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Machine Learning for Battery Health Prediction- introduction

1. describing the "state of health" in batteries, definition and importance, and applications of such a degradation model in industry (2-4 pages) 2. what has been done so far on "state of health" modeling ? naming a few methods including the mathematical one (2 pages) 3. "state of health" modeling using machine learning, what has been done. Advantages, disadvantages, (2pages) 4. go more into details on two machine learning methods (suggestions: neural network and SVM), cite related papers, maybe say something about bottlenecks (3-4pages)
1. describing the "state of health" in batteries, definition and importance, and applications of such a degradation model in industry (2-4 pages) 2. what has been done so far on "state of health" modeling ? naming a few methods including the mathematical one (2 pages) 3. "state of health" modeling using machine learning, what has been done. Advantages, disadvantages, (2pages) 4.
Assignment ID
441817
Type
CREATED ON
21 March 2018
COMPLETED ON
22 March 2018
Price
$30
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21 March 2018
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21 March 2018
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21 March 2018
User contacted writer Javascript
21 March 2018
User hired writer Javascript
22 March 2018
Writer completed order Machine Learning for Battery Health Prediction- introduction for 1 day, meeting the deadline
22 March 2018
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