Deakin University
Browse

Information-gap decision theory for robust security-constrained unit commitment of joint renewable energy and gridable vehicles

journal contribution
posted on 2020-05-01, 00:00 authored by Abdollah Ahmadi, Ali Esmaeel Nezhad, Pierluigi Siano, Branislav Hredzak, Sajeeb Saha
This paper presents a new framework, utilizing Information-Gap Decision Theory (IGDT), for multi-objective Robust Security-Constrained Unit Commitment (RSCUC) of generating units in the presence of wind farms and gridable vehicles. Both the wind power and load demand uncertainties are considered, and modeled using a bi-objective model. As the main advantage, the framework enables the system operator to take an appropriate operational decision with respect to the extremity of each uncertainty. The proposed problem is solved using Normal Boundary Intersection (NBI) technique. Subsequently, VIKOR, a decision-making tool, is utilized to choose the best Pareto optimal solution. Finally, the IGDT based framework presented in this paper is validated using a 6-bus test system, the IEEE Reliability Test System (RTS) with 24 buses and the IEEE 118-bus system.

History

Journal

IEEE transactions on industrial informatics

Volume

16

Pagination

3064-3075

Location

Piscataway, N.J.

ISSN

1551-3203

eISSN

1941-0050

Language

eng

Publication classification

C Journal article, C1 Refereed article in a scholarly journal

Copyright notice

2019, IEEE

Issue

5

Publisher

IEEE