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Tabla de Contenidos: “…Factory of the future: research framework -- Evolutionary and reconfigurable factory -- Sustainable factory -- Factory for the people -- Factory for customized products -- High performance factory -- Conclusions…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright Page -- Contents -- Preface -- Chapter 1 Factories of the Future -- 1.0 Introduction -- 1.1 Factory of the Future -- 1.1.1 Plant Structure -- 1.1.2 Plant Digitization -- 1.1.3 Plant Processes -- 1.1.4 Industry of the Future: A Fully Integrated Industry -- 1.2 Current Manufacturing Environment -- 1.3 Driving Technologies and Market Readiness -- 1.4 Connected Factory, Smart Factory, and Smart Manufacturing -- 1.4.1 Potential Benefits of a Connected Factory -- 1.5 Digital and Virtual Factory -- 1.5.1 Digital Factory -- 1.5.2 Virtual Factory -- 1.6 Advanced Manufacturing Technologies -- 1.6.1 Advantages of Advanced Manufacturing Technologies -- 1.7 Role of Factories of the Future (FoF) in Manufacturing Performance -- 1.8 Socio-Econo-Techno Justification of Factories of the Future -- References -- Chapter 2 Industry 5.0 -- 2.1 Introduction -- 2.1.1 Industry 5.0 for Manufacturing -- 2.1.1.1 Industrial Revolutions -- 2.1.2 Real Personalization in Industry 5.0 -- 2.1.3 Industry 5.0 for Human Workers -- 2.2 Individualized Human-Machine-Interaction -- 2.3 Industry 5.0 is Designed to Empower Humans, Not to Replace Them -- 2.4 Concerns in Industry 5.0 -- 2.5 Humans Closer to the Design Process of Manufacturing -- 2.5.1 Enablers of Industry 5.0 -- 2.6 Challenges and Enablers (Socio-Econo-Techno Justification) -- 2.6.1 Social Dimension -- 2.6.2 Governmental and Political Dimension -- 2.6.3 Interdisciplinarity -- 2.6.4 Economic Dimension -- 2.6.5 Scalability -- 2.7 Concluding Remarks -- References -- Chapter 3 Machine Learning - A Survey -- 3.1 Introduction -- 3.2 Machine Learning -- 3.2.1 Unsupervised Machine Learning -- 3.2.2 Variety of Unsupervised Learning -- 3.2.3 Supervised Machine Learning -- 3.2.4 Categories of Supervised Learning -- 3.3 Reinforcement Machine Learning -- 3.3.1 Applications of Reinforcement Learning…”

“…Factory automation has evolved significantly in the last few decades, and is today a complex, interdisciplinary, scientific area. …”

Tabla de Contenidos: “…2.8.2 Digital Shadow -- 2.8.3 Digital Twin -- 2.9 Main Characteristics of Digital Twin -- 2.10 Modelling Digital Twins -- 2.10.1 Systems Modelling Language (SysML) -- 2.10.2 Simulation as the Basis of Digital Twin Technology -- 2.10.3 The Connection Between MES-Systems and Digital Twins -- 2.10.4 Application Tools -- 2.11 Smart Manufacturing: An Example of Digital Twin Development and Operation -- 2.11.1 Development of the Smart Factory Cell -- 2.11.2 Operation of the Smart Factory Cell -- 2.12 Some Applications of Digital Twins -- 2.13 Uses of Digital Twin Technology -- 2.13.1 Current State of the Art -- 2.13.1.1 Components of DT -- 2.13.1.2 Properties of a DT -- 2.13.1.3 How DT Differs From Existing Technologies -- 2.13.1.4 A Brief Overview of Similar Concepts that Preceded DT -- 2.13.1.5 Added Value of Digital Twins -- 2.13.2 Specific Applications of Digital Twins in Maintenance -- 2.14 How are Digital Twins Used in Maintenance? …”

Materias: “…Análisis factorial…”