Name: Data-Driven Intelligent Modeling and Optimization Algorithms for Industrial Processes (en Inglés)
SKU: 63800594
Price: 99.32 USD
Availability: InStock
Author: Jin Li,Du Sheng,Huang Zixin
ISBN: 9783725829859

portada Data-Driven Intelligent Modeling and Optimization Algorithms for Industrial Processes (en Inglés)

Data-Driven Intelligent Modeling and Optimization Algorithms for Industrial Processes (en Inglés)

Formato

Libro Físico

Editorial

Mdpi Ag

Autor

Jin Li,Du Sheng,Huang Zixin

Idioma

Inglés

N° páginas

254

Encuadernación

Tapa Dura

ISBN13

9783725829859

Data-Driven Intelligent Modeling and Optimization Algorithms for Industrial Processes (en Inglés)

Jin Li,Du Sheng,Huang Zixin (Autor) · Mdpi Ag · Tapa Dura

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Reseña del libro "Data-Driven Intelligent Modeling and Optimization Algorithms for Industrial Processes (en Inglés)"

The aim of this Special Issue is to explore the multifaceted aspects of data-driven intelligent modeling and optimization algorithms for industrial processes. The main goals are to harness the power of data to improve control, decision making, and parameter optimization and to drive industrial systems to unprecedented levels of efficiency, reliability, and adaptability. Research areas within this scope include data-driven modeling, intelligent data representation, integrated/hybrid modeling, machine learning and optimization, advanced machine learning algorithms, hybrid models with optimization algorithms, adaptive learning algorithms, intelligent process monitoring, real-time data monitoring and analysis, soft sensing technologies, operation mode perception and recognition, decision support systems, intelligent decision support systems, the integration of optimization algorithms, and human-machine collaboration for improved decision making. These powerful intelligent algorithms use data for control, decision making, and parameter optimization, driving industrial systems to unprecedented levels of efficiency, reliability, and adaptability. By sharing their practice and insights in the development and application of these new technologies, the authors of the articles in this Reprint have demonstrated the value of data-driven intelligent modeling and optimization algorithms for industrial processes, providing readers with valuable ideological inspiration in the field.