Artificial Intelligence and Data Analytics for Innovative Applications in Engineering, Sustainability and Technology
暫譯: 工程、可持續性與技術中的創新應用：人工智慧與數據分析
Moumen, Aniss, El Bhiri, Brahim, Zarrouk, Mohamed-Mustapha
- 出版商: Springer
- 出版日期: 2025-09-27
- 售價: $7,870
- 貴賓價: 9.5 折 $7,477
- 語言: 英文
- 頁數: 199
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 303190317X
- ISBN-13: 9783031903175
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相關分類:
Machine Learning、Data-mining
海外代購書籍(需單獨結帳)
商品描述
This book explores the forefront of Artificial Intelligence (AI), data analytics, and sustainable engineering, presenting in-depth research and practical applications across various domains. It is designed to provide valuable insights for professionals, researchers, and students eager to understand these cutting-edge advancements. The book begins by applying AI to the formal verification of System-on-Chip (SoC) components, showcasing methods that ensure efficient and reliable design processes. It discusses innovative techniques for optimizing the formulation of unfired clay bricks with Chamaerops Humilis fibers. It evaluates the mechanical and thermal properties of compact clay blocks stabilized with wood ash or traditional pottery waste. A detailed bibliometric analysis highlights research progress and trends in renewable energy and sustainable development, offering a clear view of future directions in these vital fields. The book also reviews advancements in traction motors and power electronic converters for electric vehicle drivetrains, providing insights into their efficiency and performance. The mathematical intricacies of the Topological Degree Method for coupled systems of $\psi$-fractional semilinear differential equations with non-local conditions are examined. The book delves into the impact of AI and machine learning on intelligent banking, anomaly detection in IoT networks, and enhancing model portability using Moodle users' traces. Case studies on the profitability of green hydrogen production powered by wind generators and the adoption of public e-services in Moroccan urban agencies illustrate real-world applications and offer practical insights into implementing these technologies. Additionally, the integration of AI in supply chain management within the automotive industry and the future of multi-touch attribution modeling for marketing strategies are explored. The book addresses big data architecture for managing water resources and mapping water quality variability. It includes practical applications such as a hybrid technique for anomaly detection in IoT networks and the smart OSC-Mac CT mode in wireless sensor networks based on WI-LEM technology.
商品描述(中文翻譯)
這本書探討了人工智慧（Artificial Intelligence, AI）、數據分析和可持續工程的前沿，呈現了各個領域的深入研究和實際應用。它旨在為渴望了解這些尖端進展的專業人士、研究人員和學生提供有價值的見解。本書首先將AI應用於系統單晶片（System-on-Chip, SoC）元件的形式驗證，展示了確保高效和可靠設計過程的方法。接著討論了使用Chamaerops Humilis纖維優化未燒結粘土磚配方的創新技術。評估了用木灰或傳統陶瓷廢料穩定的緊湊粘土塊的機械和熱性能。詳細的文獻計量分析突顯了可再生能源和可持續發展的研究進展和趨勢，提供了對這些重要領域未來方向的清晰視野。本書還回顧了電動車驅動系統中牽引電機和電力電子轉換器的進展，提供了有關其效率和性能的見解。探討了帶有非局部條件的耦合系統的$\psi$-分數半線性微分方程的拓撲度方法的數學複雜性。本書深入研究了AI和機器學習對智能銀行、物聯網（IoT）網絡中的異常檢測以及利用Moodle用戶痕跡增強模型可攜性的影響。關於風力發電機驅動的綠氫生產的盈利能力和摩洛哥城市機構公共電子服務採用的案例研究，展示了現實世界的應用並提供了實施這些技術的實用見解。此外，還探討了AI在汽車行業供應鏈管理中的整合以及多點觸控歸因建模在市場策略中的未來。本書還涉及了管理水資源的大數據架構和水質變異的映射。它包括實用應用，例如在IoT網絡中進行異常檢測的混合技術，以及基於WI-LEM技術的無線傳感器網絡中的智能OSC-Mac CT模式。
作者簡介
Dr. Aniss Moumen is Professor of Computer Science at the National School of Applied Sciences-Kenitra, part of Ibn Tofail University in Kenitra, Morocco. He graduated in 2002 as an Electrical Application Engineer from the University of Sidi Mohammed Ben Abdellah in Fez, Morocco. In 2005, he earned a specialized master's degree in information security and systems from the Higher School of Computer Science, Electronics, and Automation in Paris. He also received a master's in network and Telecommunication from the Chaib Doukkali University in El Jadida in 2004. He completed his Ph.D. in Computer Science, Mathematics, and Applications at Ibn Tofail University in 2016. Dr. MOUMEN teaches engineering students various subjects.
Mohammed Zouiten graduated as Electrical Application Engineer from the University of Sidi Mohammed Ben Abdellah-Fez-Morroco. In 2007, he received his master's degree in computer science from the same University. In 2014, he received his Ph.D. degree in Geographical Information Systems and modeling From USMBA University. In 2021, he received his university accreditation From Abdelmalik Essadi University, Tetouan of Morroco, where he has also collaborated as Researcher in several scientific projects. Over the last five years, he has worked as Professor and Researcher at the Faculty Polydisciplinary of TAZA at the University Sidi Mohammed Ben Abdellah, where he has conducted several statistics and computer science courses and supervised some master theses. He has also produced several publications on floods, forest fires, and natural hazards in general.
Dr. Charaf Hajjaj is Associate Professor at the Higher School of Technology in Essaouira, part of Cadi Ayyad University. He received his Ph.D. in Physics and Engineering from the Faculty of Sciences at Chouaïb Doukkali University, El Jadida, Morocco in March 2019. Dr. Hajjaj also holds a M.Sc. in Telecommunications, Networks, and Industrial Electronics from the same university. Dr. Charaf has several years of experience working at the Green Energy Park research center (UM6P - IRESEN) solar test facilities in Ben-Guerir, Morocco. As part of his Ph.D. research, he conducted experiments testing various PV technologies under semi-arid and harsh climate conditions.
Dr. Brahim El Bhiri is Professor of Telecommunication and embedded systems at the Moroccan School of Engineering Sciences (EMSI: Ecole Marocaine des Sciences de l'Ingenieur). He is Director of R&D&I at the same school and Head of the SMARTiLab Laboratory of Research, Development, and Innovation. He has over 12 years of experience in electronics, wireless sensor networks, data processing, and embedded systems. He has published over thirty papers in international scientific journals and conferences. He is the author of 5 books and 22 book chapters, published by leading international publishers like Springer.
Dr. Mohamed Mustapha Zarrouk holds a Ph.D. in Applied Mathematics from the Faculty of Sciences and Technology Errachidia, Morocco. He is currently Professor of applied mathematics and computer sciences at Euro-Med University, Fez. Dr. Zarrouk does research in numerical solutions of PDEs with applications related to flow and transport in porous media. Its most recent projects include the Preconditioned iterative methods for reactive transport models in porous media and optimized space domain decomposition.
作者簡介(中文翻譯)
安尼斯·穆門（Dr. Aniss Moumen）是摩洛哥肯尼特拉伊本·托法伊爾大學國立應用科學學院的計算機科學教授。他於2002年畢業於摩洛哥菲斯的西迪·穆罕默德·本·阿卜杜拉大學，獲得電氣應用工程師學位。2005年，他在巴黎的高等計算機科學、電子學和自動化學校獲得信息安全與系統的專業碩士學位。他還於2004年在埃爾哈迪達的查伊布·杜卡利大學獲得網絡與電信碩士學位。他於2016年在伊本·托法伊爾大學完成計算機科學、數學及其應用的博士學位。穆門博士教授工程學學生各種科目。
穆罕默德·祖伊滕（Mohammed Zouiten）畢業於摩洛哥菲斯的西迪·穆罕默德·本·阿卜杜拉大學，獲得電氣應用工程師學位。2007年，他在同一所大學獲得計算機科學碩士學位。2014年，他在USMBA大學獲得地理信息系統及建模的博士學位。2021年，他獲得摩洛哥特圖安的阿卜杜馬利克·艾薩迪大學的學術認證，並在多個科學項目中擔任研究員。在過去五年中，他在西迪·穆罕默德·本·阿卜杜拉大學的多學科學院擔任教授和研究員，開設了多門統計學和計算機科學課程，並指導了一些碩士論文。他還發表了多篇有關洪水、森林火災和自然災害的研究。
查拉夫·哈賈吉博士（Dr. Charaf Hajjaj）是摩洛哥卡迪·阿亞德大學埃薩維拉高等技術學校的副教授。他於2019年3月在摩洛哥埃爾哈迪達的查伊布·杜卡利大學科學學院獲得物理與工程博士學位。哈賈吉博士還擁有同一所大學的電信、網絡和工業電子學碩士學位。查拉夫博士在摩洛哥本·格里爾的綠色能源公園研究中心（UM6P - IRESEN）太陽能測試設施工作多年。作為其博士研究的一部分，他在半乾旱和惡劣氣候條件下進行了各種光伏技術的測試實驗。
布拉希姆·艾爾·比里博士（Dr. Brahim El Bhiri）是摩洛哥工程科學學校（EMSI: Ecole Marocaine des Sciences de l'Ingenieur）電信與嵌入式系統教授。他是該校的研發與創新主任，也是SMARTiLab研究、開發和創新實驗室的負責人。他在電子學、無線傳感器網絡、數據處理和嵌入式系統方面擁有超過12年的經驗。他在國際科學期刊和會議上發表了超過三十篇論文，並著有5本書和22章書籍，這些作品由Springer等知名國際出版社出版。
穆罕默德·穆斯塔法·扎魯克博士（Dr. Mohamed Mustapha Zarrouk）擁有摩洛哥埃拉希迪亞科學與技術學院的應用數學博士學位。他目前是菲斯的歐洲-地中海大學應用數學和計算機科學教授。扎魯克博士的研究集中在偏微分方程的數值解法，並與多孔介質中的流動和運輸相關。他最近的項目包括針對多孔介質中反應性運輸模型的預處理迭代方法和優化的空間域分解。
