Estimation of Islanding Events in Utility Distribution Grid With Renewable Energy Using Current Variations and Stockwell Transform

被引:4
|
作者
Mahela, Om Prakash [1 ]
Sharma, Yagya [2 ]
Ali, Shoyab [2 ]
Khan, Baseem [3 ]
Padmanaban, Sanjeevikumar [4 ]
机构
[1] Rajasthan Rajya Vidyut Prasaran Nigam Ltd, Power Syst Planning Div, Jaipur 302005, Rajasthan, India
[2] Vedant Coll Engn & Technol, Dept Elect Engn, Bundi 323021, India
[3] Hawassa Univ, Dept Elect & Comp Engn, Hawassa 1530, Ethiopia
[4] Aarhus Univ, Dept Business Dev & Technol, CTiF Global Capsule, DK-7400 Herning, Denmark
关键词
Islanding; Transforms; Renewable energy sources; Signal to noise ratio; Reactive power; Circuit faults; Wind power generation; Distribution grid; islanding event; renewable energy; Stockwell transform; POWER QUALITY ASSESSMENT; DISTRIBUTION NETWORK; SYSTEM; INVERTER;
D O I
10.1109/ACCESS.2021.3078315
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This research work has designed an algorithm to identify islanding events using the current signals in a distribution grid interfaced with renewable energy (RE) sources situated in remote areas. A median-based islanding recognition factor (MIRF) is designed by processing the current signal using Stockwell transform (ST). A current rate of change of islanding recognition factor (CRCIRF) is computed by differentiating the root mean square (RMS) current concerning time. The MIRF and CRCIRF are multiplied element by element to calculate the current-based islanding recognition factor (IRFC) used to recognize islanding events and non-islanding events. Simple decision rules are used to discriminate Islanding events from the faulty and the operational events by comparing peak magnitude of IRFC with pre-set threshold values. This IDM effectively recognizes islanding events in the presence of noise with 10 dB signal-to-noise ratio (SNR) level. The performance of IDM is established on a practical distribution feeder. Developed work is executed in MATLAB/Simulink.
引用
收藏
页码:69798 / 69813
页数:16
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    [J]. IEEE SYSTEMS JOURNAL, 2022, 16 (01): : 166 - 175
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  • [5] Detection of Power Quality Disturbances in the Utility Grid using Stockwell Transform
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