard defects can be defined. Thus, damage detection using correlation does not work, so this paper will test different machine learning methods. To evaluate different machine learning methods, a data set is needed. For this reason, the available samples were recorded manually using a static fixed camera. Subsequently, the images were divided into sub-images, which resulted in a relatively small data set. Next, a convolutional neural network (CNN) was constructed to classify the images. However, this approach did not lead to a generalized solution, so the dataset was hashed using the a- and pHash. These hash values were then trained with a fully supervised system that will later serve as a reference model, in the semi-supervised learning procedures. To improve the supervised model and not have to label every data point, semi-supervised learning methods are used in the following. For this purpose, the CEAL method (wrapper method) is considered in the first and then the Π-Model (intrinsically semi-supervised)."}],"publication":"2022 Smart Systems Integration (SSI)","language":[{"iso":"eng"}],"keyword":["Machine Learning","CNN","Hashing","semi-supervised learning"],"citation":{"ama":"Sander T, Lange S, Hilleringmann U, Geneiß V, Hedayat C, Kuhn H. Detection of Defects on Irregularly Structured Surfaces using Supervised and Semi-Supervised Learning Methods. In: <i>2022 Smart Systems Integration (SSI)</i>. IEEE; 2022. doi:<a href=\"https://doi.org/10.1109/ssi56489.2022.9901433\">10.1109/ssi56489.2022.9901433</a>","chicago":"Sander, Tom, Sven Lange, Ulrich Hilleringmann, Volker Geneiß, Christian Hedayat, and Harald Kuhn. “Detection of Defects on Irregularly Structured Surfaces Using Supervised and Semi-Supervised Learning Methods.” In <i>2022 Smart Systems Integration (SSI)</i>. Grenoble, France: IEEE, 2022. <a href=\"https://doi.org/10.1109/ssi56489.2022.9901433\">https://doi.org/10.1109/ssi56489.2022.9901433</a>.","ieee":"T. Sander, S. Lange, U. Hilleringmann, V. Geneiß, C. Hedayat, and H. Kuhn, “Detection of Defects on Irregularly Structured Surfaces using Supervised and Semi-Supervised Learning Methods,” presented at the 2022 Smart Systems Integration (SSI), Grenoble, France, 2022, doi: <a href=\"https://doi.org/10.1109/ssi56489.2022.9901433\">10.1109/ssi56489.2022.9901433</a>.","bibtex":"@inproceedings{Sander_Lange_Hilleringmann_Geneiß_Hedayat_Kuhn_2022, place={Grenoble, France}, title={Detection of Defects on Irregularly Structured Surfaces using Supervised and Semi-Supervised Learning Methods}, DOI={<a href=\"https://doi.org/10.1109/ssi56489.2022.9901433\">10.1109/ssi56489.2022.9901433</a>}, booktitle={2022 Smart Systems Integration (SSI)}, publisher={IEEE}, author={Sander, Tom and Lange, Sven and Hilleringmann, Ulrich and Geneiß, Volker and Hedayat, Christian and Kuhn, Harald}, year={2022} }","mla":"Sander, Tom, et al. “Detection of Defects on Irregularly Structured Surfaces Using Supervised and Semi-Supervised Learning Methods.” <i>2022 Smart Systems Integration (SSI)</i>, IEEE, 2022, doi:<a href=\"https://doi.org/10.1109/ssi56489.2022.9901433\">10.1109/ssi56489.2022.9901433</a>.","short":"T. Sander, S. Lange, U. Hilleringmann, V. Geneiß, C. Hedayat, H. Kuhn, in: 2022 Smart Systems Integration (SSI), IEEE, Grenoble, France, 2022.","apa":"Sander, T., Lange, S., Hilleringmann, U., Geneiß, V., Hedayat, C., &#38; Kuhn, H. (2022). Detection of Defects on Irregularly Structured Surfaces using Supervised and Semi-Supervised Learning Methods. <i>2022 Smart Systems Integration (SSI)</i>. 2022 Smart Systems Integration (SSI), Grenoble, France. <a href=\"https://doi.org/10.1109/ssi56489.2022.9901433\">https://doi.org/10.1109/ssi56489.2022.9901433</a>"},"place":"Grenoble, France","publication_status":"published","conference":{"start_date":"2022-04-27","name":"2022 Smart Systems Integration (SSI)","location":"Grenoble, France","end_date":"2022-04-28"},"doi":"10.1109/ssi56489.2022.9901433","main_file_link":[{"url":"https://ieeexplore.ieee.org/document/9901433"}],"author":[{"first_name":"Tom","last_name":"Sander","full_name":"Sander, Tom"},{"first_name":"Sven","id":"38240","full_name":"Lange, Sven","last_name":"Lange"},{"first_name":"Ulrich","full_name":"Hilleringmann, Ulrich","last_name":"Hilleringmann"},{"last_name":"Geneiß","full_name":"Geneiß, Volker","first_name":"Volker"},{"first_name":"Christian","last_name":"Hedayat","full_name":"Hedayat, Christian"},{"full_name":"Kuhn, Harald","last_name":"Kuhn","first_name":"Harald"}],"date_updated":"2022-10-04T11:37:39Z","status":"public","type":"conference","department":[{"_id":"59"},{"_id":"485"}],"user_id":"38240","_id":"33510","project":[{"_id":"52","name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing"}]},{"year":"2022","citation":{"apa":"Bernemann, S. A., Maćkowiak, J., Maćkowiak, J., Bertling, R., Lutters, N., &#38; Kenig, E. (2022). <i>Development of an innovative separation unit for nitrogen recovery from agricultural waste</i>. ACHEMA Congress, Frankfurt am Main.","bibtex":"@inproceedings{Bernemann_Maćkowiak_Maćkowiak_Bertling_Lutters_Kenig_2022, title={Development of an innovative separation unit for nitrogen recovery from agricultural waste}, author={Bernemann, Sören Antonius and Maćkowiak, Jan and Maćkowiak, Jerzy and Bertling, René and Lutters, Nicole and Kenig, Eugeny}, year={2022} }","short":"S.A. Bernemann, J. Maćkowiak, J. Maćkowiak, R. Bertling, N. Lutters, E. Kenig, in: 2022.","mla":"Bernemann, Sören Antonius, et al. <i>Development of an Innovative Separation Unit for Nitrogen Recovery from Agricultural Waste</i>. 2022.","ieee":"S. A. Bernemann, J. Maćkowiak, J. Maćkowiak, R. Bertling, N. Lutters, and E. Kenig, “Development of an innovative separation unit for nitrogen recovery from agricultural waste,” presented at the ACHEMA Congress, Frankfurt am Main, 2022.","chicago":"Bernemann, Sören Antonius, Jan Maćkowiak, Jerzy Maćkowiak, René Bertling, Nicole Lutters, and Eugeny Kenig. “Development of an Innovative Separation Unit for Nitrogen Recovery from Agricultural Waste,” 2022.","ama":"Bernemann SA, Maćkowiak J, Maćkowiak J, Bertling R, Lutters N, Kenig E. Development of an innovative separation unit for nitrogen recovery from agricultural waste. In: ; 2022."},"date_updated":"2022-10-05T10:41:01Z","author":[{"first_name":"Sören Antonius","last_name":"Bernemann","id":"70108","full_name":"Bernemann, Sören Antonius"},{"full_name":"Maćkowiak, Jan","last_name":"Maćkowiak","first_name":"Jan"},{"last_name":"Maćkowiak","full_name":"Maćkowiak, Jerzy","first_name":"Jerzy"},{"first_name":"René","last_name":"Bertling","id":"30050","full_name":"Bertling, René"},{"last_name":"Lutters","id":"22006","full_name":"Lutters, Nicole","first_name":"Nicole"},{"last_name":"Kenig","id":"665","full_name":"Kenig, Eugeny","first_name":"Eugeny"}],"date_created":"2022-10-05T10:40:21Z","title":"Development of an innovative separation unit for nitrogen recovery from agricultural waste","conference":{"end_date":"2022-08-26","location":"Frankfurt am Main","name":"ACHEMA Congress","start_date":"2022-08-22"},"type":"conference","status":"public","_id":"33522","project":[{"name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"department":[{"_id":"9"},{"_id":"145"}],"user_id":"70108","keyword":["CFD","simulation","agricultural waste","multiphase"],"language":[{"iso":"eng"}]}]