An adaptive simulation analysis of reliability model for the system of supply chain based on partial differential equations

The system of supply chain is a complex dynamic system. Due to the existence of many influencing factors, the system of supply chain has strong randomness, which directly affects the reliability for the system of supply chain. How to analyse and improve its reliability has become more and more urgen...

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Main Authors: Mian Zhang, Jinbo Chen, Sheng-Hung Chang
Format: Article
Language:English
Published: Elsevier 2020-08-01
Series:Alexandria Engineering Journal
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1110016820301010
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author Mian Zhang
Jinbo Chen
Sheng-Hung Chang
author_facet Mian Zhang
Jinbo Chen
Sheng-Hung Chang
author_sort Mian Zhang
collection DOAJ
description The system of supply chain is a complex dynamic system. Due to the existence of many influencing factors, the system of supply chain has strong randomness, which directly affects the reliability for the system of supply chain. How to analyse and improve its reliability has become more and more urgent, and has received more and more attention. As a result, this paper analyses transition relationship between states of the system of supply chain, introduces the supplementary variable method, and establishes a reliability model for system of supply chain using partial differential equations. The Repast S simulation is used to study reliability performance for the system of supply chain under different interferences, get intentional interference effects on the reliability for the system of supply chain, than in the same condition of the reliability of the impact of unintentional interference, and the characteristics of the system supply chain has a scale-free, which has better reliability for unintentional interference.
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spelling doaj.art-9851e49d96db4a6785f237f550fd7aee2022-12-21T18:43:37ZengElsevierAlexandria Engineering Journal1110-01682020-08-0159424012407An adaptive simulation analysis of reliability model for the system of supply chain based on partial differential equationsMian Zhang0Jinbo Chen1Sheng-Hung Chang2School of Business Administration, Hubei University of Economics, Wuhan 430205, ChinaCorresponding author.; School of Business Administration, Hubei University of Economics, Wuhan 430205, ChinaSchool of Business Administration, Hubei University of Economics, Wuhan 430205, ChinaThe system of supply chain is a complex dynamic system. Due to the existence of many influencing factors, the system of supply chain has strong randomness, which directly affects the reliability for the system of supply chain. How to analyse and improve its reliability has become more and more urgent, and has received more and more attention. As a result, this paper analyses transition relationship between states of the system of supply chain, introduces the supplementary variable method, and establishes a reliability model for system of supply chain using partial differential equations. The Repast S simulation is used to study reliability performance for the system of supply chain under different interferences, get intentional interference effects on the reliability for the system of supply chain, than in the same condition of the reliability of the impact of unintentional interference, and the characteristics of the system supply chain has a scale-free, which has better reliability for unintentional interference.http://www.sciencedirect.com/science/article/pii/S1110016820301010ReliabilityThe system of supply chainPartial differential equations
spellingShingle Mian Zhang
Jinbo Chen
Sheng-Hung Chang
An adaptive simulation analysis of reliability model for the system of supply chain based on partial differential equations
Alexandria Engineering Journal
Reliability
The system of supply chain
Partial differential equations
title An adaptive simulation analysis of reliability model for the system of supply chain based on partial differential equations
title_full An adaptive simulation analysis of reliability model for the system of supply chain based on partial differential equations
title_fullStr An adaptive simulation analysis of reliability model for the system of supply chain based on partial differential equations
title_full_unstemmed An adaptive simulation analysis of reliability model for the system of supply chain based on partial differential equations
title_short An adaptive simulation analysis of reliability model for the system of supply chain based on partial differential equations
title_sort adaptive simulation analysis of reliability model for the system of supply chain based on partial differential equations
topic Reliability
The system of supply chain
Partial differential equations
url http://www.sciencedirect.com/science/article/pii/S1110016820301010
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