A survey of smart product-service systems: Key aspects, challenges and future perspectives
Cited by (369)
Items 201–300 of 369
- An evolutionary graph of product service system research topics based on bibliometric analysis and topic modellingHai Xiang, Wenqiang Li, Chuanxiao Li, Haodong Wang · 2024 · Journal of Engineering Design
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- A knowledge graph construction and causal structure mining approach for non-stationary manufacturing systemsMingyuan Xia, Xuandong Mo, Yahui Zhang, Xiaofeng Hu · 2025 · Robotics and Computer-Integrated Manufacturing
- Value Leakage in Product–Service System Provision: A Business Model Alignment PerspectiveWiebke Reim, Sambit Lenka, Vinit Parida, Johan Frishammar · 2022 · IEEE Transactions on Engineering Management
- DSACNN: Dynamically local self-attention CNN for 3D point cloud analysisYupeng Song, Fazhi He, Linkun Fan, Jicheng Dai, Qing Guo · 2022 · Advanced Engineering Informatics
- Cloud‐based product‐service systems platform for household solid waste classification managementMing Wan, Ting Qu, Manna Huang, Lianhui Li, George Q. Huang · 2020 · IET Collaborative Intelligent Manufacturing
- Perceived Values to Evaluate Smart Product-Service Systems of Smart Kitchen AppliancesYing Yu, Tung‐Jung Sung · 2022 · Engineering Management Journal
- Enhancing organizational quality management in Industry 5.0 through smart technologies and decomposed fuzzy methodsZahra Khoshsepehr, Saeed Alinejad, Laleh Salari · 2025 · International Journal of Quality & Reliability Management
- Smart Cities and Product‐Service Systems—A Conceptual Framework for Urban SustainabilityTomi Paalosmaa · 2025 · IET Smart Cities
- A Proactive Interaction Design Method for Personalized User Context Prediction in Smart-Product Service SystemMengyang Ren, Liang Dong, Ziqing Xia, Jingchen Cong, Pai Zheng · 2023 · Procedia CIRP
- Elderly clothing upgrading in product-service system design using extended Kansei Engineering methodologyMingrun Wang, Nazlina Shaari, Sazrinee Zainal Abidin, Yan He · 2024 · International Journal of Clothing Science and Technology
- Intelligent workload balance control of the assembly process considering condition-based maintenanceJiage Huo, C.K.M. Lee · 2021 · Advanced Engineering Informatics
- Investigation of Product–Service System Components as Control Points for Value Creation and Development ProcessRahman Dwi Wahyudi, Moses Laksono Singgih, Mokh Suef · 2022 · Sustainability
- A framework and system architecture for value-oriented digital services in data-driven production logisticsMasoud Zafarzadeh, Erik Flores-García, Yongkuk Jeong, Magnus Wiktorsson · 2025 · International Journal of Production Research
- How does digital technology innovation improve land green use efficiency? Evidence from NCA and dynamic fsQCA methodYang Chen, Yinghui Zhao, Lu Wang, Junguo Shi · 2025 · Environment Development and Sustainability
- Designing a Digital Service System for Sustainable Social Value Creation: A Holistic Design Method Based on Socio-Cyber-Physical System PerspectivesFumiya Akasaka, Yuya Mitake, Kentaro Watanabe, Yuri Nishikawa, Jun Ozawa, Yoshiki Shimomura · 2024 · Sustainability
- Inquiry and Analysis of Challenges in the Development of Smart Product-Service SystemsYevgeni Paliyenko, Gregory-Jamie Tüzün, Daniel Roth, Matthias Kreimeyer · 2022 · Proceedings of the Design Society
- Innovating Smart Product-Service Systems in Manufacturing SMEs: Current Practices, Affordances, and ConstraintsDaniel Heinz, Hae-Rin Park, Carina Benz, Gerhard Satzger · 2022 · IEEE Conference on Business Informatics
- A Closed-Loop Context-Aware Framework for Sustainable Smart PSS DevelopmentXinyu Li, Zuoxu Wang, Pai Zheng, Tao Peng, Chun‐Hsien Chen · 2020 · IEEE International Conference on Automation Science and Engineering (CASE)
- Smart product-service system configuration: a novel hypergraph model-based approachZuoxu Wang, Xinyu Li, Zheng Pai, Chun‐Hsien Chen, Li Pheng Khoo · 2020 · IEEE International Conference on Automation Science and Engineering (CASE)
- Introduction to HyperautomationDina A.M. Darwish · 2024 · Advances in business information systems and analytics book series
- Analysis of a Bike-Sharing System from a Business Model PerspectiveSuzana Regina Moro, Paulo Augusto Cauchick-Miguel · 2022 · Brazilian Journal of Operations & Production Management
- Digital Integration-Twins using Mixed Reality for smart Product Integration in the context of System of SystemsTobias Ehemann, Sven Forte, Damun Mollahassani, Jens Christian Göbel · 2023 · Procedia CIRP
- Implementation path and reference model for Multilateral Data Circulation System (MDCS) in Datacentric Product-Service System (DPSS): from an industrial practice surveyChengjun Wang, Xinguo Ming, Xinming Gao, Xianyu Zhang · 2024 · Advanced Engineering Informatics
- Model for deep learning-based skill transfer in an assembly processKung‐Jeng Wang, Luh Juni Asrini, Lucy Sanjaya, Hong-Phuc Nguyen · 2022 · Advanced Engineering Informatics
- Conceptual Modeling of Extended Collision Warning System from the Perspective of Smart Product-Service SystemChunlong Wu, Hanyu Lv, Tianming Zhu, Yunhe Liu, Marcus Vinicius Pereira Pessôa · 2022 · Sensors
- A Process Oriented Integration Model for Smart Health ServicesFarzana Kausar Gondal, Syed Khuram Shahzad, Muhammad Arfan Jaffar, Muhammad Waseem Iqbal · 2022 · Intelligent Automation & Soft Computing
- Role of digitalized sustainable manufacturing in SME’S: A bibliometric analysisKiran Sankar, Sumit Gupta, Sunil Luthra, Sandeep Jagtap · 2023 · Materials Today Proceedings
- A dynamic multi-layer maintenance service network evolution and decision-making method for service-oriented complex equipmentFengtian Chang, Guanghui Zhou, Qian Huang, Kai Ding, Wei Cheng, Jizhuang Hui, Yifan Zhi, Chao Zhang · 2023 · Computers & Industrial Engineering
- Color recognition-based computer vision technology refines traditional manufacturing factory processesPin Luarn, Wen-Chuan Su · 2025 · Measurement Science and Technology
- An Industrial Case Study on the Monitoring and Maintenance Service System for a Robot-Driven Polishing Service System under Industry 4.0 ContextsYuqian Yang, Maolin Yang, Siwei Shangguan, Yifan Cao, Wei Yue, Kaiqiang Cheng, Pingyu Jiang · 2023 · Systems
- A novel user scenario and behavior sequence recognition approach based on vision-context fusion architectureWenyu Yuan, Danni Chang, Chenlu Mao, Luyao Wang, Ke Liang Ren, Ting Han · 2025 · Advanced Engineering Informatics
- Barreiras e benefícios na adoção de inteligência artificial e IoT na gestão da operaçãoIsabela F. Rocha, Kumiko Oshio Kissimoto · 2022 · RAM. Revista de Administração Mackenzie
- An integrated approach for selecting design parameters in smart product-service system conceptual designHaoran Cui, Lin Gong, Yan Yan, Zhenchong Mo, Xi Xiang, Xin Liu · 2023 · Procedia CIRP
- A Study of Smart Evolution on AI-Based Cyber-Physical System Using Blockchain TechniquesAsmita Biswas, Koustav Kumar Mondal, Deepsubhra Guha Roy · 2023 · Engineering cyber-physical systems and critical infrastructures
- Evaluating Smart PSS Solutions with Context-Awareness in Usage PhaseZuoxu Wang, Xinyu Li, Chun‐Hsien Chen, Li‐Pheng Khoo · 2020 · Advances in transdisciplinary engineering
- The Contribution of RFID to Circular Economy Deployment: A Literature ReviewMosè Gallo, Alessandro Viola, Giovanni Romagnoli · 2025 · International Journal of RF Technologies
- Tracing the evolution of user requirements: a sentiment analysis -- based method for smart PSS innovative designHaoran Cui, Xianpeng Zhang, Haibo Liu, Lixiang Zhang, Yan Yan · 2025 · Journal of Engineering Design
- An enhanced multi-criteria decision making framework for evaluating LLM-integrated smart product-service systems using spherical fuzzy rough numbersZhongkui Liu, Danhui Zhang, Qinghua Liu · 2026 · Applied Soft Computing
- 5G supporting digital servitization in manufacturing: An exploratory surveyChiara Cimini, Alexandra Lagorio, Roberto Pinto, Giuditta Pezzotta, Federico Adrodegari, Sergio Cavalieri · 2023 · IET Collaborative Intelligent Manufacturing
- Overview of methodologies for the lifecycle management of smart product-service systemsAnton Mauersberger, Heiner Reinhardt, Mohaned Alaluss, Mahtab Mahdaviasl, Steffen Ihlenfeldt · 2024 · Procedia CIRP
- Understanding older adults’ adoption of smart product-service systems for medication management in China: an extended UTAUT model approachRuochen Fu, Xiaofei Ma · 2025 · Frontiers in Public Health
- Understanding the relationship between Product-Service System value and operational data using network graphsCarl Nils Konrad Toller Melén, Raj Jiten Machchhar, Alessandro Bertoni, Marco Bertoni, Taylor Sorgini · 2022 · Procedia CIRP
- Designing Value-Robust Product-Service Systems by Incorporating Changeability: A Reference FrameworkRaj Jiten Machchhar, Alessandro Bertoni · 2022 · IFIP advances in information and communication technology
- Smart Product-Service Systems in Fashion Industry: A Systematic Review of Sustainability ResultsUfuk Gür · 2023 · Verimlilik dergisi
- Value Co-creation in Data-Driven Product-Service Systems: An Industrial PerspectiveCarl Nils Konrad Toller Melén, Marco Bertoni · 2022 · IFIP advances in information and communication technology
- Business Models for a Circular Economy: A Literature Review with Bibliometric and Topic AnalysisJana Hojnik, Roberto Biloslavo, Tine Bertoncel · 2022 · Sustainability and innovation
- Integrating anti-falling function for elderly clothing with high satisfaction using Kansei engineering methodology in Guangzhou city, ChinaMingrun Wang, Nazlina Shaari · 2022 · International Conference on Kansei Engineering and Emotion Research (KEER)
- An Exploratory Analysis of the Current Status and Potential of Service-Oriented and Data-Driven Business Models within the Sheet Metal Working Sector: Insights from Interview-Based Research in Small and Medium-Sized EnterprisesJonas Wirth, Mirko Schneider, Leon Hanselmann, Kira Fink, Stephan Nebauer, Thomas Bauernhansl · 2024 · Sustainability
- The DHSmart model for smart product-service system (smart PSS): dynamic, data-driven, human-centredNadia Mirshafiee, Han Ji, Saeema Ahmed‐Kristensen · 2024 · Proceedings of the Design Society
- Study on the scheme‐design framework and service‐business case of product service system oriented by customer valueZhongfei Zhang, Ting Qu, Hao Li, George Q. Huang · 2020 · IET Collaborative Intelligent Manufacturing
- Nested Lifecycles-Improving the Visibility of Product Lifespans in Smart FactoriesShaun West, Martin Ebel, Matthew Anderson, Oliver Stoll, Jens Pöppelbuß, Muztoba Ahmad Khan · 2022 · Frontiers in Manufacturing Technology
- Editorial notes: Industrial Internet-of-Things (IIoT)-enabled digital servitisationPai Zheng, Xun William Xu, Lihui Wang · 2023 · International Journal of Production Research
- Exploring Smart Circular Systems: Intersection of Servitization, Digitalization, and CircularityYuya Mitake, Yusuke Kishita, Yasushi Umeda · 2025 · Procedia CIRP
- Digital transformation of traditional printing firms: a case study of century innovation through resource orchestration and capability activationJin Zhu, Zhiying Xu, Xingyuan Wang, Zhiqiang Guo, Weiqian Qi · 2026 · Chinese Management Studies
- Implementing Smart Services in Small- and Medium-Sized Manufacturing Companies: On the Progress of Servitization in the Era of Industry 4.0Johannes Winter · 2023 · Sci
- Adopting the service system view toward successful implementation of assistive technologiesKentaro Watanabe, Hiroyasu Miwa, Tomoko Wakui, Isamu Kajitani · 2024 · Geriatrics and gerontology international/Geriatrics & gerontology international
- ONMCA: One-Network-Multi-Chain Architecture for customizable asset-oriented blockchain systemsLiang Wang, Wenying Zhou, Lina Zuo, Haibo Liu, Wenchi Ying · 2024 · Peer-to-Peer Networking and Applications
- Industry 4.0, Proximity Restrictions and Sustainable DevelopmentJavier Bilbao Ubillos, Vicente Camino‐Beldarrain · 2025 · Business Strategy & Development
- INTEGRATING SENSORS IN PRODUCTS: A NEW TOOL FOR DESIGN EDUCATIONTristan Briard, Camille Jean, Améziane Aoussat, Philippe Véron · 2023 · Proceedings of the Design Society
- Evolution and Innovative Implementation of Industrial Model for Intelligent ManufacturingXue Yuan, Jiyuan Zang, Dejing Kong, Yuan Zhou, WANG Baicun, Leng Jiewu, HUANG Qingxue · 2022 · Journal of Mechanical Engineering
- Development of a Co-Creation Toolkit for Designing Smart Product–Service Systems: A Health Device–Related Case StudyFang-Wu Tung, Chueh-Yu Lai · 2023 · Lecture notes in computer science
- Service Lifecycle Management in Complex Product-Service SystemsPeter Dober, Shaun West, Stefan Wiesner, Martin Ebel · 2023 · IFIP advances in information and communication technology
- A shapelet-based behavioral pattern extraction method for credit risk classification with behavior sparsityLean Yu, Changhua He · 2023 · Advanced Engineering Informatics
- A survey on smart product-service systems in manufacturingAnton Mauersberger, Mohaned Alaluss, Antonia Beyer, Kilian Armin Nölscher, Alexander Rauscher, Heiner Reinhardt, Steffen Ihlenfeldt · 2023 · Procedia CIRP
- The impact of customisation experience and co-design value on the 3D printed specimenK. L. Keung, C.K.M. Lee, Tak-Tin Tsang, Chao Liu, Misbah Iqbal · 2024 · Journal of Engineering Design
- A Sentiment-driven SPSS Requirement Analysis Method Based on Online ReviewsHaoran Cui, Jiahuan Huang, Yan Yan · 2024 · Procedia CIRP
- The Role of Digital Transformation on Sustainable Human Resource ManagementJana Hornungová, Kateřina Petrová · 2025 · Studies in Business and Economics
- UX- for Smart-PSS: Towards a Context-aware FrameworkAngela Carrera-Rivera, Félix Larrinaga, Ganix Lasa, Giovanna Martínez-Arellano · 2022 · International Conference on Computer-Human Interaction Research and Applications (CHIRA)
- Simulating Impact of Smart Product-Service SystemsChristian Zinke-Wehlmann, Sebastian Frericks, Andreas Kluge · 2021 · IFIP advances in information and communication technology
- Smart Product Service Requirements Identification and Evaluation: A Hybrid MethodZiding Meng, Zhihua Chen, Zhao-Hui Sun, Xinguo Ming · 2021
- Integrierte Entwicklung smarter Produkt-Service-SystemeSascha Julian Oks, Martin Schymanietz, Max Jalowski, Tim Posselt, Angela Roth · 2022 · Forum Dienstleistungsmanagement
- Smart Product-Service Systems: A Review and Preliminary Approach to Enable Flexible Development Based on Ontology-Driven Semantic InteroperabilityAthon Francisco Curi Staben de Moura Leite, Matheus Beltrame Canciglieri, Osíris Canciglieri · 2024 · IFIP advances in information and communication technology
- Upgradable Products for Circularity: a Bibliometric AnalysisRafael Amoroso Marzolla, Eduardo de Senzi Zancul · 2024 · Procedia CIRP
- LT-CNN: an integrated deep learning method for enhancing topic recognition in digital healthcare research trend discoveringWenyi Zhuang, Jianfei Zhu, Yuting Bao, Qi Zeng, Fuqiang Tan, Xi Li, Chenhui Liu, Ching‐Hung Lee · 2025 · Advanced Engineering Informatics
- Exploring Enablers of Data-Driven Sustainable Business Model Innovation: A Systemic View of Innovation EcosystemsNadine Bachmann, Alican Tüzün, Shailesh Tripathi, Manuel Brunner, Ann-Kristin Thienemann, Judith Warnau, Herbert Jodlbauer · 2026 · Procedia Computer Science
- Digitale Services: Management digitaler BtB-ServicesThomas Angerer, Juri Behler · 2022 · Springer eBooks
- Servitization Opportunities for Improving Sustainability in the Steel IndustryMattia Galimberti, Chiara Cimini, Sergio Cavalieri · 2023 · Lecture notes in networks and systems
- Service-oriented digital manufacturingGeng Zhang, Pai Zheng, Kendrik Yan Hong Lim · 2024 · Elsevier eBooks
- Concept for a Potential Assessment of Smart Green Service ApplicationsIsger Glauninger, Nick Tugarin, Christian van Husen · 2024 · Procedia CIRP
- A systematic approach for business model innovation in RSWM product service systems by resolving multiple contradictionsLiu We, Yuanyuan LIU · 2025 · Expert Systems with Applications
- Towards resilient product-service systems in Industry 5.0: a self-adaptive resilience management frameworkWenyan Song, Tao Zhang, Caibo Zhou · 2025 · International Journal of Production Research
- An adaptive design approach for AIGC-based VR rehabilitation training systemsLingguo Bu, Jing Qu, Junhang Ding, Chenyang Wang, Xinxin Li, Peihan Shi · 2025 · Journal of Engineering Design
- The Siemens Digitalization Strategy in a Value-Based Management FrameworkDiana Cozmiuc, Ioan I. Petrisor · 2021 · Advances in logistics, operations, and management science book series
- Design Entropy Theory: A Novel Transdisciplinary Design Methodology for Smart PSS DevelopmentJingchen Cong, Pai Zheng, Chun‐Hsien Chen · 2020 · Advances in transdisciplinary engineering
- Transição para servitização: uma revisão estruturada da literaturaGustavo Canaver Pedrinho, Paulo Augusto Cauchick Miguel · 2021 · Revista Produção Online
- Empirical Evidence on how Smart Connected Products’ Capability Maturity Impacts Players’ Portfolio Strategy: A Case Study on SiemensDiana Cozmiuc, Ioan I. Petrisor · 2022 · Eurasian studies in business and economics
- The Role of Digitalization, Servitization and Innovation Ecosystem Actors in Boosting Business Model Innovation – A Literature ReviewMariza Mesquita, Ana Correia Simões, Vasco Teles · 2022 · Lecture notes in mechanical engineering
- Smart Product-Service System Definitions and Elements – Relationship to SustainabilityStefan Wiesner, Jannicke Baalsrud Hauge, Klaus‐Dieter Thoben · 2023 · IFIP advances in information and communication technology
- An Analysis of Flexible Manufacturing on the Support of the Development of Smart Product-Service SystemsAthon Francisco Curi Staben de Moura Leite, Matheus Beltrame Canciglieri, Anderson Luis Szejka, Yee Mey Goh, Radmehr P. Monfared, Eduardo de Freitas Rocha Loures, Osíris Canciglieri · 2020 · IFIP advances in information and communication technology
- Product Lifecycle: Social and Political Reflections from the Digital and Sustainable PerspectivesFabio De Felice, Antonella Petrillo · 2021 · IntechOpen eBooks
- Social Lab: Toward Value-Driven R&D&I in Collaboration with CitizensKentaro Watanabe, Fumiya Akasaka, Yuya Mitake, Kazuhiro Kojima · 2023 · Linköping electronic conference proceedings
- Sustainability in the Era of Industry 4.0 and Circular Economy: Thoretical Background and Bibliometric AnalysisAbdelmounaime Dachry, Nouhaila El Assad, Hicham Fouraiji, Hassan Gziri, Wafaa Dachry, Najat Messaoudi · 2024 · International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)
- Цифровой продукт: противоречия, взаимосвязь с традиционными товарами и новая роль в экономикеЕвгений Сергеевич Митяков, Е. В. Сибирская, Irina Yu. VLADYKO, Зеленая Екатерина Алексеевна, М.С. Поздняков · 2025 · Regional and Branch Economy
- Streamlining the development of smart product-service systemsAnton Mauersberger, Heiner Reinhardt, Mahtab Mahdaviasl, Steffen Ihlenfeldt · 2025 · Procedia CIRP
- Literature Review on Architecture for Smart-Product Service SystemsSonika Gogineni, Cansu Tanrikulu, Kai Lindow · 2025 · Lecture notes in networks and systems
- An analytical framework for improving healthcare data management and organizational performanceYeneneh Tamirat Negash, Faradilah Hanum · 2025 · Healthcare Analytics
- An activity system perspective on smart product service systemsIsabel Fischer, Marcel Papert, Alexander Leischnig, Günter G. Prockl · 2026 · Technological Forecasting and Social Change
- Data-Driven Design of Smart ProductAng Liu, Yuchen Wang, Xingzhi Wang · 2021 · Springer eBooks