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by Christopher Jackson Leave a Comment

SOR 839 First Steps with Data

SOR 839 First Steps with Data

First Steps with Data

Abstract

Chris and Fred discuss what is the first thing with you do when someone gives you lots of information. What do you do?
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Filed Under: Speaking Of Reliability: Friends Discussing Reliability Engineering Topics | Warranty | Plant Maintenance Tagged with: Data, Data Analysis, data corruption, data trust

by Christopher Jackson Leave a Comment

SOR 471 Questions to Ask about Data Analysis

SOR 471 Questions to Ask about Data Analysis

Questions to Ask about Data Analysis

Abstract

Chris and Fred discuss data analysis … specifically the first question we ask before we help someone with their data analysis project. Chris always asks – what is the decision that this data analysis will support? And Fred always asks – where did this data come from? The reason these questions are important is that you need to know what information you need before you construct an analysis to get that information. And you need to be confident in the results. A single data set can potentially create multiple information sets. And this depends on how you construct the analysis. Which based on the decision. Listen to this podcast if you would like to learn more.
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Filed Under: Speaking Of Reliability: Friends Discussing Reliability Engineering Topics | Warranty | Plant Maintenance, The Reliability FM network Tagged with: confidence, Data Analysis, decision, reliability, reliability management

by James Kovacevic Leave a Comment

44 – What is a Monte Carlo Analysis with Fred Schenkelberg

44 – What is a Monte Carlo Analysis with Fred Schenkelberg

What is a Monte Carlo Analysis with Fred Schenkelberg

In today’s episode, the guest Fred Schenkelberg explains the Monte Carlo simulation in a fair amount of detail. Before you get in the depth of how the tool works, you need to understand what basically this method is. The Monte Carlo simulation has been around since World War 2 and it is a mathematical technique that works based on probability functions, random variables, and the distribution of statistical data. The main concept of it to give the decision maker the most obvious choices while facing any risks to get the best out of every possible outcome. The tool serves the purpose for getting a better insight of the consequences relative to each choice the person making decisions has to make. When you’re looking for the reliability of your assets and checking the integrity of your different maintenance programs, it is a really powerful tool.
ᐅ Play Episode

Filed Under: Rooted in Reliability: The Plant Performance Podcast, The Reliability FM network Tagged with: Analysis, Data, Data Analysis, Fred Schenkelberg, Monte Carlo, reliability, statistics

by James Kovacevic 2 Comments

SOR 165 Reliability Analytics for Asset Management

SOR 165 Reliability Analytics for Asset Management

Reliability Analytics for Asset Management

Abstract

James and Fred discussing data analysis tools for use in asset management work.
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Filed Under: Speaking Of Reliability: Friends Discussing Reliability Engineering Topics | Warranty | Plant Maintenance, The Reliability FM network Tagged with: Asset Management, Data Analysis

by Fred Schenkelberg Leave a Comment

Time to Failure Data Analysis for Your Factory Equipment

Time to Failure Data Analysis for Your Factory Equipment

Time to Failure Data Analysis for Your Factory Equipment

We have data. Often an abundance of data concerning equipment failures. Failures per month or MTBF type measures do not reveal sufficient insights to understand the pattern of failures.

ᐅ Play Episode

Filed Under: Accendo Reliability Webinar Series, The Reliability FM network Tagged with: Data Analysis

by Fred Schenkelberg Leave a Comment

Collecting and Analyzing Your Field Data

Collecting and Analyzing Your Field Data

Collecting and Analyzing Your Field Data

We often have more data than we can to use. For time to failure, warranty claims, and related field data, we should take the time to learn what we can. Let’s explore organizing your field data and use basic techniques let the data speak.

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Filed Under: Accendo Reliability Webinar Series, The Reliability FM network Tagged with: Data Analysis

by James Kovacevic 5 Comments

16 – A Discussion on Weibull Analysis with Fred Schenkelberg

16 – A Discussion on Weibull Analysis with Fred Schenkelberg

A Discussion on Weibull Analysis with Fred Schenkelberg

This episode of the weekly podcast discusses the basics of Weibull analysis and distribution technique. By using it you can precisely calculate the probability of failures through a statistical analysis of the failure data. As it is a statistical way of calculating the failure rate and getting an idea about the downtime and life of the equipment, it needs data.
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Filed Under: Rooted in Reliability: The Plant Performance Podcast, The Reliability FM network Tagged with: Data, Data Analysis, Fred Schenkelberg, RE, reliability, Reliability Engineering, RIR, Weibull

by Andre Kleyner Leave a Comment

SOR 087 Confusion between repairable and non-repairable data analysis

SOR 087 Confusion between repairable and non-repairable data analysis

Confusion between repairable and non-repairable data analysis

Abstract

Andre and Fred discuss the basic approaches for proper data analysis depending on the data source.
ᐅ Play Episode

Filed Under: Speaking Of Reliability: Friends Discussing Reliability Engineering Topics | Warranty | Plant Maintenance, The Reliability FM network Tagged with: Data Analysis

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