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Convergence of Artificial Intelligence and Internet of Things for Industrial Automation - Divya Mishra, Alok Kumar Verma, Shanu Sharma 2025 PDF CRC Press BOOKS
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Convergence of Artificial Intelligence and Internet of Things for Industrial Automation
Author: Divya Mishra, Alok Kumar Verma, Shanu Sharma
Year: 2025
Pages: 222
Format: PDF
File size: 17.4 MB
Language: ENG



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The Convergence of Artificial Intelligence and Internet of Things (AIoT) for Industrial Automation is a groundbreaking book that explores the integration of AI and IoT technologies in industrial automation. The book provides a comprehensive overview of the current state of AI and IoT technologies, their applications in industrial automation, and the potential benefits and challenges of their convergence. It also offers insights into the future of work and the impact of AIoT on society, highlighting the need for a personal paradigm shift in how we perceive and utilize these technologies. The book begins by discussing the evolution of technology and its impact on human history, emphasizing the importance of understanding the process of technological development as the basis for the survival of humanity. It then delves into the concept of AIoT and its potential to revolutionize industrial automation, providing examples of real-world applications such as predictive maintenance, quality control, and supply chain management. The authors argue that the convergence of AI and IoT technologies is not just about automating tasks but rather about creating a new era of intelligent systems that can learn, adapt, and make decisions autonomously. The book also explores the ethical implications of AIoT, including issues related to data privacy, security, and bias. It emphasizes the need for transparency and accountability in the development and deployment of AIoT systems, highlighting the importance of involving diverse stakeholders in the decision-making process.
Конвергенция искусственного интеллекта и Интернета вещей (AIoT) для промышленной автоматизации - это новаторская книга, в которой исследуется интеграция технологий AI и IoT в промышленную автоматизацию. В книге представлен всесторонний обзор текущего состояния технологий ИИ и IoT, их применения в промышленной автоматизации, а также потенциальных преимуществ и проблем их конвергенции. Он также предлагает понимание будущего работы и влияния AIoT на общество, подчеркивая необходимость изменения личной парадигмы в том, как мы воспринимаем и используем эти технологии. Книга начинается с обсуждения эволюции технологии и её влияния на историю человечества, подчёркивая важность понимания процесса технологического развития как основы выживания человечества. Затем он углубляется в концепцию AIoT и его потенциал, чтобы революционизировать промышленную автоматизацию, предоставляя примеры реальных приложений, таких как прогнозное обслуживание, контроль качества и управление цепочкой поставок. Авторы утверждают, что конвергенция технологий ИИ и IoT заключается не только в автоматизации задач, но скорее в создании новой эры интеллектуальных систем, которые могут учиться, адаптироваться и принимать решения автономно. В книге также рассматриваются этические последствия AIoT, включая вопросы, связанные с конфиденциальностью данных, безопасностью и предвзятостью. В нем подчеркивается необходимость обеспечения транспарентности и подотчетности при разработке и внедрении систем ИИоТ, а также важность вовлечения различных заинтересованных сторон в процесс принятия решений.
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