International Journal of Mechanical and Production Engineering (IJMPE)
.
Follow Us On :
current issues
Volume-8,Issue-10  ( Oct, 2020 )
Past issues
  1. Volume-8,Issue-9  ( Sep, 2020 )
  2. Volume-8,Issue-8  ( Aug, 2020 )
  3. Volume-8,Issue-7  ( Jul, 2020 )
  4. Volume-8,Issue-6  ( Jun, 2020 )
  5. Volume-8,Issue-5  ( May, 2020 )
  6. Volume-8,Issue-4  ( Apr, 2020 )
  7. Volume-8,Issue-3  ( Mar, 2020 )
  8. Volume-8,Issue-2  ( Feb, 2020 )
  9. Volume-8,Issue-1  ( Jan, 2020 )
  10. Volume-7,Issue-12  ( Dec, 2019 )

Statistics report
Feb. 2021
Submitted Papers : 80
Accepted Papers : 10
Rejected Papers : 70
Acc. Perc : 12%
Issue Published : 91
Paper Published : 2072
No. of Authors : 5910
  Journal Paper


Paper Title :
Continuous Monitoring and Control of a Production Process using Predictive Analytics

Author :Saad Bashir Alvi, Johannes Gottschling

Article Citation :Saad Bashir Alvi ,Johannes Gottschling , (2019 ) " Continuous Monitoring and Control of a Production Process using Predictive Analytics " , International Journal of Mechanical and Production Engineering (IJMPE) , pp. 43-49, Volume-7,Issue-6

Abstract : Keeping a running production process in a proper working state requires continuous monitoring, anticipating potential problems in advance, looking for possible solutions to avoid these problems and selecting the most cost-effective solution among the choices. This work shows a solution approach, to the mentioned requirements using Machine Learning techniques, composed of three phases: a learning phase, a knowledge generation phase and a monitoring and control phase. Our approach, which is based on using a well-trained composite Machine Learning model to generate a sufficiently large database of pre computed prediction values, provides a method to reduce product defects, unplanned downtimes, energy consumption, CO2 emissions, and to increase the production speed and precision. Keywords - Casting, Machine Learning, Metal forming, Predictive Analytics.

Type : Research paper


Copyright: © Institute of Research and Journals

| PDF |
Viewed - 44
| Published on 2019-08-20
   
   
IRAJ Other Journals
IJMPE updates
We are happy to announce that Dr. R. A. SAVANUR joined as the CHief Editor for IJMPE.
The Conference World

JOURNAL SUPPORTED BY