Publicação
Capturing mental workload through physiological sensors in human-robot collaboration: a systematic literature review
| Resumo: | Human–robot collaboration (HRC) is increasingly prevalent across various industries, promising to boost productivity, efficiency, and safety. As robotics technology advances and takes on more complex tasks traditionally performed by humans, the nature of work and the demands on workers are evolving. This shift emphasizes the need to critically integrate human factors into these interactions, as the effectiveness and safety of these systems are highly dependent on how workers cooperate with and understand robots. A significant challenge in this domain is the lack of a consensus on the most efficient way to operationalize and assess mental workload, which is crucial for optimizing HRC. In this systematic literature review, we analyze the different psychophysiological measures that can reliably capture and differentiate varying degrees of mental workload in different HRC settings. The findings highlight the crucial need for standardized methodologies in workload assessment to enhance HRC models. Ultimately, this work aims to guide both theorists and practitioners in creating more sophisticated, safe, and efficient HRC frameworks by providing a comprehensive overview of the existing literature and pointing out areas for further study. |
|---|---|
| Autores principais: | Pereira, Eduarda Manuel Barros |
| Outros Autores: | Guachamin, Luis Francisco Sigcha; Silva, Emanuel Teixeira; Sampaio, Adriana; Costa, Nuno Miguel Cerqueira; Costa, Nélson Bruno Martins Marques da |
| Assunto: | Human factors Bio-signals Human–robot interaction Industry 5.0 |
| Ano: | 2025 |
| País: | Portugal |
| Tipo de documento: | artigo |
| Tipo de acesso: | acesso aberto |
| Instituição associada: | Universidade do Minho |
| Idioma: | inglês |
| Origem: | RepositóriUM - Universidade do Minho |
Registos relacionados
article Ergowear: an ambulatory, non-intrusive, and interoperable system towards a human-aware human-robot collaborative framework
por: Resende, Andre
Publicado em: (2021)
por: Resende, Andre
Publicado em: (2021)
school Framework for ergonomic assessment in collaborative robotic systems
por: Cardoso, André
Publicado em: (2025)
por: Cardoso, André
Publicado em: (2025)
school Using a robotic arm to assist during scenarios of remote collaboration supported by mixedreality
por: Clemente, João Luís Fernandes
Publicado em: (2024)
por: Clemente, João Luís Fernandes
Publicado em: (2024)
school Complementaridade de conceitos: as sinergias entre a Sociedade 5.0, a Indústria 5.0 e a Qualidade 5.0
por: Moblicci, Flaviane Rodrigues Silva
Publicado em: (2024)
por: Moblicci, Flaviane Rodrigues Silva
Publicado em: (2024)
school Human-like motion generation through waypoints for collaborative robots in Industry 5.0
por: Pereira, João André Correia Queiroga
Publicado em: (2021)
por: Pereira, João André Correia Queiroga
Publicado em: (2021)
article Internacionalização e sociedade 5.0
por: Proença, Catarina Romão
Publicado em: (2020)
por: Proença, Catarina Romão
Publicado em: (2020)
school The use of Augmented Reality in the Lean workplaces at smart factories
por: Pereira, Ana Cláudia Ribeiro
Publicado em: (2022)
por: Pereira, Ana Cláudia Ribeiro
Publicado em: (2022)
article Lean thinking: an essential mindset
por: Alves, Anabela Carvalho
Publicado em: (2022)
por: Alves, Anabela Carvalho
Publicado em: (2022)
article HumanEnerg hotspot: conceptual design of an agile toolkit for human energy reinforcement in industry 5.0
por: Onyemelukwe, Ifeoma Chukwunonso
Publicado em: (2024)
por: Onyemelukwe, Ifeoma Chukwunonso
Publicado em: (2024)
article The emergence of Industry 5.0: a bibliometric analysis
por: Martins, Yasmin Silva
Publicado em: (2022)
por: Martins, Yasmin Silva
Publicado em: (2022)
school O contributo da inovação social para a Indústria 5.0
por: Alves, Nuno Renato de Castro Nunes
Publicado em: (2023)
por: Alves, Nuno Renato de Castro Nunes
Publicado em: (2023)
book The power of education to change society: methodologies, academic success and well-being at higher education
por: Pinheiro, Margarida M.
Publicado em: (2023)
por: Pinheiro, Margarida M.
Publicado em: (2023)
article Evaluating Shingo model alignment at Toyota Portugal: analyzing operational excellence in Industry 4.0
por: Silva, Marco
Publicado em: (2025)
por: Silva, Marco
Publicado em: (2025)
article Supply chain quality management and industry 5.0 - a literature review and analysis
por: Lazzaris, Joana
Publicado em: (2022)
por: Lazzaris, Joana
Publicado em: (2022)
article Human Energy Management System (HEMS) for workforce sustainability in Industry 5.0
por: Onyemelukwe, Ifeoma Chukwunonso
Publicado em: (2025)
por: Onyemelukwe, Ifeoma Chukwunonso
Publicado em: (2025)
rate_review Digital ecosystems 5.0 for elderly people
por: Gil, Henrique Manuel Pires Teixeira
Publicado em: (2025)
por: Gil, Henrique Manuel Pires Teixeira
Publicado em: (2025)
school Gestão das zonas de kitting e melhoria com recurso a simulação
por: Nascimento, Bruno Filipe Pais do
Publicado em: (2025)
por: Nascimento, Bruno Filipe Pais do
Publicado em: (2025)
article Augmented reality in a lean workplace at smart factories: a case study
por: Pereira, Ana Cláudia Ribeiro
Publicado em: (2023)
por: Pereira, Ana Cláudia Ribeiro
Publicado em: (2023)
school Melhoria do desempenho de uma linha automatizada utilizando princípios Lean Thinking e digitalização numa empresa do setor alimentar
por: Carvalho, Filipa Isabel Dias
Publicado em: (2024)
por: Carvalho, Filipa Isabel Dias
Publicado em: (2024)
school Collaborative robotics for improving workplace ergonomics: a case study in the automotive industry
por: Borges, Guilherme Deola
Publicado em: (2022)
por: Borges, Guilherme Deola
Publicado em: (2022)
article Towards collaborative robots as intelligent co-workers in human-robot joint tasks: what to do and who does it?
por: Cunha, Ana
Publicado em: (2020)
por: Cunha, Ana
Publicado em: (2020)
book Opportunities and challenges in education 5.0: coping with the digital environment at higher education
por: Pinheiro, Margarida M.
Publicado em: (2023)
por: Pinheiro, Margarida M.
Publicado em: (2023)
article Lean and Industry 4.0: a review of the relationship, its limitations, and the path ahead with Industry 5.0
por: Moraes, André
Publicado em: (2023)
por: Moraes, André
Publicado em: (2023)
article An algorithm for the assignment and scheduling of tasks in human-robot collaboration
por: Pereira, Joana
Publicado em: (2024)
por: Pereira, Joana
Publicado em: (2024)
school Social security system reform : the case of Malawi
por: Shawa, Dziwana Matilda
Publicado em: (2013)
por: Shawa, Dziwana Matilda
Publicado em: (2013)
article Blockchain Protocols and Edge Computing Targeting Industry 5.0 Needs
por: Oliveira, Miguel
Publicado em: (2023)
por: Oliveira, Miguel
Publicado em: (2023)
article AI, optimization, and human values: mapping the intellectual landscape of industry 4.0 to 5.0
por: Rosário, Albérico Travassos
Publicado em: (2025)
por: Rosário, Albérico Travassos
Publicado em: (2025)
book A dynamic neural field approach to natural and efficient human-robot collaboration
por: Erlhagen, Wolfram
Publicado em: (2014)
por: Erlhagen, Wolfram
Publicado em: (2014)
article Decision-making framework for implementing safer human-robot collaboration workstations: system dynamics modeling
por: Borges, Guilherme Deola
Publicado em: (2021)
por: Borges, Guilherme Deola
Publicado em: (2021)
school Cybersecurity in Industry 5.0
por: Santos, Bruno Miguel Bértolo dos
Publicado em: (2025)
por: Santos, Bruno Miguel Bértolo dos
Publicado em: (2025)
school O impacto da maturidade digital na performance financeira da esfera público-privada em Portugal
por: Praça, Miguel Afonso Lopes
Publicado em: (2023)
por: Praça, Miguel Afonso Lopes
Publicado em: (2023)
article The concept of collaborative engineering: a systematic literature review
por: Varela, M.L.R.
Publicado em: (2022)
por: Varela, M.L.R.
Publicado em: (2022)
article Augmented Reality and Mixed Reality in the Factory of the Future: A Bibliometric Analysis
por: Monteiro, Redney
Publicado em: (2025)
por: Monteiro, Redney
Publicado em: (2025)
book A dynamic field approach to goal inference, error detection and anticipatory action selection in human-robot collaboration
por: Bicho, E.
Publicado em: (2011)
por: Bicho, E.
Publicado em: (2011)
article A computational assessment of ergonomics in an industrial human-robot collaboration workplace using system dynamics
por: Borges, Guilherme Deola
Publicado em: (2021)
por: Borges, Guilherme Deola
Publicado em: (2021)
article The role of printed electronics and related technologies in the development of smart connected products
por: Buga, C. S.
Publicado em: (2022)
por: Buga, C. S.
Publicado em: (2022)
book Industry 5.0 and sustainable fashion: future prospects for designers in the era of smart factory and artificial intelligence
por: Silva, Fernando Moreira da
Publicado em: (2025)
por: Silva, Fernando Moreira da
Publicado em: (2025)
school Utilização de realidade aumentada pervasiva para rotinas de inspeção em chão de fábrica
por: Freixo, Álvaro Marcelo Santos Lima de
Publicado em: (2024)
por: Freixo, Álvaro Marcelo Santos Lima de
Publicado em: (2024)
article An admittance-based control strategy for human-robot collaboration task quality management
por: Martins, Vítor Hugo Brandão
Publicado em: (2024)
por: Martins, Vítor Hugo Brandão
Publicado em: (2024)
article Illuminating industry evolution: reframing artificial intelligence through transparent machine reasoning
por: Rosário, Albérico Travassos
Publicado em: (2025)
por: Rosário, Albérico Travassos
Publicado em: (2025)
Registos relacionados
-
article Ergowear: an ambulatory, non-intrusive, and interoperable system towards a human-aware human-robot collaborative framework
por: Resende, Andre
Publicado em: (2021) -
school Framework for ergonomic assessment in collaborative robotic systems
por: Cardoso, André
Publicado em: (2025) -
school Using a robotic arm to assist during scenarios of remote collaboration supported by mixedreality
por: Clemente, João Luís Fernandes
Publicado em: (2024) -
school Complementaridade de conceitos: as sinergias entre a Sociedade 5.0, a Indústria 5.0 e a Qualidade 5.0
por: Moblicci, Flaviane Rodrigues Silva
Publicado em: (2024) -
school Human-like motion generation through waypoints for collaborative robots in Industry 5.0
por: Pereira, João André Correia Queiroga
Publicado em: (2021)