Flexible job shop scheduling problem in manufacturing [PDF]
, 2013 This paper addresses a real assembly cell: the AIP-PRIMECA cell at the Université de Valenciennes et du Hainaut-Cambrésis, in France. This system can be viewed as a Flexible Job Shop, leading to the formulation of a Flexible Job Shop Scheduling Problem (FJSSP).
Ana Curralo +3 more
core +5 more sources
An Energy-Efficient Scheduling Approach for Flexible Job Shop Problem in an Internet of Manufacturing Things Environment [PDF]
IEEE Access, 2019 This paper addresses the energy-efficient scheduling and real-time control of flexible job shop that requires rescheduling affected operations and updating the scheduling. For energy-efficient scheduling shop floor efficiently, we propose a metaheuristic
Songling Tian +3 more
doaj +2 more sources
Flexible job-shop scheduling problem with parallel batch machines based on an enhanced multi-population genetic algorithm [PDF]
Complex & Intelligent SystemsThe flexible job-shop scheduling problem (FJSP) with parallel batch processing machine (PBM) is one of those long-standing issues that needs cutting-edge approaches. It is a recent extension of standard flexible job shop scheduling problems.
Lirui Xue +3 more
doaj +2 more sources
A multi objective collaborative reinforcement learning algorithm for flexible job shop scheduling [PDF]
Scientific ReportsTo improve the scheduling efficiency of flexible job shops, this paper proposes a multi-objective collaborative intelligent agent reinforcement learning algorithm based on weight distribution.
Jian Li, Shifa Li, Pengbo He, Huankun Li
doaj +2 more sources
Minimizing the makespan and carbon emissions in the green flexible job shop scheduling problem with learning effects [PDF]
Scientific Reports, 2023 One of the most difficult challenges for modern manufacturing is reducing carbon emissions. This paper focuses on the green scheduling problem in a flexible job shop system, taking into account energy consumption and worker learning effects.
Zhi Li, Yingjian Chen
doaj +2 more sources
Low-Carbon and Energy-Efficient Dynamic Flexible Job Shop Scheduling Method Towards Renewable Energy Driven Manufacturing [PDF]
MachinesAs one of the major sources of global carbon emissions, the manufacturing industry urgently requires green transformation. The utilization of renewable energy in production workshop offers a promising route toward zero-carbon manufacturing.
Yao Lu +4 more
doaj +2 more sources
A hybrid algorithm for flexible job-shop scheduling problem with setup times [PDF]
International Journal of Production Management and Engineering, 2017 Job-shop scheduling problem is one of the most important fields in manufacturing optimization where a set of n jobs must be processed on a set of m specified machines.
Ameni Azzouz +2 more
doaj +5 more sources
Overlap Algorithms in Flexible Job-shop Scheduling [PDF]
International Journal of Interactive Multimedia and Artificial Intelligence, 2014 The flexible Job-shop Scheduling Problem (fJSP) considers the execution of jobs by a set of candidate resources while satisfying time and technological constraints.
Celia Gutierrez
doaj +3 more sources
Application of Levy flight-based harmony search algorithm for the flexible job shop scheduling. [PDF]
Sci RepLi J, Zhou Y.
europepmc +3 more sources
A novel method-based reinforcement learning with deep temporal difference network for flexible double shop scheduling problem [PDF]
Scientific ReportsThis paper studies the flexible double shop scheduling problem (FDSSP) that considers simultaneously job shop and assembly shop. It brings about the problem of scheduling association of the related tasks.
Xiao Wang +4 more
doaj +2 more sources