A review on methods of energy performance improvement towards sustainable manufacturing from perspectives of energy monitoring, evaluation, optimization and …

W Cai, L Wang, L Li, J **e, S Jia, X Zhang… - … and Sustainable Energy …, 2022 - Elsevier
Improving energy performance has been recognized as an effective measure to promote the
energy saving and emission reduction and to realize the sustainable development. Methods …

A review on energy, environment and economic assessment in remanufacturing based on life cycle assessment method

X Zhang, M Zhang, H Zhang, Z Jiang, C Liu… - Journal of Cleaner …, 2020 - Elsevier
The shortage of resources and environmental pollution have become the social issues of
world concern, they have seriously affected the sustainable development. Remanufacturing …

Resource conservation and sustainable development in the metal cutting industry within the framework of the green economy concept: An overview and case study

G Kshitij, N Khanna, ÇV Yıldırım, S Dağlı… - Sustainable Materials …, 2022 - Elsevier
The metal cutting industry has an important role in the growth of the global economy. In this
industry, while research is made on factors such as cutting tool, cooling/lubrication …

[HTML][HTML] Energy-efficient multi-pass cutting parameters optimisation for aviation parts in flank milling with deep reinforcement learning

F Lu, G Zhou, C Zhang, Y Liu, F Chang… - Robotics and Computer …, 2023 - Elsevier
Cutting parameters play a major role in improving the energy efficiency of the manufacturing
industry. As the main processing method for aviation parts, flank milling usually adopts multi …

Sustainability assessment of mechanical manufacturing systems in the industrial sector

W Cai, K Lai - Renewable and Sustainable Energy Reviews, 2021 - Elsevier
Sustainability assessment is growingly recognized as an effective analytical methodology
and management tool useful for managing and improving sustainability performance. In this …

[HTML][HTML] A review of micro/nanostructure effects on the machining of metallic materials

Z Zhao, S To, J Wang, G Zhang, Z Weng - Materials & Design, 2022 - Elsevier
Metallic materials have long been used in a wide range of industrial applications due to their
outstanding physical and mechanical properties as well as high process latitudes …

A novel milling parameter optimization method based on improved deep reinforcement learning considering machining cost

W Li, B Li, S He, X Mao, C Qiu, Y Qiu, X Tan - Journal of Manufacturing …, 2022 - Elsevier
The cutting parameters in the part machining process have a great impact on the energy
efficiency and economy of the machining system. The cutting parameters in traditional …

Energy efficient cutting parameter optimization

X Chen, C Li, Y Tang, L Li, H Li - Frontiers of Mechanical Engineering, 2021 - Springer
Mechanical manufacturing industry consumes substantial energy with low energy efficiency.
Increasing pressures from energy price and environmental directive force mechanical …

Optimization techniques for energy efficiency in machining processes—a review

FZE Abdelaoui, A Jabri, AE Barkany - The International Journal of …, 2023 - Springer
Metal working process is one of the main activities in mechanical manufacturing industry; it
is considered as a major consumer of energy and natural resources. In material removal …

Multi-agent evolution reinforcement learning method for machining parameters optimization based on bootstrap aggregating graph attention network simulated …

W Li, S He, X Mao, B Li, C Qiu, J Yu, F Peng… - Journal of Manufacturing …, 2023 - Elsevier
Improving machining quality and production efficiency is the focus of the manufacturing
industry. How to obtain efficient machining parameters under multiple constraints such as …