Application of non-intrusive polynomial chaos expansion in probabilistic power flow with truncated random variables

2016 International Conference on Probabilistic Methods Applied to Power Systems (PMAPS) ◽

10.1109/pmaps.2016.7764175 ◽

2016 ◽

Author(s):

F. Ni ◽

P. H. Nguyen ◽

J. F. G. Cobben ◽

J. Tang

Keyword(s):

Power Flow ◽

Polynomial Chaos ◽

Random Variables ◽

Polynomial Chaos Expansion ◽

Chaos Expansion ◽

Probabilistic Power Flow

Download Full-text

A Generalized Copula-Polynomial Chaos Expansion for Probabilistic Power Flow Considering Nonlinear Correlations of PV Injections

2020 52nd North American Power Symposium (NAPS) ◽

10.1109/naps50074.2021.9449783 ◽

2021 ◽

Author(s):

Ketian Ye ◽

Junbo Zhao ◽

Rui Yang ◽

Yingchen Zhang ◽

Xiaodong Liu

Keyword(s):

Power Flow ◽

Polynomial Chaos ◽

Polynomial Chaos Expansion ◽

Chaos Expansion ◽

Probabilistic Power Flow ◽

Nonlinear Correlations

Download Full-text

Probabilistic power flow analysis based on arbitrary polynomial chaos expansion of bus voltage phasor

International Transactions on Electrical Energy Systems ◽

10.1002/2050-7038.12315 ◽

2020 ◽

Vol 30 (5) ◽

Author(s):

Jirasak Laowanitwattana ◽

Sermsak Uatrongjit

Keyword(s):

Power Flow ◽

Polynomial Chaos ◽

Flow Analysis ◽

Polynomial Chaos Expansion ◽

Chaos Expansion ◽

Arbitrary Polynomial ◽

Power Flow Analysis ◽

Probabilistic Power Flow ◽

Bus Voltage

Download Full-text

Arbitrarily Sparse Polynomial Chaos Expansion for High-Dimensional Parametric Problems: Parametric and Probabilistic Power Flow as an Example

IEEE Systems Journal ◽

10.1109/jsyst.2021.3131479 ◽

2021 ◽

pp. 1-10

Author(s):

Danfeng Shen ◽

Hao Wu ◽

Bingqing Xia ◽

Deqiang Gan

Keyword(s):

Power Flow ◽

Polynomial Chaos ◽

Polynomial Chaos Expansion ◽

High Dimensional ◽

Chaos Expansion ◽

Sparse Polynomial ◽

Parametric Problems ◽

Sparse Polynomial Chaos Expansion ◽

Probabilistic Power Flow

Download Full-text

Basis-Adaptive Sparse Polynomial Chaos Expansion for Probabilistic Power Flow

IEEE Transactions on Power Systems ◽

10.1109/tpwrs.2016.2558622 ◽

2017 ◽

Vol 32 (1) ◽

pp. 694-704 ◽

Cited By ~ 47

Author(s):

Fei Ni ◽

Phuong H. Nguyen ◽

Joseph F. G. Cobben

Keyword(s):

Power Flow ◽

Polynomial Chaos ◽

Polynomial Chaos Expansion ◽

Chaos Expansion ◽

Sparse Polynomial ◽

Sparse Polynomial Chaos Expansion ◽

Probabilistic Power Flow

Download Full-text

Probabilistic power flow analysis based on arbitrary polynomial chaos expansion for networks with uncertain renewable sources

IEEJ Transactions on Electrical and Electronic Engineering ◽

10.1002/tee.22737 ◽

2018 ◽

Vol 13 (12) ◽

pp. 1754-1759 ◽

Cited By ~ 5

Author(s):

Jirasak Laowanitwattana ◽

Sermsak Uatrongjit

Keyword(s):

Power Flow ◽

Polynomial Chaos ◽

Flow Analysis ◽

Polynomial Chaos Expansion ◽

Chaos Expansion ◽

Renewable Sources ◽

Arbitrary Polynomial ◽

Power Flow Analysis ◽

Probabilistic Power Flow

Download Full-text

Probabilistic Power Flow Analysis Based on Partial Least Square and Arbitrary Polynomial Chaos Expansion

IEEE Transactions on Power Systems ◽

10.1109/tpwrs.2021.3099110 ◽

2021 ◽

pp. 1-1

Author(s):

Jirasak Laowanitwattana ◽

Sermsak Uatrongjit

Keyword(s):

Power Flow ◽

Polynomial Chaos ◽

Flow Analysis ◽

Polynomial Chaos Expansion ◽

Partial Least Square ◽

Least Square ◽

Chaos Expansion ◽

Arbitrary Polynomial ◽

Power Flow Analysis ◽

Probabilistic Power Flow

Download Full-text

Basis-adaptive sparse polynomial chaos expansion for probabilistic power flow

2017 IEEE Manchester PowerTech ◽

10.1109/ptc.2017.7981029 ◽

2017 ◽

Author(s):

Fei Ni ◽

Phuong H. Nguyen ◽

Joseph F.G. Cobben

Keyword(s):

Power Flow ◽

Polynomial Chaos ◽

Polynomial Chaos Expansion ◽

Chaos Expansion ◽

Sparse Polynomial ◽

Sparse Polynomial Chaos Expansion ◽

Probabilistic Power Flow

Download Full-text

Solving Probabilistic Power Flow with Wind Generation by Polynomial Chaos Expansion Method from the Perspective of Parametric Problems

2020 IEEE Power & Energy Society General Meeting (PESGM) ◽

10.1109/pesgm41954.2020.9281771 ◽

2020 ◽

Author(s):

Danfeng Shen ◽

Hao Wu ◽

Lu Liu ◽

Deqiang Gan

Keyword(s):

Power Flow ◽

Polynomial Chaos ◽

Expansion Method ◽

Polynomial Chaos Expansion ◽

Wind Generation ◽

Chaos Expansion ◽

Parametric Problems ◽

Probabilistic Power Flow

Download Full-text

Reliability-based design optimization under dependent random variables by a generalized polynomial chaos expansion

Structural and Multidisciplinary Optimization ◽

10.1007/s00158-021-03123-7 ◽

2021 ◽

Vol 65 (1) ◽

Author(s):

Dongjin Lee ◽

Sharif Rahman

Keyword(s):

Design Optimization ◽

Polynomial Chaos ◽

Random Variables ◽

Polynomial Chaos Expansion ◽

Chaos Expansion ◽

Reliability Based Design Optimization ◽

Generalized Polynomial Chaos ◽

Dependent Random Variables ◽

Reliability Based Design ◽

Generalized Polynomial

Download Full-text

Optimal Adaptive Power Flow Linearizations: Expected Error Minimization using Polynomial Chaos Expansion

2019 IEEE Milan PowerTech ◽

10.1109/ptc.2019.8810681 ◽

2019 ◽

Author(s):

Tillmann Muhlpfordt ◽

Veit Hagenmeyer ◽

Daniel K. Molzahn ◽

Sidhant Misra

Keyword(s):

Power Flow ◽

Polynomial Chaos ◽

Polynomial Chaos Expansion ◽

Error Minimization ◽

Chaos Expansion ◽

Adaptive Power

Download Full-text