[HTML][HTML] Energy-efficient scheduling in job shop manufacturing systems: a literature review
JMRC Fernandes, SM Homayouni, DBMM Fontes - Sustainability, 2022 - mdpi.com
Energy efficiency has become a major concern for manufacturing companies not only due to
environmental concerns and stringent regulations, but also due to large and incremental …
environmental concerns and stringent regulations, but also due to large and incremental …
A machine learning approach for energy-efficient intelligent transportation scheduling problem in a real-world dynamic circumstances
This paper provides a novel intelligent scheduling strategy for a real-world transportation
dynamic scheduling case from an engine workshop of general motor company (GMEW) …
dynamic scheduling case from an engine workshop of general motor company (GMEW) …
Knowledge-based reinforcement learning and estimation of distribution algorithm for flexible job shop scheduling problem
Y Du, J Li, X Chen, P Duan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Inthis study, a flexible job shop scheduling problem with time-of-use electricity price
constraint is considered. The problem includes machine processing speed, setup time, idle …
constraint is considered. The problem includes machine processing speed, setup time, idle …
Precast production scheduling in off-site construction: Mainstream contents and optimization perspective
Precast production scheduling (PPS) is a key factor that enables efficient off-site construction
(OSC) and has received considerable attention from researchers. However, there is still a …
(OSC) and has received considerable attention from researchers. However, there is still a …
A reinforcement learning approach for flexible job shop scheduling problem with crane transportation and setup times
Y Du, J Li, C Li, P Duan - IEEE Transactions on Neural …, 2022 - ieeexplore.ieee.org
Flexible job shop scheduling problem (FJSP) has attracted research interests as it can
significantly improve the energy, cost, and time efficiency of production. As one type of …
significantly improve the energy, cost, and time efficiency of production. As one type of …
Real-time scheduling for dynamic partial-no-wait multiobjective flexible job shop by deep reinforcement learning
S Luo, L Zhang, Y Fan - IEEE Transactions on Automation …, 2021 - ieeexplore.ieee.org
In modern discrete flexible manufacturing systems, dynamic disturbances frequently occur in
real time and each job may contain several special operations in partial-no-wait constraint …
real time and each job may contain several special operations in partial-no-wait constraint …
QMOEA: A Q-learning-based multiobjective evolutionary algorithm for solving time-dependent green vehicle routing problems with time windows
The vehicle routing problem with time windows (VRPTW) is critical in the fields of operations
research and combinatorial optimization. To promote research on the multiobjective …
research and combinatorial optimization. To promote research on the multiobjective …
A Q-learning-based hyper-heuristic evolutionary algorithm for the distributed flexible job-shop scheduling problem with crane transportation
ZQ Zhang, FC Wu, B Qian, R Hu, L Wang… - Expert Systems with …, 2023 - Elsevier
With the globalization and sustainable development of the modern manufacturing industry,
distributed manufacturing and scheduling systems that consider environmental effects have …
distributed manufacturing and scheduling systems that consider environmental effects have …
Historical information based iterated greedy algorithm for distributed flowshop group scheduling problem with sequence-dependent setup times
Distributed flowshop group scheduling problem (DFGSP) is commonly seen in modern
industry. However, research works on DFGSP with total flow time criterion are rarely …
industry. However, research works on DFGSP with total flow time criterion are rarely …
A hybrid estimation of distribution algorithm for distributed flexible job shop scheduling with crane transportations
Y Du, J Li, C Luo, L Meng - Swarm and Evolutionary Computation, 2021 - Elsevier
Distributed flexible job shop scheduling has attracted research interest due to the
development of global manufacturing. However, constraints including crane transportation …
development of global manufacturing. However, constraints including crane transportation …