Simultaneous load management strategy for electronic manufacturing facilities by using epso algorithm / M.F. Sulaima … [et al.]

Sulaima, M.F. and Dahlan, N.Y. and Bohari,, Z.H. and Nasir, M.N.M. and Mustafa, R.F. and Duc, Luong Nguyen (2021) Simultaneous load management strategy for electronic manufacturing facilities by using epso algorithm / M.F. Sulaima … [et al.]. Journal of Mechanical Engineering, 18 (3): 12. pp. 913-214. ISSN 2550-164X

Abstract

Increased power demand has contributed to the power generation tension. Thus, there were critical needs for a better Price Based Program (PBP) policy for the consumers. In Peninsular Malaysia, through the development of a policy for the regulated market plan, the Enhanced Time of Use (ETOU) tariff was introduced by the utility to promote better price signals to the industrial consumers who contribute to the most massive energy consumption every year. However, fewer industrial consumers join the program due to a lack of Load Management (LM) knowledge while not confident in the price rate signal compared to the previous tariffs. Due to that reason, this study proposed simultaneous LM strategies for the selected power consumption profile in the electronic manufacturing facilities. Meanwhile, the Evolutionary Particle Swarm Optimization (EPSO) was adopted to search for the upright power consumption profiles of those average 11 locations of the manufacturing. The analysis of the results has compared to the baseline existing flat and Time of Use (TOU) tariffs. The results show an improvement in the energy consumption and maximum demand costs reduction of ~14-16% when load management was applied correctly. It is hoped that this study's results could help companies’ management of developing a strategic plan for the successful load management program.

Metadata

Item Type: Article
Creators:
Creators
Email / ID Num.
Sulaima, M.F.
fani@utem.edu.my
Dahlan, N.Y.
UNSPECIFIED
Bohari,, Z.H.
UNSPECIFIED
Nasir, M.N.M.
UNSPECIFIED
Mustafa, R.F.
UNSPECIFIED
Duc, Luong Nguyen
UNSPECIFIED
Subjects: Q Science > QA Mathematics > Instruments and machines > Electronic Computers. Computer Science > Algorithms
T Technology > TS Manufactures > Production management. Operations management > Product engineering
Journal or Publication Title: Journal of Mechanical Engineering
UiTM Journal Collections: UiTM Journal > Journal of Mechanical Engineering (JMechE)
ISSN: 2550-164X
Volume: 18
Number: 3
Page Range: pp. 913-214
Keywords: Demand response; Price-based program; Manufacturing facility; Optimization algorithm; Enhanced time of use tariff
Date: 2021
URI: https://ir.uitm.edu.my/id/eprint/53015
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