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考虑储能老化的光伏集成配电网电压管理协调式中央-本地控制策略
Coordinated central-local control strategy for voltage management in PV-integrated distribution networks considering energy storage degradation
| 作者 | Wenhu Tang · Yunlin Huang · Tong Qian · Cihang Wei · Jianzhong Wu |
| 期刊 | Applied Energy |
| 出版日期 | 2025年1月 |
| 卷/期 | 第 389 卷 |
| 技术分类 | 储能系统技术 |
| 技术标签 | 光伏逆变器 储能系统 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | A central-local coordinated voltage control framework using PV inverters is proposed. |
语言:
中文摘要
摘要 在光伏集成配电网中,利用光伏逆变器和电池储能系统(BESS)开发具有成本效益的电压控制策略正受到越来越多的关注。然而,储能系统通常在缓解光伏发电固有不确定性方面处于次要地位,且由于调度不当导致的电池维护和更换成本常常被忽视。为解决这一问题,本文提出了一种考虑储能循环寿命老化的光伏集成配电网电压管理协调式中央-本地控制策略。在该策略中,中央控制器基于配电网运营商(DSO)的需求,构建一个多阶段Wasserstein距离分布鲁棒优化问题。在本地控制层级,每个光伏逆变器通过中央控制器改进后的控制曲线调节无功功率输出,以应对快速的光伏功率波动。此外,电池更换成本按每次充/放电循环进行分摊,并纳入电压控制成本中,以评估短期调度对长期电池老化的影响。仿真结果表明,所提出的策略能够在中央层级根据所需的鲁棒性和经济性实现全局最优决策,同时确保BESS的合理调度,并最小化调度对电池寿命的影响。此外,该策略能够有效降低由光伏功率波动引起的电压偏差。
English Abstract
Abstract In PV-integrated distribution networks , there is increasing interest in developing cost-effective voltage control strategies that utilize PV inverters and battery energy storage systems (BESS). However, energy storage often plays a secondary role in mitigating the inherent uncertainty of PV generation, and the associated maintenance and replacement costs of batteries due to improper scheduling are frequently overlooked. To address this issue, this paper proposes a coordinated central-local control strategy for voltage management in PV-integrated distribution networks, incorporating the cycle life degradation of energy storage. In the proposed strategy, the central controller formulates a multi-stage Wasserstein-based distributionally robust optimization problem based on the requirements of the distribution system operator (DSO). In the local hierarchy, each PV inverter adjusts reactive power output via the control curves improved by the central controller to manage rapid PV fluctuations. Additionally, battery replacement costs are allocated per discharge/charge cycle and incorporated into voltage control costs to assess the impact of short-term scheduling on long-term battery degradation. Simulation results show that the proposed strategy achieves the global optimal decision according to the required robustness and economy in the central hierarchy, while ensuring appropriate scheduling of BESS and minimizing the impact of scheduling on battery lifespan. Furthermore, the proposed strategy can effectively reduce voltage deviations caused by PV fluctuations.
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SunView 深度解读
该协调控制策略对阳光电源ST系列储能变流器与SG系列光伏逆变器的协同优化具有重要价值。通过将电池循环寿命退化成本纳入调度决策,可优化PowerTitan储能系统的全生命周期经济性。中央-本地分层控制架构可集成至iSolarCloud平台,实现分布式光伏电站的无功电压协调管理。Wasserstein鲁棒优化方法为应对光伏出力不确定性提供新思路,可提升储能系统预测性维护能力,降低电池更换成本,增强配电网电压稳定性控制效果。