Implementing low-cost ambient
air quality monitoring networks and decreasing air pollution level in Almalyk city by
10% till the end of
2024
Percentage of air pollution level in current year and in 2 years
By comparing pollution level in three years
Creation of
Wireless Sensor Network for data gathering
Efficiency analysis between implemented Polludrone and designed sensors
Decreasing cost of sensors by creation of own object area focused wireless sensor network
Development of database for saving and analyzing data
Cost efficiency analysis
Cost reduction by implementing created database rather than subscribing ready cloud platforms
Improve public health by controlling toxic gases in the industrial zone
Number of people suffering from asthma and cardiovascular diseases
By comparing the number of patients with Asthma, cardiovascular diseases in the two years after the
implementation of the project
Reducing costs and preventing false information about toxic gases.
cost for the project and installation of sensors, database
Comparison cost of human factor of determining air pollution and sensor based system
Creating ANN based model that illustrates future prediction and damage of air
pollution on GIS
model
Statistical
comparisons during time period
Comparing predicted results and actual results
Outcome
This allows us to constantly know the amount of toxic gases in the
area
Average level of major poluttants: ozone (O3). Carbon monoxide(CO)
Sulfur dioxide(SO2), Nitrogen dioxide (NO2), particulate matter (PM10),
it can be measured from
0 to 500
0–50 Good
51–100 Moderate
101–200 Unhealthy
201–300 Very unhealthy
301+ Hazardous
Determining and a factory that pollutes the air in excess of the norm and stopping this process allows to reduce pollution.
fine particulate matter (PM2.5), Airborne particles, or aerosols
If the amount of toxic gases in the area exceeds the average, the factory will be notified about this and will be warned that they will pay a fine if they do not reduce the amount of toxic gases.
AQI(Air quality index)
0–50 Good
51–100 Moderate
101–200 Unhealthy
201–300 Very unhealthy
301+ Hazardous
The presence of toxic gases in moderation has a good effect on public health. If the gas limit is exceeded, the fines paid by the factories will be used to improve public health
They will be able to get information about the level of air pollution in the area without going anywhere
Average level of major pollutants
Database provided updated information
This reduces the human
factor in measuring and controlling toxic gases in the air
Output
The level of toxic gas received by sensors is saved on database
Average level of major pollutants
Sensor technology works with wi-fi
The data about emission level is updated twice every day
Then the toxic gas level can be compared with the level of pollution in the area near the factories
Level of pollutants in nearby factories and densely populated areas
Level of pollutants in nearby factories and densely populated areas will be compared
This helps to know the exact average amount of greenhouse gases in the area.
A special monitoring team deployed under the Environment Committee monitors information on toxic gases.
Number of people who monitor
They consider and control pollution level daily basis
They send an alarm to factories
where the amount of toxic gases exceeds the specified amount.
Activities
Creating quarterly reports for air pollution levels in object area
Number of reports
Responsible team members evaluate situation object are by site visits also
Reports illustrate current state of study object
Installing around 20 sensors around industries
and 10 sensor in city
Number of sensors
They will be installed near factories and inhabited areas
Sensors will measure the level of pollution nearby factories and air quality index in city
Creating database
The database stores acquired data from sensors
and implemented for analysis
The index figures enable the public to determine whether the air pollution levels in a particular location are good, unhealthy, hazardous or
The data from all sensors will be continuously delivered to the database
Placing air quality sensors that determine the
quality of air in
nearby populated areas
Number of devices according to the population
They will be installed in highly populated areas
Air quality sensor measures the level of pollution in densely populated
areas
Creation of
Monitoring
Software
Acquired data from Wireless sensors network
Stored information are accessed through software and monitored
System notifies if some enterprise emits more than
limited
Creation of ANN model for future predictions
ANN model
ANN model shows the state of object are by GIS model
Model predicts air pollution damage for current location