Robust Data-Driven Sparse Estimation of Distribution Factors Considering PMU Data Quality and Renewable Energy Uncertainty - Part II: Scalability and Applications

Liang, Yingqi; Zhao, Junbo; Kumar, Dhivya Sampath; Ye, Ketian; Srinivasan, Dipti

doi:10.1109/tpwrs.2022.3218473

Robust Data-Driven Sparse Estimation of Distribution Factors Considering PMU Data Quality and Renewable Energy Uncertainty - Part II: Scalability and Applications

Journal Article · 01 September 2023 · IEEE Transactions on Power Systems

DOI:https://doi.org/10.1109/tpwrs.2022.3218473· OSTI ID:2424821

^[1]; ^[2]; Kumar, Dhivya Sampath ^[3]; ^[2]; ^[1]

Department of Electrical and Computer Engineering, National University of Singapore, Singapore
Department of Electrical and Computer Engineering, University of Connecticut, Storrs, CT, USA
Engineering Cluster, Singapore Institute of Technology, Singapore

Not provided.

Research Organization:: Univ. of Connecticut, Storrs, CT (United States)

Sponsoring Organization:: USDOE

OSTI ID:: 2424821

Journal Information:: IEEE Transactions on Power Systems, Journal Name: IEEE Transactions on Power Systems Journal Issue: 5 Vol. 38; ISSN 0885-8950

Publisher:: IEEE

Country of Publication:: United States

Language:: English

References (21)

Measurement-Based Estimation of Linear Sensitivity Distribution Factors and Applications Chen, Yu Christine; Dominguez-Garcia, Alejandro D.; Sauer, Peter W. IEEE Transactions on Power Systems, Vol. 29, Issue 3 https://doi.org/10.1109/TPWRS.2013.2292370	journal	May 2014
Mitigation of Subsynchronous Interactions in Hybrid AC/DC Grid With Renewable Energy Using Faster-Than-Real-Time Dynamic Simulation Cao, Shiqi; Lin, Ning; Dinavahi, Venkata IEEE Transactions on Power Systems, Vol. 36, Issue 1 https://doi.org/10.1109/TPWRS.2020.2984732	journal	January 2021
Practical Adoption of Cloud Computing in Power Systems—Drivers, Challenges, Guidance, and Real-World Use Cases Zhang, Song; Pandey, Amritanshu; Luo, Xiaochuan IEEE Transactions on Smart Grid, Vol. 13, Issue 3 https://doi.org/10.1109/TSG.2022.3148978	journal	May 2022
Identifying Security Vulnerabilities in Electricity Market Operations Induced by Weakly Detectable Network Parameter Errors Lin, Yuzhang; Abur, Ali; Xu, Hanchen IEEE Transactions on Industrial Informatics, Vol. 17, Issue 1 https://doi.org/10.1109/TII.2020.3007424	journal	January 2021
Robust Data-Driven Sparse Estimation of Distribution Factors Considering PMU Data Quality and Renewable Energy Uncertainty - Part I: Theory Liang, Yingqi; Zhao, Junbo; Kumar, Dhivya Sampath IEEE Transactions on Power Systems, Vol. 38, Issue 5 https://doi.org/10.1109/TPWRS.2022.3218470	journal	September 2023
DCOPF-Based LMP Simulation: Algorithm, Comparison With ACOPF, and Sensitivity Li, Fangxing; Bo, Rui IEEE Transactions on Power Systems, Vol. 22, Issue 4 https://doi.org/10.1109/TPWRS.2007.907924	journal	November 2007
Cyber-Vulnerability Analysis for Real-Time Power Market Operation Zhang, Qiwei; Li, Fangxing IEEE Transactions on Smart Grid, Vol. 12, Issue 4 https://doi.org/10.1109/TSG.2021.3066398	journal	July 2021
Fast Newton-Raphson Power Flow Analysis Based on Sparse Techniques and Parallel Processing Ahmadi, Afshin; Smith, Melissa C.; Collins, Edward R. IEEE Transactions on Power Systems, Vol. 37, Issue 3 https://doi.org/10.1109/TPWRS.2021.3116182	journal	May 2022
Parallel Coordinate Descent Newton Method for Efficient $L_{1}$ -Regularized Loss Minimization Bian, Yatao An; Li, Xiong; Liu, Yuncai IEEE Transactions on Neural Networks and Learning Systems, Vol. 30, Issue 11 https://doi.org/10.1109/TNNLS.2018.2889976	journal	November 2019
GPU-Based Fast Decoupled Power Flow With Preconditioned Iterative Solver and Inexact Newton Method Li, Xue; Li, Fangxing; Yuan, Haoyu IEEE Transactions on Power Systems, Vol. 32, Issue 4 https://doi.org/10.1109/TPWRS.2016.2618889	journal	July 2017
Regression Shrinkage and Selection Via the Lasso Tibshirani, Robert Journal of the Royal Statistical Society: Series B (Methodological), Vol. 58, Issue 1 https://doi.org/10.1111/j.2517-6161.1996.tb02080.x	journal	January 1996
Multicores in Cloud Computing: Research Challenges for Applications Wang, Lizhe; Tao, Jie; Von Laszewski, Gregor Journal of Computers, Vol. 5, Issue 6 https://doi.org/10.4304/jcp.5.6.958-964	journal	June 2010
Fast Security-Constrained Optimal Power Flow Through Low-Impact and Redundancy Screening Weinhold, Richard; Mieth, Robert IEEE Transactions on Power Systems, Vol. 35, Issue 6 https://doi.org/10.1109/TPWRS.2020.2994764	journal	November 2020
A Sparse Representation Approach to Online Estimation of Power System Distribution Factors Chen, Yu Christine; Dominguez-Garcia, Alejandro D.; Sauer, Peter W. IEEE Transactions on Power Systems, Vol. 30, Issue 4 https://doi.org/10.1109/TPWRS.2014.2356399	journal	July 2015
Coordinate descent algorithms for lasso penalized regression Wu, Tong Tong; Lange, Kenneth The Annals of Applied Statistics, Vol. 2, Issue 1 https://doi.org/10.1214/07-AOAS147	journal	March 2008
Real-Time Market Concept Architecture for EcoGrid EU—A Prototype for European Smart Grids Ding, Yi; Pineda, Salvador; Nyeng, Preben IEEE Transactions on Smart Grid, Vol. 4, Issue 4 https://doi.org/10.1109/TSG.2013.2258048	journal	December 2013
Role of Distribution Factors in Congestion Revenue Rights Applications Liu, M.; Gross, G. IEEE Transactions on Power Systems, Vol. 19, Issue 2 https://doi.org/10.1109/TPWRS.2004.826708	journal	May 2004
Two Efficient and Reliable Power-Flow Methods With Seventh Order of Convergence Tostado-Veliz, Marcos; Kamel, Salah; Jurado, Francisco IEEE Systems Journal, Vol. 15, Issue 1 https://doi.org/10.1109/JSYST.2020.3004667	journal	March 2021
Stochastic methods for l ₁ regularized loss minimization Shalev-Shwartz, Shai; Tewari, Ambuj Proceedings of the 26th Annual International Conference on Machine Learning https://doi.org/10.1145/1553374.1553493	conference	June 2009
Robust adaptive Lasso for variable selection Zheng, Qi; Gallagher, Colin; Kulasekera, K. B. Communications in Statistics - Theory and Methods, Vol. 46, Issue 9 https://doi.org/10.1080/03610926.2015.1019138	journal	March 2016
The Adaptive Lasso and Its Oracle Properties Zou, Hui Journal of the American Statistical Association, Vol. 101, Issue 476 https://doi.org/10.1198/016214506000000735	journal	December 2006

Similar Records

Robust System Separation Strategy Considering Online Wide-Area Coherency Identification and Uncertainties of Renewable Energy Sources

Journal Article · 2020 · IEEE Transactions on Power Systems · OSTI ID:1665961

Related Subjects

Engineering

Robust Data-Driven Sparse Estimation of Distribution Factors Considering PMU Data Quality and Renewable Energy Uncertainty - Part II: Scalability and Applications

Citation Formats

References (21)

Similar Records

Related Subjects