Developing a novel risk-based MCDM approach based on D numbers and fuzzy information axiom and its applications in preventive maintenance planning

2019 ◽  
Vol 82 ◽  
pp. 105559 ◽  
Author(s):  
Hamidreza Seiti ◽  
Ashkan Hafezalkotob ◽  
Seyed Esmaeil Najafi ◽  
Mehran Khalaj
Keyword(s):  
Preventive Maintenance ◽  
Maintenance Planning ◽  
Fuzzy Information ◽  
Information Axiom ◽  
D Numbers

scholarly journals Multiobjective Joint Optimization of Production Scheduling and Maintenance Planning in the Flexible Job-Shop Problem

2015 ◽  
Vol 2015 ◽  
pp. 1-9 ◽  
Author(s):  
Jianfei Ye ◽  
Huimin Ma
Keyword(s):  
Decision Making ◽  
Optimization Model ◽  
Preventive Maintenance ◽  
Production Scheduling ◽  
Job Shop ◽  
Joint Optimization ◽  
Planning Problem ◽  
Flexible Job Shop ◽  
Maintenance Planning ◽  
Joint Decision

In order to solve the joint optimization of production scheduling and maintenance planning problem in the flexible job-shop, a multiobjective joint optimization model considering the maximum completion time and maintenance costs per unit time is established based on the concept of flexible job-shop and preventive maintenance. A weighted sum method is adopted to eliminate the index dimension. In addition, a double-coded genetic algorithm is designed according to the problem characteristics. The best result under the circumstances of joint decision-making is obtained through multiple simulation experiments, which proves the validity of the algorithm. We can prove the superiority of joint optimization model by comparing the result of joint decision-making project with the result of independent decision-making project under fixed preventive maintenance period. This study will enrich and expand the theoretical framework and analytical methods of this problem; it provides a scientific decision analysis method for enterprise to make production plan and maintenance plan.

An Integrated Model for Production and Preventive Maintenance Planning in Multi-State Systems

2010 ◽  
Vol 59 (3) ◽  
pp. 496-506 ◽  
Author(s):  
Mustapha Nourelfath ◽  
Mohamed-Chahir Fitouhi ◽  
Mahdi Machani
Keyword(s):  
Preventive Maintenance ◽  
Integrated Model ◽  
Maintenance Planning

Fuzzy Information Axiom in Conceptual Design Scheme Evaluation of Handling Equipments

2012 ◽  
Vol 605-607 ◽  
pp. 263-266 ◽  
Author(s):  
Qin He ◽  
Rui Jun Zhang ◽  
Nan Guo ◽  
Dong Sheng Cong ◽  
Ji Wei Qiu
Keyword(s):  
Optimal Design ◽  
Evaluation Method ◽  
Theoretical Foundation ◽  
Concept Design ◽  
Fuzzy Information ◽  
Product Concept ◽  
Design Scheme ◽  
Fuzzy Language ◽  
Information Axiom ◽  
Scheme Evaluation

Applying fuzzy information axiom in product concept design, the evaluation method for design schemes based on fuzzy information axiom was built and the insufficient of estimation in qualitative indexes was overcome. Actual membership function curve was selected conform to different index types, and fuzzy language of qualitative indexes is numerical. Through computing information content of each product scheme, the optimal scheme was selected with the unified metrics. The model was applied in scheme evaluation of handling equipment in stereo garage and its effectiveness was verified. Meanwhile, the optimal design scheme of handling equipment in vertical rotary stereo garage was obtained and the theoretical foundation was provided for handing equipment.

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