{"product_id":"artificial-neural-network-ann-von-adel-el-shahat","title":"Artificial Neural Network (ANN)","description":"\u003cp\u003eThis book proposes Artificial Neural Network (ANN) Applications for Smart grids and Energy Systems as a one of powerful artificial intelligence nonlinear regression techniques. This study is carried out to emphasize on the importance of ANN in many categories and for undergraduate, graduate students, engineers, and researchers. Artificial Neural Networks (ANNs) Technique is illustrated with its Fundamentals, Data Collection, Analysis and Processing, Structure Design, Number of Hidden Layers, Number of Hidden Units, Initializing Back-Propagation feed-forward network, Training, simulation, Weights and Bias, Testing, Derived mathematical equations and  Graphical user interface. The adopted  nonparametric ANN examples here are: Photovoltaic (PV) modeling,  PM Synchronous m\/c performance improvement, Storage Unit modeling, PV module Genetic Modeling,  Petroleum  Application for archie parameters estimation, dc-dc duty cycle Converter Estimation, Horizontal Axis Wind Turbines modeling and  Capacitive Deionization (CDI) characteristics modeling for desalination application.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783639711141\"\u003e\u003ch3\u003eSmart \u0026amp; Energy Systems Applications\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783639711141","offer_id":39482404372573,"sku":"9783639711141","price":79.9,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/48df1129-3215-4ce7-9c58-eebc87ec55aa.jpg?v=1768974161","url":"https:\/\/shop.autorenwelt.de\/products\/artificial-neural-network-ann-von-adel-el-shahat","provider":"Autorenwelt Shop","version":"1.0","type":"link"}