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Probabilistic Design Ebook

Probabilistic Design
Ebook cover: Probabilistic Design

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Title: Probabilistic Design

Inside the ebook you will learn:

  • How to properly understand the need for a well designed experiment
  • An old, but rarely known method for optimising a system that is easier than traditional DoE methods
  • An improved experimental method for robustifying a design that reduces workload and gives you much more insight into your system
  • Techniques you can use to quickly and easily model a system so that you can see how random variability will affect quality and risk
  • About some of the best books that I have come across on the topic of probabilistic design
  • How you can determine how much information you really need to predict quality
  • How to use initial findings to see if you have improved a system's reliability without the need for extensive testing
  • The principle that actually allows robustification to work. Once you have this, everything else just falls into place.
  • Excel application for free
  • How Monte Carlo works and where you can gat a simple Microsoft
  • The benefits to be had from inverting variables in experiments
  • How to reduce the workload that comes with experimental methods. Most people always waste far too much time on these
  • How you can quickly analyse the results of experiments in Microsoft Excel, without the need for costly DoE software
  • How you can simplify a system so that you can more easily analyse it for quality and risk
  • When robustification is impossible there are two reasons
  • About the use of genetic algorithms in robustification, and you can bets work with them
  • About the numerous ways you can optimise a system in the spreadsheet environment
  • When experimental procedures can cause problems. Interestingly enough, the problem is the ultimate benefit.
  • Why many people actually don't know how to properly use control charts, but you will
  • The potential Achilles heal with Six Sigma
  • The limitation with a common quality control method that few really know about
  • How to estimate random variability of key features when you have limited data
  • The probabilistic theory that underlies a number of quality methods that no one ever seems to tell you about
  • Some of the best ways to properly quantify and describe random variables
  • The mindset that only a few people have, but that you can develop to make it easy to intuitively apply probabilistic methods
  • Creating actual probability distribution with small data sets
  • How to visualise experimental design to see sensitivities there could be to small measurement errors
  • The algebra of probability distributions that are a mystery to most, but so vitally important to those of us who need to ensure quality and risk
  • A collection of short hand equations that you can use to help you follow the flow of random variation through a system
  • A graphical method that allows you to see how random variability flows through a system
  • How a common habit that many of have can be destroying you ability to intuitively design more robust systems and what to do about it
Ebook cover: Probabilistic Design
Buy this ebook here
Add to Wish List

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