• Machine learning applications in non-conventional machining processes[electronic resource] /
  • 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
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