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Intelligent Modeling and Optimization for Smart Energy Hub.

Authors :
Liu, Tianhao
Zhang, Dongdong
Dai, Hang
Wu, Thomas
Source :
IEEE Transactions on Industrial Electronics; Dec2019, Vol. 66 Issue 12, p9898-9908, 11p
Publication Year :
2019

Abstract

This paper proposes an intelligent modeling and optimization method to set up the smart energy hub model for the multiple energy system and optimize the operation of its associated energy hub model automatically. The core idea of the proposed method is to divide the complex energy hub model into several simple energy hub models. In this paper, the proposed computerized algorithm, which is applied to the smart energy hub model division, includes an energy loop intelligent searching method, a real nodes arrangement method, and a virtual nodes insertion method. One case study for the multiple energy system of a residential district in Guangzhou city is performed to validate the effectiveness of the proposed method. Compared with the traditional calculation method, the proposed method guarantees global optimal operation decision for the whole multiple energy system and the computational burden is significantly reduced. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
02780046
Volume :
66
Issue :
12
Database :
Complementary Index
Journal :
IEEE Transactions on Industrial Electronics
Publication Type :
Academic Journal
Accession number :
137987884
Full Text :
https://doi.org/10.1109/TIE.2019.2903766