Distributed Intelligent Agents for Control, Diagnosis and Repair (draft)
نویسندگان
چکیده
In this paper we discuss the use of distributed intelligent agents for building a system incorporating the tasks control, diagnosis and repair. We rst discuss general problems associated with distributed systems and with distributed CDR-systems speciically. We then describe the general operations, which a CDR-system has to perform and the relations existing between the control-, diagnosis-and repair-component. We point out speciic questions which arise when a CDR-system is implemented using a multi-agent-structure and the general tendencies in answering these questions. As there is no single best organization for all task environments, we examine two small example applications in the network domain and the corresponding CDR-systems. These examples show some of the variety of suitable architectures for CDR systems, unifying traits still have to be evaluated.
منابع مشابه
Agent-based test and repair of distributed systems
Porto, the institutional repository of the Politecnico di Torino, is provided by the University Library and the IT-Services. The aim is to enable open access to all the world. Please share with us how this access benefits you. Your story matters. 1 Abstract—This article demonstrates how to use intelligent agents for testing and repairing a distributed system, whose elements may or may not have ...
متن کاملAdaptive Protection Based on Intelligent Distribution Networks with the Help of Network Factorization in the Presence of Distributed Generation Resources
Factorizing a system is one of the best ways to make a system intelligent. Factorizing the protection system, providing the right connecting agents, and transmitting the information faster and more reliably can improve the performance of a protection system and maintain system reliability against distributed generation resources. This study presents a new method for coordinating network protect...
متن کاملHierarchical Functional Concepts for Knowledge Transfer among Reinforcement Learning Agents
This article introduces the notions of functional space and concept as a way of knowledge representation and abstraction for Reinforcement Learning agents. These definitions are used as a tool of knowledge transfer among agents. The agents are assumed to be heterogeneous; they have different state spaces but share a same dynamic, reward and action space. In other words, the agents are assumed t...
متن کاملAn Advanced and Distributed Control Architecture Based on Intelligent Agents and Neural Networks
In this paper a new layered architecture for the implementation of intelligent distributed control systems is proposed. The proposed architecture distinguishes four layers in a distributed control system. Upper layer consists of a digital control layer, where high level decisions are taken. This level is implemented by means of intelligent agents that carry out the discrete control functions, s...
متن کاملA Hierarchical Distributed Coiitrol Model for Coordinating Intelligent Systeiiis
This paper describes a hierarchical distributed control (HDC) model for coordinating cooperative problem-solving among intelligent systems. The model was implemented using SOCIAL, an innovative object-oriented tool for integrating heterogeneous, distributed software systems. SOCIAL embeds applications in “wrapper” objects called Agents, which supply predefined capabilities for distributed commu...
متن کامل