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- Видео 21
- Просмотров 7 732
Asset Analytics Guy
Добавлен 5 сен 2022
Ahoy asset management aficionados! On this channel, we discuss asset management, and asset analytics. We dive into technical as well as high level topics around asset analytics and how this all relates to taking data, combining it with domain knowledge, then using this to drive better decision making.
What you need to know in 2024 for Reliability Engineering and Asset Analytics.
Hello everybody I'm Dane and in this video I will show you my brand new roadmap for Asset Analytics and Reliability Engineering for 2024. This roadmap includes everything that you should know to excel in their career in 2024.
Mind map Link Here:
www.mindmeister.com/app/map/2987211066?t=1Y6iPubR2k
Don't forget to comment, like and subscribe :)
Also check out modla.co.
Mind map Link Here:
www.mindmeister.com/app/map/2987211066?t=1Y6iPubR2k
Don't forget to comment, like and subscribe :)
Also check out modla.co.
Просмотров: 49
Видео
The Asset Investment Portfolio Optimization Problem
Просмотров 168Год назад
Investment Portfolio Optimisation for asset management, using mixed integer programming, python, PuLP and AWS lambda. ▬ Contents of this video ▬▬▬▬▬▬▬▬▬▬ 0:00 - Intro 0:15 - Portfolio of Investment Problem 0:55 - Mixed Integer Programming 2:53 - Existing Libraries 3:11 - Mathematical Formulation 4:33 - Porting to Python 5:44 - Packaging in AWS Lambda #MIP #AssetManagement #Optimization #Analytics
Discussion - MTBF/MTTR (Part 3)
Просмотров 43Год назад
In this video I chat with Shane Scriven about the MTTF and MTTR Metrics
Discussion - Asset Health Scores (Part 1)
Просмотров 46Год назад
I chat with Shane Scriven from SAS Asset Management about asset health scores and indices.
Discussion - Asset Criticality (Part 2)
Просмотров 18Год назад
In this video I discuss criticality with Shane Scriven from SAS Asset Management.
Asking ChatGPT about reliability stuff!
Просмотров 227Год назад
In this video we ask ChatGPT to help out with some common reliability questions to see how it performs. ▬ Contents of this video ▬▬▬▬▬▬▬▬▬▬ 0:00 - Intro 0:53 - Electric Motor FMEA 2:15 - More Failure Modes 3:56 - Design Lives 5:04 - Dominant Modes 6:02 - Life Extension Activities 7:19 - Weibull Distribution Estimation 9:30 - Inspection Checklist 11:30 - Condition Monitoring Techniques 12:30 - C...
Digging into failure data using causal models.
Просмотров 180Год назад
If your failure data "appears" random, creating a causal model can help you identify specific attributes to dig into.
Digital Twin - Overview of Asset Modelling
Просмотров 113Год назад
Asset Modelling is Asset Knowledge, captured in a specific framework, that can be understood by both humans and machines to inform decision-making. This video walks through the build process. Asset models can be considered as a digital twin for asset performance. ▬ Contents of this video ▬▬▬▬▬▬▬▬▬▬ 0:00 - Intro 0:04 - What is an Asset Model 1:01 - Model Build 4:30 - Transfer to Software 5:50 - ...
Knowledge First Architecture
Просмотров 100Год назад
In this video we go over the differences between a knowledge first architecture (KFA), and a more typical Needs First Architecture (NFA) for connecting data to decision making. ▬ Contents of this video ▬▬▬▬▬▬▬▬▬▬ 0:00 - Intro 0:09 - KFA vs NFA 2:14 - Other Systems 2:54 - Asset Models 3:40 - Field Assets 5:02 - Solvers (Use Cases) 6:05 - Scenarios 6:13 - Outputs 6:20 - Recap
9 Improvement ideas for the CNAIM (Common Network Asset Indices Methodology)
Просмотров 124Год назад
This video highlights some parts of the CNAIM that can be improved. ▬ Contents of this video ▬▬▬▬▬▬▬▬▬▬ 0:00 - Intro 0:19 - CNAIM Explained 0:50 - Preface 2:22 - Existing Approaches 3:53 - Other Uses 4:47 - Causal inference 5:34 - Health Scores to PoF 6:38 - Reliability Principles 8:03 - Mathematical Accuracy 10:46 - Health Scales 11:11 - Risk Reporting 12:55 - Asset Specifics
Everything leads back to failure modes
Просмотров 95Год назад
In this video we explore the centrality of failure modes and their causal relationships. This is not an in-depth view, but highlights how Failure Modes fit in the asset management puzzle.
MTTF / MTBF to Weibull distributions
Просмотров 2,7 тыс.Год назад
MTTF / MTBF to Weibull distributions
The Bathtub Curve - Failure modes to asset level aggregation
Просмотров 570Год назад
The Bathtub Curve - Failure modes to asset level aggregation
Failure Patterns - Why most asset failures AREN'T random.
Просмотров 203Год назад
Failure Patterns - Why most asset failures AREN'T random.
thanks for this video
excellent explanation and demonstration
Thanks!
Thank you for the mind map!
Thank you for the valuable informations
You're welcome!
Maje a video on dormant weibull equation
Congrats on being my first comment EVER! What industry are you using the dormant-weibull in?
@@assetanalyticsguy Gates for dam