Optimal utilisation of PMU measurements in power system hybrid state estimators

被引:8
|
作者
Dubey, Anamika [1 ]
Chakrabarti, Saikat [1 ]
Sharma, Ankush [1 ]
Terzija, Vladimir [2 ]
机构
[1] Indian Inst Technol Kanpur, Dept Elect Engn, Kanpur, Uttar Pradesh, India
[2] Univ Manchester, Sch Elect & Elect Engn, Manchester M13 9PL, Lancs, England
关键词
quadratic programming; state estimation; linear programming; phasor measurement; power system measurement; power grids; power system state estimation; optimisation; IEEE standards; power system stability; optimal utilisation; PMU measurements; power system hybrid state estimators; state estimator; power system states; available measurement; minimisation problem; weighted least squares method; conventional optimisation methods; optimisation-based conventional methods; inequality constraints; nonlinear constrained optimisation problems; sequential quadratic programming algorithm; SQP; large-scale nonlinear programming problems; hybrid measurement configuration; phasor measurement units; conventional measurement devices; IEEE 118 bus test system; Indian northern region power grid-246 bus system; PHASOR MEASUREMENTS;
D O I
10.1049/iet-gtd.2019.0010
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A state estimator provides power system states by minimising the difference between the available measurement set and expected measurements. This minimisation problem is solved using the weighted least squares method or conventional optimisation methods. Most of the optimisation-based conventional methods used for power system state estimation are based on derivative approaches. These traditional methods suffer from problems such as the complication in handling inequality constraints, slow convergence etc. Non-linear constrained optimisation problems can be efficiently solved by the sequential quadratic programming (SQP) algorithm. SQP can be applied to small as well as large-scale non-linear programming problems having a large number of constraints. In the proposed algorithm, hybrid measurement configuration, consisting of measurements from phasor measurement units as well as conventional measurement devices, is used and applied on IEEE 14 bus, IEEE 118 bus test system and Indian northern region power grid-246 bus system.
引用
收藏
页码:4978 / 4986
页数:9
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