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The CTY-Air Quality System can automatically analyze the daily forecast results, make early warnings of excessive air pollution, and facilitate decision-making to avoid high pollution situations.
The examples below illustrate how the CTY-Air Quality System can be utilized to handle extremely unfavorable weather conditions.

Sketch map of emergent solution decision-making
Fig. 4: Sketch map of emergent solution decision-making

Current Emergent Mechanism (Red Line)
When an extremely unfavorable weather condition makes AQI exceeds the limit value of 400, the system will give an alarm. The decision-making unit can take action by applying emission reduction instructions. As it takes time for the decision-making and emission reduction to have effect, AQI cannot be controlled in a timely and effective manner. As shown in Fig. 5, AQI exceeds the given standard seriously in three days.

Forecasting result comparison between the current systems and CTY-Air Quality System under extremely unfavorable weather conditions
Fig.5: Forecasting result comparison between the current systems and CTY-Air Quality System under extremely unfavorable weather conditions.

CTY-Air Quality System (Blue Line)
As CTY-Air Quality System can effectively forecast the air quality 3-7 days in advance, it will give an early warning before the unfavorable weather conditions occur, give the causes of heavy pollution, and provide suggestions for solutions to the decision-making units for reference. It can be seen from Fig. 5 that the decision-making unit has given emission reduction instructions before the events occur, so that the future AQI is effectively reduced to below 300. CTY-Air Quality System can effectively avoid situations which plague existing approaches due to its long range forecasting and solution reporting.

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