(西安交通大学 电气工程学院, ),陕西,西安,710049
纸质出版:2026
移动端阅览
巨 胜,刘 俊,默天啸,林凯威,何香凝,王佩玘.储能在电力系统调频中的应用分析与未来展望[J].智慧电力,2026,54(2):1-11.
doi:10.20204/j.sp.2026.02001
巨 胜,刘 俊,默天啸,林凯威,何香凝,王佩玘.储能在电力系统调频中的应用分析与未来展望[J].智慧电力,2026,54(2):1-11. DOI: 10.20204/j.sp.2026.02001.
doi:10.20204/j.sp.2026.02001 DOI:
在“双碳”目标驱动下,可再生能源快速发展、同步机组逐步退出电网,系统惯性与调频能力明显削弱,使频率稳定性面临严峻挑战,储能参与调频因此成为兼顾安全性与经济性的关键途径。在梳理调频需求的基础上,筛选超级电容器、超导磁储能、飞轮储能及电化学储能等快速响应技术,比较其在响应速度、功率与能量特性、循环寿命以及成本等方面的适用性,归纳相关工程应用与研究进展,明确不同储能类型适合承担的调频角色。进一步从控制层面系统总结PID控制、下垂控制、模型预测控制及人工智能控制等典型策略的结构特点与性能差异,分析混合储能以及储能与风光、火电协同调频在提升频率支撑能力、缓解电池衰减和降低运行成本方面的作用,并简要指出储能调频在智能化控制与市场机制建设方面的主要发展方向,未来需通过深化电力市场改革、完善辅助服务补偿机制,并借助技术融合与模式创新,推动储能调频从“政策驱动”转向“市场驱动”。
Driven by the “dual-carbon” targets
the rapid development of renewable energy and the gradual withdrawal of synchronous units have significantly reduced system inertia and frequency-regulation capability
bringing severe challenges to frequency stability; therefore
energy storage for frequency regulation has become a key solution balancing security and economy. Based on a review of frequency-regulation requirements
this paper selects fast-response technologies including supercapacitors
superconducting magnetic energy storage
flywheel energy storage
and electrochemical energy storage
compares their applicability in terms of response speed
power and energy characteristics
cycle life
and cost
summarizes related engineering practices and research progress
and clarifies the frequency-regulation roles suited for different storage types. Furthermore
from the control perspective
this paper systematically summarizes the structural features and performance differences of typical strategies such as PID control
droop control
model predictive control
and artificial-intelligence-based control. It also analyzes the roles of hybrid energy storage and the coordinated frequency regulation of storage with wind
solar
and thermal power in improving frequency support capability
mitigating battery degradation
and reducing operational costs. Finally
it briefly points out the main development directions in intelligent control and market-mechanism construction for energy-storage-based frequency regulation.Future efforts should promote the transition of energy storage-based frequency regulation from being policy-driven to market-driven by deepening electricity market reforms
improving ancillary service compensation mechanisms
and leveraging technological integration and business model innovation.
张红,邱亚,李金中,等. 基于功率自适应的全钒液流电池储能系统充放电控制策略 [J ] .高压电器,2025,61(11):175-186.
李丰能,杨苹,隗知初,等. 考虑风机调频能量差异的风电场频率主动支撑控制策略 [J ] .电力建设,2025,46(11):145-157.
DREIDY M,MOKHLIS H,MEKHILEF S. Inertia response and frequency control techniques for renewable energy sources:A review [J ] .Renewable and sustainable energy reviews,2017,69:144-155.
黄怡涵,王小海,张红光,等. 火电机组一次调频简化模型改进与电力系统频率安全约束解析计算 [J ] .电力系统保护与控制,2025,53(15):36-47.
刘津. 混合储能用于电网调频协同控制研究 [D ] .北京:华北电力大学,2022.
WANG W,YUAN B,SUN Q,et al. Application of energy storage in integrated energy systems—A solution to fluctuation and uncertainty of renewable energy [J ] .Journal of Energy Storage,2022,52:104812.
HOSSEINI S A,TOULABI M,ASHOURI-ZADEH A,et al. Battery energy storage systems and demand response applied to power system frequency control [J ] .International Journal of Electrical Power & Energy Systems,2022,136:107680.
AKRAM U,NADARAJAH M,SHAH R,et al. A review on rapid responsive energy storage technologies for frequency regulation in modern power systems [J ] .Renewable and Sustainable Energy Reviews,2020,120:109626.
ZHANG L,HU X,WANG Z,et al. A review of supercapacitor modeling,estimation,and applications:A control /management perspective[J ] .Renewable and Sustainable Energy Reviews,2018,81:1868-1878.
LUO X,WANG J,DOONER M,et al. Overview of current development in electrical energy storage technologies and the application potential in power system operation [J ] .Applied energy,2015,137:511-536.
HANNAN M A,WALI S B,KER P J,et al. Battery energy-storage system:A review of technologies,optimization objectives,constraints,approaches,and outstanding issues [J ] .Journal of Energy Storage,2021,42:103023.
ALI M H,WU B,DOUGAL R A. An overview of SMES applications in power and energy systems [J ] .IEEE transactions on sustainable energy,2010,1(1):38-47.
CHEN H,CONG T N,YANG W,et al. Progress in electrical energy storage system:A critical review [J ] .Progress in natural science,2009,19(3):291-312.
MITALI J,DHINAKARAN S,MOHAMAD A A. Energy storage systems:A review [J ] .Energy Storage and Saving,2022,1(3):166-216.
LIU X,LIU J,ZHAO Y,REN K,PING F,DING T. Dynamic modeling of gasbag-structured compressed supercritical carbon dioxide energy storage [J ] .IEEE Transactions on Sustainable Energy,2024:1-10.[Early Access ] .
ARANI A A K,KARAMI H,GHAREHPETIAN G B,et al. Review of flywheel energy storage systems structures and applications in power systems and microgrids [J ] .Renewable and Sustainable Energy Reviews,2017,69:9-18.
SHARMA P,BHATTI T S. A review on electrochemical double-layer capacitors [J ] .Energy Conversion and Management,2010,51(12):2901-2912.
DÍAZ-GONZÁLEZ F,SUMPER A,GOMIS-BELLMUNT O,et al. A review of energy storage technologies for wind power applications [J ] .Renewable and Sustainable Energy Reviews,2012,16(4):2154-2171.
ANEKE M,WANG M. Energy storage technologies and real life applications-A state of the art review [J ] .Applied Energy,2016,179:350-377.
UD DIN MUFTI M,LONE S A,IQBAL S J,et al. Super-capacitor based energy storage system for improved load frequency control [J ] .Electric Power Systems Research,2009,79(1):226-233.
DELILLE G,FRANCOIS B,MALARANGE G. Dynamic frequency control support by energy storage to reduce the impact of wind and solar generation on isolated power system’s inertia [J ] .IEEE Transactions on Sustainable Energy,2012,3(4):931-939.
ÇELIK E,ÖZTÜRK N,HOUSSEIN E H. Improved load frequency control of interconnected power systems using energy storage devices and a new cost function [J ] .Neural Computing and Applications,2023,35(1):681-697.
TRIPATHY S C,MISHRA I P. Dynamic performance of wind-diesel power system with capacitive energy storage [J ] .Energy Conversion and Management,1996,37(12):1787-1798.
ADETOKUN B B,OGHORADA O,ABUBAKAR S J. Superconducting magnetic energy storage systems:Prospects and challenges for renewable energy applications [J ] .Journal of Energy Storage,2022,55:105663.
KUMAR V,SHARMA V,NARESH R. HHO-based model predictive controller for combined voltage and frequency control problem including SMES [J ] .IETE Journal of Research,2023,69(5):2926-2940.
RAJAMAND S. Load frequency control and dynamic response improvement using energy storage and modeling of uncertainty in renewable distributed generators [J ] .Journal of Energy Storage,2021,37:102467.
NOE M,STEURER M. High-temperature superconductor fault current limiters:concepts,applications,and development status [J ] .Superconductor Science and Technology,2007,20(3):R15.
LI X,PALAZZOLO A. A review of flywheel energy storage systems:state of the art and opportunities [J ] .Journal of Energy Storage,2022,46:103576.
FARAJI F,MAJAZI A,AL-HADDAD K. A comprehensive review of flywheel energy storage system technology [J ] .Renewable and Sustainable Energy Reviews,2017,67:477-490.
HUTCHINSON A J,GLADWIN D T. Flywheel energy storage for ancillary services:A novel design and simulation of a continuous frequency response service for energy limited assets [J ] .IEEE Open Access Journal of Power and Energy,2024,11:250-260.[Oline First ] .
SILVA-SARAVIA H,PULGAR-PAINEMAL H,MAURICIO J M. Flywheel energy storage model,control and location for improving stability:The Chilean case [J ] .IEEE Transactions on Power Systems,2016,32(4):3111-3119.
KOOHI-FAYEGH S,ROSEN M A. A review of energy storage types,applications and recent developments [J ] .Journal of Energy Storage,2020,27:101047.
李正力,李肖辉,王京,等. 锂离子电池储能电站热失控预警与防护研究进展 [J ] .高压电器,2024(1):11-19.
刘督贤,蔺红. 考虑广义储能及碳捕集热电厂的热电系统优化运行 [J ] .电测与仪表,2025,62(7):11-20.
翁兴航,苏盛. 新型电力系统电网侧电化学储能电站消防安全管理研究综述 [J ] .电力科学与技术学报,2025,40(5):155-172.
吴新华,杨杰,吴雨霏,等. 基于共享储能和电-碳耦合的配电网多平衡区协同低碳运行方法研究 [J ] .电测与仪表,2025,62(6):11-23.
KHALID M,SAVKIN A V. An optimal operation of wind energy storage system for frequency control based on model predictive control [J ] .Renewable energy,2012,48:127-132.
ARRIGO F,BOMPARD E,MERLO M,et al. Assessment of primary frequency control through battery energy storage systems [J ] .International Journal of Electrical Power & Energy Systems,2020,115:105428.
XING L,MISHRA Y,TIAN Y C,et al. Dual-consensus-based distributed frequency control for multiple energy storage systems [J ] .IEEE Transactions on Smart Grid,2019,10(6):6396-6403.
LU C F,LIU C C,WU C J. Dynamic modelling of battery energy storage system and application to power system stability [J ] .IEE Proceedings Generation,Transmission and Distribution,1995,142(4):429-435.
孙 静,李福旺,陈 健,等. 基于智能算法的构网型储能与VSG控制结合的电压无功协调控制系统 [J ] .电子设计工程,2025,33(22):20-24.
PRADHAN P C,SAHU R K,PANDA S. Firefly algorithm optimized fuzzy PID controller for AGC of multi-area multi-source power systems with UPFC and SMES [J ] .Engineering Science and Technology,an International Journal,2016,19(1):338-354.
SHANKAR R,CHATTERJEE K,BHUSHAN R. Impact of energy storage system on load frequency control for diverse sources of interconnected power system in deregulated power environment [J ] .International Journal of Electrical Power & Energy Systems,2016,79:11-26.
SHARMA A,SINGH N. Load frequency control of connected multi-area multi-source power systems using energy storage and lyrebird optimization algorithm tuned PID controller [J ] .Journal of Energy Storage,2024,100:113609.
FINI M H,GOLSHAN M E H. Determining optimal virtual inertia and frequency control parameters to preserve the frequency stability in islanded microgrids with high penetration of renewables [J ] .Electric Power Systems Research,2018,154:13-22.
张建辉,滕婕,李秀慧,等. 考虑功率运行点的风电场混合储能MPC控制策略 [J ] .电网与清洁能源,2025,41(2):130-137,146.
SUBROTO R K,LIAN K L,CHU C C,et al. A fast frequency control based on model predictive control taking into account of optimal allocation of power from the energy storage system [J ] .IEEE Transactions on Power Delivery,2021,36(4):2467-2478.
SITI M W,MBUNGU N T,TUNGADIO D H,et al. Application of load frequency control method to a multi-microgrid with energy storage system [J ] .Journal of Energy Storage,2022,52:104629.
YANG L,LIU T,HILL D J. Distributed MPC-based frequency control for multi-area power systems with energy storage [J ] .Electric Power Systems Research,2021,190:106642.
LIU W,GENG G,JIANG Q,et al. Model-free fast frequency control support with energy storage system [J ] .IEEE Transactions on Power Systems,2019,35(4):3078-3086.
杨银国,谢平平,刘洋,等. 基于深度优化算法的风光储多能互补电力系统优化调度策略 [J ] .电网与清洁能源,2025,41(7):122-131.
DAO T M P,WANG Y,NGUYEN N K. Novel hybrid load-frequency controller applying artificial intelligence techniques integrated with superconducting magnetic energy storage devices for an interconnected electric power grid [J ] .Arabian Journal for Science and Engineering,2016,41:3309-3320.
PAPPACHEN A,FATHIMA A P. Load frequency control in deregulated power system integrated with SMES-TCPS combination using ANFIS controller [J ] .International Journal of Electrical Power & Energy Systems,2016,82:519-534.
CHEKIRA O,BOUJOUDAR Y,EL MOUSSAOUI H,et al. An improved microgrid energy management system based on hybrid energy storage system using ANN NARMA-L2 controller [J ] .Journal of Energy Storage,2024,98:113096.
YAKOUT A H,HASANIEN H M,TURKY R A,et al. Improved reinforcement learning strategy of energy storage units for frequency control of hybrid power systems [J ] .Journal of Energy Storage,2023,72:108248.
赵燚,杨俊丰,庞建霞,等. 考虑混合储能主动参与风光储电站的功率分配与调频策略 [J ] .电力建设.2024,45(7):144-155.
CAÑIZARES C A,BHATTACHARYA K,SOHM D. Frequency regulation model of bulk power systems with energy storage [J ] .IEEE Transactions on Power Systems,2021,37(2):913-926.
BAEK M K,ROH J H,PARK J B,et al. Optimal sizing of battery /supercapacitor hybrid energy storage systems for frequency regulation[J ] .Journal of Electrical Engineering & Technology,2022,17:111-120.
王威儒,曹宇龙,王延旭,等. 基于模糊推算和动态控制的风储联合调频控制策略 [J ] .电力系统保护与控制,2025,53(16):14-27.
刘晓明,刘俊,姚宏伟,等. 基于VSG的风光水火储系统频率调节深度强化学习方法 [J ] .电力系统自动化,2025,49(9):114-124.
0
浏览量
1
下载量
0
CSCD
关联资源
相关文章
相关作者
相关机构
京公网安备11010802024621