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Risk-averse decision under worst-case continuous and discrete uncertainties in transmission system with the support of active distribution systems.
- Source :
-
International Journal of Electrical Power & Energy Systems . Jun2022, Vol. 138, pN.PAG-N.PAG. 1p. - Publication Year :
- 2022
-
Abstract
- Nowadays, risk-averse management is a principal concern for transmission system (TS) operator that involve different types of uncertainty including continuous uncertainties (e.g., wind energy uncertainty) and discrete uncertainties (e.g., generator/line outages). In this condition, risk-averse decision making for managing these uncertainties are extremely complex, and the complexity is more amplified by the worst-case uncertainties. Accordingly, in this study a novel contingency-constrained information gap decision theory (CC-IGDT) approach has been proposed to cope with worst-case continuous and discrete uncertainties. Also, active distribution systems (ADSs) with distributed energy resources are important components in a TS, and can play an important role in addressing the issue of risk-averse management for TS operator. Therefore, in this study a coupled operation model for the TS & ADSs with the CC-IGDT approach has been proposed. But, solve proposed coupled operation model is problematic, thus, to solve this problem a new four-level hierarchical optimization technique has been proposed. Finally, the IEEE 30-bus transmission and IEEE 33-bus distribution systems have been analyzed to show the effectiveness of the proposed CC-IGDT approach and the co-operation of TS & ADSs. • Developing a new uncertainty approach to handle worse-case continuous and discrete uncertainties. • Proposed a new risk-averse energy management. • Co-operation of transmission system and active distribution systems. [ABSTRACT FROM AUTHOR]
- Subjects :
- *DECISION theory
*WIND power
*ENERGY management
*POWER resources
*MICROGRIDS
Subjects
Details
- Language :
- English
- ISSN :
- 01420615
- Volume :
- 138
- Database :
- Academic Search Index
- Journal :
- International Journal of Electrical Power & Energy Systems
- Publication Type :
- Academic Journal
- Accession number :
- 155103279
- Full Text :
- https://doi.org/10.1016/j.ijepes.2021.107913