A data-driven cyber-physical approach for personalised smart, connected product co-development in a cloud-based environment
The rapid development of information and communication technology enables a promising market of information densely product, i.e. smart, connected product (SCP), and also changes the way of user–designer interaction in the product development process. For SCP, massive data generated by users drives...
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sg-ntu-dr.10356-1611382022-08-16T07:57:13Z A data-driven cyber-physical approach for personalised smart, connected product co-development in a cloud-based environment Zheng, Pai Xu, Xun Chen, Chun-Hsien School of Electrical and Electronic Engineering School of Mechanical and Aerospace Engineering Delta-NTU Corporate Laboratory Engineering::Electrical and electronic engineering Open Architecture Product Smart Product The rapid development of information and communication technology enables a promising market of information densely product, i.e. smart, connected product (SCP), and also changes the way of user–designer interaction in the product development process. For SCP, massive data generated by users drives its design innovation and somehow determines its final success. Nevertheless, most existing works only look at the new functionalities or values that are derived in the one-way communication by introducing novel data analytics methods. Few work discusses about an effective and systematic approach to enable individual user innovation in such context, i.e. co-development process, which sets the fundamental basis of the prevailing concept of data-driven design. Aiming to fill this gap, this paper proposes a generic data-driven cyber-physical approach for personalised SCP co-development in a cloud-based environment. A novel concept of smart, connected, open architecture product is hence introduced with a generic cyber-physical model established in a cloud-based environment, of which the interaction processes are enabled by co-development toolkits with smartness and connectedness. Both the personalized SCP modelling method and the establishment of its cyber-physical product model are described in details. To further demonstrate the proposed approach, a case study of a smart wearable device (i.e. i-BRE respiratory mask) development process is given with general discussions. National Research Foundation (NRF) Authors wish to acknowledge the funding support from Delta Electronics Inc and the National Research Foundation (NRF) Singapore under the Corporate Laboratory @ University Scheme (Ref. RCA-16/434; SCO-RP1) at Nanyang Technological University, Singapore. 2022-08-16T07:57:13Z 2022-08-16T07:57:13Z 2020 Journal Article Zheng, P., Xu, X. & Chen, C. (2020). A data-driven cyber-physical approach for personalised smart, connected product co-development in a cloud-based environment. Journal of Intelligent Manufacturing, 31(1), 3-18. https://dx.doi.org/10.1007/s10845-018-1430-y 0956-5515 https://hdl.handle.net/10356/161138 10.1007/s10845-018-1430-y 2-s2.0-85048669155 1 31 3 18 en RCA-16/434 SCO-RP1 Journal of Intelligent Manufacturing © 2018 Springer Science+Business Media, LLC, part of Springer Nature. All rights reserved. |
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Engineering::Electrical and electronic engineering Open Architecture Product Smart Product Zheng, Pai Xu, Xun Chen, Chun-Hsien A data-driven cyber-physical approach for personalised smart, connected product co-development in a cloud-based environment |
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The rapid development of information and communication technology enables a promising market of information densely product, i.e. smart, connected product (SCP), and also changes the way of user–designer interaction in the product development process. For SCP, massive data generated by users drives its design innovation and somehow determines its final success. Nevertheless, most existing works only look at the new functionalities or values that are derived in the one-way communication by introducing novel data analytics methods. Few work discusses about an effective and systematic approach to enable individual user innovation in such context, i.e. co-development process, which sets the fundamental basis of the prevailing concept of data-driven design. Aiming to fill this gap, this paper proposes a generic data-driven cyber-physical approach for personalised SCP co-development in a cloud-based environment. A novel concept of smart, connected, open architecture product is hence introduced with a generic cyber-physical model established in a cloud-based environment, of which the interaction processes are enabled by co-development toolkits with smartness and connectedness. Both the personalized SCP modelling method and the establishment of its cyber-physical product model are described in details. To further demonstrate the proposed approach, a case study of a smart wearable device (i.e. i-BRE respiratory mask) development process is given with general discussions. |
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School of Electrical and Electronic Engineering |
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School of Electrical and Electronic Engineering Zheng, Pai Xu, Xun Chen, Chun-Hsien |
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Article |
author |
Zheng, Pai Xu, Xun Chen, Chun-Hsien |
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Zheng, Pai |
title |
A data-driven cyber-physical approach for personalised smart, connected product co-development in a cloud-based environment |
title_short |
A data-driven cyber-physical approach for personalised smart, connected product co-development in a cloud-based environment |
title_full |
A data-driven cyber-physical approach for personalised smart, connected product co-development in a cloud-based environment |
title_fullStr |
A data-driven cyber-physical approach for personalised smart, connected product co-development in a cloud-based environment |
title_full_unstemmed |
A data-driven cyber-physical approach for personalised smart, connected product co-development in a cloud-based environment |
title_sort |
data-driven cyber-physical approach for personalised smart, connected product co-development in a cloud-based environment |
publishDate |
2022 |
url |
https://hdl.handle.net/10356/161138 |
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1743119612330901504 |