Research graph
References from Integration of Digital Technologies (AI, IoT, and Blockchain) for Circular Manufacturing. Local targets link to admitted publications; unresolved targets remain external evidence.
The transformation to a circular economy: Framing an evolutionary view
2021 · External reference
A review on circular economy: the expected transition to a balanced interplay of environmental and economic systems
2016 · External reference
Unresolved reference
External reference
Closed‐loop systems to circular economy: A pathway to environmental sustainability?
2022 · External reference
Unresolved reference
2022 · External reference
Mapping circular economy practices for steel, cement, glass, brick, insulation, and wood–A review for climate mitigation modeling
2024 · External reference
Unresolved reference
External reference
Advancing the circular economy through dynamic capabilities and extended customer engagement: Insights from small sustainable fashion enterprises in the UK
2022 · External reference
Driving the Circular Economy Through Digital Servitization: Sustainable Business Models in the Maritime Sector
2025 · External reference
Biobased products and life cycle assessment in the context of circular economy and sustainability
2020 · External reference
Exploring the role of independent retailers in the circular economy: a
External reference
Unresolved reference
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Exploring how digital technologies enable a circular economy of products
2023 · External reference
Unresolved reference
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Artificial intelligence, machine learning and deep learning in advanced robotics, a review
2023 · External reference
Glass waste circular economy‐Advancing to high‐value glass sheets recovery using industry 4.0 and 5.0 technologies
2024 · External reference
The convergence of IoT and distributed ledger technologies (DLT): Opportunities, challenges, and solutions
2021 · External reference
Distributed ledger technology in supply chains: a transaction cost perspective
2020 · External reference
Decentralization and localization of production: The organizational and economic consequences of additive manufacturing (3D printing)
2017 · External reference
Sustainability aspects of additive manufacturing: Leveraging resource efficiency via product design optimization and laser powder bed fusion
2024 · External reference
Personalised production in the age of circular additive manufacturing
2023 · External reference
Mechanical and chemical recycling of solid plastic waste
2017 · External reference
Digital twin: enabling technologies, challenges and open research
2020 · External reference
Digital twin for smart manufacturing, A review
2023 · External reference
Big data analytics for manufacturing internet of things: opportunities, challenges and enabling technologies
2020 · External reference
Data‐driven analytics and modelling of circular supply chains for net zero manufacturing
2024 · External reference
Digital technologies for urban metabolism efficiency: Lessons from urban agenda partnership on circular economy
2021 · External reference
Digitalization to achieve sustainable development goals: Steps towards a Smart Green Planet
2021 · External reference
Circular economy approach in solid waste management system to achieve UN‐SDGs: Solutions for post‐COVID recovery
2021 · External reference
Circular economy as an essentially contested concept
2018 · External reference
Circular economy: the concept and its limitations
2018 · External reference
Product design in a circular economy: Development of a typology of key concepts and terms
2017 · External reference
The circular economy: new or refurbished as CE 3.0?—exploring controversies in the conceptualization of the circular economy through a focus on history and resource value retention options
2018 · External reference
Digital product‐service systems: The role of data in the transition to servitization business models
2022 · External reference
Integrating strategic environmental assessment and material flow accounting: a novel approach for moving towards sustainable urban futures
2019 · External reference
The paradigms of Industry 4.0 and circular economy as enabling drivers for the competitiveness of businesses and territories: The case of an Italian ceramic tiles manufacturing company
2018 · External reference
Skills and capabilities for a sustainable and circular economy: The changing role of design
2017 · External reference
Transformative sustainable business models in the light of the digital imperative—A global business economics perspective
2018 · External reference
A comparison of traditional manufacturing vs additive manufacturing, the best method for the job
2019 · External reference
Unresolved reference
2016 · External reference
Can fashion be sustainable? Trajectories of change in organizational, products and processes, and socio‐cultural contexts
2024 · External reference
Unresolved reference
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Unpacking the circular economy: A problematizing review
2023 · External reference
Collaboration as an enabler for circular economy: A case study of a developing country
2021 · External reference
Enablers, levers and benefits of Circular Economy in the Electrical and Electronic Equipment supply chain: A literature review
2021 · External reference
Exploring how usage‐focused business models enable circular economy through digital technologies
2018 · External reference
Data‐driven and artificial intelligence accelerated steel material research and intelligent manufacturing technology
2023 · External reference
Unresolved reference
2021 · External reference
Analysis of enablers on the successful implementation of green manufacturing for Irish SMEs
2021 · External reference
Unresolved reference
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Harnessing difference: a capability‐based framework for stakeholder engagement in environmental innovation
2018 · External reference
From global goals and planetary boundaries to public governance—a framework for prioritizing organizational sustainability activities
2018 · External reference
The circular economy meets artificial intelligence (AI): Understanding the opportunities of AI for reverse logistics
2022 · External reference
Key enablers for deploying artificial intelligence for circular economy embracing sustainable product design: Three case studies
2020 · External reference
The influence of artificial intelligence adoption on circular economy practices in manufacturing industries
2023 · External reference
Multi‐Objective Optimization in Industry 5.0: Human‐Centric AI Integration for Sustainable and Intelligent Manufacturing
2024 · External reference
AI‐powered innovation in digital transformation: Key pillars and industry impact
2024 · External reference
The role of ai, machine learning, and big data in digital twinning: A systematic literature review, challenges, and opportunities
2021 · External reference
Circular economy indicators: What do they measure?
2019 · External reference
Post‐consumer plastic waste management: From collection and sortation to mechanical recycling
2023 · External reference
Research on ecological efficiency for the remanufacturing process considering optimization and evaluation
2019 · External reference
Optimization of remanufacturing process routes oriented toward eco‐efficiency
2019 · External reference
A review of modern machine learning techniques in the prediction of remaining useful life of lithium‐ion batteries
2022 · External reference
Remaining Useful Life prediction and challenges: A literature review on the use of Machine Learning Methods
2022 · External reference
Advancing the industrial circular economy: the integrative role of machine learning in resource optimization
2023 · External reference
Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations
2018 · External reference
Prioritized and predictive intelligence of things enabled waste management model in smart and sustainable environment
2022 · External reference
Unresolved reference
External reference
Digital Twin Technology, Predictive Analytics, and Sustainable Project Management in Global Supply Chains for Risk Mitigation, Optimization, and Carbon Footprint Reduction through Green Initiatives
2024 · External reference
Revolutionizing Urban Solid Waste Management with AI and IoT: A review of smart solutions for waste collection, sorting, and recycling
2025 · External reference
Unresolved reference
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Connecting additive manufacturing to circular economy implementation strategies: Links, contingencies and causal loops
2022 · External reference
Circular economy and internet of things: Mapping science of case studies in manufacturing industry
2021 · External reference
Performance analysis of IoT‐based sensor, big data processing, and machine learning model for real‐time monitoring system in automotive manufacturing
2018 · External reference
Unresolved reference
2018 · External reference
Internet of things for smart factories in industry 4.0, a review
2023 · External reference
A systematic review of real‐time data monitoring and its potential application to support dynamic life cycle inventories
2024 · External reference
Towards circular economy: A IoT enabled framework for circular supply chain integration
2024 · External reference
Relationship among Industrial IoT, Circular Supply Chain Management Practices and Sustainable Performance of Manufacturing Companies: an Empirical Study
2025 · External reference
Unresolved reference
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Smart remanufacturing: a review and research framework
2020 · External reference
Unresolved reference
2023 · External reference
A review on the lifecycle strategies enhancing remanufacturing
2021 · External reference
Unresolved reference
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2025 · External reference
Supply chain transparency through blockchain‐based traceability: An overview with demonstration
2020 · External reference
Unresolved reference
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2020 · External reference
An examination of distributed and decentralized systems for trustworthy control of supply chains
2023 · External reference
Blockchain mutability: Challenges and proposed solutions
2019 · External reference
Smart contracts for sustainable supply chain management: Conceptual frameworks for supply chain maturity evaluation and smart contract sustainability assessment
2021 · External reference
Smart contracts to enable sustainable business models. A case study
2020 · External reference
Blockchain‐enabled provenance tracking for sustainable material reuse in construction supply chains
2024 · External reference
Ensuring construction material provenance using Internet of Things and blockchain: Learning from the food industry
2023 · External reference
The potentials of combining Blockchain technology and Internet of Things for digital reverse supply chain: A case study
2022 · External reference
A blockchain‐enabled framework for reverse supply chain management of power batteries
2023 · External reference
Circular economy in the manufacturing sector: Digital transformation and sustainable practices
2024 · External reference
The convergence of artificial intelligence and blockchain: The state of play and the road ahead
2024 · External reference
Unresolved reference
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2022 · External reference
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Integrating Industry 4.0 and circular economy: a conceptual framework for sustainable manufacturing
2024 · External reference
Unresolved reference
2024 · External reference
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2022 · External reference
Big data analytics, artificial intelligence, machine learning, internet of things, and blockchain for enhanced business intelligence
2024 · External reference
Enhancing Data Security and Transparency: The Role of Blockchain in Decentralized Systems
2025 · External reference
Toward intelligent cyber‐physical systems: Digital twin meets artificial intelligence
2021 · External reference
An artificial intelligence‐based collaboration approach in industrial iot manufacturing: Key concepts, architectural extensions and potential applications
2020 · External reference
Digital twin—Cyber replica of physical things: Architecture, applications and future research directions
2022 · External reference
Digital Twins for Cyber‐Physical Healthcare Systems: Architecture, Requirements, Systematic Analysis and Future Prospects
2025 · External reference
A six‐layer architecture for the digital twin: a manufacturing case study implementation
2020 · External reference
Digital twins in manufacturing: Systematic literature review for physical– digital layer categorization and future research directions
2022 · External reference
Generic digital twin architecture for industrial energy systems
2020 · External reference
Digital twin applications toward industry 4.0: A review
2023 · External reference
Digital twins for the circular economy
2021 · External reference
Digital twins: enhancing circular economy through digital tools
2024 · External reference
Interconnected digital twins and the future of digital manufacturing: Insights from a Delphi study
2023 · External reference
Unresolved reference
2018 · External reference
Meeting the closed‐loop challenge: The “Who‐What‐How” strategic choices for a successful remanufacturing approach
2024 · External reference
High‐reliability and low‐latency wireless communication for internet of things: Challenges, fundamentals, and enabling technologies
2019 · External reference
Conducting In‐Depth Analysis of AI, IoT, Web Technology, Cloud Computing, and Enterprise Systems Integration for Enhancing Data Security and Governance to Promote Sustainable Business Practices
2024 · External reference
The emerging digital twin bureaucracy in the 21st century
2022 · External reference
Unresolved reference
2022 · External reference
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Human‐cyber‐physical system for Industry 5.0: A review from a human‐centric perspective
2024 · External reference
Machine learning in predictive maintenance towards sustainable smart manufacturing in industry 4.0
2020 · External reference
Unresolved reference
2024 · External reference
An overview of reliability, availability, maintainability, and safety strategies for complex systems in various process industries
2023 · External reference
Improving the Maintainability and Reliability in Nigerian Industry 4.0: Its Challenges and the Way Forward from the Manufacturing Sector
2023 · External reference
Unresolved reference
2020 · External reference
Intelligent maintenance systems and predictive manufacturing
2020 · External reference
Economic data analytic AI technique on IoT edge devices for health monitoring of agriculture machines
2020 · External reference
Unresolved reference
2021 · External reference
AI‐enabled industrial equipment monitoring, diagnosis and health management
2024 · External reference
Digital Twins in the IIoT: Current Practices and Future Directions Toward Industry 5.0
2025 · External reference
Exploring the Synergy Between Digital Twin Technology and Artificial Intelligence: A Comprehensive Survey
2025 · External reference
Adapted smart home services based on smart contracts and service level agreements
2021 · External reference
Development of the circular product readiness method in circular design
2022 · External reference
Unresolved reference
2017 · External reference
Unresolved reference
2024 · External reference
Revolutionizing Health Care: Ai‐Enabled Disease Diagnosis, Outcome Prediction & Operational Efficiency
2023 · External reference
Utilizing Predictive Analytics for Enhanced Production Planning and Inventory Control in the US Manufacturing Sector
2024 · External reference
Predictive analytics: How to improve availability of manufacturing equipment in automotive firms
2023 · External reference
Unresolved reference
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Green logistics driven circular practices adoption in industry 4.0 Era: A moderating effect of institution pressure and supply chain flexibility
2023 · External reference
Circular economy practices and industry 4.0 technologies: A strategic move of automobile industry
2022 · External reference
‘Better together’: evidence on the joint adoption of circular economy and industry 4.0 technologies
2022 · External reference
How do different Industry 4.0 technologies support certain Circular Economy practices?
2023 · External reference
Unresolved reference
2023 · External reference
Barriers of a closed‐loop cartridge remanufacturing supply chain for urban waste recovery governance in China
2019 · External reference
Unresolved reference
2018 · External reference
Circular closed‐loop supply chain network design considering 3D printing and PET bottle waste
2024 · External reference
Circular economy in the high‐tech world workshop report
2021 · External reference
Unresolved reference
2016 · External reference
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Optimizing material circularity pathways in industrial waste streams: A decision‐making model
2024 · External reference
Qualitative comparative analysis: a mixed‐method tool for complex implementation questions
2019 · External reference
Review of Digital Twin in the Automotive Industry on Products, Processes and Systems
2025 · External reference
Implementations of Digital Transformation and Digital Twins: Exploring the Factory of the Future
2024 · External reference
Towards sustainable manufacturing: A comprehensive analysis of circular economy key performance indicators in the manufacturing industry
2024 · External reference
Unresolved reference
2024 · External reference
The DigiPrime KPIs’ framework for a circular economy transition in the automotive industry
2021 · External reference
Regulation and technology innovation: a comparison of stated and formal regulatory barriers throughout the technology innovation process
2015 · External reference
European energy regulatory, socioeconomic, and organizational aspects: An analysis of barriers related to data‐driven services across electricity sectors
2022 · External reference
Cybersecurity, data privacy and blockchain: A review
2022 · External reference
Recent developments in cybersecurity and data privacy
2019 · External reference
Adaptability of the workforce in Europe–changing skills in the digital era
2018 · External reference
