Archiwa OpEx stories

Nov

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Design of Experiments (DoE) – How to Conduct DoE? Part 4

You can find the first parts of the article here: PART 1 PART 2 PART 3 Creating a Prediction Table – Summary of the Planning Stage To summarize the planning phase, it is useful to create a Prediction Table that documents our knowledge prior to the DoE. This is a good way to begin a […]

Nov

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Design of Experiments (DoE). What makes DOE conclusions work in practice? Part 3

You can find the first parts of the article here: PART 1 PART 2 What makes the conclusions from DOE work in practice? Once we have the experimental matrix, our recipe for conducting a DOE, we need to consider how to approach its implementation. There will always be factors that we won’t manipulate during the […]

Nov

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Design of Experiments (DoE). What to measure during an experiment and what experimental design to choose, Part 2

The first part of the article in which we established the goals of the experiment, selected factors and their testing levels,, can be found here PART 1 What will we measure during DOE? 1. Y, or preferably the main Ys, are numerical metrics describing the effect of the tested factors We therefore need to measure […]

Oct

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Design of Experiments (DoE). How to design an experiment: the purpose of the DoE, choosing factors and testing levels, Part 1

How to plan an experiment? DoE (Design of Experiments), in our experience, is the most effective way to collect data and increase understanding of cause-effect relationships. What we learn from a DoE depends primarily on how we plan it. No level of analysis advancement will be helpful if the data we collect lacks knowledge – […]

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DMAIC or PDSA cycle?

What is needed for improvement – DMAIC or PDSA? Today’s pace of life and business is incredibly fast. We strive to keep up – both in our daily activities and in our long-term strategic plans. We want to act quickly, efficiently, and effectively. We expect ready-made solutions, best practices, and proven workflows. At first, it […]

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Full Factorial Design, Design of Experiments, DOE – How to verify prediction model quality? PART 4/4

Below you will find the earlier parts of this article: PART 1 PART 2 PART 3 How to verify the quality of the model? How can we verify how accurately it predicts humidity for different settings of factors A, B, and C, and the AB interaction? It’s best to compare the humidity predicted by the […]

OpEx stories

Design of Experiments (DoE) – How to Conduct DoE? Part 4

Design of Experiments (DoE). What makes DOE conclusions work in practice? Part 3

Design of Experiments (DoE). What to measure during an experiment and what experimental design to choose, Part 2

Design of Experiments (DoE). How to design an experiment: the purpose of the DoE, choosing factors and testing levels, Part 1

DMAIC or PDSA cycle?

Full Factorial Design, Design of Experiments, DOE – How to verify prediction model quality? PART 4/4

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