Article_journal

Multi-Time-Scale Shapelet Based Feature Extraction for Non-Intrusive Load Monitoring
The performance of non-intrusive load monitoring (NILM) system is closely related to the uniqueness and comprehensiveness of the load …
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Multi-Time-Scale Shapelet Based Feature Extraction for Non-Intrusive Load Monitoring
Privacy-preserving demand response of aggregated residential load
The randomness, dispersion, and small capacity of residential load make it difficult to participate in incentive-based demand response. …
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Privacy-preserving demand response of aggregated residential load
Scalable multi-site photovoltaic power forecasting based on stream computing
Photovoltaic (PV) is essential for global carbon neutrality, it is imperative to forecast PV generation accurately for power operation. …
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Scalable multi-site photovoltaic power forecasting based on stream computing
基于物理信息神经网络的同步发电机建模
采用物理机理建立的同步发电机模型在表达发电机真实的非线性特性方面存在不足，电力系统正在不断研究和采纳新的同步发电机模型以增强模型的准确性。数据驱动模型具有更强的非线性表达能力，但在同步发电机建模实际应用中面临着模型泛化性不强和所需数据量大等问题。为克服上述问题，该文结合 …
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基于物理信息神经网络的同步发电机建模
Online Tracking of Small-Signal Stability Rightmost Eigenvalue Based on Reference Point
Machine learning technologies have been applied to improve the real-time performance of small-signal stability assessment, while …
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Online Tracking of Small-Signal Stability Rightmost Eigenvalue Based on Reference Point
基于储能的风电机组故障电压穿越自适应协调控制
为解决风电机组故障电压穿越所需储能容量大的问题，保证机组并网稳定性，提出一种基于储能的风电机组电压穿越自适应协调控制方法。所提控制方法在风电机组并网公共连接点处配置储能，根据储能与转子调节功率余量，引入自适应协调系数，实时分配储能补偿功率与转子惯性调节功率，实现风电机组 …
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基于储能的风电机组故障电压穿越自适应协调控制
Robust Transient Stability Emergency Control Considering Wind Power Uncertainties
Transient stability emergency control (TSEC) enhances power system transient stability during large disturbances but faces challenges …
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Robust Transient Stability Emergency Control Considering Wind Power Uncertainties
考虑用户行为的居民空调负荷需求响应
居民侧需求响应是保持电力系统源荷供需平衡的重要补充手段，但用户行为的不确定性导致难以实现需求响应的精准控制。以居民空调负荷为研究对象，建立了完整的需求响应分布式控制模型，提出了针对空调负荷未知性、多变性问题的解决方案。首先将需求响应中的负荷控制建模为一个多周期随机过程， …
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考虑用户行为的居民空调负荷需求响应
计及超短期预测误差的风储系统跟踪计划出力控制策略
在计划跟踪模式下，为最大化风储系统出力的经济效益，提出风储系统的协调控制方法。首先，基于超短期功率预 测，以风电场总收益最大为目标，建立风储系统跟踪计划出力的控制模型；然后，利用超短期功率预测数据和历史实际功率数据，建立基于小波变换和序列到序列（sequence to …
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计及超短期预测误差的风储系统跟踪计划出力控制策略
Impact of demand side management on the operational cost of microgrids using ABC algorithm
Self-sustaining microgrids (MG) are now possible due to the integration of renewable energy and communication technology in utility. It …
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Impact of demand side management on the operational cost of microgrids using ABC algorithm