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- W3135512962 abstract "Ever-increasing energy demands and limited right of way over land motivates the adoption of six-phase power transmission. However, the wider recognition of six-phase transmission necessitates the development of a reliable protection system. Soaring assimilation of non-linear loads has complicated the protection task due to the intrusion of harmonics. This work aims at imparting necessary protection to six-phase transmission systems with immunity against harmonics. The issue pertaining to harmonics and sensor noise-induced non-linearity in the signal being fed to the protective relays has been addressed by modelling the current–voltage profile using a non-linear autoregression approach. Conventional relays are known to malfunction during non-linear loading and noisy measurement. In this context, an adaptive window-based approach has been employed to capture the non-linear dynamics, followed by mapping the model coefficients with the state of the six-phase system using decision trees. The inclusion of parameters in the non-linear auto regressive model for representing harmonic intrusion and noise imparts necessary robustness to the proposed protection scheme against non-linear loading and noisy sensor measurement. The appropriateness of the non-linear autoregression-based scheme has been tested for varying fault scenarios by considering wide variation in the fault attributes, non-linear loading, and noise level in the sensor measurement." @default.
- W3135512962 created "2021-03-15" @default.
- W3135512962 creator A5015426322 @default.
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- W3135512962 date "2020-12-20" @default.
- W3135512962 modified "2023-10-16" @default.
- W3135512962 title "Protection of six-phase transmission line using recursive estimation of non-linear autoregression model coefficients and decision tree" @default.
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- W3135512962 doi "https://doi.org/10.1049/iet-smt.2019.0282" @default.
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