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Intelligent PLM: Data Analytics, Harnessing AI, IoT, Cloud and Digital Twins for Modern Products
Paperback
Business GeneralTechnology & Engineering
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ISBN13: 9798242066786
Publisher: Independently Published
Published: Dec 31 2025
Pages: 594
Weight: 1.73
Height: 1.20 Width: 6.00 Depth: 9.00
Language: English
Publisher: Independently Published
Published: Dec 31 2025
Pages: 594
Weight: 1.73
Height: 1.20 Width: 6.00 Depth: 9.00
Language: English
Products today are no longer static physical entities designed once and manufactured many times. They are living systems-connected, software-driven, data-generating, continuously evolving throughout their lifecycle. From smart devices and autonomous machines to medical equipment and sustainable infrastructure, modern products operate in dynamic environments and interact constantly with users, systems, and ecosystems. Managing such complexity requires a fundamental transformation of Product Lifecycle Management (PLM).
Traditional PLM systems were designed for an era dominated by drawings, documents, and linear engineering processes. While they brought order and traceability to product data, they struggle to cope with today's realities: massive data volumes, real-time feedback from connected products, rapid innovation cycles, regulatory pressure, sustainability goals, and globally distributed teams. In this new context, PLM must evolve from a passive system of record into an intelligent, adaptive system of insight and action.
This book introduces Intelligent PLM-a next-generation approach that integrates data analytics, artificial intelligence (AI), Industrial IoT, cloud computing, and digital twins to transform how products are designed, manufactured, operated, serviced, and improved. Intelligent PLM closes the loop between design intent and real-world performance, enabling continuous learning across the entire product lifecycle.
At the heart of Intelligent PLM lies data-engineering data, manufacturing data, supply chain data, usage data, and service data. When combined with advanced analytics and machine learning, this data reveals patterns that were previously invisible: early signs of failure, design inefficiencies, supplier risks, quality issues, and customer usage behaviors. AI-driven insights empower engineers, product managers, and business leaders to move from reactive decisions to predictive and prescriptive lifecycle management.
IoT and connected products extend PLM beyond the factory and into the field, capturing real-time operational data that feeds back into engineering and quality processes. Cloud-native PLM platforms provide the scalability, flexibility, and global collaboration required for modern product development. Digital twins-virtual representations of products, processes, and systems-enable simulation, what-if analysis, and continuous optimization throughout the lifecycle.
This book is written for engineering leaders, PLM professionals, data scientists, architects, product managers, and students who seek to understand not only the technologies behind Intelligent PLM, but also the architectures, data models, AI methods, governance frameworks, and real-world applications that make it successful. Through conceptual explanations, practical frameworks, industry case studies, and sample AI models, the book bridges strategy and execution.
As industries move toward Industry 4.0, Industry 5.0, sustainability, and human-centric engineering, Intelligent PLM becomes a strategic capability rather than an IT tool. It enables smarter products, resilient supply chains, compliant operations, sustainable designs, and faster innovation-while keeping humans firmly in control of critical decisions.
Intelligent PLM is not the future of product lifecycle management-it is the present necessity. This book is your guide to understanding, designing, and implementing it.
This book introduces Intelligent PLM-a next-generation approach that integrates data analytics, artificial intelligence (AI), Industrial IoT, cloud computing, and digital twins to transform how products are designed, manufactured, operated, serviced, and improved. Intelligent PLM closes the loop between design intent and real-world performance, enabling continuous learning across the entire product lifecycle.
At the heart of Intelligent PLM lies data-engineering data, manufacturing data, supply chain data, usage data, and service data. When combined with advanced analytics and machine learning, this data reveals patterns that were previously invisible: early signs of failure, design inefficiencies, supplier risks, quality issues, and customer usage behaviors. AI-driven insights empower engineers, product managers, and business leaders to move from reactive decisions to predictive and prescriptive lifecycle management.
IoT and connected products extend PLM beyond the factory and into the field, capturing real-time operational data that feeds back into engineering and quality processes. Cloud-native PLM platforms provide the scalability, flexibility, and global collaboration required for modern product development. Digital twins-virtual representations of products, processes, and systems-enable simulation, what-if analysis, and continuous optimization throughout the lifecycle.
This book is written for engineering leaders, PLM professionals, data scientists, architects, product managers, and students who seek to understand not only the technologies behind Intelligent PLM, but also the architectures, data models, AI methods, governance frameworks, and real-world applications that make it successful. Through conceptual explanations, practical frameworks, industry case studies, and sample AI models, the book bridges strategy and execution.
As industries move toward Industry 4.0, Industry 5.0, sustainability, and human-centric engineering, Intelligent PLM becomes a strategic capability rather than an IT tool. It enables smarter products, resilient supply chains, compliant operations, sustainable designs, and faster innovation-while keeping humans firmly in control of critical decisions.
Intelligent PLM is not the future of product lifecycle management-it is the present necessity. This book is your guide to understanding, designing, and implementing it.
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