This work proposes a model of an intelligent short term demand side management system (DSM) based on a distributed measurement and management data system. The system is designed to avoid peaks of power request greater than a given threshold and to give maximum comfort to user. The DSM problem is modeled as a multi objectives scheduling problem and it is solved using a metaheuristic approach based on a multi agent system. The proposed system is composed of a distributed network of processing nodes (PN). Each PN hosts one agent and it is able to manage a single node of a distribution network allowing or disallowing it to supply power. Each agent reacts to a new critical condition entering in competition with the others to gain the access at a shared limited resource. As the results shown the proposed system can be the consumer's key to take advantage of a DSM program automatically
A Smart Distributed Measurement Data Management System for DSM / Amato, A.; Di Lecce, V.; Piuri, V.. - STAMPA. - (2007). (Intervento presentato al convegno IEEE Instrumentation and Measurement Technology, IMTC 2007 tenutosi a Warsaw, Poland nel May 1-3, 2007) [10.1109/IMTC.2007.379380].
A Smart Distributed Measurement Data Management System for DSM
A. Amato;V. Di Lecce;
2007-01-01
Abstract
This work proposes a model of an intelligent short term demand side management system (DSM) based on a distributed measurement and management data system. The system is designed to avoid peaks of power request greater than a given threshold and to give maximum comfort to user. The DSM problem is modeled as a multi objectives scheduling problem and it is solved using a metaheuristic approach based on a multi agent system. The proposed system is composed of a distributed network of processing nodes (PN). Each PN hosts one agent and it is able to manage a single node of a distribution network allowing or disallowing it to supply power. Each agent reacts to a new critical condition entering in competition with the others to gain the access at a shared limited resource. As the results shown the proposed system can be the consumer's key to take advantage of a DSM program automaticallyI documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.