Free Ebook Gas Turbines Modeling Simulation and Control Using Artificial Neural Networks

Read Gas Turbines Modeling Simulation and Control Using Artificial Neural Networks

Read Gas Turbines Modeling Simulation and Control Using Artificial Neural Networks

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Book Details :
Published on: 2015-10-16
Released on:
Original language: English

Gas Turbines Modeling, Simulation, and Control: Using Artificial Neural Networks 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: Outlines 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 Highlights 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 Discusses 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 Presents a noteworthy ANN-based methodology for offline system identification of GTs, complete with validated models using both simulated and real operational data Covers the modeling of GT transient behavior and start-up operation, and the design of proportional-integral-derivative (PID) and neural network-based controllers Gas Turbines Modeling, Simulation, and Control: Using Artificial Neural Networks not 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. Systems & Control Engineering Research Centre City ... City's Research Centre for Systems & Control ... Control Theory & Design. Structure Evolution and Control; System of Systems Genetic Algorithms and Evolutionary Computation The earliest instances of what might today be called genetic algorithms appeared in the late 1950s and early 1960s programmed on computers by evolutionary biologists ... Theses and Dissertations Available from ProQuest Theses ... Theses and Dissertations Available from ProQuest. Full text is available to Purdue University faculty staff and students on campus through this site. Scientia Iranica - Papers in Press Comparison of artificial neural network and coupled simulated annealing based least square support vector regression models for prediction of compressive strength of ... Applied Sciences Special Issues Articles Biodegradable and Biocompatible Nanoparticles (Editor: Jordi Puiggal) Nanotechnology and Applied Nanosciences Jabel Oil Services - JOS Our Services. Jabel Oil Services (JOS) undertakes Construction Works Maintenance / Repair Rehabilitation and revamping Works for Oil & Gas Fields including ... Agenda - SPE Annual Technical Conference and Exhibition ... Current and future SPE Section and Student Chapter leaders are invited to engage and share. Every attendee leaves energised with a full list of ideas and a support ... IEEE Xplore: IEEE Transactions on Power Systems Covers the requirements planning analysis reliability operation and economics of electric generating transmission and distribution systems for general ... Engineering Graduate School The masters program in Engineering currently offers the following areas of concentration: Biomedical Engineering; Civil Engineering; Electrical and Computer ... School of Engineering The University of Kansas Limitation on Enrollment in Engineering Courses. After the fifth day of classes enrollment in a course offered by the school is permissible only with approval of the ...
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