תמונות העטיפה

A Three-Machine Flowshop Scheduling Problem with Linear Fatigue Effect

שמור ב:
הוצא לאור ב:Mathematics vol. 13, no. 22 (2025), p. 3670-3696
מחבר ראשי: Xu, Weiping
מחברים אחרים: Sun Zehou, Ai Xiaotian, Zhao Baoyun, Lu, Jingyi, Zhou Hanyu, Mao Xinqi, Wen Xiaoling, Chin-Chia, Wu, Liu, Shufeng
יצא לאור:
MDPI AG
נושאים:
Fatigue
Linear programming
Integer programming
Collaboration
Optimization
Production scheduling
Job shops
Automation
Manufacturing
Efficiency
Scheduling
Simulation
Operators (mathematics)
Tabu search
Effectiveness
Algorithms
Encoding-Decoding
Integrated approach
Mixed integer
Adaptive search techniques
גישה מקוונת:Citation/Abstract
Full Text + Graphics
Full Text - PDF
תגים: הוספת תג
אין תגיות, היה/י הראשונ/ה לתייג את הרשומה!
Resumen:Highly customized requirements in smart manufacturing result in the unavoidable manual execution of complex operational procedures. Physical and mental fatigue from long work periods for assembly-line operators induces production issues, such as defective work-in-processes or equipment failure. An effective production schedule should account for worker fatigue. This study investigates a three-machine flowshop scheduling problem with the objective of makespan minimization, in which a linear fatigue effect function provides an approximate mathematical representation of fatigue and recovery processes in workers. A mixed integer programming (MIP) model is developed to optimize the integration of automated and human-operated production in manufacturing systems. Given its NP-hardness, an improved tabu search (ITS) algorithm is designed to obtain high-quality solutions, incorporating multiple initial solutions, a well-designed encoding-decoding strategy, and a tabu-based adaptive search mechanism to enhance efficiency. Numerical simulations indicate the veracity of the MIP model and the effectiveness of the ITS algorithm.
ISSN:2227-7390
DOI:10.3390/math13223670
Fuente:Engineering Database