Home Journals Articles Updates About
CN
image
收藏切换
Dynamic Scheduling Algorithm and System for Ship Workshop Based on Cloud-Edge-Device Collaboration
收藏切换
PDF
Ganlong WANG1, 2, Yanxia WU1, Jianxun CHEN2, *, Hao JIANG2, Jichang WANG2, Jifeng WANG2
Ship Engineering | 2026, 48(3) : 124 - 132
Less
收藏切换
Ship Engineering | 2026, 48(3): 124-132
• Ship Materials, Manufacturing Processes and Management •
Dynamic Scheduling Algorithm and System for Ship Workshop Based on Cloud-Edge-Device Collaboration
Full
Ganlong WANG1, 2, Yanxia WU1, Jianxun CHEN2, *, Hao JIANG2, Jichang WANG2, Jifeng WANG2
Affiliations
  • 1.College of Computer Science and Technology, Harbin Engineering University, Harbin 150001, China
  • 2.China Shipbuilding Digital Information Technology Co., Ltd., Beijing 100161, China
Published: 2026-03-25 doi: 10.13788/j.cnki.cbgc.2026.03.14
Outline
收藏切换
[Purpose]

Aims to establish a cloud-edge-device collaborative intelligent management and control system to enhance production process controllability, shorten construction cycles, and strengthen decision support capabilities.

[Method]

Driven by production plans and guided by process flows, a three-level cloud-edge-device collaborative architecture is designed. By constructing a physical-information fusion environment in the ship block workshop, a "plan-resource-execution" linkage mechanism is established. An improved genetic algorithm (IGA) combined with simulated annealing is proposed for the dynamic scheduling model, alongside the development of a multi-source heterogeneous data fusion engine to achieve full-factor visual management and control.

[Result]

After system implementation, the ship block construction cycle is reduced by 19.7% compared to traditional models, production anomaly response time is shortened by 75%, and the equipment load balancing index is optimized by 28%.

[Conclusion]

The proposed cloud-edge-device collaborative management and control model effectively resolves the dynamic matching dilemma between planning and execution in ship block workshops. The established "perception-analysis-decision-execution" closed-loop system provides a reusable implementation framework for intelligent ship manufacturing, promoting the digital transformation of the shipbuilding industry.

ship block workshop  /  cloud-edge-device collaboration  /  dynamic scheduling algorithm  /  production management and control system
Ganlong WANG, Yanxia WU, Jianxun CHEN, Hao JIANG, Jichang WANG, Jifeng WANG. Dynamic Scheduling Algorithm and System for Ship Workshop Based on Cloud-Edge-Device Collaboration[J]. Ship Engineering, 2026 , 48 (3) : 124 -132 . DOI: 10.13788/j.cnki.cbgc.2026.03.14
Appendix
Less
Year 2026 volume 48 Issue 3
PDF
76
12
Cite this Article
BibTeX
Article Info
doi: 10.13788/j.cnki.cbgc.2026.03.14
  • Receive Date：2024-08-14
  • Online Date：2026-04-24
  • Published：2026-03-25
Article Data
Affiliations
History
  • Received：2024-08-14
  • Revised：2025-10-31
Affiliations
    1.College of Computer Science and Technology, Harbin Engineering University, Harbin 150001, China
    2.China Shipbuilding Digital Information Technology Co., Ltd., Beijing 100161, China
References
Share
https://castjournals.cast.org.cn/joweb/cbgc/EN/10.13788/j.cnki.cbgc.2026.03.14
Share to
QR

Scan QR to access full text

Cite this article
BibTeX
Citations
表12种不同金属材料的力学参数
科
Family		 属数
Number of
genus		 种数
Number of
species		 占总种数比例
Percentage of
total species (%)		 属
Genus		 种数
Number of
species		 占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
关闭全屏
  • BibTeX
  • EndNote
  • RefWorks
  • TxT
Links
Articles
Latest Articles
Most Read
Collections
Updates
Events
News
Multimedia
About
About Us
Contact
No. 86 Xueyuan South Road, Haidian District, Beijing
100081
010-62199257
qkjq@cast.org.cn

Copyright © 2025 China Association for Science and Technology. All rights reserved. For all open access content, the relevant licensing terms apply.
Sponsored by the Office of the Leading Group for Cybersecurity and Informatization of CAST, and supported by Science and Technology Review Publishing House