Page 49 - 《中国电力》2026年第4期

崔一宸等：基于改进生成对抗网络场景生成的跨流域水风光互补中长期优化调度方法 2026 年第 4 期

[2] 王永真, 康利改, 张靖, 等. 综合能源系统的发展历程、典型形态及 WEN Sihai, XIAN Yuesheng, HAN Yang, et al. A Stackelberg
未来趋势 [J]. 太阳能学报, 2021, 42(8): 84–95. game-based optimization strategy for integrated energy systems
WANG Yongzhen, KANG Ligai, ZHANG Jing, et al. Development incorporating wind-solar power scenario generation[J]. Electric
history, typical form and future trend of integrated energy system[J]. Power, 2025, 58(11): 72–87.
Acta Energiae Solaris Sinica, 2021, 42(8): 84–95. [11] 季红利, 徐雷, 杨佳卉, 等. 计及动态风光不确定性与需求响应的主
[3] 申建建, 王月, 程春田, 等. 水风光多能互补发电调度问题研究现状 动配电网有功-无功优化 [J]. 中国电力, 2026, 59(2): 47–60.
及展望 [J]. 中国电机工程学报, 2022, 42(11): 3871–3885. JI Hongli, XU Lei, YANG Jiahui, et al. Active reactive power
SHEN Jianjian, WANG Yue, CHENG Chuntian, et al. Research optimization of active distribution network considering dynamic wind
status and prospect of generation scheduling for hydropower-wind-
and solar uncertainty and demand response[J]. Electric Power, 2026,
solar energy complementary system[J]. Proceedings of the CSEE,
59(2): 47–60.
2022, 42(11): 3871–3885.
[12] 董骁翀, 孙英云, 蒲天骄. 基于条件生成对抗网络的可再生能 源日
[4] 程春田. 碳中和下的水电角色重塑及其关键问题 [J]. 电力系统自
前场景生成方法 [J]. 中国电机工程学报, 2020, 40(17): 5527–5536.
动化, 2021, 45(16): 29–36.
DONG Xiaochong, SUN Yingyun, PU Tianjiao. Day-ahead scenario
CHENG Chuntian. The reshaping of hydropower's role under carbon
generation of renewable energy based on conditional GAN[J].
neutrality and its key issues[J]. Automation of Electric Power
Proceedings of the CSEE, 2020, 40(17): 5527–5536.
Systems, 2021, 45(16): 29–36.
[13] 黄南天, 郭玉, 赵暄远. 计及辐照区间划分的含光伏电源配电网源-
[5] 张俊涛, 程春田, 于申, 等. 水电支撑新型电力系统灵活性研究 进
荷联合场景生成 [J]. 东北电力大学学报, 2023, 43(5): 78–84.
展、挑战与展望 [J]. 中国电机工程学报, 2024, 44(10): 3862–3885.
HUANG Nantian, GUO Yu, ZHAO Xuanyuan. Combined source-
ZHANG Juntao, CHENG Chuntian, YU Shen, et al. Progress,
load scenario generation for PV-containing distribution networks
challenges and prospects of research on hydropower supporting the
with calculation an dirradiation interval classification[J]. Journal of
flexibility of new power system[J]. Proceedings of the CSEE, 2024,
Northeast Electric Power University, 2023, 43(5): 78–84.
44(10): 3862–3885.
[14] 黄越辉, 孙亚南, 李驰, 等. 基于条件生成对抗网络的多区域风电短
[6] JIANG J H, MING B, LIU P, et al. Refining long-term operation of
期出力场景生成方法 [J]. 电网技术, 2023, 47(1): 63–77.
large hydro-photovoltaic-wind hybrid systems by nesting response
HUANG Yuehui, SUN Yanan, LI Chi, et al. Constructing method of
functions[J]. Renewable Energy, 2023, 204: 359–371.
short-term output scenarios for multi-regional wind power based on
[7] ZHANG H X, LU Z X, HU W, et al. Coordinated optimal operation
conditional generative adversarial network[J]. Power System
of hydro-wind-solar integrated systems[J]. Applied Energy, 2019,
Technology, 2023, 47(1): 63–77.
242: 883–896.
[15] LI H, LIU P, GUO S L, et al. Long-term complementary operation of
[8] 李夫刚, 李夫海, 琚承乾, 等. 新能源不确定性表征方法及关键技术
a large-scale hydro-photovoltaic hybrid power plant using explicit
问题研究现状、挑战及展望 [J]. 电力系统保护与控制, 2025,
stochastic optimization[J]. Applied Energy, 2019, 238: 863–875.
53(15): 172–187.
[16] ZHANG Y, CHENG C T, CAO R, et al. Multivariate probabilistic
LI Fugang, LI Fuhai, JU Chengqian, et al. Methods for characterizing
forecasting and its performance's impacts on long-term dispatch of
renewable energy uncertainty and key technical issues: research
status, challenges, and prospects[J]. Power System Protection and hydro-wind hybrid systems[J]. Applied Energy, 2021, 283: 116243.
Control, 2025, 53(15): 172–187. [17] LIN M K, SHEN J J, CHENG C T, et al. Long-term multi-objective
[9] 黎静华, 骆怡辰, 杨舒惠, 等. 可再生能源电力不确定性预测方法综 optimal scheduling for large cascaded hydro-wind-photovoltaic
述 [J]. 高电压技术, 2021, 47(4): 1144–1155. complementary systems considering short-term peak-shaving
LI Jinghua, LUO Yichen, YANG Shuhui, et al. Review of demands[J]. Energy Conversion and Management, 2024, 301:
uncertainty forecasting methods for renewable energy power[J]. High 118063.
Voltage Engineering, 2021, 47(4): 1144–1155. [18] 曹辉, 牟长兴, 杨钰琪, 等. 多重不确定性下水风光多能互补长期优
[10] 文四海, 鲜跃生, 韩杨, 等. 融合风光出力场景生成的综合能源系统 化调度方法 [J]. 人民长江, 2024, 55(9): 26–34.
主从博弈运行优化策略 [J]. 中国电力, 2025, 58(11): 72–87. CAO Hui, MU Changxing, YANG Yuqi, et al. A long-term

45