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Viser: Manufacturing Intelligence the Art of Making Factory Data
Manufacturing Intelligence the Art of Making Factory Data
Michel Baudin
(2022)
Sprog: Engelsk
Taylor & Francis Group
542,00 kr.
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Detaljer om varen
- Hardback: 250 sider
- Udgiver: Taylor & Francis Group (November 2022)
- ISBN: 9781439827734
Written as an aid in obtaining information to solve factory problems, this text explains how to work with the information systems staff to retrieve factory data from the multiple and often incompatible legacy systems they typically reside in. The author examines the three sources of information: direct observation of the situation; interviews with knowledgeable managers, engineers, or operators; and existing data. By presenting solutions for acquiring information, ways to analyze the information, and systems of presentations, the book offers tricks to make the tangle of obsolete and inconsistent legacy systems produce timely answers.
MOTIVATION One day in manufacturing data hell Sources of information about a manufacturing business Problems with current practices Categories of manufacturing data Quantities of manufacturing data Four challenges Shortcomings of academia Shortcomings of managers The proper balance of effort RETRIEVING AND PREPARING THE DATA Data, information and knowledge Types of data Sources Retrieving the data Cleaning the data MAKING THE DATA TALK Use of visualization techniques rather than decision theory Use of query language to sort, filter, cross-reference, and tabulate Multiple forms of Pareto analysis, by brand, product families, products, options, component consumption, etc. Analysis of similarities between products Time-series analysis of historical data on production, sales, quality, maintenance, employee turnover, etc. Work sampling and analysis based on snapshots Age-analysis of snapshot data Use of the Excel analysis package Use of specialized statistical packages like Minitab, SAS, or Statistics PRESENTING THE FINDINGS Edward Tufte¿s do¿s on presentation: Edward Tufte¿s don¿ts on presentation: Summarizing in metrics Validating the findings through direct observation Considering future plans, not just history Driving changes in logistics and production
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