智慧电力2024,Vol.52Issue(6) :92-99.

考虑负荷状态提取与分时电价的需求侧能源调度策略

Demand Side Energy Dispatch Strategy Considering Load State Extraction and Time-of-Use Tariffs

王锦浩 姚磊 田颖 王景霞
智慧电力2024,Vol.52Issue(6) :92-99.

考虑负荷状态提取与分时电价的需求侧能源调度策略

Demand Side Energy Dispatch Strategy Considering Load State Extraction and Time-of-Use Tariffs

王锦浩 1姚磊 1田颖 1王景霞1
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作者信息

  • 1. 上海理工大学机械工程学院,上海 200093
  • 折叠

摘要

分布式电源接入电网容易导致电网电压暂降、波动与闪变、电压越限等电能质量问题,而提高需求侧能源响应能力可以有效提高电网的稳定运行.提出了1种考虑负荷状态提取与分时电价的需求侧能源调度策略.首先,利用非侵入式负荷识别技术对投入使用的负荷工作状态进行分解,获得投入负荷的能源损耗情况;其次,考虑当日分时电价信息,建立需求侧能源消费支出最小和电器设备使用满意度最高的能源优化调度策略;最后,选用UK-DALE数据集进行PMAM模型的仿真分析,通过CPLEX对模型进行求解.仿真结果表明,采用该策略可以节省能源消费,有利于提高需求侧能源响应能力.

Abstract

Distributed generation access to the power grid is easy to result in power quality problems,such as grid voltage sag,fluctuation and flicker,and voltage over-limit.Improving the demand-side energy response capability can effectively improve the stable operation of power grid.The demand side energy scheduling strategy that considers load state extraction and time-sharing tariff is proposed.Firstly,non-intrusive load identification technology is employed to decompose the working state of the loads that are put into use and obtain the energy loss of input loads.Secondly,the energy optimization scheduling strategy with the minimum demand side energy consumption expenditure and the highest satisfaction with the use of electrical equipment is established by taking into account the time-sharing tariff information of the day.Finally,the UK-DALE data set is selected for the simulation analysis of PMAM model which is solved by CPLEX.The simulation results demonstrate that the strategy can reduce energy consumption and enhance the demand side energy response capability.

关键词

负荷特征提取/分时电价/能源管理系统/优化调度/并行多尺度注意力机制

Key words

load characteristics extraction/time-of-use electricity price/energy management system/optimized scheduling/parallel multiscale attention mechanisms

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基金项目

国家自然科学基金(52307064)

出版年

2024
智慧电力
陕西省电力公司

智慧电力

CSTPCDCSCD北大核心
影响因子:0.831
ISSN:1673-7598
参考文献量29
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