On the public citation graph

Integrating Quality, Sustainability, and Task Allocation in Industry 5.0: A Review of Human-Machine Collaboration

https://doi.org/10.2139/ssrn.6582145
0 signed · 128 inferred · view as graph

Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

Is this your work? Sign in with ORCID and put your name on the claims that are yours.
Claim with ORCID
Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.
See reference health

What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/pam.70083openalex-snapshot
Cobots as Workforce Partners: Overcoming Barriers Through Policy Opportunities
inferredcites →https://doi.org/10.1007/s00170-020-06398-0openalex-snapshot
Success factors for introducing industrial human-robot interaction in practice: an empirically driven framework
inferredcites →https://doi.org/10.1007/s00170-024-14890-0openalex-snapshot
Cognitive intelligent task allocation for human-automation symbiosis in Industry 5.0 manufacturing systems via non-cooperative game theory: a bi-level optimization approach
inferredcites →https://doi.org/10.1007/s10845-023-02073-9openalex-snapshot
Task allocation model for human-robot collaboration with variable cobot speed
inferredcites →https://doi.org/10.1007/s10845-023-02137-wopenalex-snapshot
Collaborative robots in manufacturing and assembly systems: literature review and future research agenda
inferredcites →https://doi.org/10.1007/s10845-023-02142-zopenalex-snapshot
Intelligent cobot systems: human-cobot collaboration in manufacturing
inferredcites →https://doi.org/10.1007/s10845-023-02307-wopenalex-snapshot
Optimal data-driven control of manufacturing processes using reinforcement learning: an application to wire arc additive manufacturing
inferredcites →https://doi.org/10.1007/s11356-022-20530-5openalex-snapshot
Revitalization of Chinese’s manufacturing industry under the carbon neutral goal
inferredcites →https://doi.org/10.1007/s40194-024-01756-yopenalex-snapshot
Robotic welding system for adaptive process control in gas metal arc welding
inferredcites →https://doi.org/10.1007/s40964-025-01314-yopenalex-snapshot
3D printing in construction: sustainable technology for building industry
inferredcites →https://doi.org/10.1007/s41315-024-00417-zopenalex-snapshot
Automating quality control: real-time defect detection and automated decision-making with ai and doosan robotics
inferredcites →https://doi.org/10.1007/s43621-025-02056-1openalex-snapshot
Greening the factory floor and reducing the climate impact of the manufacturing sector
inferredcites →https://doi.org/10.1016/j.aiepr.2021.07.005openalex-snapshot
Role of additive manufacturing applications towards environmental sustainability
inferredcites →https://doi.org/10.1016/j.cie.2024.110354openalex-snapshot
Dynamics of human-machine task allocation in intelligent production processes: A case study
inferredcites →https://doi.org/10.1016/j.cirp.2024.04.008openalex-snapshot
Human-centric integrated safety and quality assurance in collaborative robotic manufacturing systems
inferredcites →https://doi.org/10.1016/j.compind.2023.103877openalex-snapshot
Toward Zero Defect Manufacturing with the support of Artificial Intelligence—Insights from an industrial application
inferredcites →https://doi.org/10.1016/j.egyr.2025.04.060openalex-snapshot
Digital twin technology and artificial intelligence in energy transition: A comprehensive systematic review of applications
inferredcites →https://doi.org/10.1016/j.eng.2021.04.023openalex-snapshot
Intelligent Manufacturing for the Process Industry Driven by Industrial Artificial Intelligence
inferredcites →https://doi.org/10.1016/j.eswa.2024.123170openalex-snapshot
BDBM: A distributed network simplification method for solving task allocation problems
inferredcites →https://doi.org/10.1016/j.grets.2022.100001openalex-snapshot
An integrated outlook of Cyber–Physical Systems for Industry 4.0: Topical practices, architecture, and applications
inferredcites →https://doi.org/10.1016/j.ifacol.2017.08.1582openalex-snapshot
Simulation Model of a Quality Control Laboratory in Pharmaceutical Industry
inferredcites →https://doi.org/10.1016/j.ijpe.2017.03.017openalex-snapshot
Multi-objective optimization decision-making of quality dependent product recovery for sustainability
inferredcites →https://doi.org/10.1016/j.infoandorg.2025.100560openalex-snapshot
Human-AI agency in the age of generative AI
inferredcites →https://doi.org/10.1016/j.iot.2023.100721openalex-snapshot
The Internet of Things (IoT) in healthcare: Taking stock and moving forward
inferredcites →https://doi.org/10.1016/j.isci.2022.105727openalex-snapshot
Toward evaluating the effect of technology choices on linkages between sustainable development goals
inferredcites →https://doi.org/10.1016/j.jclepro.2018.02.302openalex-snapshot
Minimizing the trade-off between sustainability and cost effective performance by using autonomous vehicles
inferredcites →https://doi.org/10.1016/j.jclepro.2023.138023openalex-snapshot
Industry 5.0 implications for inclusive sustainable manufacturing: An evidence-knowledge-based strategic roadmap
inferredcites →https://doi.org/10.1016/j.jclepro.2024.142271openalex-snapshot
Industry 5.0: A new strategy framework for sustainability management and beyond
inferredcites →https://doi.org/10.1016/j.jclepro.2025.145004openalex-snapshot
Navigating trade-offs in design for sustainability and circularity: A tool for decision making leveraging narratives and multiple criteria decision analysis
inferredcites →https://doi.org/10.1016/j.jclepro.2025.146001openalex-snapshot
Modularity for circular economy: Four circularity pathways for industrial firms
inferredcites →https://doi.org/10.1016/j.jclepro.2026.147486openalex-snapshot
Towards Industry 5.0: An integrated readiness assessment of EU-27 Member States
inferredcites →https://doi.org/10.1016/j.jmsy.2022.04.007openalex-snapshot
Evaluating quality in human-robot interaction: A systematic search and classification of performance and human-centered factors, measures and metrics towards an industry 5.0
inferredcites →https://doi.org/10.1016/j.jmsy.2023.03.012openalex-snapshot
Towards smart layout design for a reconfigurable manufacturing system
inferredcites →https://doi.org/10.1016/j.jmsy.2024.07.015openalex-snapshot
Manufacturing process optimization for real-time quality control in multi-regime conditions: Tire tread production use case
inferredcites →https://doi.org/10.1016/j.jmsy.2024.11.020openalex-snapshot
Trustworthy AI for human-centric smart manufacturing: A survey
inferredcites →https://doi.org/10.1016/j.jmsy.2025.01.009openalex-snapshot
Human-robot collaborative disassembly in Industry 5.0: A systematic literature review and future research agenda
inferredcites →https://doi.org/10.1016/j.jmsy.2025.01.018openalex-snapshot
ChatCNC: Conversational machine monitoring via large language model and real-time data retrieval augmented generation
inferredcites →https://doi.org/10.1016/j.jmsy.2025.02.014openalex-snapshot
A dynamic task allocation framework for human-robot collaborative assembly based on digital twin and IGA-TS
inferredcites →https://doi.org/10.1016/j.jmsy.2025.06.022openalex-snapshot
Enhancing sustainability of human-robot collaboration in industry 5.0: Context- and interaction-aware human motion prediction for proactive robot control
inferredcites →https://doi.org/10.1016/j.jmsy.2025.08.003openalex-snapshot
LLM-based multi-agent task planning for human-robot collaborative assembly balancing operator experience and efficiency
inferredcites →https://doi.org/10.1016/j.jrt.2024.100076openalex-snapshot
C-XAI: A conceptual framework for designing XAI tools that support trust calibration
inferredcites →https://doi.org/10.1016/j.mechatronics.2018.02.009openalex-snapshot
Survey on human–robot collaboration in industrial settings: Safety, intuitive interfaces and applications
inferredcites →https://doi.org/10.1016/j.patter.2021.100266openalex-snapshot
Data visualization for Industry 4.0: A stepping-stone toward a digital future, bridging the gap between academia and industry
inferredcites →https://doi.org/10.1016/j.procir.2016.07.040openalex-snapshot
A Maturity Model for Assessing Industry 4.0 Readiness and Maturity of Manufacturing Enterprises
inferredcites →https://doi.org/10.1016/j.procir.2022.08.074openalex-snapshot
Smart closed-loop control of laser welding using reinforcement learning
inferredcites →https://doi.org/10.1016/j.procir.2024.10.161openalex-snapshot
Digital Twins for Industry 5.0: Unlocking the Human Potential
inferredcites →https://doi.org/10.1016/j.procs.2023.01.351openalex-snapshot
Industry 5.0 – Past, Present, and Near Future
inferredcites →https://doi.org/10.1016/j.procs.2024.01.126openalex-snapshot
Multi-objective optimization of cycle time and robot energy expenditure in human-robot collaborated assembly lines
inferredcites →https://doi.org/10.1016/j.rcim.2024.102769openalex-snapshot
Exploring the synergies between collaborative robotics, digital twins, augmentation, and industry 5.0 for smart manufacturing: A state-of-the-art review
inferredcites →https://doi.org/10.1016/j.rcim.2024.102781openalex-snapshot
A framework for human–robot collaboration enhanced by preference learning and ergonomics
inferredcites →https://doi.org/10.1016/j.rcim.2024.102937openalex-snapshot
Reviewing human-robot collaboration in manufacturing: Opportunities and challenges in the context of industry 5.0
inferredcites →https://doi.org/10.1016/j.rcim.2024.102942openalex-snapshot
Safety-efficiency integrated assembly: The next-stage adaptive task allocation and planning framework for human–robot collaboration
inferredcites →https://doi.org/10.1016/j.rcim.2025.103006openalex-snapshot
Learning and planning for optimal synergistic human–robot coordination in manufacturing contexts
inferredcites →https://doi.org/10.1016/j.rcim.2025.103108openalex-snapshot
A framework for integrated design of human–robot collaborative assembly workstations
inferredcites →https://doi.org/10.1016/j.rcim.2025.103154openalex-snapshot
Human–robot collaborative visual inspection with Large Language Models
inferredcites →https://doi.org/10.1016/j.spc.2022.08.003openalex-snapshot
Identifying industry 5.0 contributions to sustainable development: A strategy roadmap for delivering sustainability values
inferredcites →https://doi.org/10.1016/j.ssci.2020.104667openalex-snapshot
Safety bounds in human robot interaction: A survey
inferredcites →https://doi.org/10.1016/j.tcs.2025.115147openalex-snapshot
Sequential decision based learning method for influence maximization
inferredcites →https://doi.org/10.1016/s0272-6963(97)00009-0openalex-snapshot
Unlocking the potential of advanced manufacturing technologies
inferredcites →https://doi.org/10.1038/s41598-025-16089-zopenalex-snapshot
Industry 5.0 paradigm transformation adoption in developing countries: an analytical game theoretic model
inferredcites →https://doi.org/10.1038/s41598-025-17897-zopenalex-snapshot
Impact of environmental performance on intelligent transformation in Chinese manufacturing enterprises
inferredcites →https://doi.org/10.1038/s44334-025-00061-wopenalex-snapshot
Leveraging large language models for efficient scheduling in Human–Robot collaborative flexible manufacturing systems
inferredcites →https://doi.org/10.1080/00207543.2022.2118892openalex-snapshot
The Industry 5.0 framework: viability-based integration of the resilience, sustainability, and human-centricity perspectives
inferredcites →https://doi.org/10.1080/00207543.2024.2330631openalex-snapshot
A review of digital assistants in production and logistics: applications, benefits, and challenges
inferredcites →https://doi.org/10.1080/00207543.2024.2406021openalex-snapshot
Human-centred AI in industry 5.0: a systematic review
inferredcites →https://doi.org/10.1080/00207543.2024.2442546openalex-snapshot
Task allocation of human-robot collaborative assembly line considering assembly complexity and workload balance
inferredcites →https://doi.org/10.1080/00207543.2025.2494081openalex-snapshot
A human-centric analysis of life cycle assessments: development and validation of a subject-oriented model
inferredcites →https://doi.org/10.1080/00207543.2025.2579770openalex-snapshot
Advancing human-centric zero defect manufacturing: a theoretical framework and practical insights
inferredcites →https://doi.org/10.1080/0951192x.2023.2189304openalex-snapshot
On the quantification of human-robot collaboration quality
inferredcites →https://doi.org/10.1080/0951192x.2023.2257634openalex-snapshot
A framework to design smart manufacturing systems for Industry 5.0 based on the human-automation symbiosis
inferredcites →https://doi.org/10.1080/09537287.2024.2380361openalex-snapshot
Advancing sustainable manufacturing: a systematic exploration of Industry 5.0 supply chains for sustainability, human-centricity, and resilience
inferredcites →https://doi.org/10.1080/0960085x.2025.2475962openalex-snapshot
Complementarity in human-AI collaboration: concept, sources, and evidence
inferredcites →https://doi.org/10.1080/10447318.2023.2254639openalex-snapshot
Mental Workload and Human-Robot Interaction in Collaborative Tasks: A Scoping Review
inferredcites →https://doi.org/10.1080/10971475.2025.2469198openalex-snapshot
Industrial Policy in the Competition Between an Existing Hegemon and a Rising Superpower: The Case of the US and China
inferredcites →https://doi.org/10.1080/24725838.2022.2072021openalex-snapshot
The Impacts of Human-Cobot Collaboration on Perceived Cognitive Load and Usability during an Industrial Task: An Exploratory Experiment
inferredcites →https://doi.org/10.1080/24725838.2025.2562469openalex-snapshot
Ergonomics Analysis for a Simulation Approach to Human-Robot Collaborative Task Allocation
inferredcites →https://doi.org/10.1093/jamia/ocw105openalex-snapshot
Automation bias and verification complexity: a systematic review
inferredcites →https://doi.org/10.1108/jimse-01-2025-0001openalex-snapshot
Dynamic role-adaptive collaborative robots for sustainable smart manufacturing: an AI-driven approach
inferredcites →https://doi.org/10.1108/tqm-12-2023-0411openalex-snapshot
Integrating industry 4.0 in manufacturing: overcoming challenges and optimizing processes (case studies)
inferredcites →https://doi.org/10.1109/access.2024.3486913openalex-snapshot
Assembly Task Allocation for Human–Robot Collaboration Considering Stability and Assembly Complexity
inferredcites →https://doi.org/10.1109/icra.2017.7989122openalex-snapshot
Transparent role assignment and task allocation in human robot collaboration
inferredcites →https://doi.org/10.1109/jsen.2023.3293967openalex-snapshot
A Tactile Sensing Concept for 3-D Displacement and 3-D Force Measurement Using Light Angle and Intensity Sensing
inferredcites →https://doi.org/10.1109/tla.2025.11072501openalex-snapshot
Redefining Human-Machine Collaboration: Industry 5.0 to Improve Safety and Efficiency
inferredcites →https://doi.org/10.1115/1.4048950openalex-snapshot
Human–Robot Collaboration in Smart Manufacturing: Robot Reactive Behavior Intelligence
inferredcites →https://doi.org/10.1145/3533378openalex-snapshot
Challenges in Deploying Machine Learning: A Survey of Case Studies
inferredcites →https://doi.org/10.1145/3570731openalex-snapshot
Robotic Vision for Human-Robot Interaction and Collaboration: A Survey and Systematic Review
inferredcites →https://doi.org/10.1145/3652591openalex-snapshot
Optimising Human-Machine Collaboration for Efficient High-Precision Information Extraction from Text Documents
inferredcites →https://doi.org/10.1145/3761668.3761693openalex-snapshot
LLM-Assisted Advanced Planning and Scheduling Framework for Smart Manufacturing Systems
inferredcites →https://doi.org/10.1146/annurev-publhealth-060222-014438openalex-snapshot
Adaptive Designs in Implementation Science and Practice: Their Promise and the Need for Greater Understanding and Improved Communication
inferredcites →https://doi.org/10.1155/2022/5892943openalex-snapshot
Production Task Allocation Decision Based on Cloud Robot Cell-Line
inferredcites →https://doi.org/10.1177/00045632241226916openalex-snapshot
Assay error detection when using common quality control targets across multiple instruments: An analysis using simulated and real-world data
inferredcites →https://doi.org/10.1177/0018720816644364openalex-snapshot
Human–Robot Interaction
inferredcites →https://doi.org/10.1177/1729881417716010openalex-snapshot
Human–robot collaboration in industrial applications
inferredcites →https://doi.org/10.1201/9781003559085-97openalex-snapshot
Industry 5.0: The human-centric future of manufacturing
inferredcites →https://doi.org/10.1371/journal.pmed.1000097openalex-snapshot
Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement
inferredcites →https://doi.org/10.2147/ijgm.s497753openalex-snapshot
Adapting Artificial Intelligence Concepts to Enhance Clinical Decision-Making: A Hybrid Intelligence Framework
inferredcites →https://doi.org/10.26599/ijcs.2025.9100004openalex-snapshot
Human-Machine Collaboration: Definitions, Models, and Socio-Economic Impacts
inferredcites →https://doi.org/10.32628/cseit241061162openalex-snapshot
Artificial Intelligence in Quality Control Systems: A Cross-Industry Analysis of Applications, Benefits, and Implementation Frameworks
inferredcites →https://doi.org/10.3389/fenvs.2023.1184488openalex-snapshot
The role of lean six sigma in driving sustainable manufacturing practices: an analysis of the relationship between lean six sigma principles, data-driven decision making, and environmental performance
inferredcites →https://doi.org/10.3389/frai.2024.1247712openalex-snapshot
Managing human-AI collaborations within Industry 5.0 scenarios via knowledge graphs: key challenges and lessons learned
inferredcites →https://doi.org/10.3389/frobt.2021.652776openalex-snapshot
Adaptive Cognitive Mechanisms to Maintain Calibrated Trust and Reliance in Automation
inferredcites →https://doi.org/10.3389/frobt.2022.754955openalex-snapshot
Transparent Interaction Based Learning for Human-Robot Collaboration
inferredcites →https://doi.org/10.3389/frobt.2022.799522openalex-snapshot
Human Factors Considerations and Metrics in Shared Space Human-Robot Collaboration: A Systematic Review
inferredcites →https://doi.org/10.3389/frobt.2022.813907openalex-snapshot
Ergonomic human-robot collaboration in industry: A review
inferredcites →https://doi.org/10.3389/frobt.2024.1248646openalex-snapshot
Socially adaptive cognitive architecture for human-robot collaboration in industrial settings
inferredcites →https://doi.org/10.3390/admsci16010031openalex-snapshot
A Hybrid Agile-Quality Management Framework for Enhancing Productivity in a Public Academic Research Laboratory: A Case Study
inferredcites →https://doi.org/10.3390/app10249073openalex-snapshot
Creating Collaborative Augmented Reality Experiences for Industry 4.0 Training and Assistance Applications: Performance Evaluation in the Shipyard of the Future
inferredcites →https://doi.org/10.3390/app122412645openalex-snapshot
Implementation and Evaluation of Dynamic Task Allocation for Human–Robot Collaboration in Assembly
inferredcites →https://doi.org/10.3390/app15041905openalex-snapshot
Efficient Task Allocation in Multi-Agent Systems Using Reinforcement Learning and Genetic Algorithm
inferredcites →https://doi.org/10.3390/app15126640openalex-snapshot
Developing an Institutional AI Digital Assistant in an Age of Industry 5.0
inferredcites →https://doi.org/10.3390/bdcc4040035openalex-snapshot
Engineering Human–Machine Teams for Trusted Collaboration
inferredcites →https://doi.org/10.3390/engproc2025112002openalex-snapshot
Towards an Industry 5.0 Enhanced by AI: A Theoretical Framework
inferredcites →https://doi.org/10.3390/ma15124359openalex-snapshot
Machine Learning Approaches for Monitoring of Tool Wear during Grey Cast-Iron Turning
inferredcites →https://doi.org/10.3390/machines12100706openalex-snapshot
Supporting Human–Robot Interaction in Manufacturing with Augmented Reality and Effective Human–Computer Interaction: A Review and Framework
inferredcites →https://doi.org/10.3390/machines13070595openalex-snapshot
Human Factors and Ergonomics in Sustainable Manufacturing Systems: A Pathway to Enhanced Performance and Wellbeing
inferredcites →https://doi.org/10.3390/s23125663openalex-snapshot
Human–Robot Collaborations in Smart Manufacturing Environments: Review and Outlook
inferredcites →https://doi.org/10.3390/s24051687openalex-snapshot
Enhancing Robot Task Planning and Execution through Multi-Layer Large Language Models
inferredcites →https://doi.org/10.3390/s24082652openalex-snapshot
Machine Tool Wear Prediction Technology Based on Multi-Sensor Information Fusion
inferredcites →https://doi.org/10.3390/su15119105openalex-snapshot
Investigating the Causal Relationships among Enablers of the Construction 5.0 Paradigm: Integration of Operator 5.0 and Society 5.0 with Human-Centricity, Sustainability, and Resilience
inferredcites →https://doi.org/10.3390/su15129627openalex-snapshot
A Quality Control Improvement Model That Takes into Account the Sustainability Concept and KPIs
inferredcites →https://doi.org/10.3390/su151914429openalex-snapshot
Revolutionizing Chinese Manufacturing: Uncovering the Nexus of Intelligent Transformation and Capital Market Information Efficiency
inferredcites →https://doi.org/10.3390/su16145854openalex-snapshot
Multi-Objective Optimization for Pareto Frontier Sensitivity Analysis in Power Systems
inferredcites →https://doi.org/10.3390/su17010129openalex-snapshot
Towards Human-Centric Manufacturing: Exploring the Role of Human Digital Twins in Industry 5.0
inferredcites →https://doi.org/10.3390/su18010541openalex-snapshot
Unlocking the Potential of Digital Twin Technology for Energy-Efficient and Sustainable Buildings: Challenges, Opportunities, and Pathways to Adoption
inferredcites →https://doi.org/10.3390/systems11010035openalex-snapshot
Human-in-Loop: A Review of Smart Manufacturing Deployments
inferredcites →https://doi.org/10.3390/systems13030180openalex-snapshot
Integrating Digital Twin Technology to Achieve Higher Operational Efficiency and Sustainability in Manufacturing Systems
inferredcites →https://doi.org/10.5430/ijba.v14n2p51openalex-snapshot
Quality 5.0: A Paradigm Shift Towards Proactive Quality Control in Industry 5.0
inferredcites →https://doi.org/10.55905/ijsmtv10n6-025openalex-snapshot
Cross-functional integration initiatives in product development processes in the context of Industry 4.0: the literature state of the art
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.