Physics-Aware Neural Networks for Distribution System State Estimation

Ahmed Samir Zamzam; Nicholas D. Sidiropoulos

doi:10.1109/tpwrs.2020.2988352

Physics-Aware Neural Networks for Distribution System State Estimation

IEEE Transactions on Power Systems ◽

10.1109/tpwrs.2020.2988352 ◽

2020 ◽

Vol 35 (6) ◽

pp. 4347-4356 ◽

Cited By ~ 2

Author(s):

Ahmed Samir Zamzam ◽

Nicholas D. Sidiropoulos

Keyword(s):

Neural Networks ◽

State Estimation ◽

Distribution System ◽

System State

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Distribution System State Estimation Via Data-Driven and Physics-Aware Deep Neural Networks

2019 IEEE Data Science Workshop (DSW) ◽

10.1109/dsw.2019.8755581 ◽

2019 ◽

Author(s):

Liang Zhang ◽

Gang Wang ◽

Georgios B. Giannakis

Keyword(s):

Neural Networks ◽

State Estimation ◽

Distribution System ◽

Deep Neural Networks ◽

Data Driven ◽

System State

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Enhancement of Distribution System State Estimation Using Pruned Physics-Aware Neural Networks

2021 IEEE Madrid PowerTech ◽

10.1109/powertech46648.2021.9494950 ◽

2021 ◽

Author(s):

Minh-Quan Tran ◽

Ahmed S. Zamzam ◽

Phuong H. Nguyen

Keyword(s):

Neural Networks ◽

State Estimation ◽

Distribution System ◽

System State

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Smart Meter Based Two-Layer Distribution System State Estimation in Unbalanced MV/LV Networks

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2021.3079267 ◽

2021 ◽

pp. 1-1

Author(s):

Maman Ahmad Khan ◽

Barry Hayes

Keyword(s):

State Estimation ◽

Distribution System ◽

Smart Meter ◽

System State

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Active Distribution System State Estimation: Comparison Between Weighted Least Squares and Extended Kalman Filter Algorithms

2020 IEEE PES/IAS PowerAfrica ◽

10.1109/powerafrica49420.2020.9219899 ◽

2020 ◽

Author(s):

Jeff Kimasere Watitwa ◽

Kehinde O. Awodele

Keyword(s):

Kalman Filter ◽

Least Squares ◽

State Estimation ◽

Extended Kalman Filter ◽

Distribution System ◽

Weighted Least Squares ◽

System State ◽

Active Distribution System ◽

Filter Algorithms

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ADVANCED DISTRIBUTION SYSTEM STATE ESTIMATION IN MULTI‐AREA ARCHITECTURES

Advances in Electric Power and Energy ◽

10.1002/9781119480402.ch11 ◽

2020 ◽

pp. 329-374

Author(s):

Marco Pau ◽

Paolo Attilio Pegoraro ◽

Ferdinanda Ponci ◽

Sara Sulis

Keyword(s):

State Estimation ◽

Distribution System ◽

System State

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Real-Time Power System State Estimation and Forecasting via Deep Unrolled Neural Networks

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2019.2926023 ◽

2019 ◽

Vol 67 (15) ◽

pp. 4069-4077 ◽

Cited By ~ 16

Author(s):

Liang Zhang ◽

Gang Wang ◽

Georgios B. Giannakis

Keyword(s):

Neural Networks ◽

Power System ◽

State Estimation ◽

Real Time ◽

System State ◽

Power System State Estimation

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A load modeling algorithm for distribution system state estimation

2001 IEEE/PES Transmission and Distribution Conference and Exposition Developing New Perspectives (Cat No 01CH37294) TDC-01 ◽

10.1109/tdc.2001.971216 ◽

2002 ◽

Cited By ~ 12

Author(s):

Haibin Wang ◽

N.N. Schulz

Keyword(s):

State Estimation ◽

Distribution System ◽

System State ◽

Load Modeling ◽

Modeling Algorithm

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Modelling of pseudo-measurements for distribution system state estimation

CIRED Seminar 2008: SmartGrids for Distribution ◽

10.1049/ic:20080447 ◽

2008 ◽

Cited By ~ 20

Author(s):

E. Manitsas ◽

R. Singh ◽

B. Pal ◽

G. Strbac

Keyword(s):

State Estimation ◽

Distribution System ◽

System State

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Bad data detection, identification and correction in distribution system state estimation based on PMUs

Electrical Engineering ◽

10.1007/s00202-021-01406-2 ◽

2021 ◽

Author(s):

Bráulio César de Oliveira ◽

Igor D. Melo ◽

Matheus A. Souza

Keyword(s):

State Estimation ◽

Distribution System ◽

Data Detection ◽

System State ◽

Bad Data Detection ◽

Bad Data

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Distribution system state estimation considering the uncertainty of DG output

2017 IEEE Conference on Energy Internet and Energy System Integration (EI2) ◽

10.1109/ei2.2017.8245340 ◽

2017 ◽

Cited By ~ 1

Author(s):

Qian Liu ◽

Lei Ding ◽

Xiaohui Wang ◽

Yadong Gao ◽

Fei Jin ◽

...

Keyword(s):

State Estimation ◽

Distribution System ◽

System State

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