| 紀錄類型: |
書目-電子資源
: Monograph/item
|
| 杜威分類號: |
671.3/50285631 |
| 書名/作者: |
Machine learning applications in non-conventional machining processes/ Goutam Kumar Bose and Pritam Pain, editors. |
| 其他作者: |
Bose, Goutam Kumar, |
| 出版者: |
Hershey, Pennsylvania : : IGI Global,, 2020. |
| 面頁冊數: |
paperback 1 online resource (xxv, 313 p.) |
| 標題: |
Machining - Data processing. |
| 標題: |
Machine learning. |
| ISBN: |
9781799836261 (ebk.) |
| ISBN: |
9781799836247 (hbk.) |
| ISBN: |
9781799836254 (pbk.) |
| 書目註: |
Includes bibliographical references and index. |
| 內容註: |
Chapter 1. Parametric optimization of dry laser cleaning using metaheuristics processes: to study the effect of laser cleaning parameters on surface temperature rise and thermo-elastic force -- Chapter 2. MCDM-based optimization of performance characteristics during μedming of SS 304 -- Chapter 3. Multi-objective optimization of EDM process on AISI p-20 tool steel using multi-criteria decision-making technique -- Chapter 4. Analysis of performance characteristics by firefly algorithm-based electro discharge machining of SS 316 -- Chapter 5. Programming for machining in electrical discharge machine: a non-conventional machining technique -- Chapter 6. Multi-objective optimization in WEDM of Al 7075 alloy using TOPSIS and GRA method -- Chapter 7. Experimental evaluation on corner accuracy in WEDM for aluminium 6061 alloy -- Chapter 8. Evaluation of surface roughness in wire electrical discharge turning process -- Chapter 9. Laser trepan drilling of monel K-500 superalloy in low power laser beam machining -- Chapter 10. Experimental investigation on laser transmission welding of polycarbonate and acrylic -- Chapter 11. Application of evolutionary optimization techniques towards non-traditional machining for performance enhancement -- Chapter 12. Analysis of non-traditional machining processes using machine learning -- Chapter 13. Role of non-traditional machining equipment in industry 4.0 -- Chapter 14. Finite element-based optimization of additive manufacturing process using statistical modelling and league of champion algorithm -- Chapter 15. A novel approach towards selection of role model cluster head for power management in WSN -- Chapter 16. Synthesis and characterization of nanocomposites for the application in hybrid solar cell -- Chapter 17. Intelligent investment approaches for mutual funds: an evolutionary model. |
| 摘要、提要註: |
"This book is a collection of research on the advancement of intelligent technology in industrial environments and its applications within the manufacturing field"-- |
| 電子資源: |
http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-7998-3624-7 |