ENHANCing Human Performance in Complex Socio-Technical SystEms

Livrables

A final list of key indicators arrived at using methods such as Bayesian network analysis and evidential reasoning.

A risk matrix will be created for the work tasks which give the highest improvement in system performance.

The novel Human Reliability Analysis (HRA) developed will be assessed and validated in WP3. The procedure will be documented and shared with academic community in form of scientific publications in peer reviewed journals.

Coinciding operations between process and maritime industries

Cross disciplinary nature of the project requires that initially the commonalities between the two domains namely process and maritime is identified by information exchange between the participating researchers and review of published literature

List of indicators (system level, operational level, and safety)

Further synthesis of ideas a detailed list of system and performance indicators will be derived

Maritime and process operations task analysis

The key processes identified in both domains then need to be further investigated through detailed interview and task decomposition by task analysis technique

Current training practices report for submission to a scientific journal

The identified training practices will be documented and reported to the academic community through scientific articles.

Overview of PIs to be used in the proposed training scenarios

Overview of performance indicators which will be used for evaluating human performance in each of the training scenarios will be defined.

ENHANCE project website

Official project website launched initially containing information about the project and consortium The website will contain a public area and area for consortium members

Publications

An automated machine learning approach for early identification of at-risk maritime students

Auteurs: Hasan Mahbub Tusher, Ziaul Haque Munim, Sajid Hussain, Salman Nazir
Publié dans: AHFE International, Training, Education, and Learning Sciences, 2023
Éditeur: AHFE International
DOI: 10.54941/ahfe1003150

Situation Awareness in Crisis Management – A Case Study from the Arctic Region

Auteurs: James Badu, Rune Elvegard, Salman Nazir, Natalia Andreassen
Publié dans: AHFE International, Training, Education, and Learning Sciences, 2024
Éditeur: AHFE International
DOI: 10.54941/ahfe1005395

Efficient Extreme Learning Machine (ELM) Based Algorithm for Electrocardiogram (ECG) Heartbeat Classification

Auteurs: Khalil, K. et al
Publié dans: Advances in Neuroergonomics and Cognitive Engineering. AHFE 2020. Advances in Intelligent Systems and Computing, vol 1201., 2021, ISSN 0967-0912
Éditeur: Institute of Materials
DOI: 10.1007/978-3-030-51041-1_41

An Empirical Study on Organizational Socialization and Its Relationship with Employees’ Age and the Knowledge Management.

Auteurs: Khalil, K. et al.
Publié dans: Advances in Neuroergonomics and Cognitive Engineering. AHFE 2020. Advances in Intelligent Systems and Computing, vol 1201, 2021, ISSN 0967-0912
Éditeur: Institute of Materials
DOI: 10.1007/978-3-030-51041-1_47

Letting losses be lessons: Human-machine cooperation in maritime transport

Auteurs: Shiqi Fan, Kun Shi, Jinxian Weng, Zaili Yang
Publié dans: Reliability Engineering & System Safety, Numéro 253, 2024, Page(s) 110547, ISSN 0951-8320
Éditeur: Elsevier BV
DOI: 10.1016/j.ress.2024.110547

Investigation of EEG Correlate in NIRS Signal for BCI

Auteurs: Johar, A.H. et al
Publié dans: Advances in Neuroergonomics and Cognitive Engineering. AHFE 2020. Advances in Intelligent Systems and Computing, vol 1201, 2021, ISSN 0967-0912
Éditeur: Institute of Materials
DOI: 10.1007/978-3-030-51041-1_42

Novel fNIRS study on homogeneous symmetric feature-based transfer learning for brain–computer interface

Auteurs: Khalil, K., Asgher, U., Ayaz, Y
Publié dans: Sci Rep 12, 3198, 2022, ISSN 0967-0912
Éditeur: Institute of Materials
DOI: 10.1038/s41598-022-06805-4

Offshore coxswain competency evaluation model for internal on-board competency monitoring and assessment,

Auteurs: Wen Khai Lim, Risza Rusli, Salman Nazir,
Publié dans: Process Safety Progress (2022; Vol.42, Numéro S1), 2021, ISSN 1066-8527
Éditeur: John Wiley & Sons Inc.
DOI: 10.1002/prs.12355

Analysis of safety climate effect on individual safety consciousness creation and safety behaviour improvement in shipping operations

Auteurs: Shenping Hu, Zaili Yang, Shanshan Fu, Jinxian Weng
Publié dans: Maritime Policy & Management, 2022, ISSN 0308-8839
Éditeur: Taylor & Francis
DOI: 10.1080/03088839.2022.2059718

A Chain-Driven Live Roller Mechanism for Loading and Unloading Packages on Autonomous Mobile Robots in Warehouses.

Auteurs: Ammar, M., Ahmed, M., Younas, M., Qayyum, K., Khawaja, F., Asgher, U., Ali, S., Ayaz, Y
Publié dans: Industrial Cognitive Ergonomics and Engineering Psychology, 2022, ISSN 2771-0718
Éditeur: AHFE International
DOI: 10.54941/ahfe1001600

Novel Approach for Sensing the Humanoid Hand Finger Position Using Non-contact TMR Sensor.

Auteurs: Iqbal, S., Khan, S., Sajid, M., Ali, S., Khawaja, F., Asgher, U., Ayaz, Y.
Publié dans: Industrial Cognitive Ergonomics and Engineering Psychology, 2022, ISSN 2771-0718
Éditeur: AHFE International
DOI: 10.54941/ahfe1001599

Feature Based Comparative Analysis of Online Malware Scanners (OMS).

Auteurs: Johar, A.H., Gerard, A., Athar, N., Asgher, U
Publié dans: Advances in Neuroergonomics and Cognitive Engineering. AHFE 2020. Advances in Intelligent Systems and Computing, vol 1201, 2021, ISSN 0967-0912
Éditeur: Institute of Materials
DOI: 10.1007/978-3-030-51041-1_51

Enhanced Accuracy for Multiclass Mental Workload Detection Using Long Short-Term Memory for Brain–Computer Interface

Auteurs: Asgher U, Khalil K, Khan MJ, Ahmad R, Butt SI, Ayaz Y, Naseer N and Nazir S
Publié dans: Frontiers in Neuroscience, 2020, ISSN 0967-0912
Éditeur: Institute of Materials
DOI: 10.3389/fnins.2020.00584

The Role of the Prefrontal Cortex & Functional Connectivity during Watchkeeping and Collision Avoidance during Maritime Operations: An fNIRS study

Auteurs: Shiqi Fan, Eduardo Blanco‐Davis, Jinfen Zhang, Alan Bury, Jonathan Warren, Zaili Yang, Xinping Yan, Jin Wang, Stephen Fairclough
Publié dans: Brain and Behaviour, 2020, ISSN 2162-3279
Éditeur: Wiley-Blackwell
DOI: 10.1002/brb3.1910

Exploring the effects of automation malfunction on team communication and coordination in ships' engine rooms

Auteurs: Hasan Mahbub Tusher, Salman Nazir, Steven Mallam, Zaili Yang, Umer Asgher, Risza Rusli
Publié dans: Process Safety Progress, Numéro 43, 2024, ISSN 1066-8527
Éditeur: John Wiley & Sons Inc.
DOI: 10.1002/prs.12571

Use of evidential reasoning for eliciting bayesian subjective probabilities in human reliability analysis: A maritime case

Auteurs: Zaili Yang, Khalifa Mohamed Abujaafar, Zhuohua Qu, Jin Wang, Salman Nazir, Chengpeng Wan
Publié dans: Ocean Engineering, Numéro 186, 2019, Page(s) 106095, ISSN 0029-8018
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.oceaneng.2019.05.077

Towards objective human performance measurement for maritime safety: A new psychophysiological data-driven machine learning method

Auteurs: Shiqi Fan, Zaili Yang
Publié dans: Reliability Engineering & System Safety, Numéro 233, 2024, Page(s) 109103, ISSN 0951-8320
Éditeur: Elsevier BV
DOI: 10.1016/j.ress.2023.109103

Seeking the Best Practices of Assessment in Maritime Simulator Training

Auteurs: Hasan Mahbub Tusher, Salman Nazir, Samrat Ghosh, Risza Rusli
Publié dans: TransNav, the International Journal on Marine Navigation and Safety of Sea Transportation, Numéro 17, 2023, Page(s) 105-114, ISSN 2083-6473
Éditeur: International Journal on Marine Navigation and Safetyof Sea Transportation
DOI: 10.12716/1001.17.01.10

Seafarer competency analysis: Data-driven model in restricted waters using Bayesian networks

Auteurs: Kun Shi, Shiqi Fan, Jinxian Weng, Zaili Yang
Publié dans: Ocean Engineering, Numéro 311, 2024, Page(s) 119001, ISSN 0029-8018
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.oceaneng.2024.119001

Analysing seafarer competencies in a dynamic human-machine system

Auteurs: Shiqi Fan, Zaili Yang
Publié dans: Ocean & Coastal Management, Numéro 240, 2024, Page(s) 106662, ISSN 0964-5691
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.ocecoaman.2023.106662

Accident data-driven human fatigue analysis in maritime transport using machine learning

Auteurs: Shiqi Fan, Zaili Yang
Publié dans: Reliability Engineering & System Safety, Numéro 241, 2024, Page(s) 109675, ISSN 0951-8320
Éditeur: Elsevier BV
DOI: 10.1016/j.ress.2023.109675

Towards advanced decision-making support for shipping safety: A functional connectivity analysis

Auteurs: Shiqi Fan, Stephen Fairclough, Abdul Khalique, Alan Bury, Zaili Yang
Publié dans: Transportation Research Part E: Logistics and Transportation Review, Numéro 193, 2024, Page(s) 103861, ISSN 1366-5545
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.tre.2024.103861

Learning from accidents: Nontechnical skills deficiency in the European process industry,

Auteurs: Hasan Mahbub Tusher, Salman Nazir, Steven Mallam, Risza Rusli, Anne Kari Botnmark,
Publié dans: Process Safety Progress (2022; Vol.42, Numéro S1), 2021, ISSN 1066-8527
Éditeur: John Wiley & Sons Inc.
DOI: 10.1002/prs.12344

Organizational Socialization: An Important Factor for Knowledge Creation in Knowledge Based Industrial Organizations and Enterprises

Auteurs: Khalil, K. et al.
Publié dans: Advances in Neuroergonomics and Cognitive Engineering. AHFE 2020. Advances in Intelligent Systems and Computing, vol 1201, 2021, ISSN 0967-0912
Éditeur: Institute of Materials
DOI: 10.1007/978-3-030-51041-1_59

A multi-source physiological data-driven method for evaluating the mental workload of operators in remote control environment

Auteurs: Zhihong Li, Di Zhang, Wenchen Lyu, Salman Nazir, Zhe Mao, Chengpeng Wan
Publié dans: Safety Science, Numéro 187, 2025, Page(s) 106864, ISSN 0925-7535
Éditeur: Elsevier BV
DOI: 10.1016/j.ssci.2025.106864

Grid‐based assessment of hydrogen leakages for an offshore process to improve the design and human performance

Auteurs: Asher Ahmed Malik, Risza Rusli, Salman Nazir, Rizal Harris Wong, Ushtar Arshad
Publié dans: Process Safety Progress, Numéro 43, 2024, ISSN 1066-8527
Éditeur: John Wiley & Sons Inc.
DOI: 10.1002/prs.12567

Situational Awareness and Decision-Making in Maritime Operations: A Cognitive Perspective

Auteurs: Markus Hansen, Salman Nazir
Publié dans: Lecture Notes in Computer Science, Engineering Psychology and Cognitive Ergonomics, 2024, Page(s) 165-189
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-60728-8_14

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