Artificial Intelligence Technologies for Engineering Applications
暫譯: 工程應用的人工智慧技術
Sucharitha, G., Matta, Anjanna, Srinivas, M.
相關主題
商品描述
The reference text will enable the readers to design, optimize, and control complex systems with greater precision and efficiency. It further provides practical insights and presents case studies for readers interested in exploring the intersections between artificial intelligence and industry. The book discusses important topics such as algorithmic design, mathematical modeling, natural language processing, machine learning, and computer vision.
This book:
- Explores practical applications of artificial intelligence in engineering, including optimization, predictive modeling, decision-making, and control systems.
- Provides real-world examples of artificial intelligence applications in engineering, drawing from a range of industries including aerospace, automotive, and manufacturing.
- Discusses technologies such as machine learning, and computer vision for aircraft design optimization, fault diagnosis, and autonomous navigation.
- Explains natural language processing for analyzing and optimizing building systems, while robotics can be used for construction automation.
- Presents artificial intelligence technologies for optimization of manufacturing processes, predictive maintenance, and quality control.
It is primarily written for senior undergraduates, graduate students, and academic researchers in the fields of electrical engineering, electronics and communications engineering, computer science and engineering, and information technology.
商品描述(中文翻譯)
這本參考書將使讀者能夠以更高的精確度和效率設計、優化和控制複雜系統。它進一步提供實用的見解，並呈現案例研究，供有興趣探索人工智慧與產業交集的讀者參考。書中討論了重要主題，如演算法設計、數學建模、自然語言處理、機器學習和計算機視覺。
本書：
- 探索人工智慧在工程中的實際應用，包括優化、預測建模、決策制定和控制系統。
- 提供來自航空、汽車和製造等多個行業的人工智慧應用的實際案例。
- 討論如機器學習和計算機視覺等技術在飛機設計優化、故障診斷和自主導航中的應用。
- 解釋自然語言處理在分析和優化建築系統中的應用，同時機器人技術可用於建築自動化。
- 提出人工智慧技術以優化製造過程、預測性維護和品質控制。
本書主要為電機工程、電子與通信工程、計算機科學與工程以及資訊科技領域的高年級本科生、研究生和學術研究人員所撰寫。
作者簡介
G. Sucharitha is working as an Associate Professor in the Department of Electronics and Communication Engineering at Institute of Aeronautical Engineering, Hyderabad. Her research areas including Biomedical image processing, Image Retrieval, Machine Learning and Deep Learning. She has more than 13 years of teaching experience. She is expert of teaching Image Processing, Artificial Intelligence, Machine and Deep Learning, Computer Organization & Architecture, Microprocessors, Internet of Things. She published more than 20 research articles SCI & Scopus journals. She also presented many research papers in national and international conferences, 6 patents, 9 book chapters and one edited book and one authored book. She has received CIEMA "Outstanding Thesis & Dissertation Award-2022" in the month of March,2022.
Anjanna Matta: is working as an Associate Professor in Department of Mathematics, Faculty of Science and Technology (ICFAITECH), IFHE, Hyderabad. He published several articles in various international journals. He is authoring few books and book chapters. He is awarded PhD from IIT Hyderabad, India, completed M. Tech (IMSC) from IIT Madras, India and M. Sc (Mathematics) from NIT Warangal, India.
M. Srinivas is working as an Assistant Professor in Department of Computer Science and Engineering, National Institute of Technology (NIT), Warangal, India. He received his Postdoc from ETS, Canada and Academia Sinica, Taiwan in years of 2018, 2016. He received his PhD degree from IIT Hyderabad in the year 2014. He published many papers in reputed Scopus /SCI journals, conference, book chapters and books. He received many travel grants to attend international conferences, conclaves and summits. He received Global Distinguished Young Scientist award from IEEE IAS Global conference in 2023. He is reviewer for several journals of international repute. His research areas include biomedical image analysis, machine learning, Deep learning and Artificial Intelligence.
Sachi Nandan Mohanty received his Postdoc from IIT Kanpur in the year 2019 and PhD. from IIT Kharagpur, India in the year 2015, with MHRD scholarship from Govt of India. He has authored/edited 32 books, published by international publishers. His research areas include Data mining, Big Data Analysis, Cognitive Science, Fuzzy Decision Making, Brain-Computer Interface, Cognition, and Computational Intelligence. Prof. S N Mohanty has received 4 Best Paper Awards during his PhD at IIT Kharagpur from International Conference at Benjing, China, and the other at International Conference on Soft Computing Applications organized by IIT Rookee in the year 2013. He has been awarded the best thesis award first prize by Computer Society of India in the year 2015. He has guided 9 PhD scholars. He has published 120 International Journals of International repute and has been elected as FELLOW of Institute of Engineers, European Alliance Innovation(EAI), and Senior member of IEEE Computer Society Hyderabad chapter. He also the reviewer of Journal of Robotics and Autonomous Systems, Computational and Structural Biotechnology Journal, Artificial Intelligence Review, and Spatial Information Research.
作者簡介(中文翻譯)
**G. Sucharitha** 目前擔任海得拉巴航空工程學院電子與通信工程系的副教授。她的研究領域包括生物醫學影像處理、影像檢索、機器學習和深度學習。她擁有超過13年的教學經驗，專長於影像處理、人工智慧、機器學習與深度學習、計算機組織與架構、微處理器以及物聯網。她在SCI和Scopus期刊上發表了超過20篇研究文章，並在國內外會議上發表了多篇研究論文，擁有6項專利、9章書籍章節以及一本編輯書和一本著作。她於2022年3月獲得CIEMA「傑出論文與學位論文獎-2022」。
**Anjanna Matta** 目前擔任海得拉巴IFHE科技與科學學院數學系的副教授。他在多個國際期刊上發表了幾篇文章，並正在撰寫幾本書籍和書籍章節。他於印度海得拉巴的IIT獲得博士學位，並在印度馬德拉斯的IIT完成M. Tech (IMSC)，以及在印度瓦蘭加爾的NIT獲得M. Sc (數學)。
**M. Srinivas** 目前擔任印度瓦蘭加爾國立技術學院（NIT）計算機科學與工程系的助理教授。他於2014年獲得印度海得拉巴IIT的博士學位，並於2016年和2018年在加拿大ETS和台灣中央研究院獲得博士後研究。他在知名的Scopus/SCI期刊、會議、書籍章節和書籍上發表了多篇論文，並獲得多項旅行補助以參加國際會議、會議和高峰會。他於2023年獲得IEEE IAS全球會議的全球傑出青年科學家獎，並擔任多個國際知名期刊的審稿人。他的研究領域包括生物醫學影像分析、機器學習、深度學習和人工智慧。
**Sachi Nandan Mohanty** 於2019年在印度坎普爾的IIT獲得博士後研究，並於2015年在印度卡哈拉格普爾的IIT獲得博士學位，獲得印度政府的MHRD獎學金。他已撰寫/編輯32本由國際出版社出版的書籍。他的研究領域包括資料挖掘、大數據分析、認知科學、模糊決策、腦-電腦介面、認知和計算智能。S N Mohanty教授在IIT卡哈拉格普爾攻讀博士期間，曾在中國北京的國際會議上獲得4項最佳論文獎，並在2013年由IIT Rookee主辦的國際軟計算應用會議上獲得獎項。他於2015年獲得印度計算機學會的最佳論文獎第一名，並指導了9位博士生。他已在國際知名期刊上發表120篇論文，並被選為工程師學會、歐洲創新聯盟（EAI）的FELLOW，以及IEEE計算機學會海得拉巴分會的高級會員。他還是《機器人與自主系統期刊》、《計算與結構生物技術期刊》、《人工智慧評論》和《空間資訊研究》的審稿人。
