2019
DOI: 10.3390/app9214515
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A Route Planner Using a Delegate Multi-Agent System for a Modular Manufacturing Line: Proof of Concept

Abstract: Featured Application: Reconfigurable logistic system for new generation of Factory of the Future manufacturing systems and modular systems.Abstract: Route planning in a multi-agent system (MAS) is still a complex task, especially if there is need for a continuous, decentralized planner of the routes for physical agents in a dynamic environment. It is a planner of this kind that is required in the application the article considers: the transportation of parts at a modular manufacturing line. Such a planner has … Show more

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Cited by 15 publications
(12 citation statements)
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“…To test different scales of the system machines, universality and variants of the produced products and the results will be verified by a more complex simulation taking into account the failure rate of the machines and equipment. The aim is to link the methodology to the existing algorithm for a modular production line [38] which will determine the more precise time aspect of the system reconfiguration. degree of similarity of a couple of given products 𝑁𝑁𝑁𝑁 and 𝑁𝑁𝑘𝑘, while the value can be defined as an element of the matrix of mutual similarities of all given products 𝑂𝑂𝑂𝑂 = (𝑜𝑜𝑜𝑜 𝑘𝑘𝑛𝑛,𝑘𝑘𝑚𝑚 ) ℎ 𝑔𝑔 matrix of mutual similarities of all specified products 𝐿𝐿𝑈𝑈𝑁𝑁𝑜𝑜 the total number of all selected products 𝑁𝑁𝑁𝑁 of the set 𝑂𝑂…”
Section: Discussionmentioning
confidence: 99%
“…To test different scales of the system machines, universality and variants of the produced products and the results will be verified by a more complex simulation taking into account the failure rate of the machines and equipment. The aim is to link the methodology to the existing algorithm for a modular production line [38] which will determine the more precise time aspect of the system reconfiguration. degree of similarity of a couple of given products 𝑁𝑁𝑁𝑁 and 𝑁𝑁𝑘𝑘, while the value can be defined as an element of the matrix of mutual similarities of all given products 𝑂𝑂𝑂𝑂 = (𝑜𝑜𝑜𝑜 𝑘𝑘𝑛𝑛,𝑘𝑘𝑚𝑚 ) ℎ 𝑔𝑔 matrix of mutual similarities of all specified products 𝐿𝐿𝑈𝑈𝑁𝑁𝑜𝑜 the total number of all selected products 𝑁𝑁𝑁𝑁 of the set 𝑂𝑂…”
Section: Discussionmentioning
confidence: 99%
“…For the application considered in the study ofĎurica et al [109], a continuous and decentralized route planner is necessary for a modular manufacturing line, therefore they proposed an approach in which a delegate multi-agent system (D-MAS) is used and this approach verified using a simulation with VR.…”
Section: Machinerymentioning
confidence: 99%
“…In the Discussion (Section 4), a description of the different applications found while conducting this study was made. These applications are related to different purposes that are described and in which that section has been divided: videogames development [30][31][32][33][34][35][36][37][38][39], robot simulation [40,41], interactive virtual environments development [42][43][44][45], human behavior simulation , dissemination of cultural heritage [100,101], urban m development of autonomous vehicles [107,108], and machinery simulation [109][110][111] (Figure 5). Also, simulation of human behavior can be divided into subcategories: crowds simulation [57][58][59][60][61][62][63][64][65][66][67][68], emergency plans [69][70][71][72], work environment [73][74][75][76][77]...…”
Section: What Applications Have Been Developed With Multi-agent Systems In the Field Of Virtual Reality?mentioning
confidence: 99%
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“…Participation should be open and encouraged in the business environment employees. [15][16][17][18][19] 2 The purpose of case study and methods…”
mentioning
confidence: 99%