Title :
Study on a real time model predictive based power system SIPS
Author :
Xiaochen Du ; Crossley, Peter
Author_Institution :
Univ. of Manchester, Manchester, UK
Abstract :
A Model Predictive based system integrity protection scheme (SIPS) using a Thyristor Controlled Series Compensator (TCSC) to improve power system transient stability will be described in the paper. Supervised learning (SL) is utilized to predict the power system dynamics by assuming each control action has been taken. Furthermore, Monte-Carlo approaches are used to analyze the generators´ separation pattern and determine the location to apply the TCSC control. The SIPS is operated in real time and based on PMU measurements. The detection and control processes for unstable conditions are performed every discrete time interval, so the control solution including the amount and locations of TCSC control is refreshed successively. The proposed SIPS has been tested and verified in IEEE 39-bus system. Simulation results show it can effectively stabilize the system after a large disturbance even when the system conditions are complex. Moreover, the testing experience in the multimachine system has enhanced the operational confidence in the use of this type of SIPS.
Keywords :
Monte Carlo methods; learning (artificial intelligence); power system protection; power system transient stability; predictive control; thyristor applications; IEEE 39-bus system; Monte-Carlo approaches; PMU measurements; SIPS; TCSC control; control action; control process; detection process; discrete time interval; model predictive based system integrity protection scheme; multimachine system; operational confidence; power system dynamics; power system transient stability; real time model predictive based power system; separation pattern; supervised learning; system conditions; thyristor controlled series compensator; Power capacitors; Power system stability; Power system transients; Rotors; Stability criteria; Thyristors; FACTS; MPC; PMU; SIPS; TCSC; power systems; transient stability; wide area protection;
Conference_Titel :
PowerTech (POWERTECH), 2013 IEEE Grenoble
Conference_Location :
Grenoble
DOI :
10.1109/PTC.2013.6652295