• Title/Summary/Keyword: MAS(Multi-Agent System)

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A Study for Optimal Evacuation Simulation by Artificial Intelligence Evacuation Guidance Application (인공지능 피난유도설비 적용에 따른 최적 대피시뮬레이션 연구)

  • Jang, Jae-Soon;Kong, Il-Chean;Rie, Dong-Ho
    • Journal of the Korean Society of Safety
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    • v.28 no.3
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    • pp.118-122
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    • 2013
  • For safe evacuation in the fire disaster, the evacuees must find the exit and evacuate quickly. Especially, if the evacuees don't know the location of the exit, they have to depend on the evacuation guidance system. Because the more smoke spread, the less visibility is decreasing, it is difficult to find the way to the exit by the naked eye. For theses reasons, the evacuation guidance system is highly important. However, the evacuation guidance system without change of direction has the risk that introduce to the dangerous area. In the evacuation safety assessment scenario by the evacuation simulation has the same problem. Because the evacuee in the simulation evacuate by the shortest route to the exit, the simulation result is same like the evacuation without the evacuation guidance system. In this study, it was used with MAS (Multi Agent System)-based simulation program including the evacuation guidance system to implement the change of evacuation by fire. Using this method, confidence of evacuation safety assessment can be increase.

Discrete-Time Output Feedback Algorithm for State Consensus of Multi-Agent Systems (다 개체 시스템의 상태 일치를 위한 이산 시간 출력 궤환 협조 제어 알고리즘)

  • Kim, Jae-Yong;Lee, Jin-Young;Kim, Jung-Su
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.60 no.3
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    • pp.625-631
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    • 2011
  • This paper presents a discrete-time output feedback consensus algorithm for Multi-Agent Systems (MAS). Under the assumption that an agent is aware of the relative state information about its neighbors, a state feedback consensus algorithm is designed based on Linear Matrix Inequality (LMI) method. In general, however, it is possible to obtain its relative output information rather than the relative state information. To reconcile this problem, an Unknown Input Observer (UIO) is employed in this paper. To this end, first it is shown that the relative state information can be estimated using the UIO and the measured relative output information. Then a certainty-equivalence type output feedback consensus algorithm is proposed by combining the LMI-based state feedback consensus algorithm with the UIO. Finally, simulation results are given to illustrate that the proposed method successfully achieves the state consensus.

Multi-agent System based GENCO model for an effective market simulation (전력시장 시뮬레이션을 위한 MAS 기반 GENCO 모델링)

  • Kang, Dong-Joo;Kim, Hak-Man;Chung, Koo-Hyung;Han, Seok-Man;H.Kim, Bal-Ho;Hur, Don
    • Proceedings of the KIEE Conference
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    • 2007.07a
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    • pp.127-129
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    • 2007
  • Since the competitive market environment was introduced into the electric power industry, the structure of the industry has been changing from vertically integrated system to functionally unbundled and decentralized system composed of multiple (decision-making) market participants. So the market participants such as Gencos or LSE (load serving entity) need to forecast the market clearing price and thus build their offer or bidding strategies. Not just these market players but also a market operator is required to perform market analysis and ensure simulation capability to manage and monitor the competitive electricity market. For fulfilling the demand for market simulation, many global venders like GE, Henwood, Drayton Analytics, CRA, etc. have developed and provided electricity market simulators. Most of these simulators are based on the optimization formulation which has been used mainly for the least cost resource planning in the centralized power system planning and operation. From this standpoint, it seems somehow inevitable to face many challenges on modeling competitive market based on the method of traditional market simulators. In this paper, we propose a kind of new method, which is MAS based market simulation. The agent based model has already been introduced in EMCAS, one of commercial market simulators, but there may be various ways of modeling agent. This paper, in particular, seeks to introduce an model for MAS based market simulator.

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Integrated Simulation Model for Designing Distributed Energy Management System in Microgrid System (마이크로그리드시스템의 분산 에너지관리시스템 설계를 위한 통합시뮬레이션 모델 개발)

  • Cho, Jae-Hoon;Park, Sun-Hong;Lee, Dae-Jong;Cho, Young-Im;Chun, Myung-Geun
    • Journal of the Korean Institute of Intelligent Systems
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    • v.21 no.1
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    • pp.29-35
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    • 2011
  • In this paper, an integrated simulation model for designing multi-agent system based DEMS (distributed energy management system) in stand-alone micro-grid system is proposed. In the design of the EMS(energy management system), the multi-agent based DEMS are more effective than conventional centralized EMS, but it is difficult to design the DEMS by general design tools for power system because of various states of a microgrid system during operation of stand-alone mode. Also, since performance test of the DEMS using a real system is inefficient, an integrated simulation model is required for designing an effective multi-agent system based DEMS. The proposed model consists of Matlab/SimPowerSystems based simulation model of the microgrid system and the Multi-agnet based DEMS designed by Matlab/StateFlow tool. In order to show the effect of the proposed model, the model outputs are analyzed for specified operation conditions.

Research about the outdoor Mobile Robot for the Multi-agent system Control (MAS(Multi-Agent System) 제어를 위한 실외 이동로봇에 관한 연구)

  • Lee, Gum-Su;Oh, Sung-Nam;Yun, Dong-Woo;Kim, Kab-Il
    • Proceedings of the KIEE Conference
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    • 2008.04a
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    • pp.246-247
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    • 2008
  • 본 논문에서는 군집간 제어를 위한 이동용 로봇제작과 로봇의 좌표인식, 방향을 찾기 위하여 GPS(Global Positioning System)수신 모듈과 Bluetooth송 수신기를 사용하였다. 실험에 쓰인 모든 이동용 로봇에 GPS수신기와 Bluetooth 송 수신기를 장착하고, GPS 수신기로부터 받은 blaster-이동로봇의 위치좌표를 Bluetooth통신 영역 내에 있는 모든 이동로봇에게 보내면 각 Slave-이동로봇은 Master이동로봇으로부터 받은 위치 좌표를 이용하여 blaster-이동로봇을 중심으로 상대적인 위치, 거리 유지, 진행방향을 계산한다. Master-이동로봇과 Slave-이동로봇 간의 실시간 통신과 일정거리를 유지함으로써 군집간 제어를 할 수 있다.

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A Novel Distance Relaying Algorithm in a Multi-Agent Protection System of transmission line (Multi-Agent 송전계통 보호시스템에서의 새로운 거리계전 알고리즘)

  • Moon, H.K.;Jin, B.G.;Hyun, S.H.;Lee, S.J.
    • Proceedings of the KIEE Conference
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    • 2003.11a
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    • pp.217-219
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    • 2003
  • This paper presents a distance relaying algorithm for a transmission line protection with MAS. First, the voltage and fault current of the opposite side are represented as a function of those of the measuring end using source voltages of both ends. These voltages are assumed to be obtained from the transformers protecting agents, periodically in normal state. Then, the fault location expression, independent of fault resistance, is derived with voltage and current in only one end of faulted line used. The suggested algorithm is applied to a simple system with two power sources to show its effectiveness.

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Development of a Functional Complexity Reduction Concept of MMIS for Innovative SMRs

  • Gyan, Philip Kweku;Jung, Jae Cheon
    • Journal of the Korean Society of Systems Engineering
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    • v.17 no.2
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    • pp.69-81
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    • 2021
  • The human performance issues and increased automation issues in advanced Small Modular Reactors (SMRs) are critical to numerous stakeholders in the nuclear industry, due to the undesirable implications targeting the Man Machine Interface Systems (MMIS) complexity of (Generation IV) SMRs. It is imperative that the design of future SMRs must address these problems. Nowadays, Multi Agent Systems (MAS) are used in the industrial sector to solve multiple complex problems; therefore incorporating this technology in the proposed innovative SMR (I-SMR) design will contribute greatly in the decision making process during plant operations, also reduce the number MCR operating crew and human errors. However, it is speculated that an increased level of complexity will be introduced. Prior to achieving the objectives of this research, the tools used to analyze the system for complexity reduction, are the McCabe's Cyclomatic complexity metric and the Henry-Kafura Information Flow metric. In this research, the systems engineering approach is used to guide the engineering process of complexity reduction concept of the system in its entirety.

Research on a Logical Agent Communication Language for Multi-Agent Systems Negotiation (I) (멀티-에이전트 시스템 협상을 위한 논리적인 에이전트 통신 언어에 관한 연구 (I))

  • Lee, Myung-Jin;Han, Hyun-Kwan
    • Journal of Internet Computing and Services
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    • v.8 no.1
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    • pp.115-123
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    • 2007
  • Agents in Multi-Agent System; (MAS) should make use of a common Agent Communication Language (ACL) in order to negotiate with others, and conform to negotiation protocols thatare designed to reach agreements. Therefore, agents must have suitable architectures that could cover above requirements. In this paper, we define an instructive ACL and compare it with other ACLs such as Foundation for Intelligent Physical Agents (FIPA) ACL and Knowledge Query Manipulation Language(KQML), In particular, we represent agents as logic programs with knowledge base and negotiation library. Finally, we show how the planner, which is in the negotiation library, provides the plan of actions and updates agent's knowledge base.

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Multi-agent-based approach for service discovery in smart meeting spaces (지능형 협업환경에서 서비스 발견을 위한 다중 에이전트 시스템 적용 방법)

  • Bae, Chang-Hyeok;Han, Sang-Woo;Kim, Jong-Won
    • 한국HCI학회:학술대회논문집
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    • 2008.02a
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    • pp.669-673
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    • 2008
  • The service discovery method is an important technology finding and offering users' desirable services in smart meeting spaces. Extensive researches of the service discovery methods are achieved: SSDP(simple service discovery protocol) of UPnP(universal plug & play) and so on. However, there are several limitations to satisfy the requirements of service discovery in smart meeting spaces. In this paper, the requirements of service discovery in smart meeting spaces are investigated and the service discovery method based on multi-agent system is proposed in the practical aspect. Additionally, we explore the possibilities of the proposed approach by implementing a couple of services belonging to the smart meeting spaces.

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Development of a SOA-based Distributed Collaborative Agent in RTE Environments (RTE 환경에서의 SOA 기반 협업적 분산 에이전트 개발)

  • Choi, Hyung-Rim;Kim, Hyun-Soo;Hong, Soon-Goo;Park, Young-Jae;Cho, Min-Je;Choi, Sung-Wook;Park, Chang-Hyun;Kang, Si-Hyeob;An, Bung-Sun
    • The Journal of Information Systems
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    • v.19 no.1
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    • pp.79-96
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    • 2010
  • The organizations in the competitive business environment are under pressure of handling internal management processes as well as external supply chain issues. In addition, the paradigm of supply chain management (SCM) has been shifted from static to dynamic problems. For the efficient SCM, organizations should be a RTE (Real Time Enterprises) that views entire supply chains as a single entity. In this paper, the agent system that makes RTE and dynamic supply chains possible is developed. Then, the developed agent system is verified in the TAC SCM(Trading Agent Competition Supply Chain Management) experimental environment and a dashboard is also developed for monitoring management activities of supply chains. The contributions of this paper are as followings. First, unlike the previous agent systems, the suggested agent system in this paper provides autonomy and scalability using SOA. Second, this suggested model for dynamic environment can be applied for the development of software supporting a SCM.