Atmospheric Aerosol Waiākea High School Hong,...
Transcript of Atmospheric Aerosol Waiākea High School Hong,...
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Atmospheric Aerosol Studies
Mentor: Daryl Albano
University of Hawai`i at Hilo
Students: Macy Ahuna, Craden Astrande, Seneca Helfrich, Britney Ho, Dylan Hong, Devon Morimoto, Nagahiro Ohashi, and Tara Marie Takafuji
Waiākea High School
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Project Overview
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Particulate Matter Overview
● Particulate matter (PM) is commonly found in air
pollution○ Examples: CO
2, SO
2, etc.
● PM has been attributed to major health effects,
leading to the highest health problems
● Exposure to PM could exacerbate existing
cardiovascular diseases
● Due to PM, air pollution is estimated to kill 3.7 million
people/year worldwide
Source: D. M. Holstius, A. Pillarisetti, K. R. Smith and E. Seto, "Field calibrations of a low-cost aerosol sensor at a regulatory monitoring site in California," Atmospheric Measurement Techniques, vol. 7, pp. 1121-1131, 2014.
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Project Goals
❖ Design and engineer atmospheric aerosol sensors
❖ Deploy sensors for aerosol measurement collection
❖ Analyze data for atmospheric studies
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Table of Contents
Project Components
1. Designing the sensor circuit2. Programming the data
acquisition software3. Designing and Building the
housing4. Testing the assembled sensors5. Deploying the sensors● Accomplishments● Future Improvements
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1. Designing The Sensor Circuit
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Electrical Components
● Arduino Microcontroller○ Primary Controller
● Particulate Matter Sensor○ Collects particulate matter as small
as 2.5 micrometers
● Ethernet Shield○ Future implementation for Internet
of Things
○ Stores SD card
● LCD screen○ Displays data
● 5V Fan○ Draws air through the intake
● Real-Time Clock○ Keeps track of date and time
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Hello, world!
Real Time Clock
5V Fan
PM SensorArduino UnoEthernet ShieldMicroSD card
LCD Display
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2. Programming the Data Acquisition
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● Arduino IDE used● Programming Language in C
Software Development
Tools
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Program Flowchart
START
Is SD card initialized?
Is the LCD display
working?
Did the concentration value print?
Collect and store data
END
False
False
End operation
False
True
True
True
Continue Operation
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3. Designing & Building the Housing
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Initial Housing Designs
● Initially, a simple design was created○ A box with a housing for the
Arduino and the bread board
● Later, the design was changed to compensate for the volume of the fan
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Revising and improving the
designs
● The housing was later changed to attach the battery on the outside. But then we decided to use Velcro
● Finally, the housing was extended to fit all the components within and the cover was designed to project the LCD screen
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4. Testing the Assembled Sensors
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Testing Airflow
● Proper airflow determines best data acquisition
● Placement of sensor, fan, electronics, intake placement were tested and considered.
● Goal: Determine suitable location and placement of electronics, intake, and exhaust fan
● Results: Negative airflow (exhaust air) brings smoother airflow into housing. Placement of sensor on bottom gives more exposure to data
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Testing the Assembled Sensors
Controlled Data Measurements
● Sensors were tested in controlled environment by using known pollution sources
● Carbon Dioxide, Sulfur Dioxide, etc. were analyzed by sensors in controlled environment
● Data comparisons were made to real-world datasets, such as Hilo and Mauna Loa data
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Testing the Assembled Sensors (cont.)
● Calibrating the sensors○ Low Pulse Occupancy (LPO) - Opacity
percentage of circulated air
○ Determining method to understand data
measurements
○ The formulas below were used to determine
concentration levels
ratio=LPO/(sampleTime*10.0)
concentration=1.1 × ratio^3-3.8 × ratio^2+520 × ratio+0.62
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Measurement of sulfur dioxide
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Measurement of carbon dioxide
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Testing sensor accuracy
● Each dataset is an individual test with three devices running simultaneously
● Data was collected at Mauna Loa● Goal: Determine whether there is disparity between
three devices● Results: Each sensor reports similar results. Thus,
accuracy between each sensor and housing configuration is consistent with results
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5. Deploying the sensors
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Data Acquisition Procedure
1. Determine a location for best fit of air measurements
a. Clear intake and exhaust
2. Position the sensor in appropriate location3. Power on sensor and begin collection
timer4. After collection timer is complete, power
down the device5. Retrieve data from microSD card after
device has successfully powered down
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Hilo Data Analysis
Data measured around late
afternoon, similar time to
traffic density decreasing
Results show that CO2
emissions decrease over time
into the evening
Thus, higher traffic density
correlates to higher CO2
emissions
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Measurement of CO2
concentration in Hilo late afternoon
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Mauna Loa Data Analysis
Mauna Loa is a great test site
for SO2
analysis
Thus, it is a great site for
testing
Datasets were measured at
noon on a clear day
Results show no significant
change in PM data. Might be
due to little activity, resulting
in lower measurements
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Measurement of SO2
concentration on Mauna Loa around noon with clear weather
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Accomplishments
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Goals Accomplished
Designing and engineering PM
sensing devices
Programming and testing
software for data acquisition
Analyzing measured data from
Hilo and Mauna Loa
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Future Improvements
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Improving the PM sensing devices
Implementing the “Internet of Things” for the devices. The idea is to have the devices communicate and send data to a web server for remote viewing from a web browser. Also, improve file-handling, such as remote backups, etc.
Adding new sensors (temperature, humidity, etc.) for additional data analysis
Simplify the electronic configuration. Reduce wire-clutter
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This concludes the presentationMahalo Nui Loa!!!