Citation Impact
Citing Papers
Digital twin-driven machine learning: ball bearings fault severity classification
2020
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
2017 Standout
Investigating the effects of smart technology on customer dynamics and customer experience
2017
Predicting the impacts of epidemic outbreaks on global supply chains: A simulation-based analysis on the coronavirus outbreak (COVID-19/SARS-CoV-2) case
2020 Standout
On the Integration of Agents and Digital Twins in Healthcare
2020
Digital Twin for rotating machinery fault diagnosis in smart manufacturing
2018 Standout
Enabling technologies and tools for digital twin
2019 Standout
Computer Vision Enabled Building Digital Twin Using Building Information Model
2022 Standout
Developing WSN/BIM-Based Environmental Monitoring Management System for Parking Garages in Smart Cities
2020
Smart manufacturing technology, market maturity analysis and technology roadmap in the computer and electronic product manufacturing industry
2018
Information modeling for cyber-physical production system based on digital twin and AutomationML
2020
Focusing the customer through smart services: a literature review
2019
Digital Twin for the Oil and Gas Industry: Overview, Research Trends, Opportunities, and Challenges
2020 Standout
A human-in-the-loop manufacturing control architecture for the next generation of production systems
2020
Robust Digital Twin Compositions for Industry 4.0 Smart Manufacturing Systems
2018
Big Data Analytics in Operations Management
2017 Standout
Industry 4.0 and Industry 5.0—Inception, conception and perception
2021 Standout
A survey of dynamic scheduling in manufacturing systems
2008 Standout
Characterising the Digital Twin: A systematic literature review
2020 Standout
A Survey on Digital Twin: Definitions, Characteristics, Applications, and Design Implications
2019
FACTORS AFFECTING THE PERFORMANCE OF CONSTRUCTION PROJECTS IN THE GAZA STRIP
2009
Architecting Smart City Digital Twins: Combined Semantic Model and Machine Learning Approach
2020
Digital Twin Reference Model Development to Prevent Operators’ Risk in Process Plants
2020
Dynamic scheduling for flexible job shop with new job insertions by deep reinforcement learning
2020 Standout
Digital-Twin-Based Job Shop Scheduling Toward Smart Manufacturing
2019
The industrial management of SMEs in the era of Industry 4.0
2017 Standout
A framework for investigating the role of big data in service parts management
2016
Digital twin – Proof of concept
2018
A comparison of two approaches to nurse rostering problems
2010
Sustainable manufacturing: trends and research challenges
2011
System architecture for closed-loop PLM
2007
Review of digital twin about concepts, technologies, and industrial applications
2020 Standout
Digital Twin: Values, Challenges and Enablers From a Modeling Perspective
2020
Transfer learning as an enabler of the intelligent digital twin
2021
Integrating Virtual Reality and Digital Twin in Circular Economy Practices: A Laboratory Application Case
2020
Knowledge-enriched shop floor control in end-of-life business
2010
Personnel scheduling: A literature review
2012 Standout
Digital twin modeling
2022 Standout
A digital supply chain twin for managing the disruption risks and resilience in the era of Industry 4.0
2020
Industry 4.0 technologies: Implementation patterns in manufacturing companies
2019 Standout
Visualisation of the Digital Twin data in manufacturing by using Augmented Reality
2019
A comprehensive review of big data analytics throughout product lifecycle to support sustainable smart manufacturing: A framework, challenges and future research directions
2018 Standout
Machine learning for multi-criteria inventory classification applied to intermittent demand
2018
IoT and digital twin enabled smart tracking for safety management
2020
Critical Success Factors of the Project Management in Relation to Industry 4.0 for Sustainability of Projects
2020 Standout
Digital transformation in the maritime transport sector
2021 Standout
Digital Twin in Industry: State-of-the-Art
2019 Standout
A Product Quality Monitor Model With the Digital Twin Model and the Stacked Auto Encoder
2020
A digital twin to train deep reinforcement learning agent for smart manufacturing plants: Environment, interfaces and intelligence
2020
Outlook on human-centric manufacturing towards Industry 5.0
2022 Standout
Web-based digital twin modeling and remote control of cyber-physical production systems
2020
Predictive maintenance in the Industry 4.0: A systematic literature review
2020 Standout
Machine Learning in Predictive Maintenance towards Sustainable Smart Manufacturing in Industry 4.0
2020 Standout
Using open-source microcontrollers to enable digital twin communication for smart manufacturing
2019
A Survey on AI-Driven Digital Twins in Industry 4.0: Smart Manufacturing and Advanced Robotics
2021
A literature and practice review to develop sustainable business model archetypes
2013 Standout
A review on condition-based maintenance optimization models for stochastically deteriorating system
2016 Standout
A digital-twin visualized architecture for Flexible Manufacturing System
2021
Cooling techniques to improve the machinability and sustainability of light-weight alloys: A state-of-the-art review
2020 Standout
Digital Twin: Enabling Technologies, Challenges and Open Research
2020 Standout
Modelling stochastic behaviour in simulation digital twins through neural nets
2021
When titans meet – Can industry 4.0 revolutionise the environmentally-sustainable manufacturing wave? The role of critical success factors
2018 Standout
Digital Twin Research in the AECO-FM Industry
2021
A Survey on Metaverse: Fundamentals, Security, and Privacy
2022 Standout
Digital Twins and Cyber–Physical Systems toward Smart Manufacturing and Industry 4.0: Correlation and Comparison
2019
The modelling and operations for the digital twin in the context of manufacturing
2018
Optimization of reliability centered predictive maintenance scheme for inertial navigation system
2015
Digital Twin for maintenance: A literature review
2020
Digital Twin Based Real-time Production Logistics Synchronization System in a Multi-level Computing Architecture
2020
Digital twins-based smart manufacturing system design in Industry 4.0: A review
2021
Digital Twin in manufacturing: A categorical literature review and classification
2018 Standout
Multisource Model-Driven Digital Twin System of Robotic Assembly
2020
Digital twin paradigm: A systematic literature review
2021 Standout
A Digital Twin for Grinding Wheel: An Information Sharing Platform for Sustainable Grinding Process
2018
Review of digital twin applications in manufacturing
2019
Perceived risks and vulnerabilities of employing digitalization and digital data in agriculture – Socially robust orientations from a transdisciplinary process
2022 Standout
A Framework for Sustainable Circular Business Model Innovation
2016
A Framework for Sustainable Circular Business Model Innovation
2016
A Cyber-Physical Machine Tools Platform using OPC UA and MTConnect
2019
The Circular Economy – A new sustainability paradigm?
2016 Standout
Identifying industry 5.0 contributions to sustainable development: A strategy roadmap for delivering sustainability values
2022 Standout
Big data analysis of the Internet of Things in the digital twins of smart city based on deep learning
2021 Standout
A hybrid predictive maintenance approach for CNC machine tool driven by Digital Twin
2020
Creation of a micro cutting machine tool digital-twin using a cloud-based model-based PLM Platform: first results
2019
Digital Twins: A Survey on Enabling Technologies, Challenges, Trends and Future Prospects
2022 Standout
Integrating spherical fuzzy Delphi and TOPSIS technique to identify indicators for sustainable maintenance management in the oil and gas industry
2021
Optimizing smart manufacturing systems by extending the smart products paradigm to the beginning of life
2020
A Digital Twin Based Industrial Automation and Control System Security Architecture
2019
Digitization, Digital Twins, Blockchain, and Industry 4.0 as Elements of Management Process in Enterprises in the Energy Sector
2021 Standout
Federated learning enabled digital twins for smart cities: Concepts, recent advances, and future directions
2022 Standout
Inventive problem-solving map of innovative carbon emission strategies for solar energy-based transportation investment projects
2022 Standout
Consumers acceptance of artificially intelligent (AI) device use in service delivery
2019 Standout
A generic tri-model-based approach for product-level digital twin development in a smart manufacturing environment
2020
Prediction maintenance integrated decision-making approach supported by digital twin-driven cooperative awareness and interconnection framework
2020
Cyber-physical systems architectures for industrial internet of things applications in Industry 4.0: A literature review
2020 Standout
Evaluating the performance of reactive control architectures for manufacturing production control
2001
Digital Twin in the IoT Context: A Survey on Technical Features, Scenarios, and Architectural Models
2020
Methodology for enabling Digital Twin using advanced physics-based modelling in predictive maintenance
2019
A framework for investigating optimization of service parts performance with big data
2016
Digital twin application in the construction industry: A literature review
2021
The Role of AI, Machine Learning, and Big Data in Digital Twinning: A Systematic Literature Review, Challenges, and Opportunities
2021 Standout
A Review of Further Directions for Artificial Intelligence, Machine Learning, and Deep Learning in Smart Logistics
2020 Standout
Leveraging Digital Twin Technology in Model-Based Systems Engineering
2019 Standout
The Level of Maturity of Quality Management Systems in Poland—Results of Empirical Research
2019 Standout
A maturity assessment model for manufacturing systems
2018
Digital Twins for the built environment: learning from conceptual and process models in manufacturing
2021
Digital Twin-driven smart manufacturing: Connotation, reference model, applications and research issues
2019 Standout
Understanding big data analytics capabilities in supply chain management: Unravelling the issues, challenges and implications for practice
2017 Standout
Works of Marco Macchi being referenced
Condition monitoring based on incremental learning and domain ontology for condition-based maintenance
2010
Exploring the role of E-maintenance for value creation in service provision
2014
Clarifying Data Analytics Concepts for Industrial Engineering
2018
A Digital Twin Proof of Concept to Support Machine Prognostics with Low Availability of Run-To-Failure Data
2019
FMU-supported simulation for CPS Digital Twin
2019
Exploring the role of Digital Twin for Asset Lifecycle Management
2018
A Review of the Roles of Digital Twin in CPS-Based Production Systems
2019
Guiding manufacturing companies towards digitalization a methodology for supporting manufacturing companies in defining their digitalization roadmap
2017
New methodology for smart manufacturing research and education: The lab approach
2016
Ontology of mobile maintenance processes
2009
Benchmarking the performance of manufacturing control systems: design principles for a web-based simulated testbed
2003
Field-synchronized Digital Twin framework for production scheduling with uncertainty
2020
A review of multi-criteria classification of spare parts
2014
A review on the characteristics of cyber-physical systems for the future smart factories
2020
MES-integrated digital twin frameworks
2020
Exploring the impacts and contributions of maintenance function for sustainable manufacturing
2020
Road-mapping the business potential of sustainability within the European manufacturing industry
2014
A Benchmarking Service for the evaluation and comparison of scheduling techniques
2007
Maintenance management of railway infrastructures based on reliability analysis
2012
Using the PLM approach in the implementation of the globally scaled manufacturing
2004
An Industry 4.0-Enabled Low Cost Predictive Maintenance Approach for SMEs
2018
A Review of the Roles of Digital Twin in CPS-based Production Systems
2017 Standout
Synchro-push: A new production control paradigm
2016
Assessment of industrial applicability of Electric Signature Analysis as diagnostic and prognostic tool
2010
A maintenance maturity assessment method for the manufacturing industry
2013
A Digital Twin-based scheduling framework including Equipment Health Index and Genetic Algorithms
2019
Building a Total Cost of Ownership model to support manufacturing asset lifecycle management
2019
A decision-making framework for managing maintenance spare parts
2008
An experimental benchmarking of two multi-agent architectures for production scheduling and control
2000