Modern optimization techniques for advanced machining : heuristic and metaheuristic techniques

Modern optimization techniques for advanced machining : heuristic and metaheuristic techniques / Imhade P. Okokpujie, Lagouge K. Tartibu.

Advanced manufacturing via computer numerical machining is the art of producing mechanical components employed in aerospace, automobile, and industrial applications where a high level of accuracy is needed. This book focuses on the nano-machining of aluminum alloy and its optimization. The applicati...

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Bibliographic Details
Main Authors: Okokpujie, Imhade P. (Author), Tartibu, Lagouge K. (Author)
Format: eBook
Language:English
Published: Cham : Springer, [2023]
Series:Studies in systems, decision and control ; v. 485.
Subjects:
Metal-cutting.
Micromachining.
Aluminum alloys.
aluminum alloy.
Aluminum alloys
Metal-cutting
Micromachining
Online Access:Click for online access
Table of Contents:
  • Overview of Advanced Machining Process
  • Cutting Fluid and its Application with Different Delivering Machining Techniques
  • Development and Application of Nano-Lubricant in Machining: A Review
  • Global Machining Prediction and Optimization
  • Multi-objective Grey Wolf Optimizer for improved machining performance
  • Multi-objective Ant Lion Optimizer for improved machining performance
  • Multi-objective Grasshopper Optimizer for improved machining performance
  • A multi-objective optimization approach for improving machining performance using the General Algebraic Modelling System (GAMS)
  • ANN and QRCCD Prediction of Surface Roughness under Biodegradable Nano-lubricant
  • Cutting Force Optimization under ANN and QRCCD
  • Material Removal Rate Optimization under ANN and QRCCD
  • Application of Hybrid ANN and PSO for Prediction of Surface Roughness Under Biodegradable Nano-Lubricant
  • Adaptive Neuro-Fuzzy Inference System for Prediction of Surface Roughness Under Biodegradable Nano-Lubricant.

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