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A Systematic Approach of Scheduling and Evaluting Quality by using Fuzzy Logic in Manufacturing


Author(s):

Deepak Kumar , M S R I T, Bangalore; Shashi Bhushan Singh, M S R I T, Bangalore; Chethan Kumar CS, M S R I T, Bangalore

Keywords:

Scheduling, FMS, Fuzzy logic, MATLAB, sequencing, processes, routing, SPC, quality, manufacturing, process

Abstract:

This paper represents the scheduling process in furniture manufacturing unit. It gives the fuzzy logic application in flexible manufacturing system. Flexible manufacturing systems are production system in furniture manufacturing unit. FMS consist of same multipurpose numerically controlled machines. Here in this project the scheduling has been done in FMS by using fuzzy logic tool in MATLAB software. The fuzzy logic based scheduling model in this paper will deals with the job and best alternative route selection with multi-criteria of machine. Here two criteria for job and sequencing and routing with rules. This model is applicable to the scheduling of any manufacturing industry. It also deals with the possibility of using artificial intelligence elements in order to evaluate the quality of a manufacturing process. There are described selected indexes of a production process quality evaluation based on statistical process control (SPC), their interpretation and evaluation by means of fuzzy sets, which enable us to work with inaccurate, incomplete or vague information about a monitored and reviewed phenomenon. There are described possibilities of using program system MATLAB and its toolboxes Simulink and Fuzzy Logic to evaluate quality of the manufacturing process based on fuzzy principles.


Other Details:

Manuscript Id :IJSTEV4I2018
Published in :Volume : 4, Issue : 2
Publication Date: 01/09/2017
Page(s): 65-68
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