Assessment of Reliability Factors in Chocolate Manufacturing Plant using Boolean Function Technique and Neural Networking.

Abstract

A simple approach of solving a mathematical model depicting the reliability of a system is by doing its mathematical formulation using Boolean algebra technique and neural networking approach in simplication of complex system. Various reliability parameters are computed on applying Boolean and neural network approach. The author focus in this paper is to calculate the cost and factors of reliability of chocolate manufacturing plant using feed forward neural network approach using MATLAB.

Implementing the Algebra of Logic Approach to Analyse the Stochastic Behaviour of an Industrial Ice Cream Plant

“…23) evaluate the performance of an industrial plant using BFT. 24) assess reliability factors and suggest improvements 25) to enhance system performance. 26) also employ BFT to analyze reliability in milk powder manufacturing plants and paper plants, respectively.…”

“…In conclusion, RAM analysis is crucial for evaluating the performance and efficiency of industrial systems. The reviewed studies demonstrate the application of various methodologies 29) including statistical analysis, BFT, ANN models, and structural reliability analysis 30) . These studies provide valuable insights and techniques to enhance the reliability, availability, and maintainability of different industrial systems 31) .…”

Reliability Estimation of a Degradable System using Intuitionistic Fuzzy Weibull Lifetime Distribution

“…Today, the study of reliability is an important part of many fields, including engineering 3) manufacturing, and quality control. By quantifying the parameters for assessing reliability 4) , engineers and researchers can design more reliable systems and components, and better understand the causes of system failures 5) when they occur. This development is presently evident in our daily life in the form of high reliability and long operational life of home appliances like Televisions, Refrigerators, Washing machines, LED bulbs, tube lights etc.…”