Non-parametric probabilistic load flow using Gaussian process learning

Physica D Nonlinear Phenomena ◽

10.1016/j.physd.2021.132941 ◽

2021 ◽

pp. 132941

Author(s):

Parikshit Pareek ◽

Chuan Wang ◽

Hung D. Nguyen

Keyword(s):

Gaussian Process ◽

Load Flow ◽

Probabilistic Load Flow ◽

Process Learning ◽

Probabilistic Load ◽

Non Parametric

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Probabilistic load flow using multilinearisations

IEE Proceedings C Generation Transmission and Distribution ◽

10.1049/ip-c.1981.0047 ◽

1981 ◽

Vol 128 (5) ◽

pp. 280 ◽

Cited By ~ 55

Author(s):

R.N. Allan ◽

A.M. Léite da Silva

Keyword(s):

Load Flow ◽

Probabilistic Load Flow ◽

Probabilistic Load

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Probabilistic load flow calculation based on sparse polynomial chaos expansion

IET Generation Transmission & Distribution ◽

10.1049/iet-gtd.2017.0859 ◽

2018 ◽

Vol 12 (11) ◽

pp. 2735-2744 ◽

Cited By ~ 10

Author(s):

Xin Sun ◽

Qingrui Tu ◽

Jinfu Chen ◽

Chengwen Zhang ◽

Xianzhong Duan

Keyword(s):

Polynomial Chaos ◽

Polynomial Chaos Expansion ◽

Load Flow ◽

Chaos Expansion ◽

Flow Calculation ◽

Probabilistic Load Flow ◽

Sparse Polynomial ◽

Sparse Polynomial Chaos Expansion ◽

Probabilistic Load ◽

Load Flow Calculation

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Probabilistic Load Flow for Distribution Networks with Photovoltaic Generators Part 2: Application to a Case Study

2007 International Conference on Clean Electrical Power ◽

10.1109/iccep.2007.384200 ◽

2007 ◽

Cited By ~ 8

Author(s):

S. Conti ◽

S. Raiti ◽

C. di Gregorio

Keyword(s):

Distribution Networks ◽

Load Flow ◽

Probabilistic Load Flow ◽

Probabilistic Load ◽

Photovoltaic Generators

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Research on probabilistic load flow method based on point estimation and dimension reduction by dominated variables

2015 5th International Conference on Electric Utility Deregulation and Restructuring and Power Technologies (DRPT) ◽

10.1109/drpt.2015.7432300 ◽

2015 ◽

Author(s):

Yuanbing Xiao ◽

Haozhong Cheng ◽

Ting Lei ◽

Shenxi Zhang ◽

Weijie Luan ◽

...

Keyword(s):

Dimension Reduction ◽

Load Flow ◽

Point Estimation ◽

Flow Method ◽

Probabilistic Load Flow ◽

Probabilistic Load

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A new point estimate method for probabilistic load flow with correlated variables including wind farms

2014 IEEE PES General Meeting | Conference & Exposition ◽

10.1109/pesgm.2014.6939141 ◽

2014 ◽

Author(s):

Can Chen ◽

Wenchuan Wu ◽

Boming Zhang ◽

Chanan Singh

Keyword(s):

Wind Farms ◽

Load Flow ◽

Point Estimate ◽

Correlated Variables ◽

Probabilistic Load Flow ◽

Point Estimate Method ◽

Estimate Method ◽

Probabilistic Load

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A probabilistic load flow method based on modified Nataf transformation and quasi Monte Carlo simulation

2015 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC) ◽

10.1109/appeec.2015.7380886 ◽

2015 ◽

Cited By ~ 2

Author(s):

Sidun Fang ◽

Haozhong Cheng ◽

Guodong Xu ◽

Qinyong Zhou ◽

Hailei He ◽

...

Keyword(s):

Monte Carlo Simulation ◽

Monte Carlo ◽

Load Flow ◽

Flow Method ◽

Quasi Monte Carlo ◽

Probabilistic Load Flow ◽

Probabilistic Load ◽

Nataf Transformation

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Probabilistic Load-Flow Analysis of Biomass-Fuelled Gas Engines with Electrical Vehicles in Distribution Systems

Energies ◽

10.3390/en10101536 ◽

2017 ◽

Vol 10 (10) ◽

pp. 1536 ◽

Cited By ~ 22

Author(s):

Francisco Ruiz-Rodríguez ◽

Jesús Hernández ◽

Francisco Jurado

Keyword(s):

Distribution Systems ◽

Flow Analysis ◽

Load Flow ◽

Probabilistic Load Flow ◽

Load Flow Analysis ◽

Electrical Vehicles ◽

Probabilistic Load

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Risk Assessment of Voltage Limit Violation Based on Probabilistic Load Flow in Active Distribution Network

Communications in Computer and Information Science - Advances in Green Energy Systems and Smart Grid ◽

10.1007/978-981-13-2381-2_24 ◽

2018 ◽

pp. 253-263

Author(s):

Jing Dong ◽

Xue Li ◽

Dajun Du

Keyword(s):

Risk Assessment ◽

Distribution Network ◽

Load Flow ◽

Active Distribution Network ◽

Probabilistic Load Flow ◽

Voltage Limit ◽

Probabilistic Load

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Analytic solution of the classic probabilistic load flow problem on a full AC model

2011 IEEE PES Innovative Smart Grid Technologies ◽

10.1109/isgt-asia.2011.6167102 ◽

2011 ◽

Cited By ~ 1

Author(s):

O. Krause ◽

J. Schwippe ◽

S. Lehnhoff ◽

Ch Rehtanz

Keyword(s):

Analytic Solution ◽

Flow Problem ◽

Load Flow ◽

Probabilistic Load Flow ◽

Probabilistic Load

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A method for modeling voltage regulators in probabilistic load flow for radial systems

2014 International Conference on Probabilistic Methods Applied to Power Systems (PMAPS) ◽

10.1109/pmaps.2014.6960598 ◽

2014 ◽

Cited By ~ 1

Author(s):

A. C. Melhorn ◽

A. Dimitrovski

Keyword(s):

Load Flow ◽

Voltage Regulators ◽

Probabilistic Load Flow ◽

Probabilistic Load

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