Smart Product-Service Systems Solution Design via Hybrid Crowd Sensing Approach

被引:27
|
作者
Zheng, Pai [1 ,2 ]
Liu, Yang [3 ]
Tao, Fei [4 ]
Wang, Zuoxu [1 ]
Chen, Chun-Hsien [1 ]
机构
[1] Nanyang Technol Univ, Sch Mech & Aerosp Engn, Singapore 639798, Singapore
[2] Nanyang Technol Univ, Sch Elect & Elect Engn, Delta NTU Corp Lab Cyber Phys Syst, Singapore 639798, Singapore
[3] Linkoping Univ, Dept Management & Engn, SE-58183 Linkoping, Sweden
[4] Beihang Univ, Sch Automat Sci & Elect Engn, Beijing 100191, Peoples R China
来源
IEEE ACCESS | 2019年 / 7卷
基金
新加坡国家研究基金会;
关键词
Product-service systems; crowd sensing; value co-creation; decision-theoretic rough set; data-driven design; servitization; INCENTIVE MECHANISMS; BIG DATA; FRAMEWORK; INNOVATION; SELECTION; INTERNET; FUTURE; PSS;
D O I
10.1109/ACCESS.2019.2939828
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The third wave of information technology (IT) competition has enabled one promising value co-creation proposition, Smart PSS (smart product-service systems). Manufacturing companies offer smart, connected products with various e-services as a solution bundle to meet individual customer satisfaction, and in return, collect and analyze usage data for evergreen design purposes in a circular manner. Despite a few works discussing such value co-creation business mechanism, scarcely any has been reported from technical aspect to realizing this data-driven manufacturer/service provider-customer interaction cost-effectively. To fill this gap, a novel hybrid crowd sensing approach is proposed, and adopted in the Smart PSS context. It leverages large-scale mobile devices and their massive user-generated/product-sensed data, and converges with reliable static sensing nodes and other data sources in the smart, connected environment for value generation. Both the proposed hybrid crowd sensing conceptual framework and its systematic information modeling process are introduced. An illustrative example of smart water dispenser maintenance service design is given to validate its feasibility. The result shows that the proposed approach can be a promising manner to enable value co-creation process cost-effectively.
引用
收藏
页码:128463 / 128473
页数:11
相关论文
共 50 条
  • [1] Industrial smart product-service systems solution design via hybrid concerns
    Zheng, Pai
    Wang, Zuoxu
    Chen, Chun-Hsien
    [J]. 11TH CIRP CONFERENCE ON INDUSTRIAL PRODUCT-SERVICE SYSTEMS, 2019, 83 : 187 - 192
  • [2] A systematic design approach for service innovation of smart product-service systems
    Zheng, Pai
    Lin, Tzu-Jui
    Chen, Chun-Hsien
    Xu, Xun
    [J]. JOURNAL OF CLEANER PRODUCTION, 2018, 201 : 657 - 667
  • [3] The Design of Smart Product-Service Systems (PSSs): An Exploration of Design Characteristics
    Valencia, Ana
    Mugge, Ruth
    Schoormans, Jan P. L.
    Schifferstein, Hendrik N. J.
    [J]. INTERNATIONAL JOURNAL OF DESIGN, 2015, 9 (01): : 13 - 28
  • [4] Design Product-Service Systems by Using a Hybrid Approach: The Fashion Renting Business Model
    Fani, Virginia
    Pirola, Fabiana
    Bindi, Bianca
    Bandinelli, Romeo
    Pezzotta, Giuditta
    [J]. SUSTAINABILITY, 2022, 14 (09)
  • [5] Smart product-service systems design process for socially conscious digitalization
    Tsunetomo, Kaito
    Watanabe, Kentaro
    Kishita, Yusuke
    [J]. JOURNAL OF CLEANER PRODUCTION, 2022, 368
  • [6] Smart product-service systems in interoperable logistics: Design and implementation prospects
    Pan, Shenle
    Zhong, Ray Y.
    Qu, Ting
    [J]. ADVANCED ENGINEERING INFORMATICS, 2019, 42
  • [7] A QFD-based approach for the development of smart product-service systems
    Fargnoli, Mario
    Haber, Nicolas
    [J]. ENGINEERING REPORTS, 2023, 5 (11)
  • [8] Simulating Impact of Smart Product-Service Systems
    Zinke-Wehlmann, Christian
    Frericks, Sebastian
    Kluge, Andreas
    [J]. SMART AND SUSTAINABLE COLLABORATIVE NETWORKS 4.0 (PRO-VE 2021), 2021, 629 : 289 - 297
  • [9] A user-centred collective system design approach for Smart Product-Service Systems: A case study on fitness product design
    Fang, Cong
    Liu, Wei
    Lin, Huan
    Qi, Yuge
    Tian, Xin
    Huang, Yi
    Wang, Stephen Jia
    [J]. DESIGN JOURNAL, 2024, 27 (03): : 410 - 432
  • [10] A sentiment analysis solution for the re-design of product-service systems
    Pina, Paulo
    Gois, Guilherme
    Mano, Fabio
    Silva, Francisco
    Neves-Silva, Rui
    [J]. 2017 INTERNATIONAL CONFERENCE ON ENGINEERING, TECHNOLOGY AND INNOVATION (ICE/ITMC), 2017, : 1300 - 1305