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Adaptation of Material Flows in Mechanical Transportation Systems Based on Observation Experience
Southern Federal University, Department of Applied Information Science Taganrog.
Southern Federal University, Department of Applied Information Science Taganrog.
Department of Electrical and Computer System Engineering, University of Auckland, University of Auckland.
Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.ORCID-id: 0000-0002-9315-9920
Antal upphovsmän: 42015 (Engelska)Ingår i: IEEE TrustCom-BigDataSE-ISPA 2015: Helsinki, 20-22 Aug. 2015, Piscataway, NJ: IEEE Communications Society, 2015, s. 269-274, artikel-id 7345659Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

This paper investigates adaptation of material flows in mechanical transportation systems to the appearance of local overloads. The adaptation mechanism is based on the deflection of the forecast of experts who oversee the behavior of flows in the network. We propose a modified version of case-based reasoning, which uses the concept of imagination of situations. Unlike known methods, imaginative description of cases increases the reliability of decision-making. We provide a modification of the algorithm for dynamically building routing tables in distributed controllers of a transportation network. Analytic evaluation of the adaptation method's effectiveness is provided. The paper is concluded with outline of the implementation mechanism using a network of distributed controllers

Ort, förlag, år, upplaga, sidor
Piscataway, NJ: IEEE Communications Society, 2015. s. 269-274, artikel-id 7345659
Nationell ämneskategori
Datavetenskap (datalogi)
Forskningsämne
Kommunikations- och beräkningssystem
Identifikatorer
URN: urn:nbn:se:ltu:diva-39714DOI: 10.1109/Trustcom.2015.643ISI: 000380431400038Scopus ID: 2-s2.0-84969249078Lokalt ID: e908e274-5b26-48f5-8412-6663a6cb4231ISBN: 9781467379519 (tryckt)OAI: oai:DiVA.org:ltu-39714DiVA, id: diva2:1013231
Konferens
IEEE TrustCom-BigDataSE-ISPA : 20/08/2015 - 22/08/2015
Anmärkning

Validerad; 2016; Nivå 1; 2016-10-11 (andbra)

Tillgänglig från: 2016-10-03 Skapad: 2016-10-03 Senast uppdaterad: 2018-07-10Bibliografiskt granskad

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