학술논문

Multi-objective Linear Approach for the Reliability-Redundancy Allocation Problem
Document Type
Conference
Source
2021 International Conference on Communication, Control and Information Sciences (ICCISc) Communication, Control and Information Sciences (ICCISc), 2021 International Conference on. 1:1-5 Jun, 2021
Subject
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Fields, Waves and Electromagnetics
General Topics for Engineers
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Transportation
Adaptation models
Scalability
Reliability engineering
Linear programming
Resource management
Pharmaceuticals
Reliability
Redundancy Allocation
Multi-objective Optimization
Language
Abstract
This paper goes through the reliability-redundancy allocation problem in its multi-objective form, maximizing the reliability, and minimizing cost, restricted by design limits. The motivation is to adapt a previously proposed problem formulated as a complex, continuous, and nonlinear model, to a simpler linear and discrete model based on some usual market assumptions. Unlike previous works that have used an unlimited set of suppliers, a limited set of components were chosen, each one with a specific value of reliability. All the study is done in a scenario of one system with ten subsystems from a pharmaceutical plant. After that, the Linear Programming technique CPLEX solver is applied, together with an epsilon-restricted multi-objective approach to solve the presented formulation. The purpose is to solve the reliability-redundancy allocation problem inspired in previous works but adapting it to such specific conditions with a limited number of suppliers and components. The paper brings a final solution selected from the Pareto Front, with specific reliability and cost, and goes deeper, describing how many components are needed for each subsystem and from which supplier.