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Data-driven optimization of manufacturing processes / Kanak Kalita, Ranjan Ghadai, Xiao-Zhi Gao, editors.
- Format:
- Book
- Author/Creator:
- Kalita, Kanak, 1988- author.
- Series:
- Advances in civil and industrial engineering (ACIE) book series.
- Advances in civil and industrial engineering (ACIE) book series
- Language:
- English
- Subjects (All):
- Manufacturing processes--Data processing.
- Manufacturing processes.
- Engineering economy--Data processing.
- Engineering economy.
- Physical Description:
- 23 PDFs (295 pages)
- Place of Publication:
- Engineering Science Reference
- Hershey, PA : IGI Global, [2021]
- System Details:
- Mode of access: World Wide Web.
- Summary:
- "This book is a compilation of chapters on the application of state-of-the-art computational intelligence techniques from both predictive modeling and optimization, offering both soft computing approaches and machining processes"-- Provided by publisher.
- Contents:
- Chapter 1. Minimization of casting defects using Taguchi method
- Chapter 2. Evaluation of optimum parameters for casting of Birla Lance pipes
- Chapter 3. Investigating the effect of process parameters in incremental sheet forming process
- Chapter 4. Optimization of surface roughness in centreless grinding process based on Taguchi method
- Chapter 5. MOORA-driven decision making to select the optimal specimen of organic CMCs
- Chapter 6. TOPSIS-based selection of optimal proportion among different combinations of hybrid AMCs
- Chapter 7. A comparative assessment of TOPSIS variants in multi-attribute optimization of EDM process parameters
- Chapter 8. An integrated CRITIC-MARCOS technique for analysing the performance of steel industry
- Chapter 9. Data-driven genetic programming-based symbolic regression metamodels for EDM process
- Chapter 10. Machine learning-based predictive modelling of dry electric discharge machining process
- Chapter 11. Non-traditional machining process selection: a holistic approach from a customer standpoint
- Chapter 12. Parametric optimization of electrochemical discharge machining using particle swarm optimization algorithm
- Chapter 13. Optimization of drilling parameters for composite laminate using genetic algorithm
- Chapter 14. Solution for multi-objective single row facility layout problem using PSO algorithm
- Chapter 15. Progress in optimization of physical vapor deposition of thin films.
- Notes:
- Description based on print version record.
- Includes bibliographical references and index.
- ISBN:
- 9781799872085
- 1799872084
- 9781799872092
- 1799872092
- OCLC:
- 1196821996
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