Download e-book for kindle: Automatic Learning Techniques in Power Systems (Power by Louis A. Wehenkel

By Louis A. Wehenkel

computerized studying is a posh, multidisciplinary box of study and improvement, concerning theoretical and utilized tools from records, desktop technological know-how, synthetic intelligence, biology and psychology. Its purposes to engineering difficulties, resembling these encountered in electricity platforms, are consequently demanding, whereas tremendous promising. an increasing number of information became on hand, gathered from the sphere by way of systematic archiving, or generated via computer-based simulation. to deal with this explosion of information, computerized studying can be utilized to supply systematic methods, with no which the expanding facts quantities and computing device strength will be of little use.
Automatic studying recommendations in strength Systems is devoted to the sensible program of computerized studying to energy platforms. persistent platforms to which computerized studying might be utilized are screened and the complementary facets of computerized studying, with appreciate to analytical equipment and numerical simulation, are investigated.
This publication provides a consultant subset of computerized studying tools - easy and extra refined ones - to be had from statistics (both classical and modern), and from synthetic intelligence (both tough and delicate computing). The textual content additionally discusses applicable methodologies for combining those tips on how to make the easiest use of accessible facts within the context of real-life difficulties.
Automatic studying concepts in energy Systems is an invaluable reference resource for execs and researchers constructing computerized studying platforms 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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