Investigation of optimal process parameters for laser cutting of Inconel-718 sheet

被引:13
|
作者
Shrivastava, Prashant Kumar [1 ]
Singh, Bhagat [1 ]
Shrivastava, Yogesh [1 ]
Pandey, Arun Kumar [2 ]
Nandan, Durgesh [3 ]
机构
[1] Jaypee Univ Engn & Technol, Dept Mech Engn, AB Rd, Guna 473001, Madhya Pradesh, India
[2] Bundelkhand Inst Engn & Technol, Dept Mech Engn, Jhansi, Uttar Pradesh, India
[3] Aditya Engn Coll, Dept Elect & Commun, Surampalem, India
关键词
Inconel-718; laser cutting; response surface method; genetic algorithm; MULTIOBJECTIVE OPTIMIZATION; REGRESSION-ANALYSIS; NEURAL-NETWORK; SURFACE; QUALITY; NICKEL; ZONE; PREDICTION;
D O I
10.1177/0954406219895533
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Precise machining of advance material like Inconel-718 is an emerging need. Selection of an appropriate optimal range of cutting parameters is quite essential to achieve the high-quality cut and is a challenging task within this domain of study. The aim of this research is to develop a robust prediction model, which can suggest the desired range of cutting parameters for accomplishing better cutting quality, precision, and geometrical accuracy. Experiments have been performed on a 300 W (CNC-PCT 300) pulsed Nd: YAG laser cutting system at various levels of input cutting parameters, namely gas pressure, standoff distance, cutting speed, and laser power. Thereafter, response surface methodology has been adopted to develop mathematical models in terms of aforementioned input cutting parameters for geometrical quality characteristics: top kerf width and bottom kerf width. These developed models have been validated by comparing the predicted values with the experimental ones. Further, these models have been optimized using the multiobjective genetic algorithm in order to ascertain the optimal range of cutting parameters pertaining to better quality cut with high precision and geometrical accuracy.
引用
收藏
页码:1581 / 1597
页数:17
相关论文
共 50 条
  • [1] EFFECTS OF LASER-CUTTING ON SELECTED PROPERTIES OF INCONEL-718
    ROSECRANS, LB
    JOURNAL OF METALS, 1985, 37 (08): : A59 - A59
  • [2] Prediction of geometric quality characteristics during laser cutting of Inconel-718 sheet using statistical approach
    Prashant Kumar Shrivastava
    Bhagat Singh
    Yogesh Shrivastava
    Arun Kumar Pandey
    Journal of the Brazilian Society of Mechanical Sciences and Engineering, 2019, 41
  • [3] Prediction of geometric quality characteristics during laser cutting of Inconel-718 sheet using statistical approach
    Shrivastava, Prashant Kumar
    Singh, Bhagat
    Shrivastava, Yogesh
    Pandey, Arun Kumar
    JOURNAL OF THE BRAZILIAN SOCIETY OF MECHANICAL SCIENCES AND ENGINEERING, 2019, 41 (05)
  • [4] The prediction of cutting force in milling Inconel-718
    Chun-Pao Kuo
    Cheng-Chang Ling
    Shao-Hsien Chen
    Chih-Wei Chang
    The International Journal of Advanced Manufacturing Technology, 2006, 27 : 655 - 660
  • [5] The prediction of cutting force in milling Inconel-718
    Kuo, CP
    Ling, CC
    Chen, SH
    Chang, CW
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2006, 27 (7-8): : 655 - 660
  • [6] Investigation on the Machining of Inconel-718 Using EDM
    Patil, Niteen
    Patil, M. R.
    Chaudhari, Rakesh
    Loharkar, Praveen Kumar
    RECENT ADVANCES IN SMART MANUFACTURING AND MATERIALS, ICEM 2020, 2021, : 129 - 136
  • [7] Geometrical quality evaluation in laser cutting of Inconel-718 sheet by using Taguchi based regression analysis and particle swarm optimization
    Shrivastava, Prashant Kumar
    Pandey, Arun Kumar
    INFRARED PHYSICS & TECHNOLOGY, 2018, 89 : 369 - 380
  • [8] INFLUENCE OF PARAMETERS ON PROCESS PERFORMANCE DURING ELECTRO DISCHARGE MACHINING OF INCONEL-718
    Rajesha, S.
    Sharma, A. K.
    Kumar, Pradeep
    TMS 2010 139TH ANNUAL MEETING & EXHIBITION - SUPPLEMENTAL PROCEEDINGS, VOL 3: GENERAL PAPER SELECTIONS, 2010, : 841 - +
  • [9] EFFECT OF EDM PROCESS PARAMETERS FOR BURR REMOVAL OF DRILLED HOLES IN INCONEL-718
    Dabade, Uday A.
    PROCEEDINGS OF THE ASME INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION, 2013, VOL 2B, 2013,
  • [10] Performance analysis of process variables on laser beam machining of inconel-718 alloy
    Samson, Manoj R.
    Ranjith, R.
    Nirmal, R.
    Geethapriyan, T.
    3RD INTERNATIONAL CONFERENCE ON ADVANCES IN MECHANICAL ENGINEERING (ICAME 2020), PTS 1-6, 2020, 912