Designing A Load Agent For Power Management
With A Multi-Agent Home Automation System
Talat ÖZDEN
Gumuşhane Vocational High School
Gumuşhane University
Gumuşhane, Turkey
ozdentalat@gmail.com
Halil İbrahim OKUMUŞ
Department of Electrical and Electronics Engineering
Karadeniz Technical University
Trabzon, Turkey
okumus@ktu.edu.tr
Abstract—In this study, a load agent design is performed for the
power management which lets us use existing electrical energy
for consumer’s needs, comfort and criteria in the areas such as
flats and commercial buildings that independently meet their
energy need from renewable energy sources.The load agent is
designed on the basis of radio-frequency communication so it is a
wireless communication system which also has the ability of
switching off or making power flow by measuring current of the
load.The agent has a flexible structure in order to be compatible
with all ambient equipments. It can work with all equipments on
the system properly, without any hardware changing. And this is
shown in the paper.
Keywords-component; load agent; power management; mahas;
home automation
I. INTRODUCTION
The rise in energy demand has brought economical and
ecological problems in the modern world.. According to
estimation of International Energy Agency (IEA), the energy
demand of world will dramatically increase in rate of %55
between 2005 and 2030 and the increase of %84 in that ratio
will be be derived from fossil fuels such as petrol, coil and
natural gas [1]. The consumption of fossil fuels, which are
finite resources, not only causes of energy crises but also
causes of ecological ones. The usage of fossil energy resources
is on the first rank on greenhouse gas emission, which causes
global global warming.
Significant rate of greenhouses gases are mainly related to
energy sector. In the countries listed in the Kyoto protocol’s
Sec.-B [2], energy sector’s greenhouse gas emission is
established as %64. This rate could probably increase to %83
when the communication sector involved [3]. Therefore, it is of
vital importance to use available energy resources efficiently
and to use sources which has less greenhouse gas emission suc
as carbon dioxide as it is described in the Kyoto protocol’s
Sec.-B.
The main resource of within easy reach renewable energy is
sun. Solar radiation coming to world surface and absorbing by
atmosphere is bigger 8000 times than energy primary
consuming at world. When the total population of world is
taken into account, this rate would unbelievably be 20 MW
energy amount per person [4].
On the other hand, distribution of electric energy usage in
Turkey during 2005-2006 was detected as; %24,36 for
residence, %4.44 for street illumination, % 3,66 for
government facilities, %2.56 for agriculture irrigation, %12.5
for business and % 52.43 for other consumption situations such
as industry, worksite, etc. [5]. Small consumers such as flats
which need less energy comparing to factories, worksites and
other places consume %48 of total energy and this can be
supplied by means of developed technology. 18.2% of the
whole electricity consumption in 27 European Union countries
is being met from the renewable energy resources [6].
Nevertheless, due to the equipments used in the systems
producing renewable energy are still expensive, and besides
energy resource is noncontinuous, usage rate of those still
could not reach the inevitable point.
But, lots of scientists have been doing important studies on
handled energy in efficiency. In (Abras et al.), Multi-Agent
Home Autonomous System allowing to agent operations in
their own behaviors to handle optimum solution which is
accepted for power management had been designed as
simulation [7]. Again (Abras et al.), they presented their design
MAHAS [8]. In (Ha et al.), presents a new three-layer
household energy control system capable of both to satisfy the
maximum available electrical energy constraint and to
maximize user comfort criteria [9]. In (Jian et al.), Based on the
idea of hierarchical coordinated control, an agent control model
aiming at maximizing efficiency of Microgrid, is presented
under the premise of voltage stability and power balance. The
coordination control strategies of Multi Agent System (MAS)
are also discussed [10]. Li (2004) and his friends, had presented
a power management strategy, which make maximum power of
output of panel in certain load and solar radiation and is
resource tracing. They confirmed power efficiency in well-
rounded measurement. Load matching which have being used
against traditional solar energy system whose strategy
improved power usage to 132% for portable system which can
process image and communicate with wireless technology [11].
In this paper, a load agent which is necessary for power
management system based on MAHAS design and material.
The paper is organized as fallows; in section two home
automation systems, in section three architecture of load agent,
in section four test subsystem of communication sub function
This work is supported by Republic of Turkey the Ministry of Science,
Industry and Technology (No: 344-TGSD-2011)
978-1-4673-1448-0/12/$31.00 ©2012 IEEE