Application of soft computing techniques in machining performance prediction and optimization: a literature review

M Chandrasekaran, M Muralidhar, CM Krishna… - … International Journal of …, 2010 - Springer
Machining is one of the most important and widely used manufacturing processes. Due to
complexity and uncertainty of the machining processes, of late, soft computing techniques …

[HTML][HTML] Multi-pass turning process parameter optimization using teaching–learning-based optimization algorithm

RV Rao, VD Kalyankar - Scientia Iranica, 2013 - Elsevier
The primary objective in multi-pass turning operations is to produce products with low cost
and high quality, with a lower number of cuts. Parameter optimization plays an important role …

Embedding firefly algorithm in optimization of CAPP turning machining parameters for cutting tool selections

AF Zubair, MSA Mansor - Computers & Industrial Engineering, 2019 - Elsevier
The intervention of human expert to best select proper machining parameters can be
reduced by automatic process planning. This includes such tedious work and sufficient …

Parameter optimization of multi-pass turning using chaotic PSO

P Chauhan, M Pant, K Deep - International Journal of Machine Learning …, 2015 - Springer
Determination of an optimal set of machining parameters is needed to produce an ordered
product of considerable quality and minimal manufacturing cost. The nonlinear and highly …

A rule-based system for trade-off among energy consumption, tool life, and productivity in machining process

A Iqbal, HC Zhang, LL Kong, G Hussain - Journal of Intelligent …, 2015 - Springer
With ever-increasing understanding of environmental and societal concerns, the focus of
manufacturing industries, worldwide, is fast changing from mere profit-making to ensuring …

Modeling and optimization of machining processes

RV Rao, R Venkata Rao - Advanced Modeling and Optimization of …, 2011 - Springer
Machining operations have been the core of the manufacturing industry since the industrial
revolution. Machining is a process of material removal using cutting tools and machine tools …

[HTML][HTML] Multi-objective optimization using genetic algorithms of multi-pass turning process

A Jabri, A El Barkany, A El Khalfi - Engineering, 2013 - scirp.org
In this paper we present a multi-optimization technique based on genetic algorithms to
search optimal cuttings parameters such as cutting depth, feed rate and cutting speed of …

Online optimization of multipass machining based on cloud computing

M Chandrasekaran, M Muralidhar, US Dixit - The International Journal of …, 2013 - Springer
Cloud computing provides on-demand computing services and data. The cloud
infrastructure can be owned by a private organization, a group of organizations, or the …

A novel approach for optimization to verify RSM model by using multi-objective genetic algorithm (MOGA)

S Selvakumar, R Ravikumar - Materials Today: Proceedings, 2018 - Elsevier
In this manuscript, a novel approach to RSM models using MOGA along with sensitivity
analysis was analyzed. To utilize genetic algorithm approach to inspect the result of micro …

Online machining optimization with continuous learning

M Chandrasekaran, M Muralidhar… - … methods for optimizing …, 2012 - igi-global.com
In offline optimization of machining process with traditional or soft computing techniques, the
functional relationship between the tool life and the cutting parameters are often assumed …