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author:

Chen, Yuxin (Chen, Yuxin.) [1] | Jiang, Yuewen (Jiang, Yuewen.) [2]

Indexed by:

EI

Abstract:

The uncertain operating state of integrated energy systems (IESs) increases significantly with the ever-increasing renewable energy penetration. In order to evaluate the operation state of IES more reasonably, this paper proposes an interval energy flow (IEF) method and applies it to an IES that utilizes hydrogen as an energy conversion carrier. Firstly, a steady-state energy flow model for an electricity-heat-hydrogen system is presented. Then, the parallelogram model is employed to describe the correlation between interval variables to acquire more accurate results. Furtherly, combined with the above two models, the IEF is transformed into minimum and maximum optimization models. Due to the complexity of nonlinear optimization calculation, the interval solution is procured by the alternating iterative method based on linear optimization and deterministic energy flow for the sake of accuracy and simplicity. Finally, a case study demonstrates the effectiveness of the proposed method, and a detailed discussion about the impact of correlation on interval solutions is given. The calculation speed of the proposed method is 6.5 times faster than Monte Carlo simulation. The interval ranges of state variables are narrowed significantly after considering correlation, with a maximum narrowing range of up to 63.08%. © 2022 Elsevier Ltd

Keyword:

Energy conversion Intelligent systems Iterative methods Linear programming Monte Carlo methods Parallel flow Quadratic programming

Community:

  • [ 1 ] [Chen, Yuxin]College of Electrical Engineering and Automation, Fuzhou University, Fuzhou; 350108, China
  • [ 2 ] [Jiang, Yuewen]College of Electrical Engineering and Automation, Fuzhou University, Fuzhou; 350108, China
  • [ 3 ] [Jiang, Yuewen]Fujian Province University Engineering Research Center of Smart Distribution Grid Equipment, Fuzhou; 350108, China
  • [ 4 ] [Jiang, Yuewen]Research Center of Integrated Energy Planning and Optimal Operation, Fuzhou University, Fuzhou; 350108, China

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Source :

Energy

ISSN: 0360-5442

Year: 2023

Volume: 263

9 . 0

JCR@2023

9 . 0 0 0

JCR@2023

ESI HC Threshold:35

JCR Journal Grade:1

CAS Journal Grade:1

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 7

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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