Introducing the relationship between failure rate and reliability, failure probability density, and unreliability!
This document introduces the relationship between failure rate, reliability, unreliability, and failure probability density, among other reliability information. There is a close relationship between reliability, unreliability, failure probability density, and failure rate (which can be viewed from different perspectives as needed); knowing one allows you to understand the other metrics. When managing failures using CMMS/EAM, it is possible to aggregate the number of failures over time. If the number of failures over time is known, the time dependence of failure rate, reliability, and unreliability can be understood. Weibull analysis is a method of failure analysis that leverages this characteristic. [Contents] - The relationship between failure rate, reliability, failure probability density, and unreliability - Detailed explanation of the diagrams - Summary *For more details, please refer to the PDF document or feel free to contact us.
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Our company develops and sells a "Maintenance Management System" for managing and operating various plants, factories, and other facilities and assets. Currently, this system is undergoing significant evolution into one that incorporates IoT technologies, such as sensor information and input from tablet devices, as well as AI technologies like machine learning, featuring functions for failure prediction and automatic scheduling. Additionally, as part of the recent trend towards digital transformation (DX), there is a growing movement to digitize and automate manufacturing processes and research and development sites in factories to enhance operational efficiency. In line with this trend, our company provides a solution aimed at improving efficiency in research and development environments, known as the Laboratory Information Management System (LIMS), which includes features such as workflow management, data tracking, data management, data analysis, and integration of electronic lab notebooks.