High-Performance Computing and Artificial Intelligence in Process Engineering
Author: Mingheng Li (Author), Yi Heng (Author)
Publisher finelybook 出版社: Iop Publishing Ltd
Publication Date 出版日期: 2025-07-15
Language 语言: English
Print Length 页数: 300 pages
ISBN-10: 0750361727
ISBN-13: 9780750361729
Book Description
High-performance computing (HPC) and artificial intelligence (AI) in process engineering involve complex system modelling, data analysis, optimization design, and real-time monitoring. Key methods include data integration, model construction, optimization algorithms, machine learning, deep learning, parallel computing, and real-time analytics. These techniques significantly enhance production efficiency, reduce costs, and improve system stability. They also promote industrial intelligence, creating new opportunities and challenges in process engineering. This integration supports the advancement of Industry 4.0 and smart manufacturing.
Key Features
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Provides a systematic review of state-of-the-art artificial intelligence technologies and high-performance computing, and their applications in process engineering
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Introduces the development of traditional process simulators in process engineering and new numerical solvers based on data-driven and physics-informed neural networks approaches
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Provides perspectives of high-performance computing and artificial intelligence from industrial leaders in software and hardware
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Aimed at researchers and industrial practitioners in process engineering, manufacturing, data science, artificial intelligence and high-performance computing
