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考虑抽水蓄能变速机组的水-风-光-储短期调度策略
Short-term scheduling strategies for hydro-wind-solar-storage considering variable-speed unit of pumped storage
| 作者 | Huan Wang · Shengli Liao · Chuntian Cheng · Benxi Liu · Zhou Fang · Huijun Wu |
| 期刊 | Applied Energy |
| 出版日期 | 2025年1月 |
| 卷/期 | 第 377 卷 |
| 技术分类 | 光伏发电技术 |
| 技术标签 | 风光储 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | Modeling SHWSSCMM to address the shortage of flexibility and management of PSHP. |
语言:
中文摘要
摘要 抽水蓄能电站(PSHP)因其独特的双向调节能力,能够有效弥补传统水-风-光互补系统调节能力不足的问题。然而,清洁能源出力的不确定性、传统定速机组的固有缺陷以及对机组启停计划的忽视,给抽水蓄能电站的高效运行带来了显著挑战。为应对上述挑战,本文构建了一种考虑变速机组(VSU)策略及抽水蓄能电站最小启机台数原则的水-风-光-抽水蓄能混合能源系统短期协同调度模型(SHWSSCMM)。首先,提出以最小化启机台数为目标,结合最小化负荷峰谷差和最大化发电收益,共同构成SHWSSCMM的多目标函数,在追求削峰填谷效果的同时,保留足够的可调机组以响应电网紧急需求。其次,基于变速机组的运行特性,制定根据负荷波动实时调整抽水功率的策略,并将其数学化为SHWSSCMM中的约束条件,显著提升了抽水蓄能电站的运行灵活性。最后,为刻画可再生能源的不确定性,将虚拟电厂策略、拉丁超立方采样与向后削减算法相结合,融入SHWSSCMM中,生成符合历史统计特征的确定性场景作为输入条件。省级电网的实际案例表明,SHWSSCMM能够有效降低日前负荷的峰谷差,平均提升负荷率11%,减少启机台数3台,保障了输电系统运营商(TSO)的安全稳定运行。
English Abstract
Abstract A pumped storage hydropower plant (PSHP) effectively counteracts the inadequate regulation of traditional hydro-wind-solar complementary systems because of its unique bidirectional regulating capacity. However, the uncertainty of clean energy, the defects of traditional fixed-speed units, and the neglect of unit commitment pose considerable challenges to the efficient operation of PSHPs. To overcome these challenges, a short-term co-scheduling model for hydro-wind-solar-PSHP hybrid energy system (SHWSSCMM) considering the variable-speed unit (VSU) strategy and the principle of minimum number of units started for the PSHP is constructed. First, the objective of minimizing the number of units started is proposed, which, together with minimizing the peak-valley difference and maximizing the power generation revenue, forms the multi-objective of the SHWSSCMM while pursuing the peak shaving effect and preserving certain available units to respond to emergency grid requirements. Second, based on the VSU characteristics, the strategy of real-time adjusting the pumping power based on load fluctuations is formulated and mathematized into a constraint of the SHWSSCMM, significantly improving the flexibility of the PHSP. Finally, to capture the uncertainty of renewable energy, the combination of virtual plant strategy, Latin hypercube sampling and backward reduction algorithms are absorbed into the SHWSSCMM to generate deterministic scenarios conforming with historical characteristics as input factors. The practical case of the provincial power grid shows that SHWSSCMM can effectively reduce the large peak-valley difference in the day-ahead load, increase the load rate by an average of 11 % and scale back the number of units started by 3, guaranteeing the safe and stable operation of the transmission system operators (TSO).
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SunView 深度解读
该研究对阳光电源储能系统具有重要价值。变速抽水蓄能机组的实时功率调节策略可借鉴至ST系列PCS的双向变流控制,提升PowerTitan储能系统在风光水储混合场景下的灵活调节能力。多目标优化中的削峰填谷与机组启停最小化思想,可融入iSolarCloud平台的智能调度算法,优化储能系统充放电策略。拉丁超立方采样处理新能源不确定性的方法,可增强GFM/VSG控制策略在弱电网场景的鲁棒性,为构建源网荷储协同优化解决方案提供理论支撑。