Title :
Risk-Based Management of Overloads Caused by Power Injection Uncertainties Using Power Flow Controlling Devices
Author :
Guha Thakurta, Priyanko ; Belmans, Ronnie ; Van Hertem, Dirk
Author_Institution :
Electr. Eng. Dept., KU Leuven, Heverlee, Belgium
Abstract :
Increased penetration of renewable energy leads to increased challenges for the transmission system operators (TSOs) to operate their system in a secure way. Through the limited means available to the TSOs to manage power flows in the system, reliability is jeopardized. Reliability must be managed differently, replacing the current ways of reliability management which fails as uncertainty increases. In this paper, a novel risk-based approach of system operation is proposed that can be helpful for the TSOs to assess the confidence of system operation day-ahead, that is, the probability of the forecasted system to end up in an insecure state is calculated. This paper only focuses on violation of power flow constraints in the system. It also demonstrates the increase of this operation confidence using already installed power flow controlling devices. It is shown that these devices aid in enhancing confidence of system operation by shifting power flows to a more optimal one in the light of generation uncertainty. The main emphasis is laid on preventive action. The proposed approach is demonstrated on test systems.
Keywords :
load flow control; load forecasting; power generation control; power system management; power system reliability; power transmission control; probability; TSO; forecasted system probability; generation uncertainty; overload risk-based management; power flow controlling devices; power injection uncertainties; renewable energy penetratio; transmission system operators; Load flow control; Optimization; Power system reliability; Uncertainty; Wind forecasting; OPF under uncertainty; Optimal power flow (OPF); phase shifting transformers; risk management; stochastic optimization; transmission system operator (TSO) operation;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2015.2388444