MULTI-AGENT BASED HETEROGENEOUS POWER MANAGEMENT SYSTEM

被引：4

作者：

Shrestha, Purushotam ^{[1
]}

Joshi, Basanta ^{[2
]}

机构：

[1] Pokhar Univ, Nepal Coll Informat Technol, Balkumari 44700, Lalitpur, Nepal

[2] Tribhuvan Univ, Inst Engn, Pulchowk Campus, Pulchowk 44700, Lalitpur, Nepal

来源：

INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL | 2021年 / 17卷 / 01期

关键词：

Multi-agent system; Bounded knapsack problem; Divide and conquer approach; FUEL-CELL;

D O I：

10.24507/ijicic.17.01.245

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A heterogeneous energy source, comprising more than one type of energy sources, can function as a reliable source of power. The constituent energy sources may have characteristics with varying degree of preferences. In this paper, a multi-agent based system is used in a heterogeneous power system to maximize the use of energy sources with preferred characteristics while limiting the use of the least preferable sources. The problem is modeled as a bounded knapsack problem and each agent makes decision based on instantaneous local information, i.e., the value of the power it is drawing from the source it is connected to. Using this multi-agent system, a higher utilization of power produced by preferred source is achieved.

引用

页码：245 / 257

页数：13

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