Results 1 to 10 of about 6,566,838 (299)
Mathematics, 2021 Intelligent manufacturing is the trend of the steel industry. A cyber-physical system oriented steel production scheduling system framework is proposed. To make up for the difficulty of dynamic scheduling of steel production in a complex environment and ...
Xiaowu Chen +4 more
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On reliability of reinforcement learning based production scheduling systems: a comparative survey
Journal of Intelligent Manufacturing, 2022 The deep reinforcement learning (DRL) community has published remarkable results on complex strategic planning problems, most famously in virtual scenarios for board and video games.
Constantin Waubert de Puiseau +2 more
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Mathematics, 2023 The production of civil aircrafts is confronted with a significant demand for the interconnectivity of production resources among distributed factories, while the complex coupling relationships among various production resources might restrict the ...
Xumai Qi +3 more
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Advances in Production Engineering & Management, 2022 The aim of this paper is to investigate scheduling problems in manufacturing. After a brief introduction to the modelling approach to the scheduling problem, the study focuses on the optimization approach to the scheduling problem. Firstly, the different
W. Xu +4 more
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Key Technology and Application of Production Scheduling for Heating Forming of Forgings: A Review
Metals, 2022 Forgings represented by rocket body rings, engine casings, vehicle drive shafts, etc., are key components of important equipment in the fields of aerospace, automobiles and high-speed rail. In recent years, with the rapid development of the manufacturing
Hui Wang +7 more
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IEEE transactions on fuzzy systems, 2021 In today's competitive environment, it is essential to design a flexible-responsive manufacturing system with automatic material handling systems. In this article, a fuzzy mixed integer linear programming model is designed for cell formation problems ...
A. Goli, E. B. Tirkolaee, N. S. Aydın
semanticscholar +1 more source
Distributed shop scheduling: A comprehensive review on classifications, models and algorithms
Mathematical Biosciences and Engineering, 2023 In the intelligent manufacturing environment, modern industry is developing at a faster pace, and there is an urgent need for reasonable production scheduling to ensure an organized production order and a dependable production guarantee for enterprises ...
Jianguo Duan +3 more
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Dynamic Scheduling Optimization of Production Workshops Based on Digital Twin
Applied Sciences, 2022 Production scheduling is the key to manufacturing process decision support, which directly affects the efficiency and competitiveness of enterprises. The production process of discrete workshops is complex and changeable, and it is usually difficult to ...
Guozhi Ding, Shiyao Guo, Xiaohui Wu
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Reinforcement Learning With Composite Rewards for Production Scheduling in a Smart Factory
IEEE Access, 2021 Rapid advances of sensing and cloud technologies transform the manufacturing system into a data-rich environment and make production scheduling increasingly complex.
Tong Zhou +3 more
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Applied Sciences, 2023 Production scheduling in a knitting workshop is an important method to improve production efficiency, reduce costs and improve service. In order to achieve a reasonable allocation of parallel machines as well as cooperation between different machines ...
Lei Sun +5 more
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