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industry 4.0

GeneTech 知识引擎共收录 901 篇相关科研实体，横跨 27 个垂直领域。数据来自 OpenAlex、arXiv、Crossref、PubMed、Europe PMC 等公开学术源，全部可溯源到原文。

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代表性文献（按质量分排序，前 60 条）

• Integrated Quality Management Model for Teaching Factory in the Era of Industrial Revolution 4.0 : A Systematic Literature Review
  2026 · 数字孪生 · Abstract Aim This systematic literature review synthesizes research on quality management models for Teaching Factories (TeFa) in the Industrial Revolution 4.0 (IR 4.0) era, aiming to identify core components and technol…
• Generative AI and Digital Twin Integration for Predictive Maintenance in Industry 5.0 Manufacturing Systems: A Systematic Literature Review and Future Research Framework
  2026 · 数字孪生 · Abstract Industry 5.0 marks a shift from the technology-focused model of Industry 4.0 toward a more human-centered approach, prioritizing sustainability and system resilience through advanced Predictive Maintenance (PdM)…
• Enabling Intelligent Industrial Automation: A Review of Machine Learning Applications with Digital Twin and Edge AI Integration
  2025 · 数字孪生 · The integration of machine learning (ML) into industrial automation is fundamentally reshaping how manufacturing systems are monitored, inspected, and optimized. This review explores the transformative role of ML across …
• Security, Privacy, and Trust for Smart Agriculture Systems
  2026 · 智慧农业 · Smart agriculture integrates IoT, AI, and data analytics for precision farming, but digitalization expands cyberattack surfaces. Threats range from unauthorized access to AI manipulation, risking financial loss and food …
• AI-Driven Cybersecurity in Agriculture: The Future of Farming
  2026 · 智慧农业 · Digital technologies such as the Internet of Things (IoT), drones, autonomous machinery, and advanced data analytics are quickly revolutionizing the agricultural industry. This digital transformation, known as precision …
• Utilization of the AgriTrack Information System to Strengthen Smart Farming Practices in Small-Scale Hydroponic Enterprises
  2026 · 智慧农业 · The implementation of smart farming in small-scale hydroponic enterprises is often constrained by high automation costs and technological complexity. This study examines the utilization of the AgriTrack information syste…
• Enhancing IIoT Security Using Digital Twins in Industry 5.0: A Systematic Literature Review
  2026 · 数字孪生 · The rapid advancement of Industry 5.0 and the concurrent growth of the Industrial Internet of Things (IIoT) present significant cybersecurity challenges necessitating advanced solutions. Digital Twin technology, which en…
• The Business Digital Twin: Unlocking Industrial Engineering and Reengineering Capabilities of the Manufacturing Workforce
  2026 · 数字孪生 · Abstract Achieving industrial sustainability is a key objective of any nation. Currently, there is a strong focus on revitalizing the manufacturing industry by creating smart factories. Smart factories represent—the back…
• ISO 23247 Digital Twin Model for JIT Supply Chain Visibility
  2026 · 数字孪生 · General Background: Automotive supply chains operating under Just-in-Time (JIT) principles require high levels of supply chain visibility to maintain synchronized material flow and stable production rhythms. Specific Bac…
• Role of Unified Namespace (UNS) and Digital Twins in Predictive and Adaptive Industrial Systems
  2026 · 数字孪生 · The primary focus of enhancing the efficiency of operations in the Industry 4.0 setting is Predictive and Preventive Maintenance (PPM). The paper introduces a predictive-maintenance system based on the Unified Namespace …
• Harnessing Data Engineering for Intelligent Manufacturing: Digital Twin–Algorithm Fusion and Applications
  2026 · 数字孪生 · With the advancement of Industry 4.0, intelligent manufacturing has become an inevitable trend in the development of the manufacturing sector. The integration of digital twins and intelligent algorithms offers new avenue…
• Building a Digital Twin Image of a Layered Architecture for Multi-Plant Manufacturing
  2026 · 数字孪生 · The increasing complexity of multi-plant manufacturing systems demands architectural models able to support coordinated, scalable, and secure industrial operations. This paper introduces a five-layer architecture for dis…
• Research on Thermal Error Prediction of CNC Machine Tool Spindles Based on Digital Twin Technology
  2026 · 数字孪生 · The advent of information technology, artificial intelligence, and the Industrial Internet of Things (IIoT) has precipitated a paradigm shift in the realm of manufacturing, with traditional methodologies being progressiv…
• Digital twin transition for intelligent and resilient industrial systems
  2026 · 数字孪生 · Digital twins (DTs) are a vital technology transforming industrial systems by linking the physical and digital realms through real-time, bidirectional data flow and intelligent analysis. This special issue of the Interna…
• AI-Driven Smart Manufacturing: Digital Twin and VR-Enabled Predictive Maintenance for Industrial Efficiency Optimization
  2026 · 数字孪生 · Abstract The advent of Industry 4.0 has driven the integration of artificial intelligence (AI), digital twin technology, and virtual reality (VR) into modern manufacturing ecosystems. This study presents an AI-enhanced d…
• Digital Twin Enabled Control of a 4-DOF Robotic Arm
  2026 · 数字孪生 · In the era of industrial automation and smart manufacturing, systems integration of physical and virtual has become essential. Digital Twin technology facilitates remote monitoring, prediction, and control of robotic sys…
• Toward a Functional Theory of Digital Twin
  2026 · 数字孪生 · Digital twins are often introduced through domain-specific applications such as predictive maintenance,production control, or healthcare monitoring. Beneath these heterogeneous services, however, they sharea common funct…
• Toward a Functional Theory of Digital Twin
  2026 · 数字孪生 · Digital twins are often introduced through domain-specific applications such as predictive maintenance,production control, or healthcare monitoring. Beneath these heterogeneous services, however, they sharea common funct…
• Digital Twin Capability Realization in Industry: A Classification Framework for Technology Evaluation and Implementation Governance
  2026 · 数字孪生 · Digital twins (DTs) are increasingly promoted as strategic technologies for improving visibility, prediction, and decision-making in industrial organizations. However, systems labeled as DTs vary substantially in impleme…
• Operationalizing the Industrial Metaverse: Strategies, Challenges, and Opportunities for the Sustainable Factory of the Future
  2026 · 数字孪生 · The Industrial Metaverse (IM) integrates digital twins, IoT, AI, and immersive technologies to create interconnected, data-driven production environments. While its potential for enhancing efficiency and collaboration is…
• Melon Hydroponic Cultivation Based on Smart Farming Technology to Improve the Creative Economy
  2025 · 智慧农业 · Indonesia is an agricultural country that has a variety of agricultural commodities that can be developed in the horticulture sector. One of the agricultural products that comes from horticulture commodities and has a hi…
• Pengembangan Budidaya Pakcoy dengan Metode Smart Farming Kelompok Pertanian Gandasuli Gumilir, Komunitas Dampingan PT. SBI Pabrik Cilacap
  2025 · 智慧农业 · Smart farming merupakan pendekatan pertanian modern yang memanfaatkan teknologi informasi dan komunikasi untuk meningkatkan efisiensi dan hasil produksi pertanian. Smart farming 4.0 yang berbasis kecerdasan buatan akan m…
• Teaching Case: Smart Poultry Farming Using the Internet of Things, Artificial Intelligence, and Analytics: A Project Management Case
  2025 · 智慧农业 · Efficient and profitable business operations today rely on the use of advanced technologies.This is particularly evident in managing family farms in the competitive broiler chicken industry.Farmers raising broiler chicke…
• IoT in Climate‐Smart Farming
  2025 · 智慧农业 · Climate change is evolving as a major issue in farming and food management across the globe. Due to sudden changes in climate conditions such as temperature, heavy rain, and droughts farmers are badly affected. The globa…
• Production potential of the enterprise as an economic category
  2025 · 智慧农业 · The article presents the research results substantiating the definition of “production potential of the enterprise” and identifying its constituent elements based on the study of existing scientific views. The analysis o…
• Komunikasi Digital dalam Pemberdayaan Kelompok Wanita Tani (KWT) melalui Teknologi Smart Farming
  2025 · 智慧农业 · Penelitian ini bertujuan untuk menganalisis peran komunikasi digital dalam pemberdayaan Kelompok Wanita Tani (KWT) melalui teknologi smart farming. Dengan menggunakan pendekatan kualitatif dan metode studi literatur, pen…
• Cyber Security Risk in Smart Agriculture in Regional Australia
  2025 · 智慧农业 · Agriculture is a fundamental global primary industry, evolving with advances in ICT and automation. The rise in ‘smart farming' integrates cutting-edge technologies like IoT, drones, sensors, GPS, big data analytics, and…
• Digital Technologies in the Sustainable Design and Development of Textiles and Clothing—A Literature Review
  2025 · AI 安全与对齐 · This paper examines the digital transformation of the textile and fashion industry, focusing on the alignment with sustainability principles through the integration of Industry 4.0 technologies. The introduction highligh…
• Data issues in industrial AI systems: A meta-review and research strategy
  2025 · AI 安全与对齐 · In the era of Industry 4.0, artificial intelligence (AI) is assumed to play an increasingly pivotal role within industrial systems. Despite the recent trend within various industries to adopt AI, the actual adoption of A…
• From Industry 4.0 to 5.0: leveraging AI and IoT for sustainable and human-centric operations
  2025 · AI 安全与对齐 · Purpose This study investigates the transition from Industry 4.0 to Industry 5.0, focusing on the integration of artificial intelligence (AI), machine learning (ML), and the Internet of Things (IoT) to support human-cent…
• From Skilled Workers to Smart Talent: AI-Driven Workforce Transformation in the Construction Industry
  2025 · AI 安全与对齐 · Workforce transformation is one of the most pressing challenges in the AI-driven construction industry, as traditional skilled labour roles are rapidly evolving into more interdisciplinary, digitally enabled positions. T…
• Enabling circularity in construction: A technology-phase alignment of construction 4.0 and circular economy principles
  2025 · AI 安全与对齐 · Integrating Construction 4.0 technologies—the construction-specific application of Industry 4.0—with circular economy (CE) principles presents a transformative opportunity for the construction sector to enhance sustainab…
• Toward the Theoretical Foundations of Industry 6.0: A Framework for AI-Driven Decentralized Manufacturing Control
  2025 · AI 安全与对齐 · This study advances toward establishing the theoretical foundations of Industry 6.0 by developing a comprehensive framework that integrates artificial intelligence (AI), decentralized control systems, and cyber–physical …
• Transformative Impact of AI and Digital Technologies on the FinTech Industry: A Comprehensive Review
  2025 · AI 安全与对齐 · This paper examines the impact of artificial intelligence (AI) and digital technologies on the financial technology (FinTech) industry and demonstrates how AI- enabled strategies are increasing the ability of businesses …
• Rewiring Sustainability: How Digital Transformation and Fintech Innovation Reshape Environmental Trajectories in the Industry 4.0 Era
  2025 · 数字孪生 · This study investigates the long-run impact of digital transformation and fintech innovation on environmental sustainability across OECD countries from 1999 to 2024. Drawing on a novel empirical framework that integrates…
• Mapping a Decade of Digital Twin Research: Trends, Thematic Evolution, and China’s Strategic Lead
  2025 · 数字孪生 · Digital Twin (DT) research has grown rapidly in recent years, touching areas from factories to healthcare and city planning.This study answers five simple questions: how many papers appear each year, who writes them and …
• Real-Time Pick-and-Place Digital Twin in Unity for Industry 4.0
  2025 · 数字孪生 · In the context of Industry 4.0, the adoption of Digital Twins is an essential solution for the optimization, monitoring and control of complex industrial processes. This article presents the development and implementatio…
• Overcoming the Data Availability Paradox with Managed Digital Twin Instances
  2025 · 数字孪生 · Digital transformation, IoT, and cloud storage have led to vast data collections that tend to exist in isolated silos, thus limiting their utilization. This leads to the data availability paradox, in which individuals, g…
• Digital twin approach for post-harvest crop protection
  2025 · 数字孪生 · This technical paper presents the Internet-of-Things (IoT) and cloud platform solution for post-harvest crop protection. Centaur Internet-of-Crops® (IoC) is an AI-based cloud platform that processes a wide variety of dat…
• Application Practice of AI Empowered Digital Twin Smart Campus Scene Design
  2025 · 数字孪生 · Based on the relationship between AI and the application scenarios of digital twin smart campus, as well as related technological integration. It analyzes how digital twin technology and AI artificial intelligence techno…
• A Technology Readiness Assessment Approach for Digital Twin Implementation in Smes
  2025 · 数字孪生 · Abstract Small and medium-sized enterprises (SMEs) face persistent challenges in adopting digital twin (DT) technologies due to limited resources and low digital maturity. In this research, the SME Smart Technology Readi…
• Digital Twin: State-of-the-Art and Future Perspectives
  2025 · 数字孪生 · In the midst of the swift advance of informatization, digital twin technology has garnered escalating attention. Synthesizing the current research landscape and cutting-edge developments in digital twin technology is cru…
• Digital Twin-Driven Operational Management Framework for Real-Time Decision-Making in Smart Factories
  2025 · 数字孪生 · To improve operational efficiency, adaptability, and sustainability in an intelligent factory within the Industry 4.0 era, decision-making must happen in real-time. This paper presents a framework that relies on Digital …
• Digital Twin-Driven Predictive Maintenance Using ML Models in Industry 5.0 Environments
  2025 · 数字孪生 · The Industry 5.0 has integrated into a new paradigm of manufacturing and industry system and the ideal convergence of man and machine. In this regard, predictive maintenance (PdM) is becoming more and more applicable, es…
• An Innovative Design Framework for the Manchu Cultural Industry Driven by Digital Twin Technology
  2025 · 数字孪生 · With the rapid development of digital technology, digital twin technology, as a new technical means, is bringing new opportunities for the development of cultural industry. As an important part of traditional Chinese cul…
• Using Digital Twin Technologies to Train Information Security Professionals
  2025 · 数字孪生 · This paper explores the possibility of using digital twins of enterprise information systems, based on the Cyber polygon, to train Information Security students. The term “cyber polygon” is defined as a digital twin of t…
• Cybersecurity in Agriculture 5.0
  2025 · 数字孪生 · Within the framework of the digital revolution in the agriculture industry, Agriculture 5.0 is a noteworthy accomplishment reflecting a major progress. The agriculture industry employs a broad spectrum of technologies to…
• Leveraging Recurrent Neural Networks in Virtual Reality-based Digital Twin Models for Enhanced Predictive Maintenance of Industrial Machines
  2025 · 数字孪生 · Digital twin technology has given rise to smart manufacturing in Industry 4.0. Especially with the help of virtual reality, digital twin technology aims to provide an immersive experience by integrating the physical and …
• Digital Twin in Industries: A Comprehensive Survey
  2025 · 数字孪生 · Industrial networks are undergoing rapid transformation driven by the convergence of emerging technologies that are revolutionizing conventional workflows, enhancing operational efficiency, and fundamentally redefining t…
• Robot Fault Detection Using Digital Twin and Deep Learning
  2025 · 数字孪生 · Reliability and lifetime of robots is critical for modern manufacturing systems, as robots have been widely used in manufacturing, and their failure could lead to substantial financial losses.Predictive Maintenance (PdM)…
• Usage of Digital Twin Technology for Sustainable Development in Sri Lanka's Construction Sector
  2025 · 数字孪生 · Digital Twin (DT) technology is transforming the global construction industry, offering real-time monitoring, better decision-making, and enhanced project outcomes.However, DT is primarily used in the design and planning…
• The Phenomenon of Digital Mediation: The Perceptual Landscape Mediated by the Writer's Digital Twin
  2025 · 数字孪生 · The paper presents a consideration of the use of the “digital twin” technology in philological research discourse. The integration of the digital twin concept into the problematics of linguistic personality studies allow…
• Role of AI and Digital Twin in Industry 5.0
  2025 · 数字孪生 · This chapter discusses the crucial contribution of the Internet in revolutionizing industry via artificial intelligence (AI) and digital twin (DT) technologies for human-centric, sustainable and efficient industrial syst…
• Maintenance planning using a digital twin: principles and case studies
  2025 · 数字孪生 · We present a set of principles for guiding proponents and developers of digital solutions for maintenance planning. Maintenance planning is a good arena in which to use a digital twin (DT) due to varied and evolving oper…
• Towards the Implementation and Integration of a Digital Twin in a Discrete Manufacturing Context
  2024 · 数字孪生 · In the context of enhanced decision-making related to Industry 4.0 and 5.0, this work examines the first step to implement a Digital Twin (DT) in a discrete manufacturing firm. The DT will be required to be adequately in…
• A Review of Digital Twinning for Rotating Machinery
  2024 · 数字孪生 · This review focuses on the definitions, modalities, applications, and performance of various aspects of digital twins (DTs) in the context of transmission and industrial machinery. In this regard, the context around Indu…
• Multi-Agent Based Smart System for Supply Chain Management
  2024 · AI Agent 生态 · The supply chain comprises numerous components/ identities as suppliers, manufacturers, factories, warehouses, distributing agents, etc. These personalities are engaged in delivering raw materials, and components, which …
• IoT and industry 5.0 revolutionizing agriculture: a comprehensive review of sustainable advancements in precision farming
  2024 · 智慧农业 · Agriculture, a cornerstone of the global economy, grapples with the two challenges of feeding a growing population and ensuring sustainability. The intersection of Industry 5.0 and Internet of Things (IoT) concepts has b…
• Digital Twin Prototypes for Supporting Automated Integration Testing of Smart Farming Applications
  2024 · 智慧农业 · Industry 4.0 marks a major technological shift, revolutionizing manufacturing with increased efficiency, productivity, and sustainability. This transformation is paralleled in agriculture through smart farming, employing…
• Cloud Robotics and Automation
  2024 · 智慧农业 · Cloud robotics is currently regarded as one of the cutting-edge research areas within the mainstream automation and artificial intelligence fields. The new machine-to-cloud communication will increase the productivity an…

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