Basics of the theory of smart control for energy-saving modes. Textbook
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The main goal of the textbook is to give initial information to students both on the theoretical foundations of the construction of intellectual management systems (ISUs), which are one of the most important classes of artificial intelligence systems, and examples of their practical use in the field of energy resource -saving during the operation of controlled electrical complexes of technological equipment. The theoretical and experimental foundations of the construction of ISUs using fuzzy logic, neural networks, and fuzzy cognitive cards are presented.
Samples are given from scientific research, illustrating the features and advantages of applying these methods for technological objects with transporting, winding and steeply-motive mechanisms. Attention has been paid to the issues of calculating, modeling and designing ISU, as well as an analysis of the current state of software and hardware implementation of intellectual control algorithms.
The textbook is intended for students studying in the areas" Automation of technological processes and production "," Management in technical systems", "Heat power and heating equipment", "Technological machines and equipment", "Informatics and computer technology", "Information Systems and technologies", "Technology of light industry products"," Technologies and designing textiles", "Technology of artistic processing of materials"," standardization and metrology "," chemical technology "," technosphere safety "," mechatronics and robotics", and It can also be useful to undergraduates, graduate students, researchers and engineering and technical specialists involved in the problems of managing complex dynamic objects in conditions of uncertainty
Samples are given from scientific research, illustrating the features and advantages of applying these methods for technological objects with transporting, winding and steeply-motive mechanisms. Attention has been paid to the issues of calculating, modeling and designing ISU, as well as an analysis of the current state of software and hardware implementation of intellectual control algorithms.
The textbook is intended for students studying in the areas" Automation of technological processes and production "," Management in technical systems", "Heat power and heating equipment", "Technological machines and equipment", "Informatics and computer technology", "Information Systems and technologies", "Technology of light industry products"," Technologies and designing textiles", "Technology of artistic processing of materials"," standardization and metrology "," chemical technology "," technosphere safety "," mechatronics and robotics", and It can also be useful to undergraduates, graduate students, researchers and engineering and technical specialists involved in the problems of managing complex dynamic objects in conditions of uncertainty
Author:
Author:Polyakov Anatoly Evgenievich
Cover:
Cover:Soft
Category:
- Category:Computer & Technology
ISBN:
ISBN:978-5-507-44626-1
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