Optimization of Cutting Parameters in High-Speed Milling of Hardened Alloy Steels SKD11 to Minimize Energy Consumption Based on PSO Algorithm

Research Area: Volume 10,Issue 4,July, 2021 Year: 2021
Type of Publication: Article Keywords: High Speed Milling, Alloy Steel, Energy Consumption, Optimization
Authors:
  • Dao Van Duong
  • Lai Anh Tuan
  • Do Tien Lap
  • Pham Van Tuan
  • Nguyen Tai Hoai Thanh
  • Le Cong Doan
  • Ngo Tan Loc
Journal: IJEIR Volume: 10
Number: 4 Pages: 186-194
ISSN: 2277-5668
Abstract:
This paper focuses on evaluating the influence of cutting parameters on the energy consumption of CNC machines when high-speed rough milling (HSRM) of alloy steel SKD11 after heat treatment (55HRC). At the same time, the problem is to find the optimal cutting parameters to ensure the minimum energy consumption through the particle swarm algorithm (PSO). The conditional optimization problem is bound to limit the values for the variables and limit the objective function. The experiments are carried out based on the level 2 orthogonal experimental method. The regression equation describing the relationship between the cutting parameters and the energy consumption of the CNC machine is built based on the experimental results. The research results show the reliability of the regression equation and serve as the basis for the calculation of cost reduction when high-speed milling of alloy steel after heat treatment.

Indexed By:

Our Journals

IJECCE
International Journal of Electronics Communication and Computer Engineering
ISSN(Online): 2249 - 071X
ISSN (Print) : 2278 – 4209
www.ijecce.org
Submissions open
IJAIR
International Journal of Agriculture Innovations and Research
ISSN(Online) : 2319 – 1473
www.ijair.org
Submissions open
IJISM
International Journal of Innovation in Science and Mathematics
ISSN : 2347 – 9051
www.ijism.org
Submissions open
IJEIR
International Journal of Engineering Innovations and Research
ISSN(Online) : 2277 – 5668
www.ijeir.org
Submissions are open.

IJAIM
International Journal of Artificial Intelligence and Mechatronics
ISSN(Online) : 2320 – 5121
www.ijaim.org
Submissions open
IJRAS
International Journal of Research in Agricultural Sciences
ISSN(Online) : 2348 – 3997
www.ijras.org
Submissions open

Submission Open

"Submissions Open For Volume 10,Issue 5,Sept. - Oct. 2021"

Click here to submit article.........

Latest Updates

Submissions open

Submissions open

For

"Volume 10,Issue 5,Sept. - Oct. 2021"


 
Published Papers

Accepted Papers are published in

1. Recently Published Issue.

"Volume 10, Issue 4, July - Aug. 2021"


 

Dear Authors

Once author receives paper id, please always mention it in subject of your mail.

"Submissions Open"

Message for Authors