DocumentCode :
3111154
Title :
Agent-based personal monitoring system simulation using type-2 fuzzy
Author :
Ahmad, Azwin Hazrina ; Jaafar, Jafreezal ; Mahmood, Ahmad Kamil
Author_Institution :
Comput. & Inf. Sci. Dept., Univ. Teknol. PETRONAS, Tronoh, Malaysia
fYear :
2011
fDate :
19-20 Sept. 2011
Firstpage :
1
Lastpage :
5
Abstract :
Towards being a developed country, Malaysia has started the new era where every industry adopting new technologies and innovations to improve their operations, services and profit margin. In the middle of this modernization, there is a part where each industry must obey to. It´s the safety issue. In Malaysia, safety awareness still at low level and people seems doesn´t care about safety which sometime may cause harm to themselves. Worse case if the incidents happen during work. In this paper, we propose an agent-based personal monitoring system using type-2 fuzzy to simulate the monitoring process for our worker at time of hazard operation. This simulation applies for dedicated person who works in hazard place such as oil and gas plant, sewerage main hole, fire rescue and underground electric generation plant in Malaysia. To design and develop this simulation system, we applied the agent-based approach as it ease the designing process by picturing the real entities of stakeholder to agents in the simulation system. Agents in this simulation help in decision making for personal monitoring using type-2 fuzzy. Type-2 fuzzy is the engine of monitoring, where it defines the relationship of input (sensors) and output (actuators) of this particular domain. Type-2 fuzzy basically make precise the uncertain inputs, so that the output will be TRUE and reliable. It´s crucial to generate this type of output as we are dealing with human - expert workers life. The combination of agents and type-2 fuzzy is suitable for dynamic environment like this domain.
Keywords :
computerised monitoring; decision making; fuzzy set theory; multi-agent systems; occupational safety; Malaysia; agent based personal monitoring system simulation; decision making; fire rescue; gas plant; hazard operation; human expert workers life; modernization; oil plant; profit margin; safety awareness; sewerage main hole; type-2 fuzzy; underground electric generation plant; Conferences; Industries; Intelligent agents; Monitoring; Neodymium; Security; Uncertain systems; intelligent agent; personal monitoring; type-2 fuzzy;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
National Postgraduate Conference (NPC), 2011
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4577-1882-3
Type :
conf
DOI :
10.1109/NatPC.2011.6136302
Filename :
6136302
Link To Document :
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