[HTML][HTML] A systematic review of multi-objective hybrid flow shop scheduling

JS Neufeld, S Schulz, U Buscher - European Journal of Operational …, 2023 - Elsevier
In industry, production is often organized in the form of a hybrid flow shop, and there is great
interest in methods and algorithms for optimizing such production processes. While, thus far …

A review of energy-efficient scheduling in intelligent production systems

K Gao, Y Huang, A Sadollah, L Wang - Complex & Intelligent Systems, 2020 - Springer
Recently, many manufacturing enterprises pay closer attention to energy efficiency due to
increasing energy cost and environmental awareness. Energy-efficient scheduling of …

A survey on evolutionary computation for complex continuous optimization

ZH Zhan, L Shi, KC Tan, J Zhang - Artificial Intelligence Review, 2022 - Springer
Complex continuous optimization problems widely exist nowadays due to the fast
development of the economy and society. Moreover, the technologies like Internet of things …

Dynamic multi-objective scheduling for flexible job shop by deep reinforcement learning

S Luo, L Zhang, Y Fan - Computers & Industrial Engineering, 2021 - Elsevier
In modern volatile and complex manufacturing environment, dynamic events such as new
job insertions and machine breakdowns may randomly occur at any time and different …

Efficient multi-objective optimization algorithm for hybrid flow shop scheduling problems with setup energy consumptions

J Li, H Sang, Y Han, C Wang, K Gao - Journal of Cleaner Production, 2018 - Elsevier
This paper proposes an energy-aware multi-objective optimization algorithm (EA-MOA) for
solving the hybrid flow shop (HFS) scheduling problem with consideration of the setup …

Energy consumption in machining: Classification, prediction, and reduction strategy

GY Zhao, ZY Liu, Y He, HJ Cao, YB Guo - Energy, 2017 - Elsevier
Energy consumption in machining contributes a significant part of manufacturing cost and
produces a great environmental impact. This paper provides a critical assessment on energy …

Hybrid energy-efficient scheduling measures for flexible job-shop problem with variable machining speeds

Z Wei, W Liao, L Zhang - Expert Systems with Applications, 2022 - Elsevier
Production scheduling has a significant impact on energy savings in manufacturing system
from the viewpoint of operation management. Taking the flexibility of machining speeds …

[HTML][HTML] Edge computing-based real-time scheduling for digital twin flexible job shop with variable time window

J Wang, Y Liu, S Ren, C Wang, S Ma - Robotics and Computer-Integrated …, 2023 - Elsevier
Production scheduling is the central link between enterprise production and operation
management and is also the key to realising efficient, high-quality and sustainable …

An effective reformative memetic algorithm for distributed flexible job-shop scheduling problem with order cancellation

N Zhu, G Gong, D Lu, D Huang, N Peng, H Qi - Expert Systems with …, 2024 - Elsevier
Order cancellation, due to such as customer plan adjustments or market changes, usually
occurs in the real production environment of distributed flexible job shop scheduling …

An effective iterative greedy algorithm for distributed blocking flowshop scheduling problem with balanced energy costs criterion

X Han, Y Han, B Zhang, H Qin, J Li, Y Liu… - Applied Soft Computing, 2022 - Elsevier
With the increase in production levels, a pattern of industrial production has shifted from a
single factory to multiple factories, resulting in a distributed production model. The …