Artificial Intelligence Supported Power Quality Prediction and Mitigation

Artificial Intelligence Supported Power Quality Prediction and Mitigation
Author :
Publisher : BoD – Books on Demand
Total Pages : 196
Release :
ISBN-10 : 9783756812332
ISBN-13 : 3756812332
Rating : 4/5 (332 Downloads)

Book Synopsis Artificial Intelligence Supported Power Quality Prediction and Mitigation by : Adrian Eisenmann

Download or read book Artificial Intelligence Supported Power Quality Prediction and Mitigation written by Adrian Eisenmann and published by BoD – Books on Demand. This book was released on 2023-12 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt: This thesis introduces a fully data driven approach for the prediction and optimization of critical electrical grid states due to poor power quality. Therefore, a nonvolatile memory model for time series forecasting, designed to profit especially from big data bases and complex pattern use cases as well as an Artificial Intelligence based Smart Demand Side Management framework to enable system inherent resources / components for minimization of harmonic disturbances is applied to measured power grid scenarios.


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