Title :
Exploiting Timed Automata based Fuzzy Controllers for voltage regulation in Smart Grids
Author :
Acampora, Giovanni ; Loia, Vincenzo ; Vitiello, Autilia
Author_Institution :
Dept. of Comput. Sci., Univ. of Salerno, Salerno, Italy
Abstract :
The large-scale deployment of the Smart Grid paradigm will support the evolution of conventional electrical power systems toward active, flexible and self-healing web energy networks composed of distributed and cooperative energy resources. In a Smart Grid platform, the optimal coordination of distributed voltage controllers is one of the main issues to address. In this field, the application of traditional control paradigms has some disadvantages that could hinder their application in Smart Grids where the constant growth of grid complexity and the need for massive pervasion of Distribution Generation Systems (DGSs) require more scalable, more flexible control and regulation paradigms. To try and overcome these challenges, this paper proposes the concept of a decentralized non-hierarchical voltage regulation architecture based on intelligent and cooperative smart entities. The distributed voltage controllers employ traditional sensors to acquire local bus variables and mutually coupled oscillators to assess the main variables that characterize the operation of the global Smart Grid. These variables are then amalgamated by a novel fuzzy inference engine, named Timed Automata based Fuzzy Controllers, in order to identify proper control actions aimed at improving the grid voltage profile and reducing power losses.
Keywords :
Internet; automata theory; cooperative systems; decentralised control; distributed power generation; fuzzy control; fuzzy reasoning; intelligent control; smart power grids; voltage regulators; cooperative energy resource; cooperative smart entity; decentralized nonhierarchical voltage regulation architecture; distributed energy resource; distributed voltage controller; distribution generation system; electrical power system; fuzzy controller; fuzzy inference engine; grid voltage profile; intelligent entity; large scale deployment; local bus variable; optimal coordination; power loss; self healing Web energy network; smart grid complexity; timed automata; Automata; Clocks; Control systems; Fuzzy logic; Reactive power; Smart grids; Voltage control; Distributed Generation Systems; Timed Automata based Fuzzy Controllers; Voltage regulation;
Conference_Titel :
Fuzzy Systems (FUZZ), 2011 IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-7315-1
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZY.2011.6007617