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Unit commitment problem in renewable integrated environment with storage: A review.

Authors :
Tiwari, Shubham
Dwivedi, Bharti
Dave, Madhukar P.
Shrivastava, Ashish
Agrawal, Amit
Bhadoria, Vikas Singh
Source :
International Transactions on Electrical Energy Systems; Oct2021, Vol. 31 Issue 10, p1-27, 27p
Publication Year :
2021

Abstract

Summary: With the advent of rapid advancements in the energy storage technologies and in harnessing the renewable resources, a variety of mix of "Problem formulation techniques" and "Solution methodologies" have emerged for scheduling the power generation in Grid integrated environment. Multiple constituent attributes and their combinations thereof define the nature of Unit Commitment problem formulation in a complex way. An attempt has been made in this paper to consolidate the available research efforts, spanning over about past two decades, so as to unravel the rising complexities in developing the unit commitment formulation in this rapidly evolving green energy era. The prevailing unit commitment models have been thoroughly reviewed on the bases of deployment of different combinations of features like objective functions, constraints, optimization techniques, types of renewable generation, and types of storage. This review work presents, in a categorized manner, the viewpoints on problem formulation as well as on the solution methodologies. Further, a novel Unit Commitment model has been proposed by the authors wherein modeling details of each of them have been presented in a conscientious manner. The proposed model is unique as the battery charge/ discharge decision making has been included as a co‐optimization problem with the existing Unit Commitment problem. The superiority of the proposed model has also been reported. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
20507038
Volume :
31
Issue :
10
Database :
Complementary Index
Journal :
International Transactions on Electrical Energy Systems
Publication Type :
Academic Journal
Accession number :
152762529
Full Text :
https://doi.org/10.1002/2050-7038.12775