scholarly journals The Case for Addressing Operator Fatigue

2015 ◽  
Vol 10 (1) ◽  
pp. 29-78 ◽  
Author(s):  
Jeanne F. Duffy ◽  
Kirsi-Marja Zitting ◽  
Charles A. Czeisler
Keyword(s):  
Author(s):  
John W. Wong ◽  
Robert H. Sturges

Abstract Traditional Design for Assembly methods are limited to part sizes between a few millimeters to a few tens of centimeters in overall size and to part weights under a few kilograms. Parts in the range of a meter in overall size and weighing a few tens of kilograms are examined in this paper. An experimental plan separates weight, mass and inertia and correlates these properties with assembly difficulty and time. When windage, part flexibility and operator fatigue are absent, a set of three parameters serve to model these effects on human assembly performance. Adaptation of this result is made to extend a Design for Assembly methodology.


PeerJ ◽  
2018 ◽  
Vol 6 ◽  
pp. e5439 ◽  
Author(s):  
Carolyn A. Duncan ◽  
Scott N. MacKinnon ◽  
Jacques F. Marais ◽  
Fabien A. Basset

BackgroundPrevious research suggests motion induced fatigue contributes to significant performance degradation and is likely related to a higher incidence of accidents and injuries. However, the exact effect of continuous multidirectional platform perturbations on energy cost (EC) with experienced personnel on boats and other seafaring vessels remains unknown.ObjectiveThe objective of this experiment was to measure the metabolic ECs associated with maintaining postural stability in a motion-rich environment.MethodsTwenty volunteer participants, who were free of any musculoskeletal or balance disorders, performed three tasks while immersed in a moving environment that varied motion profiles similar to those experienced by workers on a mid-size commercial fishing vessel (static platform (baseline), low and high motions (HMs)). Cardiorespiratory parameters were collected using an indirect calorimetric system that continuously measured breath-by-breath samples. Heart rate was recoded using a wireless heart monitor.ResultsResults indicate a systematic increase in metabolic costs associated with increased platform motions. The increases were most pronounced during the standing and lifting activities and were 50% greater during the HM condition when compared to no motion. Increased heart rates were also observed.DiscussionPlatform motions have a significant impact on metabolic costs that are both task and magnitude of motion dependent. Practitioners must take into consideration the influence of motion-rich environments upon the systematic accumulation of operator fatigue.


2011 ◽  
Author(s):  
Christian Heinze ◽  
Udo Trutschel ◽  
Dave Edwards ◽  
Bill Sirois ◽  
Martin Golz

2020 ◽  
Vol 11 (1) ◽  
pp. 48-70 ◽  
Author(s):  
Sivaiah Bellamkonda ◽  
Gopalan N.P

Facial expression analysis and recognition has gained popularity in the last few years for its challenging nature and broad area of applications like HCI, pain detection, operator fatigue detection, surveillance, etc. The key of real-time FER system is exploiting its variety of features extracted from the source image. In this article, three different features viz. local binary pattern, Gabor, and local directionality pattern were exploited to perform feature fusion and two classification algorithms viz. support vector machines and artificial neural networks were used to validate the proposed model on benchmark datasets. The classification accuracy has been improved in the proposed feature fusion of Gabor and LDP features with SVM classifier, recorded an average accuracy of 93.83% on JAFFE, 95.83% on CK and 96.50% on MMI. The recognition rates were compared with the existing studies in the literature and found that the proposed feature fusion model has improved the performance.


2013 ◽  
Vol 706-708 ◽  
pp. 1570-1573 ◽  
Author(s):  
Dao Bin Sun

In order to systematically study the CNC machine tools panel appearance of various factors on the operating efficiency, on the basis of theoretical research in cognitive psychology, ergonomics and other design principles put forward the manmachine interface for CNC machine tools equipment operating efficiency and apply it to the improved design of the CNC machine tools panel formed for the panel color key position, key symbols single factor and combination of factors and improved design to reduce the error of CNC machine tools in operation, reduce operator fatigue and psychological discomfort, allowing more perfect, more practical CNC machine tools.


2008 ◽  
Vol 3 (1) ◽  
Author(s):  
Carlos Castillo ◽  
Joe Bisera ◽  
Giuseppe Ristagno ◽  
Wanchun Tang ◽  
Max Harry Weil

A miniaturized chest compressor (MCC®) for cardiopulmonary resuscitation (CPR) was designed to serve as a compact portable device to overcome limitations of manual chest compression and of currently marketed mechanical devices. We sought to especially address constraints of size and weight of current devices, together with the need for ease of application and consistent compressions with appropriate force and depth. We further intended that the device allows for ease of evacuation and transport through small spaces. These objectives are responsive to the increasingly recognized requirements for uninterrupted chest compression including that which results from operator fatigue during manual compressions. Utilizing a garment applied to the torso, the device incorporated a telescopic piston for chest compression. The compressor was pneumatically powered so as to avoid the added weight and potential electrical adversity of power delivered by batteries. Pneumatic power was supplied by the same compressed air or oxygen tank, which is routinely carried by professional emergency medical rescuers. The MCC® was tested on a porcine model during cardiac arrest and resuscitation with comparisons to the current industry standard, the Michigan Thumper®. Arterial, carotid, and coronary perfusion pressures, together with end-tidal carbon dioxide as a surrogate for cardiac output, were measured. The MCC® threshold levels of pressure, flow, and end-tidal PCO2 are achieved, which were predictive of successful defibrillation with restoration of spontaneous circulation. We conclude that the MCC® is as effective as that of the established industry standard, the Michigan Thumper®, with the potential advantage of portability and facile application, especially for out-of-hospital resuscitation.


Author(s):  
Justin Fidock ◽  
Eugene Aidman ◽  
Vic Demczuk ◽  
Carolyn Chadunow ◽  
Kayla Johnson ◽  
...  

Author(s):  
Jonny Kuo ◽  
Michael G. Lenné ◽  
Rama Myers ◽  
Anna Collard-Scruby ◽  
Courtney Jaeger ◽  
...  

This study examined the utility of continuous operator state monitoring in predicting air traffic control officer (ATCO) workload and fatigue. Participants (N=8) were observed in live operational air traffic control environments for 60-minute periods. ATCO state was assessed using a real-time, computer vision-based system which tracked operator gaze and pupil diameter. Workload and fatigue were also assessed via the adapted Bedford Workload Scale and Samn-Perelli Fatigue Scale, respectively. Standard deviation of gaze was a significant predictor of both max and mean workload, showing a strong negative relationship with both subjective measures. Pupil diameter showed a significant positive relationship with operator fatigue. Our findings demonstrate the utility of continuous ocular metrics of workload and fatigue in operational environments.


Author(s):  
Ryan W. Wohleber ◽  
Gloria L. Calhoun ◽  
Gregory J. Funke ◽  
Heath Ruff ◽  
C.-Y. Peter Chiu ◽  
...  

Reliability of automation is known to influence operator reliance on automation. What is less understood is how the influence of reliability and the effects of operator fatigue might interact. The present study investigated the impact of automation reliability on accuracy and reliance and how this impact changes with level of fatigue during simulated multiple unmanned aerial vehicle (UAV) operation. Participants ( N = 131) completed a two-hour simulated multi-UAV mission assisted by an automated decision making aid of either high or low reliability. A decrease in subjective task engagement and performance over time marked the induction of passive fatigue by the mission. Participants were more trusting in the high reliability condition than in the low reliability condition. Finally, reliance decreased with time at any reliability, but a significant interaction between reliability and time on task indicated that the decrease was of smaller magnitude when the automation was reliable.


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