Multi-scale flexibility assessment of electrical, thermal and gas multi-energy systems based on morphological decomposition

被引:0
作者
Jia, Xiaoqiang [1 ,3 ]
Wang, Zhiwei [2 ]
Wang, Songcen [1 ,3 ]
Liu, Kaicheng [1 ,3 ]
Zhang, Xinhe [1 ,3 ]
Zhang, Jiajun [2 ]
机构
[1] China Elect Power Res Inst, Beijing 100192, Peoples R China
[2] State Grid Jilisheng Elect Power Supply Co, Changchun, Jilin, Peoples R China
[3] Natl Key Lab Power Grid Safety, Beijing, Peoples R China
关键词
Multi energy system; morphological decomposition; multi scale; flexibility; energy storage unit; resource call; PROVISION;
D O I
10.3233/JCM-226959
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The rapid development of renewable energy has also had an impact on the flexibility of multi energy systems such as electricity, heat, and gas. To analyze the flexible characteristics of multi energy systems at multiple time scales, a multi-scale flexibility evaluation method based on morphological decomposition is proposed. The net load curve is decomposed using mathematical morphology methods, and a multi-scale energy storage configuration method based on the flexibility of electric heating systems is proposed. The analysis data shows that the probability of insufficient upward flexibility, margin expectation, and insufficient expectation of the scale weighted flexibility index are 1.12%, 3.98%, and 1.16%, respectively, while the probability of insufficient downward flexibility, margin expectation, and insufficient expectation are 0.73%, 4.54%, and 0.56%, respectively. The introduction of energy storage and controllable load simultaneously results in an overall downward flexibility index of 0.92% for the system. The results indicate that controllable load can improve the economy of system peak shaving, providing more options for energy storage and configuration in multi energy systems.
引用
收藏
页码:2975 / 2991
页数:17
相关论文
共 20 条
[11]   Exploiting DERs' Flexibility Provision in Distribution and Transmission Systems Interface [J].
Pourghaderi, Niloofar ;
Fotuhi-Firuzabad, Mahmud ;
Moeini-Aghtaie, Moein ;
Kabirifar, Milad ;
Lehtonen, Matti .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2023, 38 (02) :1961-1975
[12]   Multi-time Scale Coordinated Optimization of New Energy High Permeability Power System Considering Flexibility Requirements [J].
Su, Shiwei ;
Tan, Donghong ;
Li, Xianghua ;
Li, Xin ;
Chen, Zitong ;
Lian, Ruiqing ;
Soronga, Blaise Kevine Lenz .
JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2023, 18 (02) :815-828
[13]   Carbon dioxide emission decomposition along the gradient of economic development: The case of energy sustainability in the G7 and Brazil, Russia, India, China and South Africa [J].
Su, Weihua ;
Wang, Yuying ;
Streimikiene, Dalia ;
Balezentis, Tomas ;
Zhang, Chonghui .
SUSTAINABLE DEVELOPMENT, 2020, 28 (04) :657-669
[14]   The impact of spatial variation of inertial response and flexible inter-area allocation of fast frequency response on power system scheduling [J].
Trovato, Vincenzo .
ELECTRIC POWER SYSTEMS RESEARCH, 2021, 198
[15]   A mathematical morphology approach for a qualitative exploration of drought events in space and time [J].
Vernieuwe, Hilde ;
De Baets, Bernard ;
Verhoest, Niko E. C. .
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2020, 40 (01) :530-543
[16]   Qualitative Comparison of Valuation Methods for Power Plants and Flexibility [J].
Wehkamp, Steffen ;
Kusch, Pavel Wilhelm ;
Gomez, Jorge Marx .
CHEMICAL ENGINEERING & TECHNOLOGY, 2023, 46 (03) :491-500
[17]   Real-time multi-energy demand response for high-renewable buildings [J].
Xu, Da ;
Zhong, Feili ;
Bai, Ziyi ;
Wu, Zhibin ;
Yang, Xiaodong ;
Gao, Menglu .
ENERGY AND BUILDINGS, 2023, 281
[18]   Multi-Agent Deep Reinforcement Learning for Coordinated Energy Trading and Flexibility Services Provision in Local Electricity Markets [J].
Ye, Yujian ;
Papadaskalopoulos, Dimitrios ;
Yuan, Quan ;
Tang, Yi ;
Strbac, Goran .
IEEE TRANSACTIONS ON SMART GRID, 2023, 14 (02) :1541-1554
[19]   Effects of intermittent heating on an integrated heat and power dispatch system for wind power integration and corresponding operation regulation [J].
Zheng, Jinfu ;
Zhou, Zhigang ;
Zhao, Jianing ;
Hu, Songtao ;
Wang, Jinda .
APPLIED ENERGY, 2021, 287
[20]   Synergetic Scheduling Energy and Reserve of Wind Farms for Power Systems with High-Share Wind Power [J].
Zhu, Wenzhuo .
JOURNAL OF ENERGY ENGINEERING, 2023, 149 (02)