Read e-book online Automatic Learning Techniques in Power Systems (Power PDF

By Louis A. Wehenkel

computerized studying is a posh, multidisciplinary box of study and improvement, concerning theoretical and utilized tools from statistics, computing device technology, synthetic intelligence, biology and psychology. Its purposes to engineering difficulties, similar to these encountered in electrical energy structures, are as a result not easy, whereas super promising. a growing number of info became to be had, gathered from the sphere by way of systematic archiving, or generated via computer-based simulation. to address this explosion of information, automated studying can be utilized to supply systematic techniques, with out which the expanding facts quantities and desktop energy will be of little use.
Automatic studying ideas in energy Systems is devoted to the sensible software of computerized studying to strength structures. persistent structures to which computerized studying may be utilized are screened and the complementary points of computerized studying, with recognize to analytical tools and numerical simulation, are investigated.
This publication offers a consultant subset of computerized studying tools - uncomplicated and extra subtle ones - to be had from statistics (both classical and modern), and from synthetic intelligence (both not easy and delicate computing). The textual content additionally discusses applicable methodologies for combining those ways to make the easiest use of obtainable info within the context of real-life difficulties.
Automatic studying suggestions in energy Systems is an invaluable reference resource for pros and researchers constructing automated studying structures within the electrical energy field.

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Automatic Learning Techniques in Power Systems (Power Electronics and Power Systems) by Louis A. Wehenkel

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