Mathematical modelling and optimisation of energy-conscious hybrid flow shop scheduling problem with unrelated parallel machines

L Meng, C Zhang, X Shao, Y Ren… - International Journal of …, 2019 - Taylor & Francis
This paper investigates an energy-conscious hybrid flow shop scheduling problem with
unrelated parallel machines (HFSP-UPM) with the energy-saving strategy of turning off and …

Energy-efficient scheduling of a two-stage flexible printed circuit board flow shop using a hybrid Pareto spider monkey optimisation algorithm

L Yue, H Wang, J Mumtaz, M Rauf, Z Li - Journal of Industrial Information …, 2023 - Elsevier
The energy-efficient multi-objective scheduling has an attractive attention due to severe
environmental problems in high-tech manufacturing industries such as printed circuit board …

Development of dynamic energy benchmark for mass production in machining systems for energy management and energy-efficiency improvement

W Cai, F Liu, H Zhang, P Liu, J Tuo - Applied Energy, 2017 - Elsevier
The energy benchmark has been recognised as an effective analytical methodology and
management tool that helps to improve the efficiency and performance of energy utilisation …

A novel method for energy efficiency evaluation to support efficient machine tool selection

P Liu, J Tuo, F Liu, C Li, X Zhang - Journal of cleaner production, 2018 - Elsevier
Increasing energy price and emission limitations are new challenges faced by
manufacturers; above half of their energy consumption is attributed to the electricity …

A generalized method for the inherent energy performance modeling of machine tools

P Liu, Z Zhang, X Wang, X Li, XV Wang… - Journal of Manufacturing …, 2021 - Elsevier
Abstract Machine tools (MTs), as the key equipment of manufacturing systems, have
enormous quantities and consume a great amount of energy. However, the diversity of both …

Digital twin-driven modeling and application of carbon emission for machine tool

C Li, W Ge, Z Huang, Q Zhang, H Li, H Cao - The International Journal of …, 2024 - Springer
As the “mother machine” of manufacturing, machine tools have been widely employed, but
with high energy consumption, low energy efficiency, and serious carbon emissions. How to …

A practical energy consumption prediction method for CNC machine tools: cases of its implementation

N Shen, Y Cao, J Li, K Zhu, C Zhao - The International Journal of …, 2018 - Springer
Reducing machine tool energy consumption is critical for the manufacturing industry to
achieve sustainable development. An improved energy consumption model is proposed …

Design of machine tool cooling system and optimization of cooling parameters based on differential cooling control strategy

Y Li, G Chen, B Zhou - Numerical Heat Transfer, Part A …, 2024 - Taylor & Francis
Thermal errors of machine tools account for 40–70% of machining errors, with motorized
spindles and linear motors being the primary heat sources adversely impacting machine …

[HTML][HTML] An energy data-driven approach for operating status recognition of machine tools based on deep learning

W Yan, C Lu, Y Liu, X Zhang, H Zhang - Sensors, 2022 - mdpi.com
Machine tools, as an indispensable equipment in the manufacturing industry, are widely
used in industrial production. The harsh and complex working environment can easily cause …

[PDF][PDF] 制造系统能量效率研究的现状及难点问题

刘飞, 刘培基, **聪波, 庹军波, 蔡维 - 机械工程学报, 2017 - scholar.archive.org
制造业量大面广, 能耗总量巨大; 提升制造系统能量效率已成为各国制造业可持续发展的关键
战略, 国际上的研究非常活跃. 为此, 总结了制造系统能量效率(又称能效) 的内涵 …