Reliability assessment of man-machine systems subject to mutually dependent machine degradation and human errors

Che, Haiyang; Zeng, Shengkui; Guo, Jianbin

doi:10.1016/j.ress.2019.106504

Cited by 27 publications

(14 citation statements)

References 58 publications

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“…Information purifying incorporates tasks that right terrible information swift some awful information through of the informational index, and channel out information that is unreasonably pointed by point for use model in this research. The human contribution of information is dependent upon mistakes [28], [31]. Additionally, a few codes are not in current use.…”

Section: Data Profiling and Cleansingmentioning

confidence: 99%

Visual Analysis of Data Sales Using the Knime Platform Template - A Study at PT. Soho Global Health Alliance Division Cirebon

Sulaiman¹,

Suliyanto²,

Najmudin³

2021

Proceedings of the 1st International Conference on Sustainable Management and Innovation, ICoSMI 2020, 14-16 September 2020, Bo

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Industry 4.0 Era data is very important and is the starting point for managers to make decisions on the next step. Sales data generally have been presented and processed using Ms. Excel. This has limitations in visualizing, the purpose of this study is to bridge the limitations of the author by conducting a visual study of sales data analysis using the open-source KINIME Platform template. The results show that using KNIME Data visualization can be done easily and quickly (drag and drop node) using the template provided. The empirical advantage of this study is that it makes it easier for target managers to manage data, and big data is used as a basis for companies to plan everything. Theoretically adding knowledge about big data to marketing theory. Future research in The database can be used for terms of machine learning and artificial intelligence for marketing.

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Section: Data Profiling and Cleansingmentioning

confidence: 99%

Visual Analysis of Data Sales Using the Knime Platform Template - A Study at PT. Soho Global Health Alliance Division Cirebon

Sulaiman¹,

Suliyanto²,

Najmudin³

2021

Proceedings of the 1st International Conference on Sustainable Management and Innovation, ICoSMI 2020, 14-16 September 2020, Bo

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show abstract

“…17 In many studies, human errors are considered as random shocks. 10,11 Yang et al 18 conclude that the failures and degradation of the turret in a lathe are mainly due to human errors. These studies suggest that human errors accelerate machine degradation, while machine degradation may facilitate the occurrence of human errors.…”

Section: Introductionmentioning

confidence: 99%

“…A multistate model is widely studied to conduct a reliability analysis of these machine subsystems, such as Refs. 10–13 for situation (a), and Refs. 14–16 for situation (b).…”

Section: Introductionmentioning

confidence: 99%

Semi‐Markov reliability model of manufacturing systems considering machine degradation, human errors, and their mutual facilitation effects

Che

Zeng

Guo

2022

Quality & Reliability Eng

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Reliability plays a significant role in the overall performance of manufacturing systems, and accurate reliability assessments can guarantee their functionalities and efficiencies. This paper develops a reliability model of a manufacturing system considering machine degradation, human errors, and their mutual facilitation effects (MFE): machine degradation may increase fatigue rate and weaken learning process, thereby facilitating the occurrence of human errors, while human errors may, in turn, facilitate the machine degradation process. Although MFE may reduce system reliability, current reliability models ignore this effect. In this paper, to describe the MFE, a stochastic human error model under the effects of learning–forgetting and fatigue–recovery is proposed, where the human error rate depends on the current machine degradation state; next, based on their facilitation effects on machine degradation, human errors are divided into safety, damage, and fatal zones; finally, we incorporate the zoned human error model into the machine degradation model and develop a Semi‐Markov reliability model. A Monte Carlo method is implemented to calculate system reliability. The turret of a lathe operated by a worker is utilized to illustrate the effectiveness of the reliability model.

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“…Hence, the method based on these techniques can better satisfy the demands of modern systems and provide a more practical and intuitive result. Many researchers have focused on the modeling of the manmachine system (MMS) because it is the core of the behavioral processes of complex industrial systems, including the human and equipment factors [5][6][7]. At the same time, the model-based safety analysis (MBSA) has become one of the mainstream technologies to address the safety modeling and simulation of modern large-scale systems [8].…”

Section: Introductionmentioning

confidence: 99%

Man-Machine Modeling and Safety Analysis Method for Landing Process Based on SysML and Simulink

Yuan

Jiao

et al. 2022

Mathematical Problems in Engineering

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The large-scale system’s mission process and the interaction within the system are becoming more complex with the improvement of the integration and intelligence, and the complex interactions among multiple factors, such as the unsafe behavior of personnel, equipment failures, and environmental interference, make safety analysis a greater challenge. Aimed at the safety of carrier aircraft, an integrated system modeling and safety analysis method for aircraft landing process were proposed based on System Modeling Language (SysML) and Simulink. First, the SysML models were built according to the analysis of the mission process, including system structure and behavior process, using multiple diagrams. Second, the SysML models were transformed into and integrated with the Simulink platform to build entity models with continuous dynamic characteristics and to perform safety analysis through simulation. Finally, an example of aircraft attitude control during landing was given to demonstrate the proposed method, and the safety states were analyzed and assessed under different disturbance conditions.

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Reliability assessment of man-machine systems subject to mutually dependent machine degradation and human errors

Cited by 27 publications

References 58 publications

Visual Analysis of Data Sales Using the Knime Platform Template - A Study at PT. Soho Global Health Alliance Division Cirebon

Visual Analysis of Data Sales Using the Knime Platform Template - A Study at PT. Soho Global Health Alliance Division Cirebon

Semi‐Markov reliability model of manufacturing systems considering machine degradation, human errors, and their mutual facilitation effects

Man-Machine Modeling and Safety Analysis Method for Landing Process Based on SysML and Simulink

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