How to Attract Users to Join the Networked Collaborative Manufacturing Platform of Complex Heavy Equipment Under Different Service Quality? An Evolutionary Game Approach DOI

Runfang Bi,

Feng Wu

Published: Jan. 1, 2023

Complex heavy equipment manufacturing involves multiple stakeholders and requires a platform for interconnection collaborative manufacturing. Networked under cloud environment have emerged as solution to enhance efficiency innovation in industries. However, attracting users join such platforms addressing strategic tactical decision-making challenges are critical concerns. To address these concerns, we develop an evolutionary game model investigate the user acquisition strategy quality decisions. We obtain two ideal equilibrium points: First, when offers high-quality services, find designers still actively even if they face higher risk of knowledge loss lower synergy benefits; manufacturers more likely get benefits or suffer prospective profit-and-loss, pay service fee. Second, provides low-quality that choose because low commission fee by high offer fair distribution. then further impact government subsidies subsidy policy can effectively encourage provide but it should be noted charged is too high, may hinder from joining. also discuss managerial implications our results.

Language: Английский

Correlation-aware constrained many-objective service composition in crowdsourcing design DOI
Li Gui, Wenguang Lin

Advanced Engineering Informatics, Journal Year: 2025, Volume and Issue: 65, P. 103173 - 103173

Published: Feb. 12, 2025

Language: Английский

Citations

1

Machining quality prediction of complex thin-walled parts using multi-task dual domain adaptive deep transfer learning DOI
Pei Wang,

Haizhen Tao,

Jingshuai Qi

et al.

Advanced Engineering Informatics, Journal Year: 2024, Volume and Issue: 62, P. 102640 - 102640

Published: July 1, 2024

Language: Английский

Citations

7

Knowledge-aware manufacturing services collaboration: A comprehensive study of evolutionary transfer optimization approaches DOI
Jiajun Zhou, Yun Tian, Liang Gao

et al.

Advanced Engineering Informatics, Journal Year: 2024, Volume and Issue: 60, P. 102343 - 102343

Published: Jan. 10, 2024

Language: Английский

Citations

6

A Trans-Ptr-Nets-Based Transfer Optimization Method for Multiobjective Flexible Job-Shop Scheduling in IIoT DOI
Zhen Chen, Yuanjun Laili, Zhang Li

et al.

IEEE Internet of Things Journal, Journal Year: 2024, Volume and Issue: 11(14), P. 25382 - 25393

Published: April 30, 2024

Industrial Internet-of-things (IIoT) is considered an emerging infrastructure for enhancing manufacturing efficiency by facilitating the sharing of resources across multiple factories. With increasing requirements on customized production in IIoT, tasks and objectives flexible job shop scheduling problem different orders vary greatly, leading to repetitive algorithm adjustment time-consuming solver invocation. To accelerate scenarios, this paper proposed a transfer optimization method based pointer networks improved Transformer (Trans-Ptr-Nets). A historical solution selection strategy accompanied with dataset retrieve solutions similar current scenario are established. Then, Trans-Ptr-Nets designed candidate new that feasible target scenario. Subsequently, introduced as additional population evolutionary process. Experimental results conducted four scenarios show can realize at most 50% reduction running time while improving quality least 10%, compared six typical algorithms three learning networks.

Language: Английский

Citations

6

An adaptive robust service composition and optimal selection method for cloud manufacturing based on the enhanced multi-objective artificial hummingbird algorithm DOI
Qianfu Zhang, Shaobo Li, Ruiqiang Pu

et al.

Expert Systems with Applications, Journal Year: 2023, Volume and Issue: 244, P. 122823 - 122823

Published: Dec. 9, 2023

Language: Английский

Citations

10

A novel multi-agent reinforcement learning framework for robust exception handling of manufacturing service collaboration based on asymmetric information DOI
Xin Luo, Chunrong Pan, Zhengchao Liu

et al.

Journal of Manufacturing Systems, Journal Year: 2025, Volume and Issue: 79, P. 364 - 382

Published: Feb. 6, 2025

Language: Английский

Citations

0

Strategies to attract users to networked collaborative manufacturing platform for the complex heavy equipment industry: A tripartite evolutionary game analysis DOI Open Access

Runfang Bi,

Feng Wu

Journal of Industrial and Management Optimization, Journal Year: 2025, Volume and Issue: 0(0), P. 0 - 0

Published: Jan. 1, 2025

Language: Английский

Citations

0

A two-phase approach for benefit-driven and correlation-aware service composition allocation in cloud manufacturing DOI

Chunhua Tang,

Qiang Zhang, Jiaming Ding

et al.

Robotics and Computer-Integrated Manufacturing, Journal Year: 2025, Volume and Issue: 95, P. 103007 - 103007

Published: March 10, 2025

Language: Английский

Citations

0

A skill vector-based multi-task optimization algorithm for achieving objectives of multiple users in cloud manufacturing DOI

Yixiao Jiang,

Dunbing Tang, Haihua Zhu

et al.

Advanced Engineering Informatics, Journal Year: 2025, Volume and Issue: 65, P. 103295 - 103295

Published: April 2, 2025

Language: Английский

Citations

0

An efficient grid-based path planning approach using improved artificial bee colony algorithm DOI
Mustafa Yusuf Yıldırım, Rüştü Akay

Knowledge-Based Systems, Journal Year: 2025, Volume and Issue: unknown, P. 113528 - 113528

Published: April 1, 2025

Language: Английский

Citations

0