ZHAO Huiru, LI Ziyu, YOU Peipei, et al. Risk Level Assessment of Power Supply Safety Based on Spot Market Electricity Price Warning[J]. 2026, 43(5): 942-951.
DOI:
ZHAO Huiru, LI Ziyu, YOU Peipei, et al. Risk Level Assessment of Power Supply Safety Based on Spot Market Electricity Price Warning[J]. 2026, 43(5): 942-951.DOI: 10.19725/j.cnki.1007-2322.2024.0133.
Risk Level Assessment of Power Supply Safety Based on Spot Market Electricity Price Warning
The integration of new energy into the grid has posed numerous challenges to the safe and stable operation of the power grid
and the task of ensuring power security supply has become increasingly severe. Spot market electricity prices can dynamically and intuitively reflect the power supply and demand situation
providing an effective guide for power supply security. Based on this
we propose an early warning level evaluation scheme for power supply security based on spot market electricity price forecasting. Firstly
a power supply security risk assessment mechanism based on spot market electricity price forecasting is proposed. Secondly
a spot market electricity price forecasting model utilizing the GARCHX-VaR technique is constructed. Power supply security risk is subsequently evaluated by assessing the electricity price warning levels. Finally
case simulation analysis is performed using data from a province in China that has already initiated a pilot operation of the electricity spot market. The results demonstrate that the proposed warning model is capable of effectively assessing power supply security risks
thereby providing robust support for power operating institutions in adopting appropriate strategies and measures.
关键词
Keywords
references
YE Xiaoning, WANG Caixia, LI Qionghui, et al . Power supply ensuring measures and implications of foreign countries' power systems with high proportion of new energy[J ] . Electric Power, 2024, 57(04): 61−67(in Chinese).
LI Haoen, JIANG Yumeng, SONG Tianli, et al . Research on the characteristics of power supply and demand balance and supply guarantee strategies in the context of new power systems[J ] . Power System and Clean Energy, 2023, 39(12): 72−78(in Chinese).
CHAI Jian, WAN Xin, KOU Honghong, et al . A study on the impact of price distortion on supply and demand imbalance in the electricity market[J ] . Journal of Econometrics, 2022, 2(04): 864−880(in Chinese).
YOU Peipei. Policy recommendations on electricity pricing to promote secure supply under high penetration of renewable energy development[J]. China Power Enterprise Management, 2023(16): 6-7(in Chinese).
XIAO Jun, SUN Gang, SONG Chenhui, et al . Security warning method for regional integrated energy systems based on security domains[J ] . Proceedings of the CSEE, 2024, 45(10): 3709−3723(in Chinese).
WANG K, LI Y, WANG X, et al . Full life cycle management of power system integrated with renewable energy: concepts, developments and perspectives[J ] . Frontiers in Energy Research, 2021(9): 680355.
FRÖHLICH T, HON Z, STANEK M, et al . Method of identification and assessment of security needs of a region against the threat of a large power outage[J ] . Energies, 2023, 16(11): 4431.
CASTRO M. Assessing the risk profile to security of supply in the electricity market of Great Britain[J]. Energy Policy, 2017, 111: 148−156.
MUKHERJEE S, NATEGHI R. A data-driven approach to assessing supply inadequacy risks due to climate-induced shifts in electricity demand[J]. Risk Analysis, 2019, 39(3): 673−694.
GUO Hongxia, CHEN Lingxuan, ZHANG Qi, et al . Research and response to extreme scenarios in new power system: a review from perspective of electricity and power balance[J ] . Power System Technology, 2024, 48(10): 3975−3994(in Chinese).
LIU Sijie, BAI Yang, CHEN Zhongfei, et al . Research framework for early warning in the energy and power industry chain under the background of carbon neutrality[J ] . Guangdong Electric Power, 2021, 34(10): 1−9(in Chinese).
LIU Sijie, BAI Yang, CHEN Zhongfei, et al . Short-term early warning method for the energy and power industry chain[J ] . Guangdong Electric Power, 2022, 35(01): 1−10(in Chinese).
KOSAI S, UNESAKI H. Quantitative analysis on the impact of nuclear energy supply disruption on electricity supply security[J]. Applied Energy, 2017, 208: 1198−1207.
HUANG Renhui, ZHANG Ji, ZHANG Lizi, et al . Price risk forewarning of electricity market based on GARCH and VaR theory[J ] . Proceedings of the CSEE, 2009, 29(19): 85−91(in Chinese).
XIE Hang, LAI Chunyang, ZENG Hong, et al . Fluctuation analysis and risk measurement of electricity pricing using TGARCH and VineCopula[J ] . Power System Protection and Control, 2022, 50(04): 13−23(in Chinese).
HUANG Renhui. Research on the microstructure theory and implementation path of the electricity financial market[D]. Beijing: North China Electric Power University, 2010(in Chinese).
ALI M, TURSOY T, SAMOUR A, et al . Testing the impact of the gold price, oil price, and renewable energy on carbon emissions in South Africa: Novel evidence from bootstrap ARDL and NARDL approaches[J ] . Resources Policy, 2022, 79: 102984.
LIU Liyan, ZOU Xiaoyan. A comparative study of GARCH family models in electricity price forecasting for power markets[J]. Power System Protection and Control, 2016, 44(04): 57−63(in Chinese).
GUO Dong. The centralized evolution of new energy metals-an empirical test based on the VAR-BEKK-GARCH model[J]. Financial Regulation Research, 2023(02): 94−114(in Chinese).
LIU Dexu, MA Wenguang, TAO Chunhua, et al . Electricity prices distribution characters and volatility risk measu rement in the PJM power market[J ] . Power System and Clean Energy, 2020, 36(09): 15−21(in Chinese).
XIE Min, HU Xintong, KE Shaojia, et al . Dynamic risk VaR assessment method for power generation enterprises’ operational profit and loss based on vine-Copula[J ] . Automation of Electric Power Systems, 2019, 43(05): 39−45(in Chinese).
SHEN Xinhang, ZOU Bin. Influence of renewable energy on average electricity price and peak electricity price[J]. Industrial Control Computer, 2023, 36(10): 159−161(in Chinese).