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Optimal control of production and maintenance operations in smart custom manufacturing systems with multiple machines

Vignan Gupta, Elluri, Mogale, D. G. and Kumar Tiwari, Manoj 2019. Optimal control of production and maintenance operations in smart custom manufacturing systems with multiple machines. IFAC-PapersOnLine 52 (13) , pp. 241-246. 10.1016/j.ifacol.2019.11.148

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Abstract

Enterprises equipped with IoT (Internet of Things) are the new generation of manufacturing industry. There is a need for new optimization models which incorporate the advantages of IoT. In this paper, a new mathematical model and heuristic algorithm are developed to minimize the total cost in a multiple machine environment which enables the industries to take economically better decisions and effectively use their resources. A heuristic algorithm is developed for identical machines which process with the same tool. A system in which jobs with stochastic workloads arrive randomly and upon arrival, their workload is facilitated by IoT. The proposed algorithm determines the assignment of workload to the machine and processing speed. The algorithm works for both online and offline frameworks.

Item Type: Article
Date Type: Published Online
Status: Published
Schools: Business (Including Economics)
ISSN: 2405-8963
Date of First Compliant Deposit: 21 February 2020
Last Modified: 21 Feb 2020 15:21
URI: http://orca.cf.ac.uk/id/eprint/129295

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