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 …

An empirical model for predicting energy consumption of manufacturing processes: a case of turning process

W Li, S Kara - Proceedings of the Institution of Mechanical …, 2011 - journals.sagepub.com
Optimizing the energy efficiency of processes has become a priority in the manufacturing
sector; driven by soaring energy costs and the environmental impact caused by high energy …

AI and OR in management of operations: history and trends

KAH Kobbacy, S Vadera, MH Rasmy - Journal of the Operational …, 2007 - Taylor & Francis
The last decade has seen a considerable growth in the use of Artificial Intelligence (AI) for
operations management with the aim of finding solutions to problems that are increasing in …

Fuzzy devices for cooling the cutting tool of the CNC machine implemented on FPGA

MV Bobyr, AS Yakushev, AA Dorodnykh - Measurement, 2020 - Elsevier
Heating of a cutting tool during the processing detail on CNC machine cause thermal
deformations which reduce the quality of the machined surfaces. The authors propose to use …

Active-passive hybrid feed rate control systems in CNC machining: Mitigating force fluctuations and enhancing tool life

Y Li, Z Zhao, K Wang, N Qian, Y Fu, S Cao - Journal of Manufacturing …, 2024 - Elsevier
Real-time optimization of machining processes for aerospace structural components is
imperative due to the difficult-to-cut materials and complex structures. Effective feed rate …

Fuzzy logic control to be conventional method

I Eker, Y Torun - Energy conversion and management, 2006 - Elsevier
Increasing demands for flexibility and fast reactions in modern process operation and
production methods result in nonlinear system behaviour of partly unknown systems, and …

A framework for machining optimisation based on STEP-NC

F Ridwan, X Xu, G Liu - Journal of Intelligent Manufacturing, 2012 - Springer
Inappropriate machining conditions such as cutting forces cause tool failures, poor surface
quality and worst of all machine breakdowns. This may be avoided by using optimal …

Reliability evaluation for manufacturing system based on dynamic adaptive fuzzy reasoning Petri net

L Wang, W Dai, J Ai, W Duan, Y Zhao - Ieee Access, 2020 - ieeexplore.ieee.org
Due to failure, partial failure, or maintenance, the capacity of each machine is multi-state.
Therefore, the limited relationship between the capacity of each machine and the input raw …

Adaptive control systems in CNC machining processes--a review

RS Kumar, VS Thangarasu, SJ Alexis - Advances in Natural and …, 2016 - go.gale.com
The past decades of most industrial machines were replaced by the use of improved
machines like Computerized Numerical Controlled (CNC) machines and proved to be …

Adaptive execution of an NC program with feed rate optimization

F Ridwan, X Xu, FCL Ho - The International Journal of Advanced …, 2012 - Springer
The use of adaptive feed rates shortens machining time and increases the potential of
efficient machining. Currently, feed rates in an numerically controlled (NC) program are pre …