有限量测下基于频率耦合程度的惯性中心频率监测方法OA
A frequency coupling-based center-of-inertia frequency monitoring method under limited measurements
针对惯性中心(center of inertia,COI)频率监测依赖全网相量测量单元(phasor measurement unit,PMU)成本高且单点测量精度不稳定的问题,提出一种有限量测下的COI频率监测方法.基于网络拓扑、电气距离及发电机惯量参数,引入频率耦合程度指标,构建监测节点筛选模型.在给定监测规模下遍历节点组合,选取耦合度最优的节点集,采用引入Tikhonov正则化的最小二乘方法对权重系数进行求解.进一步建立兼顾监测精度与PMU部署成本的双层优化框架,下层实现最优组合寻优,上层通过归一化目标函数权衡精度与成本,确定最优监测规模,最终输出全局最优监测节点组合.改进 IEEE39 节点系统仿真结果表明,所选节点方案实现了性能与经济性的最佳折中,在多种负荷扰动和切机扰动下均能高精度监测COI频率.
To address the high deployment cost of full-network phasor measurement units(PMUs)and the instability of single-point measurement accuracy in center-of-inertia(COI)frequency monitoring,this paper proposes a COI frequency monitoring method under limited measurements.Based on the network topology,electrical distance,and generator inertia parameters,a frequency coupling index is defined to formulate a monitoring node selection model.For a given monitoring scale,all candidate node combinations are evaluated,and the node set with the minimum coupling index is selected.The corresponding weighting coefficients are identified using a least-squares method with Tikhonov regularization.Furthermore,a bi-level optimization framework is developed to coordinate monitoring accuracy and PMU deployment cost.Specifically,the lower-level optimization determines the optimal node combination,while the upper-level optimization identifies the optimal monitoring scale through a normalized objective function by balancing accuracy and cost,ultimately yielding the globally optimal PMU deployment scheme.Simulation results on a modified IEEE 39-bus system demonstrate that the proposed scheme achieves the best tradeoff between monitoring performance and economic efficiency,while providing accurate COI frequency estimation under various load disturbances and generator-tripping conditions.
周鹏;潘学萍;郭金鹏;顾雨嘉;孙晓荣;魏永凯
河海大学电气与动力工程学院,江苏 南京 211100河海大学电气与动力工程学院,江苏 南京 211100河海大学电气与动力工程学院,江苏 南京 211100国网宁夏电力有限公司电力科学研究院,宁夏 银川 750001河海大学电气与动力工程学院,江苏 南京 211100河海大学电气与动力工程学院,江苏 南京 211100
惯性中心频率有限量测相量测量装置频率耦合程度双层优化
center-of-inertia frequencylimited measurementsphasor measurement unitfrequency couplingbi-level optimization
《电力系统保护与控制》 2026 (16)
58-68,11
This work is supported by the National Natural Science Foundation of China(No.52407094 and No.52477089). 国家自然科学基金项目资助(52407094,52477089)内蒙古自治区通辽市科技"突围"项目资助(TL2025TW003)
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