Innovative Supply Chain Management Via Digitalization and Artificial Intelligence
暫譯: 透過數位化與人工智慧的創新供應鏈管理
Perumal, Kumaresan, Chowdhary, Chiranji Lal, Chella, Logan
相關主題
商品描述
This book focuses on the impact of artificial intelligence (AI) and machine learning (ML) models on supply chain operations in industry 4.0. The chapters illustrate the AI and ML models for all functional areas of operations in SCM. The book also includes examples using ML models like handling supply-to-demand imbalances, triggering automated responses, and reinforcing customer relationships. It describes the evolution of blockchain technology coupled with the ability to automate business logic for the transparency of goods, infrastructure, products, and licenses in software. The book also includes case studies that provide a problem statement and industry overcome by applying ML and AI technologies. This book is suitable for undergraduates, postgraduates, industrial professionals, business executives, entrepreneurs, and freelancers to encourage practical learning on AI and ML algorithms in SCM 4.0. Additionally, this book will provide computer science and information system professionals with the latest technologies embedded in the corporate world.
商品描述(中文翻譯)
本書專注於人工智慧（AI）和機器學習（ML）模型對於工業4.0供應鏈運作的影響。各章節展示了AI和ML模型在供應鏈管理（SCM）各功能領域的應用。本書還包括使用ML模型的範例，例如處理供需不平衡、觸發自動回應以及加強客戶關係。它描述了區塊鏈技術的演變，並結合自動化商業邏輯的能力，以實現商品、基礎設施、產品和軟體許可證的透明度。本書還包含案例研究，提供問題陳述以及行業如何透過應用ML和AI技術來克服挑戰。本書適合本科生、研究生、業界專業人士、商業高管、企業家和自由工作者，以促進在SCM 4.0中對AI和ML演算法的實踐學習。此外，本書將為計算機科學和資訊系統專業人士提供最新的企業界技術。
作者簡介
Chiranji Lal Chowdhary is an Associate Professor in the School of Information Technology & Engineering at VIT University, where he has been since 2010. He received a B.E. (CSE) from MBM Engineering College at Jodhpur in 2001, and M. Tech. (CSE) from the M.S. Ramaiah Institute of Technology at Bangalore in 2008. He received his Ph.D. from the VIT University Vellore in 2017. From 2006 to 2010 he worked at M.S. Ramaiah Institute of Technology in Bangalore, eventually as a Lecturer. His research interests span both computer vision and image processing. Much of his work has been on images, mainly through the application of image processing, computer vision, pattern recognition, machine learning, biometric systems, deep learning, soft computing, and computational intelligence. He has given a few invited talks on medical image processing. Professor Chowdhary is editor/co-editor of more than 7 books and is the author of over fifty articles on computer science. He published two patents deriving from his research.
Logan Chella is Chief Executive Officer of Cyber Innovations LLC and an entrepreneur in the US Technology practice. A technology leader and visionary with over 25 years of experience in technology innovation and implementation, he is focused on helping clients transform the way they deliver their missions/businesses through technology. He is responsible for producing cross-industry tech trends research on emerging and disruptive technology that impacts organizations in the near term. He also oversees the portfolio of emerging offerings within technology incubation function including areas like artificial intelligence, quantum computing, IoT, and more. Logan is a trusted advisor to senior US federal executives on the latest technologies enabling them to take advantage of the benefits of emerging technologies. Logan holds a graduate degree from Chennai University and has several master certifications in the USA including Harvard Business School. Logan is also a renowned thought leader in the Federal Information Technology industry and has published studies and white papers. Before his career with cyber innovations, Logan worked for Deloitte Consulting providing IT management and consulting services, and for Society for Worldwide Interbank Financial Telecommunication (SWIFT) as Senior Architect where he led various innovative solutions to transform the global banking industry to the 21st-century services. Logan is a strong proponent of green energy; he commissioned India's first solar power plant as part of the National Solar Mission in 2010.Kumaresan Perumal is a Senior Assistant Professor in the School of Information Technology and Engineering (SITE) at Vellore Institute of Technology (VIT) Vellore, India. He received his Bachelor's (ECE) and Ph.D. degree (CSE) from VIT and master's degree (CSE) from Anna University, Chennai. He has extensive expertise in academia and research. His research areas include IoT, WBAN, cloud computing, machine learning, deep learning, supply chain management, and robotic process automation. He has published several research papers in international journals and conferences. He has got his innovation patented on IoT-based Signature Robot. He is a life member of the CSI.
作者簡介(中文翻譯)
Chiranji Lal Chowdhary 是 VIT 大學資訊科技與工程學院的副教授，自 2010 年以來一直在此任教。他於 2001 年在喬德布爾的 MBM 工程學院獲得計算機科學與工程學士學位 (B.E. in CSE)，並於 2008 年在班加羅爾的 M.S. Ramaiah 技術學院獲得計算機科學碩士學位 (M. Tech. in CSE)。他於 2017 年在 VIT 大學維洛爾獲得博士學位 (Ph.D.)。在 2006 年至 2010 年期間，他在班加羅爾的 M.S. Ramaiah 技術學院工作，最終擔任講師。他的研究興趣涵蓋計算機視覺和影像處理。他的許多工作集中在影像上，主要通過影像處理、計算機視覺、模式識別、機器學習、生物識別系統、深度學習、軟計算和計算智能的應用。他曾就醫學影像處理發表過幾次受邀演講。Chowdhary 教授是超過 7 本書籍的編輯/共同編輯，並且是五十多篇計算機科學文章的作者。他的研究產出兩項專利。
Logan Chella 是 Cyber Innovations LLC 的首席執行官，並且是美國科技領域的企業家。他是一位技術領導者和願景家，擁有超過 25 年的技術創新和實施經驗，專注於幫助客戶通過技術轉型其使命/業務的交付方式。他負責產出跨行業的技術趨勢研究，針對影響組織的即將出現和顛覆性技術。他還監督技術孵化功能中新興產品的組合，包括人工智慧、量子計算、物聯網等領域。Logan 是美國聯邦高層主管在最新技術方面的可信顧問，幫助他們利用新興技術的優勢。Logan 擁有錫蘭大學的研究生學位，並在美國獲得多個碩士認證，包括哈佛商學院。Logan 也是聯邦資訊技術行業的知名思想領袖，發表過多篇研究和白皮書。在加入 Cyber Innovations 之前，Logan 曾在德勤諮詢公司提供 IT 管理和諮詢服務，並在全球銀行金融電信協會 (SWIFT) 擔任高級架構師，領導各種創新解決方案，將全球銀行業轉型為 21 世紀的服務。Logan 是綠色能源的強烈支持者，他於 2010 年作為國家太陽能任務的一部分，啟用了印度的第一座太陽能發電廠。
Kumaresan Perumal 是印度維洛爾技術學院 (VIT) 資訊科技與工程學院 (SITE) 的高級助理教授。他在 VIT 獲得電子與通信工程學士學位 (Bachelor's in ECE) 和計算機科學博士學位 (Ph.D. in CSE)，並在錫蘭大學獲得計算機科學碩士學位 (Master's in CSE)。他在學術和研究方面擁有豐富的專業知識。他的研究領域包括物聯網 (IoT)、無線生理監測網路 (WBAN)、雲計算、機器學習、深度學習、供應鏈管理和機器人流程自動化。他在國際期刊和會議上發表了多篇研究論文。他的創新已獲得 IoT 基礎的簽名機器人專利。他是計算機學會 (CSI) 的終身會員。
