NDLI: Dimension reduction method for probabilistic power flow calculation

Content Provider	IET Digital Library
Author	Xiao, Qing
Abstract	In this study, the probabilistic power flow (PPF) problem is modelled as a multiple integral with an implicit integrand. A detailed discussion is given about the dimension reduction (DR) method for solving PPF. To accommodate the dependency of the input random variables, Nataf transformation is introduced to map PPF problems in the independent standard normal space. Emphasis is put on the computational burden of DR method. Based on Taylor expansion, a deep sight is given in the residual error of univariate DR (UDR) method. Using the first four standardised central moments from UDR method, the generalised lambda distribution is employed to represent the probability distribution of the output variable. Finally, an IEEE-118 case is performed to check the proposed method.
Starting Page	540
Ending Page	549
Page Count	10
ISSN	17518687
Volume Number	9
e-ISSN	17518695
Issue Number	Issue 6, Apr (2015)
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/iet-gtd/9/6
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/10.1049/iet-gtd.2014.0270
Journal	IET Generation, Transmission & Distribution
Publisher Date	2015-02-05
Access Restriction	Open
Rights Holder	© The Institution of Engineering and Technology
Subject Keyword	Dimension Reduction Method Generalised Lambda Distribution Independent Standard Normal Space Input Random Variables Load Flow Nataf Transformation Power Transmission, Distribution And Supply PPF Problem Probabilistic Power Flow Calculation Probability Distribution Residual Error of Univariate DR Method Statistical Distribution Statistics UDR Method
Content Type	Text
Resource Type	Article
Subject	Control and Systems Engineering Energy Engineering and Power Technology Electrical and Electronic Engineering

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Point estimate method based on univariate dimension reduction model for probabilistic power flow computation

Probabilistic Power Flow Method Considering Continuous and Discrete Variables

Numerical method for probabilistic load flow computation with multiple correlated random variables

Probabilistic Load Flow Method Based on Nataf Transformation and Latin Hypercube Sampling

Probabilistic load flow with correlated wind power sources using a frequency and duration method

Constant Jacobian Matrix-Based Stochastic Galerkin Method for Probabilistic Load Flow

New approach for the probabilistic power flow of distribution systems based on data clustering

A probabilistic load flow method considering branch outages

Probabilistic Load Flow Calculation of Power System Integrated with Wind Farm Based on Kriging Model

Dimension reduction method for probabilistic power flow calculation

Similar Documents

Point estimate method based on univariate dimension reduction model for probabilistic power flow computation

Probabilistic Power Flow Method Considering Continuous and Discrete Variables

Numerical method for probabilistic load flow computation with multiple correlated random variables

Probabilistic Load Flow Method Based on Nataf Transformation and Latin Hypercube Sampling

Probabilistic load flow with correlated wind power sources using a frequency and duration method

Constant Jacobian Matrix-Based Stochastic Galerkin Method for Probabilistic Load Flow

New approach for the probabilistic power flow of distribution systems based on data clustering

A probabilistic load flow method considering branch outages

Probabilistic Load Flow Calculation of Power System Integrated with Wind Farm Based on Kriging Model

Dimension reduction method for probabilistic power flow calculation