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RESEARCH PAPER
Risk assessment of a production system based on a technological description model
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1
Wrocław University of Science and Technology, Poland
 
2
Kharkiv Polytechnic Institute, National Technical University, Ukraine
 
 
Submission date: 2025-02-13
 
 
Final revision date: 2025-03-27
 
 
Acceptance date: 2025-05-01
 
 
Online publication date: 2025-05-03
 
 
Publication date: 2025-05-03
 
 
Corresponding author
Anna Burduk   

Wrocław University of Science and Technology, Poland
 
 
 
HIGHLIGHTS
  • Method for assessing the risk of exceeding production time in manufacturing process.
  • Risk calculation considers technological route structure and statistical operation traits.
  • Factors of equipment breakdown and adjustment states are included in risk calculation.
  • Method estimates processing time and losses due to unproduced parts.
  • A production line with seven sequential operations is analyzed for risk assessment.
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ABSTRACT
The paper presents a method for assessing the risk of exceeding the agreed production time for a batch of products using the statistical modeling of a production system. The approach considers the structure of the technological route and statistical characteristics of operations. It accounts for both the probability of a given state, such as equipment failure or adjustment, and the distribution of time spent in that state. A production line with seven sequential operations is analyzed. Risk is defined as the probability that production time will exceed the planned order completion time. The method estimates total processing time and potential losses due to unproduced parts. The results show that batch processing time follows a distribution close to the normal law. This provides a basis for optimizing the exploitation and reliability of manufacturing systems, ensuring their efficiency and reducing downtime.
eISSN:2956-3860
ISSN:1507-2711
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