Bi-Objective Re-Entrant Hybrid Flow Shop Scheduling considering Energy Consumption Cost under Time-of-Use Electricity Tariffs
Joint Authors
Geng, Kaifeng
Ye, Chunming
Dai, Zhen hua
Liu, Li
Source
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-17, 17 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-02-22
Country of Publication
Egypt
No. of Pages
17
Main Subjects
Abstract EN
Re-entrant hybrid flow shop scheduling problem (RHFSP) is widely used in industries.
However, little attention is paid to energy consumption cost with the raise of green manufacturing concept.
This paper proposes an improved multiobjective ant lion optimization (IMOALO) algorithm to solve the RHFSP with the objectives of minimizing the makespan and energy consumption cost under Time-of-Use (TOU) electricity tariffs.
A right-shift operation is then used to adjust the starting time of operations by avoiding the period of high electricity price to reduce the energy consumption cost as far as possible.
The experimental results show that IMOALO algorithm is superior to multiobjective ant lion optimization (MOALO) algorithm, NSGA-II, and MOPSO in terms of the convergence, dominance, and diversity of nondominated solutions.
The proposed model can make enterprises avoid high price period reasonably, transfer power load, and reduce the energy consumption cost effectively.
Meanwhile, parameter analysis indicates that the period of TOU electricity tariffs and energy efficiency of machines have great impact on the scheduling results.
American Psychological Association (APA)
Geng, Kaifeng& Ye, Chunming& Dai, Zhen hua& Liu, Li. 2020. Bi-Objective Re-Entrant Hybrid Flow Shop Scheduling considering Energy Consumption Cost under Time-of-Use Electricity Tariffs. Complexity،Vol. 2020, no. 2020, pp.1-17.
https://search.emarefa.net/detail/BIM-1144442
Modern Language Association (MLA)
Geng, Kaifeng…[et al.]. Bi-Objective Re-Entrant Hybrid Flow Shop Scheduling considering Energy Consumption Cost under Time-of-Use Electricity Tariffs. Complexity No. 2020 (2020), pp.1-17.
https://search.emarefa.net/detail/BIM-1144442
American Medical Association (AMA)
Geng, Kaifeng& Ye, Chunming& Dai, Zhen hua& Liu, Li. Bi-Objective Re-Entrant Hybrid Flow Shop Scheduling considering Energy Consumption Cost under Time-of-Use Electricity Tariffs. Complexity. 2020. Vol. 2020, no. 2020, pp.1-17.
https://search.emarefa.net/detail/BIM-1144442
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1144442