Work breakdown structure updating 50 laptops

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Collect event logs, then summarize If you have an event log, with categories assigned to each event, then you can cross-tabulate it into event counts by category.It, therefore, makes sense to replace the check sheet with a form of event logger.Set up project-specific event logging In addition to event logs that are already collected by existing systems, an improvement team may need to collect new ones.Systems that log sensor-detected events over the network exist but currently require high-level engineers to set up and debug.So the following are tentative answers to questions that haven’t been asked before.Contents A quality problem-solving toolbox for operators QC circles still thrive in Asia and in Japanese transplants Production operator involvement is still needed Toolboxes provide structure and methods to small-group activity In the US, more sophisticated tools are taught in middle schools than are used in business Ishikawa’s tools and their updates From Check Sheets to Event Loggers Stratification Pareto analysis From Histograms to Density Estimators From Scatterplots to Principal Components From Control Charts to Io T-based go/no-go checking and R2R Controls Pie charts, bar charts, line plots, radar charts, and other From Fishbone Diagrams to Mind Maps Other toolkits Implementation concerns Sheep dipping is ineffective training Tools used just to humor outsiders don’t help solve problems Conclusions that he felt were sufficient for participants in QC circles and could practically be taught to them.In the US, production operators who master and use Ishikawa’s 7 tools are found only in Japanese transplants, like Toyota’s factories.

Engineers and managers should know how to validate their accuracy and retrieve them in the form of tables.

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How can we do today what Ishikawa’s toolbox managed to do 50 years ago?

Data science and information technology have changed since 1970, and so have production operators.

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