A prior knowledge-integrated method of carbon emissions modeling and optimization for gear hobbing with small sample problem

With an increasing seriousness on global warming, low-carbon sustainable manufacturing has become the focus of the manufacturing industry. Selection of optimum process parameters is an effective method of decreasing carbon emissions, and carbon consumptions modeling in manufacturing process is an im...

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Bibliographic Details
Published in:	International journal of advanced manufacturing technology Vol. 125; no. 3-4; pp. 1661 - 1678
Main Authors:	Yi, Qian, Liu, Chun, Li, Congbo, Zhao, Xikun, Xu, Mengyu, Hu, Chunhui
Format:	Journal Article
Language:	English
Published:	London Springer London 01.03.2023 Springer Nature B.V
Subjects:	Algorithms CAE) and Design Carbon Carbon content Computer-Aided Engineering (CAD Engineering Gear hobbing Industrial and Production Engineering Lagrange multiplier Machining Manufacturing Mechanical Engineering Media Management Modelling Multiple objective analysis Neural networks Optimization Optimization models Original Article Prediction models Process parameters Parameters optimization Carbon emissions modeling Gear hobbing Prior knowledge-integrated method
ISSN:	0268-3768, 1433-3015
Online Access:	Get full text
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