Research on Product Modeling Method for Supporting the Networked Manufacturing

2011 ◽  
Vol 88-89 ◽  
pp. 723-729
Author(s):  
Guo Hong Mao ◽  
Jian Pan ◽  
Lan Fen Lin
Keyword(s):  
Web Service ◽  
New Product ◽  
Modeling Method ◽  
Agent Technology ◽  
Networked Manufacturing ◽  
Product Modeling ◽  
Agent Based ◽  
Multi Agent ◽  
Domain Models ◽  
Master Model

This paper introduces a new product modeling method: MAPMNM(Multi-Agent Based Product Modeling for Networked Manufacturing) based on analysing the requirements of product modeling. The method offers a unified product master model and distributed domain models to alliance enterprise based on network by using web service and the agent technology of AI domain. Firstly, the paper gives the framework of the MAPMNM.Secondly, it elaborates on the web services, the architecture and running menchanism of the domain agent in MAPMNM.

Web remote ideological and political education system constructed by using agent technology

2021 ◽  
pp. 1-10
Author(s):  
Xiangyong Li
Keyword(s):  
Web Service ◽  
Education System ◽  
System Integration ◽  
Organization Structure ◽  
Ideological And Political Education ◽  
Political Education ◽  
Agent Technology ◽  
Service Process ◽  
Efficient Operation ◽  
Multi Agent

In order to improve the effect of remote ideological and political education, this paper builds a Web ideological and political education system based on Agent technology, and adopts a three-layer abstract system architecture including Web service layer, Agent processing layer and service process layer. Moreover, based on this architecture foundation, this paper proposes an Agent-based Web service integration structure, and illustrates the overall execution process of the system through the execution process of the system integration structure. Then, this paper proposes the organization structure of multi-agent in the Agent processing layer and the organization structure of service process in the service process layer of the system. In addition, this paper uses multi-agent system design to ensure the efficient operation of the entire system, and combines algorithms to implement system resource recommendation modules and practical teaching functions. Finally, this paper designs a control experiment to test the performance of the distance ideological and political education system constructed in this paper. The research results show that the system constructed in this paper has certain practical effects.

Research on Fault Diagnosis for Power Transmission Based on Mass Data Mining

2012 ◽  
Vol 271-272 ◽  
pp. 1623-1627
Author(s):  
Xiao Yan Sun ◽  
Long Li ◽  
Ping Ping Liu
Keyword(s):  
Fault Diagnosis ◽  
Data Warehouse ◽  
Power Transmission ◽  
Agent Technology ◽  
Agent Based ◽  
Intelligent Decision ◽  
Decision Supporting ◽  
Decision Supporting System ◽  
Multi Agent ◽  
Fault Diagnosis System

A Multi-Agent based transmission fault diagnosis system is researched in this paper. Many data digging analysis methods are employed, combined with data warehouse, OLAP and Multi-Agent technology. An intelligent decision supporting system for monitoring transmission network data is built. Data digging method is used to intelligently analyze and process fault data in the data warehouse, and Agent technology is used to realize data collection, pretreatment, inquiry, knowledge Automatic extraction, mining and other functions, which makes the whole mining process intellectual and intelligent. It aids transmission management with decision-making, thus to make the monitoring and repair of power grid fault more timely and accurate.

Agent-¬based matching of demands and supplies in business transaction formation

2011 ◽  
pp. 58-77
Author(s):  
Raymund J. Lin ◽  
Seng-Cho T. Chou
Keyword(s):  
Game Theory ◽  
Mechanism Design ◽  
Agent Technology ◽  
Heuristic Methods ◽  
Future Trends ◽  
Multi Agent Systems ◽  
Agent Based ◽  
Agent Systems ◽  
Business Transaction ◽  
Multi Agent

The theme of this chapter includes topics of matching, auction and negotiation. We have shown that the knowledge of game theory is very important when designing an agent-based matching or negotiation system. The problem of bounded rationality in multi¬-agent systems is also discussed; we put forward the mechanism design and heuristic methods as solutions. A real negotiation scenario is presented to demonstrate our proposed solutions. In addition, we discuss the future trends of the agent technology in e¬commerce system.

Research on Network Examination System Model Based on Multi-AGENT

2012 ◽  
Vol 566 ◽  
pp. 685-690
Author(s):  
Yan Yu ◽  
Jian Hua Wang
Keyword(s):  
Test System ◽  
System Model ◽  
Agent Technology ◽  
Intelligent Network ◽  
Examination System ◽  
Distributed Environment ◽  
Agent Based ◽  
Intelligent Analysis ◽  
Multi Agent ◽  
Mutually Independent

With the development of artificial intelligence, Multi-agent technology is applied more and more in reality. In line with multi-user intelligent network examination test system, this paper proposes multi-agent-based general examination system model constituted by multiple mutually independent but collaborated AGENTs. In addition to fulfill their respective responsibilities, every single sub-Agent communicates among each other to gain information and complete missions in a collaborative form. Also, dedicated data mining AGENT is deployed in the system to conduct intelligent analysis and processing on various data, thereby providing decision support for teachers’ teaching and student’s study duties. And this paper presents a new clue for establishing intelligent network examination system under distributed environment.

scholarly journals A Goal Driven Framework for Service Discovery in Service-Oriented Architecture: A Multiagent Based Approach

2010 ◽  
pp. 287-292
Author(s):  
Ujjal Marjit ◽  
Arup Sarkar ◽  
Subhrangsu Santra ◽  
Utpal Biswas
Keyword(s):  
Semantic Web ◽  
Web Service ◽  
Resource Sharing ◽  
Service Discovery ◽  
Service Oriented Architecture ◽  
Semantic Web Service ◽  
Agent Based ◽  
Service Oriented ◽  
Multi Agent ◽  
Client Program

Automated service discovery is one of the very important features in any Semantic Web Service (SWS) based framework. Achieving this functionality in e-resource sharing system is not an easy task due to its hugeness and heterogeneity among the available resources. Any efficient automated service discovery will remain worthless until discovered services fulfill the required goal(s) demanded by the user or the client program. In this paper we have proposed a goal driven approach towards an automated service discovery using Agent Swarm in an innovative way .A novel multi agent based architecture has been introduced here for service discovery. Communications among the agent in service-oriented framework for the said purpose has also been illustrated here. Finally, the pictorial view of the running agent in the system is shown.

scholarly journals The Implementation of Computer Platform for Foundries Cooperating in a Supply Chain

2014 ◽  
Vol 14 (3) ◽  
pp. 111-116
Author(s):  
D. Wilk-Kołodziejczyk ◽  
S. Kluska-Nawarecka ◽  
G. Rojek ◽  
K. Regulski
Keyword(s):  
Distributed Processing ◽  
Scientific Work ◽  
Agent Technology ◽  
Decision Making Process ◽  
System Specification ◽  
Agent Based ◽  
Joint Management ◽  
Theoretical System ◽  
Functional Aspects ◽  
Multi Agent

Abstract This article presents a practical solution in the form of implementation of agent-based platform for the management of contracts in a network of foundries. The described implementation is a continuation of earlier scientific work in the field of design and theoretical system specification for cooperating companies [1]. The implementation addresses key design assumptions - the system is implemented using multi-agent technology, which offers the possibility of decentralisation and distributed processing of specified contracts and tenders. The implemented system enables the joint management of orders for a network of small and medium-sized metallurgical plants, while providing them with greater competitiveness and the ability to carry out large procurements. The article presents the functional aspects of the system - the user interface and the principle of operation of individual agents that represent businesses seeking potential suppliers or recipients of services and products. Additionally, the system is equipped with a bi-directional agent translating standards based on ontologies, which aims to automate the decision-making process during tender specifications as a response to the request.

scholarly journals Towards an Agent-Based Architecture using Deep Reinforcement Learning for Intelligent Internet of Things Applications.pdf

2020 ◽  
Author(s):  
Dhouha Ben Noureddine ◽  
Moez Krichen ◽  
Seifeddine Mechti ◽  
Tarik Nahhal ◽  
Wilfried Yves Hamilton Adoni
Keyword(s):  
Artificial Intelligence ◽  
Internet Of Things ◽  
Agent Technology ◽  
Smart Manufacturing ◽  
The Internet ◽  
Agent Based ◽  
Multi Agent ◽  
Iot Devices ◽  
Future Work ◽  
Share Information

Internet of Things (IoT) is composed of many IoT devices connected throughout the Internet, that collect and share information to represent the environment. IoT is currently restructuring the actual manufacturing to smart manufacturing. However, inherent characteristics of IoT lead to a number of titanic challenges such as decentralization, weak interoperability, security, etc. The artificial intelligence provides opportunities to address IoT’s challenges, e.g the agent technology. This paper presents first an overview of ML and discusses some related work. Then, we briefly present the classic IoT architecture. Then we introduce our proposed Intelligent IoT (IIoT) architecture. We next concentrate on introducing the approach using multi-agent DRL in IIoT. Finally, in this promising field, we outline the open directions of future work.

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