International Journal of Production Research · 2019 · 77 citations · 49 references
EngineeringIndustrial EngineeringSystems EngineeringArtificial IntelligenceErgonomicsProduction SystemsFactory AutomationHuman Factors In ManufacturingHuman-machine InterfacesIndustrial AutomationManufacturing AutomationManufacturing System IntegrationArtificial Intelligence LiteratureIndustrial Automation SystemsMachine-operator InteractionOperator ErgonomicsOperator InvolvementOperator PerformanceOperator SafetyOperator Situation Awareness
We draw on cognitive and behavioural theories and on the artificial intelligence literature in order to propose a framework of future operator – workstation interaction in the ‘Industry 4.0’ era. We name the proposed framework ‘Operator – Workstation Interaction 4.0’. The latter’s capabilities permit an adaptive, ongoing interaction that aims to improve operator safety, performance, well-being, and satisfaction as well as the factory’s production measures. The framework is composed of three subsystems: (1) the observation subsystem which observes the operator and the processes occurring in the workstation, (2) the analysis subsystem which generates understanding and implications of the observations output, (3) the reaction subsystem which determines if and how to respond. The paper describes these elements and illustrate them using an example of a fatigued worker. The contributions, implications, and limitations of the proposed framework are discussed, and future research directions are presented.
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Coding facial expressions with Gabor wavelets
Michael J. Lyons, Shigeru Akamatsu, Miyuki Kamachi et al. · 2002 · 2.2K citations · Full text