Dimension-Adaptive Sparse Grid Interpolation for Uncertainty Quantification in Modern Power Systems: Probabilistic Power Flow

2016 ◽  
Vol 31 (2) ◽  
pp. 907-919 ◽  
Author(s):  
Junjie Tang ◽  
Fei Ni ◽  
Ferdinanda Ponci ◽  
Antonello Monti
Keyword(s):  
Power Systems ◽  
Uncertainty Quantification ◽  
Power Flow ◽  
Sparse Grid ◽  
Probabilistic Power Flow ◽  
Grid Interpolation

scholarly journals Probabilistic Power Flow Methodology for Large-Scale Power Systems Incorporating Renewable Energy Sources

Energies ◽  
2018 ◽  
Vol 11 (10) ◽  
pp. 2624 ◽  
Author(s):  
Van Huynh ◽  
Van Ngo ◽  
Dinh Le ◽  
Nhi Nguyen
Keyword(s):  
Power Systems ◽  
Power Flow ◽  
Large Scale ◽  
Clustering Algorithm ◽  
Renewable Energy Sources ◽  
Computation Time ◽  
Principal Component ◽  
Test System ◽  
Clustering Technique ◽  
Probabilistic Power Flow

In this paper, we propose a new scheme for probabilistic power flow in networks with renewable power generation by making use of a data clustering technique. The proposed clustering technique is based on the combination of Principal Component Analysis and Differential Evolution clustering algorithm to deal with input random variables in probabilistic power flow. Extensive testing on the modified IEEE-118 bus test system shows good performance of the proposed approach in terms of significant reduction of computation time compared to the traditional Monte Carlo simulation, while maintaining an appropriate level of accuracy.

Probabilistic power flow of correlated hybrid wind‐photovoltaic power systems

2014 ◽  
Vol 8 (6) ◽  
pp. 649-658 ◽  
Author(s):  
Morteza Aien ◽  
Morteza Gholipour Khajeh ◽  
Masoud Rashidinejad ◽  
Mahmud Fotuhi‐Firuzabad
Keyword(s):  
Power Systems ◽  
Power Flow ◽  
Photovoltaic Power ◽  
Probabilistic Power Flow ◽  
Photovoltaic Power Systems

scholarly journals Advanced probabilistic power flow methodology for power systems with renewable resources

2017 ◽  
Vol 25 ◽  
pp. 1154-1162 ◽  
Author(s):  
Dinh Duong LE ◽  
Nhi Thi Ai NGUYEN ◽  
Van Duong NGO ◽  
Alberto BERIZZI
Keyword(s):  
Power Systems ◽  
Renewable Resources ◽  
Power Flow ◽  
Probabilistic Power Flow

Application of Joint Raw Moments-Based Probabilistic Power Flow Analysis for Hybrid AC/VSC-MTDC Power Systems

2021 ◽  
pp. 1-1
Author(s):  
Xingyu Lin ◽  
Tong Shu ◽  
Junjie Tang ◽  
Ferdinanda Ponci ◽  
Antonello Monti ◽  
...  
Keyword(s):  
Power Systems ◽  
Power Flow ◽  
Flow Analysis ◽  
Power Flow Analysis ◽  
Probabilistic Power Flow

scholarly journals Dynamic grid fault analysis in wind power plant with DFIG by using supervisory control and data acquisition (SCADA) viewer

2020 ◽  
Vol 181 ◽  
pp. 03006
Author(s):  
Nduwamungu Aphrodis ◽  
Ntagwirumugara Etienne ◽  
Utetiwabo Wellars ◽  
Mulolani Francis
Keyword(s):  
Power Systems ◽  
Power Flow ◽  
Control Strategies ◽  
Electrical Power ◽  
Fault Analysis ◽  
Operational Mode ◽  
Electrical Power Systems ◽  
Fault Ride Through ◽  
Before And After ◽  
Clearing Time

Faults in electrical power systems are among the key factors and sources to network disturbances, however control strategies are among key faults clearing techniques for the sake of safe operational mode of the system.Some researchers have shown various limitations of control strategies such as slow dynamic response,inability to switch Off and On network remotely and fault clearing time. For a system with wind energy technologies, if the power flow of a wind turbine is interrupted by a fault, the intermediate-circuit voltage between the machine-side converter and line-side converter will fall in unacceptably high values.To overcome the aforementioned issues, this paper used a Matlab simulations and experiments in order to analyze and validate the results.The results showed that fault ride through (FRT) with SCADA Viewer software are more adaptable to the variations of voltage and wind speed in order to avoid loss of synchronism. Therefore at the speed of 12.5m/s a wind produced a rated power of 750W and remained in synchronization before and after a fault created and cleared but worked as generator meanwhile at speed of 3.4m/s wind disconnected from grid and started working as a motor and consumed active power (P=-25watts) and voltage dip at 100% .For the protection purpose, the DC chopper and crowbar should be integrated towards management of excess energy during faults cases.

Sign in / Sign up

Export Citation Format

Share Document