DocumentCode :
44373
Title :
Real-Time Implementation of Intelligent Reconfiguration Algorithm for Microgrid
Author :
Shariatzadeh, F. ; Vellaithurai, Ceeman B. ; Biswas, Saugata S. ; Zamora, Ramon ; SRIVASTAVA, ANURAG K.
Author_Institution :
Sch. of Electr. Eng. & Comput. Sci., Washington State Univ., Pullman, WA, USA
Volume :
5
Issue :
2
fYear :
2014
fDate :
Apr-14
Firstpage :
598
Lastpage :
607
Abstract :
Microgrids with renewable distributed generation and energy storage offer sustainable energy solutions. To maintain the availability of energy to the connected loads, considering priority and to interrupt the smallest portion of the microgrid under any abnormal conditions, reconfiguration is critical to restore service to a section or to meet some operational requirements of dropping minimum loads. Reconfiguration is the process of modifying the microgrid´s topological structure by changing the status (open/close) of the circuit breakers or switches. In this work, constraints are the power balance equation and power generation limits, and we assumed that the system is designed with the entire planning and operational control criterion to meet the voltage violation and line overloading constraints. This paper offers novel real-time implementation of intelligent algorithm for microgrid reconfiguration. Intelligent algorithm is based on the genetic algorithms and has been tested on two test systems including shipboard power system and modified Consortium for Electric Reliability Technology Solutions (CERTS) microgrid. Real-time test bed utilizes real-time digital simulator and commercial real-time controllers from Schweitzer Engineering Lab. Reconfiguration algorithm has been implemented in the real time using real-time test bed, e.g., microgrid system, and satisfactory results were obtained.
Keywords :
circuit breakers; distributed power generation; genetic algorithms; graph theory; marine power systems; power system control; CERTS microgrid; Consortium for Electric Reliability Technology Solutions; Schweitzer Engineering Lab; circuit breakers; commercial real time contollers; energy storage; intelligent algorithm; intelligent reconfiguration algorithm; line overloading constraints; microgrid system; operational control; power balance equation; power generation limits; real time digital simulator; real time test bed; renewable distributed generation; shipboard power system; switches; topological structure; voltage violation; Algorithm design and analysis; Circuit faults; Generators; Genetic algorithms; Microgrids; Optimization; Real-time systems; Genetic algorithm (GA); graph theory; microgrid; real-time simulation; reconfiguration; restoration;
fLanguage :
English
Journal_Title :
Sustainable Energy, IEEE Transactions on
Publisher :
ieee
ISSN :
1949-3029
Type :
jour
DOI :
10.1109/TSTE.2013.2289864
Filename :
6698343
Link To Document :
بازگشت