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17 results on '"Tomiyama, Tetsuo"'

1. Development capabilities for smart products.

Author

Tomiyama, Tetsuo, Lutters, Eric, Stark, Rainer, and Abramovici, Michael

Subjects
CYBER physical systems, SYSTEMS engineering, INTERNET access, INTERNET of things, AMBIENT intelligence, NEW product development, ARTIFICIAL intelligence
Abstract

Smart products supported by new step-changing technologies, such as Internet of Things and artificial intelligence, are now emerging in the market. Smart products are cyber physical systems with services through Internet connection. For example, smart vehicles equipped with advanced embedded intelligence are connected to other vehicles, people, and environment, and offer innovative data-driven services. Since smart products are software-intensive, data-driven, and service-conscious, their development clearly needs new capabilities underpinned by advanced tools, methods, and models. This paper reviews the status and trends of these emerging development technologies such as model-based systems engineering and digital twin. [ABSTRACT FROM AUTHOR]

Published
2019
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2. A method to reduce ambiguities of qualitative reasoning for conceptual design applications.

Author

D'Amelio, Valentina, Chmarra, Magdalena K., and Tomiyama, Tetsuo

Subjects
QUALITATIVE reasoning, CONCEPTUAL design, AMBIGUITY, INFORMATION theory, ARTIFICIAL intelligence, COMPUTER software
Abstract

Qualitative reasoning can generate ambiguous behaviors due to the lack of quantitative information. Despite many different research results focusing on ambiguities reduction, fundamentally it is impossible to totally remove ambiguities with only qualitative methods and to guarantee the consistency of results. This prevents the wide use of qualitative reasoning techniques in practical situations, particularly in conceptual design, where qualitative reasoning is considered intrinsically useful. To improve this situation, this paper initially investigates the origin of ambiguities in qualitative reasoning. Then it proposes a method based on intelligent interventions of the user who is able to detect ambiguities, to prioritize interventions on these ambiguities, and to reduce ambiguities based on the least commitment strategy. This interaction method breaks through the limit of qualitative reasoning in practical applications to conceptual design. The method was implemented as a new feature in a software tool called the Knowledge Intensive Engineering Framework in order to be tested and used for a printer design. [ABSTRACT FROM AUTHOR]

Published
2013
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3. Interaction of Artificial Intelligence and Machining Processes Regarding Industry 4.0 Production Systems

Author

Hinzmann, D., Hasselder, D., Lezama, S., Kirik, O., Pandey, V., Bosler, E., Spitta, D., Uhlmann, E., Krüger, J., Markl, V., Oberschmidt, D., Rötting, M., Behrens, Bernd-Arno, Series Editor, Grzesik, Wit, Series Editor, Ihlenfeldt, Steffen, Series Editor, Kara, Sami, Series Editor, Ong, Soh-Khim, Series Editor, Tomiyama, Tetsuo, Series Editor, Williams, David, Series Editor, Bauernhansl, Thomas, editor, Verl, Alexander, editor, Liewald, Mathias, editor, and Möhring, Hans-Christian, editor

Published
2024
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4. Evaluating CAD Usage to Generate Synthetic Images for Machine Learning-Based Object Detection

Author

Schmelter, T., Nowak, T., Knott, M., Kuhlenkötter, B., Behrens, Bernd-Arno, Series Editor, Grzesik, Wit, Series Editor, Ihlenfeldt, Steffen, Series Editor, Kara, Sami, Series Editor, Ong, Soh-Khim, Series Editor, Tomiyama, Tetsuo, Series Editor, Williams, David, Series Editor, Bauernhansl, Thomas, editor, Verl, Alexander, editor, Liewald, Mathias, editor, and Möhring, Hans-Christian, editor

Published
2024
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5. Opportunities Presented by Industrial 4.0 Revolution to Revitalize the Railway Sector: A Review

Author

Tshabalala, Sinegugu, Mpofu, Khumubulani, Behrens, Bernd-Arno, Series Editor, Grzesik, Wit, Series Editor, Ihlenfeldt, Steffen, Series Editor, Kara, Sami, Series Editor, Ong, Soh-Khim, Series Editor, Tomiyama, Tetsuo, Series Editor, Williams, David, Series Editor, von Leipzig, Konrad, editor, Sacks, Natasha, editor, and Mc Clelland, Michelle, editor

Published
2023
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7. Machine Learning for Soft Sensors and an Application in Cement Production

Author

Stöhr, Marcel, Zielke, Thomas, Behrens, Bernd-Arno, Series Editor, Grzesik, Wit, Series Editor, Ihlenfeldt, Steffen, Series Editor, Kara, Sami, Series Editor, Ong, Soh-Khim, Series Editor, Tomiyama, Tetsuo, Series Editor, Williams, David, Series Editor, von Leipzig, Konrad, editor, Sacks, Natasha, editor, and Mc Clelland, Michelle, editor

Published
2023
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8. The Role of Machine Learning in Supply Chain Management

Author

Pfutzenreuter, Thais Carreira, de Lima, Edson Pinheiro, da Costa, Sergio Eduardo Gouvêa, Deschamps, Fernando, Behrens, Bernd-Arno, Series Editor, Grzesik, Wit, Series Editor, Ihlenfeldt, Steffen, Series Editor, Kara, Sami, Series Editor, Ong, Soh-Khim, Series Editor, Tomiyama, Tetsuo, Series Editor, Williams, David, Series Editor, Huang, Chin-Yin, editor, Dekkers, Rob, editor, Chiu, Shun Fung, editor, Popescu, Daniela, editor, and Quezada, Luis, editor

Published
2023
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9. Approach of Automated ML Algorithm Selection for the Realization of Intelligent Production

Author

Wimmer, Johannes, Constantinescu, Carmen, Pokorni, Bastian, Behrens, Bernd-Arno, Series Editor, Grzesik, Wit, Series Editor, Ihlenfeldt, Steffen, Series Editor, Kara, Sami, Series Editor, Ong, Soh-Khim, Series Editor, Tomiyama, Tetsuo, Series Editor, Williams, David, Series Editor, Huang, Chin-Yin, editor, Dekkers, Rob, editor, Chiu, Shun Fung, editor, Popescu, Daniela, editor, and Quezada, Luis, editor

Published
2023
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10. Assessing AI-Readiness in Production—A Conceptual Approach

Author

Heimberger, Heidi, Horvat, Djerdj, Schultmann, Frank, Behrens, Bernd-Arno, Series Editor, Grzesik, Wit, Series Editor, Ihlenfeldt, Steffen, Series Editor, Kara, Sami, Series Editor, Ong, Soh-Khim, Series Editor, Tomiyama, Tetsuo, Series Editor, Williams, David, Series Editor, Huang, Chin-Yin, editor, Dekkers, Rob, editor, Chiu, Shun Fung, editor, Popescu, Daniela, editor, and Quezada, Luis, editor

Published
2023
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11. Application Areas, Use Cases, and Data Sets for Machine Learning and Artificial Intelligence in Production

Author

Krauß, J., Hülsmann, T., Leyendecker, L., Schmitt, R. H., Behrens, Bernd-Arno, Series Editor, Grzesik, Wit, Series Editor, Ihlenfeldt, Steffen, Series Editor, Kara, Sami, Series Editor, Ong, Soh-Khim, Series Editor, Tomiyama, Tetsuo, Series Editor, Williams, David, Series Editor, Liewald, Mathias, editor, Verl, Alexander, editor, Bauernhansl, Thomas, editor, and Möhring, Hans-Christian, editor

Published
2023
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12. Smart Containers—Enabler for More Sustainability in Food Industries?

Author

Burggräf, P., Steinberg, F., Adlon, T., Nettesheim, P., Kahmann, H., Wu, L., Behrens, Bernd-Arno, Series Editor, Grzesik, Wit, Series Editor, Ihlenfeldt, Steffen, Series Editor, Kara, Sami, Series Editor, Ong, Soh-Khim, Series Editor, Tomiyama, Tetsuo, Series Editor, Williams, David, Series Editor, Liewald, Mathias, editor, Verl, Alexander, editor, Bauernhansl, Thomas, editor, and Möhring, Hans-Christian, editor

Published
2023
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13. AI EDAM 25th anniversary.

Author

Tomiyama, Tetsuo

Subjects
*DESIGN periodicals, *ARTIFICIAL intelligence, *ANNIVERSARIES, *ENGINEERING design, *MANAGEMENT science, *GENETIC algorithms, *KNOWLEDGE management, *COMPUTER-aided design software
Published
2012
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