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IoT System based Forecasting and Modeling Exceedance Probability and Return Period of Air Quality using Extreme Value DistributionPublished in Institute of Electrical and Electronics Engineers Inc.
2019
This work aims to collect and analyze air quality information in and around regions of Delhi using an IoT system which is placed in a moving vehicle. Hourly air quality data has been used to forecast exceedance probabilities and return periods for air pollution extremes. The exceedance probabilities and return periods obtained using Extreme Value Distribution (EVD) have been compared to actual occurrences of extreme events.The results indicate that the EVD based air quality model is best suited for forecasting air quality in this high pollutant concentration region. © 2019 IEEE.
Topics: Air quality index (63)%63% related to the paper, Generalized extreme value distribution (54)%54% related to the paper and Return period (52)%52% related to the paper
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Published in Institute of Electrical and Electronics Engineers Inc.
Open Access
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