Reliability Analysis and Numerical Simulation of Industrial Robot Drive System with Vacation
With the advancement of science and technology, industrial robots have become indispensable equipment in advanced manufacturing and a critical benchmark for assessing a nation’s manufacturing and technological capabilities. Enhancing the reliability of industrial robots is therefore a pressing prior...
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MDPI AG
2025-04-01
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| author | Yanling Li Genqi Xu Yihui Wang |
| author_facet | Yanling Li Genqi Xu Yihui Wang |
| author_sort | Yanling Li |
| collection | DOAJ |
| description | With the advancement of science and technology, industrial robots have become indispensable equipment in advanced manufacturing and a critical benchmark for assessing a nation’s manufacturing and technological capabilities. Enhancing the reliability of industrial robots is therefore a pressing priority. This paper investigates the drive system of industrial robots, modeling it as a series system comprising multiple components (n) with a repairman who operates under a single vacation policy. The system assumes that each component’s lifespan follows an exponential distribution, while the repairman’s repair and vacation times adhere to general distributions. Notably, the repairman initiates a vacation at the system’s outset. Using the supplementary variable method, a mathematical model of the system is constructed and formulated within an appropriate Banach space, leading to the derivation of the system’s abstract development equation. Leveraging functional analysis and the <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msub><mi>C</mi><mn>0</mn></msub></semantics></math></inline-formula>-semigroup theory of bounded operators, the study examines the system’s adaptability, stability, and key reliability indices. Furthermore, numerical simulations are employed to analyze how system reliability indices vary with parameter values. This work contributes to the field of industrial robot reliability analysis by introducing a novel methodological framework that integrates vacation policies and general distribution assumptions, offering new insights into system behavior and reliability optimization. The findings have significant implications for improving the design and maintenance strategies of industrial robots in real-world applications. |
| format | Article |
| id | doaj-art-e5959d3c649c49cda43e7207c7863ef1 |
| institution | DOAJ |
| issn | 2075-1680 |
| language | English |
| publishDate | 2025-04-01 |
| publisher | MDPI AG |
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| series | Axioms |
| spelling | doaj-art-e5959d3c649c49cda43e7207c7863ef12025-08-20T03:14:20ZengMDPI AGAxioms2075-16802025-04-0114427510.3390/axioms14040275Reliability Analysis and Numerical Simulation of Industrial Robot Drive System with VacationYanling Li0Genqi Xu1Yihui Wang2School of Mathematics and Statistics, Qinghai Minzu University, Xining 810007, ChinaSchool of Mathematics, Tianjin University, Tianjin 300072, ChinaSchool of Mathematics and Statistics, Qinghai Minzu University, Xining 810007, ChinaWith the advancement of science and technology, industrial robots have become indispensable equipment in advanced manufacturing and a critical benchmark for assessing a nation’s manufacturing and technological capabilities. Enhancing the reliability of industrial robots is therefore a pressing priority. This paper investigates the drive system of industrial robots, modeling it as a series system comprising multiple components (n) with a repairman who operates under a single vacation policy. The system assumes that each component’s lifespan follows an exponential distribution, while the repairman’s repair and vacation times adhere to general distributions. Notably, the repairman initiates a vacation at the system’s outset. Using the supplementary variable method, a mathematical model of the system is constructed and formulated within an appropriate Banach space, leading to the derivation of the system’s abstract development equation. Leveraging functional analysis and the <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msub><mi>C</mi><mn>0</mn></msub></semantics></math></inline-formula>-semigroup theory of bounded operators, the study examines the system’s adaptability, stability, and key reliability indices. Furthermore, numerical simulations are employed to analyze how system reliability indices vary with parameter values. This work contributes to the field of industrial robot reliability analysis by introducing a novel methodological framework that integrates vacation policies and general distribution assumptions, offering new insights into system behavior and reliability optimization. The findings have significant implications for improving the design and maintenance strategies of industrial robots in real-world applications.https://www.mdpi.com/2075-1680/14/4/275driver systemC0-semigroupsingle vacationstabilityreliability |
| spellingShingle | Yanling Li Genqi Xu Yihui Wang Reliability Analysis and Numerical Simulation of Industrial Robot Drive System with Vacation Axioms driver system C0-semigroup single vacation stability reliability |
| title | Reliability Analysis and Numerical Simulation of Industrial Robot Drive System with Vacation |
| title_full | Reliability Analysis and Numerical Simulation of Industrial Robot Drive System with Vacation |
| title_fullStr | Reliability Analysis and Numerical Simulation of Industrial Robot Drive System with Vacation |
| title_full_unstemmed | Reliability Analysis and Numerical Simulation of Industrial Robot Drive System with Vacation |
| title_short | Reliability Analysis and Numerical Simulation of Industrial Robot Drive System with Vacation |
| title_sort | reliability analysis and numerical simulation of industrial robot drive system with vacation |
| topic | driver system C0-semigroup single vacation stability reliability |
| url | https://www.mdpi.com/2075-1680/14/4/275 |
| work_keys_str_mv | AT yanlingli reliabilityanalysisandnumericalsimulationofindustrialrobotdrivesystemwithvacation AT genqixu reliabilityanalysisandnumericalsimulationofindustrialrobotdrivesystemwithvacation AT yihuiwang reliabilityanalysisandnumericalsimulationofindustrialrobotdrivesystemwithvacation |