{"product_id":"gas-turbines-modeling-simulation-and-control","title":"Gas Turbines Modeling, Simulation, and Control","description":"\u003cp\u003e\u003cstrong\u003eGas Turbines Modeling, Simulation, and Control: Using Artificial Neural Networks\u003c\/strong\u003e provides new approaches and novel solutions to the modeling, simulation, and control of gas turbines (GTs) using artificial neural networks (ANNs). After delivering a brief introduction to GT performance and classification, the book:\u003c\/p\u003e\u003cul\u003e \u003cli\u003eOutlines important criteria to consider at the beginning of the GT modeling process, such as GT types and configurations, control system types and configurations, and modeling methods and objectives\u003c\/li\u003e \u003cli\u003eHighlights research in the fields of white-box and black-box modeling, simulation, and control of GTs, exploring models of low-power GTs, industrial power plant gas turbines (IPGTs), and aero GTs\u003c\/li\u003e \u003cli\u003eDiscusses the structure of ANNs and the ANN-based model-building process, including system analysis, data acquisition and preparation, network architecture, and network training and validation\u003c\/li\u003e \u003cli\u003ePresents a noteworthy ANN-based methodology for offline system identification of GTs, complete with validated models using both simulated and real operational data\u003c\/li\u003e \u003cli\u003eCovers the modeling of GT transient behavior and start-up operation, and the design of proportional-integral-derivative (PID) and neural network-based controllers\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003e\u003cb\u003eGas Turbines Modeling, Simulation, and Control: Using Artificial Neural Networks \u003c\/b\u003enot only offers a comprehensive review of the state of the art of gas turbine modeling and intelligent techniques, but also demonstrates how artificial intelligence can be used to solve complicated industrial problems, specifically in the area of GTs.\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Default Title","offer_id":45541558059246,"sku":"9781138893443","price":121.6,"currency_code":"AUD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0630\/9612\/7726\/files\/9781138893443.jpg?v=1720112009","url":"https:\/\/bookland.com.au\/products\/gas-turbines-modeling-simulation-and-control","provider":"Book Land AU","version":"1.0","type":"link"}