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- W2941496321 abstract "This paper proposes a methodology of model predictive control for alleviating shallow drowsiness of office workers and thus improving their productivity. The methodology is based on dynamically scheduling setting values for air conditioning and lighting to minimize the drowsiness level of office workers on the basis of a prediction model that represents the relation between the future drowsiness level and a combination of indoor temperature and ambient illuminance. The prediction model can be identified by utilizing a state-of-the-art drowsiness estimation method. The proposed methodology was evaluated in a real routine task (performed by six subjects over five workdays), and the evaluation results demonstrate that the proposed methodology improved the workers' processing speed by 8.3% without degrading their comfort." @default.
- W2941496321 created "2019-05-03" @default.
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- W2941496321 date "2019-07-01" @default.
- W2941496321 modified "2023-09-23" @default.
- W2941496321 title "Model Predictive Control of Shallow Drowsiness: Improving Productivity of Office Workers" @default.
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- W2941496321 doi "https://doi.org/10.1109/embc.2019.8856562" @default.
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