Pseudo-Dynamic Network Modeling for PMU-Based State Estimation of Hybrid AC/DC Grids
This paper presents a PMU-based state estimation (SE) algorithm that uses a pseudo-dynamic network modeling approach. The pseudo-dynamic network model combines different equations with static network equations. Then it applies the weighted least squares algorithm to solve an over-determined least sq...
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doaj-5ad8da9f2f2a43629ca41d24ea83f2812021-03-29T20:29:21ZengIEEEIEEE Access2169-35362018-01-0164006401610.1109/ACCESS.2017.27771858119486Pseudo-Dynamic Network Modeling for PMU-Based State Estimation of Hybrid AC/DC GridsWei Li0https://orcid.org/0000-0002-2845-8043Luigi Vanfretti1Joe H. Chow2Department of Electric Power and Energy Systems, KTH Royal Institute of Technology, Stockholm, SwedenDepartment of Electrical, Computer, and Systems Engineering, Rensselaer Polytechnic Institute, Troy, NY, USADepartment of Electrical, Computer, and Systems Engineering, Rensselaer Polytechnic Institute, Troy, NY, USAThis paper presents a PMU-based state estimation (SE) algorithm that uses a pseudo-dynamic network modeling approach. The pseudo-dynamic network model combines different equations with static network equations. Then it applies the weighted least squares algorithm to solve an over-determined least squares estimation problem. The proposed method can improve SE accuracy during both steady state and transient conditions without increasing the computational burden. In addition, the proposed modeling approach is applied to networks containing both a STATCOM and a voltage source converter-HVdc to demonstrate how to develop and apply a pseudo-dynamic SE model. Case studies aim to illustrate and verify the performance of the proposed method under steady state and transient conditions.https://ieeexplore.ieee.org/document/8119486/Pseudo-dynamicPMUstate estimationSTATCOMVSC-HVDC |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Wei Li Luigi Vanfretti Joe H. Chow |
spellingShingle |
Wei Li Luigi Vanfretti Joe H. Chow Pseudo-Dynamic Network Modeling for PMU-Based State Estimation of Hybrid AC/DC Grids IEEE Access Pseudo-dynamic PMU state estimation STATCOM VSC-HVDC |
author_facet |
Wei Li Luigi Vanfretti Joe H. Chow |
author_sort |
Wei Li |
title |
Pseudo-Dynamic Network Modeling for PMU-Based State Estimation of Hybrid AC/DC Grids |
title_short |
Pseudo-Dynamic Network Modeling for PMU-Based State Estimation of Hybrid AC/DC Grids |
title_full |
Pseudo-Dynamic Network Modeling for PMU-Based State Estimation of Hybrid AC/DC Grids |
title_fullStr |
Pseudo-Dynamic Network Modeling for PMU-Based State Estimation of Hybrid AC/DC Grids |
title_full_unstemmed |
Pseudo-Dynamic Network Modeling for PMU-Based State Estimation of Hybrid AC/DC Grids |
title_sort |
pseudo-dynamic network modeling for pmu-based state estimation of hybrid ac/dc grids |
publisher |
IEEE |
series |
IEEE Access |
issn |
2169-3536 |
publishDate |
2018-01-01 |
description |
This paper presents a PMU-based state estimation (SE) algorithm that uses a pseudo-dynamic network modeling approach. The pseudo-dynamic network model combines different equations with static network equations. Then it applies the weighted least squares algorithm to solve an over-determined least squares estimation problem. The proposed method can improve SE accuracy during both steady state and transient conditions without increasing the computational burden. In addition, the proposed modeling approach is applied to networks containing both a STATCOM and a voltage source converter-HVdc to demonstrate how to develop and apply a pseudo-dynamic SE model. Case studies aim to illustrate and verify the performance of the proposed method under steady state and transient conditions. |
topic |
Pseudo-dynamic PMU state estimation STATCOM VSC-HVDC |
url |
https://ieeexplore.ieee.org/document/8119486/ |
work_keys_str_mv |
AT weili pseudodynamicnetworkmodelingforpmubasedstateestimationofhybridacdcgrids AT luigivanfretti pseudodynamicnetworkmodelingforpmubasedstateestimationofhybridacdcgrids AT joehchow pseudodynamicnetworkmodelingforpmubasedstateestimationofhybridacdcgrids |
_version_ |
1724194740623114240 |