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[期刊论文]

Interval energy flow calculation method for electricity-heat-hydrogen integrated energy system considering the correlation between variables

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author:

Chen, Yuxin (Chen, Yuxin.) [1] | Jiang, Yuewen (Jiang, Yuewen.) [2] (Scholars:江岳文)

Indexed by:

EI Scopus SCIE

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 pro-poses 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 pro-cured 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%.

Keyword:

Correlation Integrated electricity-heat-hydrogen system Interval energy flow optimization Parallelogram model iterative linear

Community:

  • [ 1 ] [Chen, Yuxin]Fuzhou Univ, Coll Elect Engn & Automat, Fuzhou 350108, Peoples R China
  • [ 2 ] [Jiang, Yuewen]Fuzhou Univ, Coll Elect Engn & Automat, Fuzhou 350108, Peoples R China
  • [ 3 ] [Jiang, Yuewen]Fujian Prov Univ Engn Res Ctr Smart Distribut Grid, Fuzhou 350108, Peoples R China
  • [ 4 ] [Jiang, Yuewen]Fuzhou Univ, Res Ctr Integrated Energy Planning & Optimal Opera, Fuzhou 350108, Peoples R China

Reprint 's Address:

  • [Jiang, Yuewen]Fuzhou Univ, Coll Elect Engn & Automat, Fuzhou 350108, Peoples R 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 Discipline: ENGINEERING;

ESI HC Threshold:35

JCR Journal Grade:1

CAS Journal Grade:1

Cited Count:

WoS CC Cited Count: 19

30 Days PV: 0

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