DEC10-06: Frozen Precipitation Detection System for SODAR Systems by Ashor Chirackal, Imran Butt and...
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Transcript of DEC10-06: Frozen Precipitation Detection System for SODAR Systems by Ashor Chirackal, Imran Butt and...
DEC10-06: Frozen Precipitation Detection
System for SODAR Systems by Ashor Chirackal, Imran Butt and Michelle Tan
Advisor: Prof. Tim BigelowClient: Mr. Doug Taylor
(John Deere Renewables)
What is a SODAR?
SODAR (Sonic detection and Ranging) Generates sound pulse and listens for the echo
from the atmosphere to detect the changes in the reflected wave
Uses Sound pulse to measure wind shear Based on those changes calculates the speed at
that height A SODAR system is used to measure wind shear
for up to 200 meters.
What is a SODAR?
The SODAR system that we are currently working with is the 4000WE model designed by the Atmospheric Systems Corp. (ASC).
John Deere has several of these SODAR systems located at different wind farms for data collection.
The SODAR is primarily powered by a solar panel and has a generator as a secondary source
Top View(Operations)
What's wrong with SODARs
SODARs need the reflector board to be clear of obstacles
Over winter snow gets accumulated on the reflector board and corrupts the readings
The current snow detection is ineffecient and needs to be replaced
Problems Elaborated
Normal Operation
Problems Elaborated Distortion in the sound reflection due to
accumulation of snow (on left) and un-even ice (on right)
Effects Current system is inefficient in detecting
snow Has many false positives.
Heater is turned on when not required (in rain) Inefficient control of the heater
Used longer than is actually required This results in high power consumption which
leads to hibernation mode Since SODARs are located remotely it is very
difficult to get the maintenance out to fix the SODARs
Problem Statement
Optimizing the number of times the heater is turned on to reduce power consumption by designing a more efficient and accurate method to detect the conditions in which the SODAR equipment needs to use the heater. The necessary conditions and requirements are outlined below: Able to tell the difference of snow and ice accumulation on
the reflector plate. Able to detect powdery snow that distorts the SODAR
readings and needs to be melted. Able to tell how much snow is present to calculate the time
the heater should run
Conceptual Sketch
Conceptual Sketch•The main Idea is to use passive sensors to detect snow
accumulation
•Use the sound waves generated by the speakers to our
advantage
•Piezoelectric sensors could be used by placing them on top of
the reflector pad
•There will be changes in the voltage signal when the surface
is clear of snow as compared to surface covered with snow
Concept Sketch
Concept In detail
Functional Requirements
Power consumption Lower than the current system.
More efficient in terms of power consumption to delay hibernation mode. ( 25 Watts)
Reduce the number of times the heater is turned on.
Heater Control Heater should not be used if smooth and flat ice layer is present. water or rain is present. Heater should be used if there is an accumulation of snow that interferes SODAR
operation Variance of ice on the reflector pad
Functional Requirements
Frozen precipitation detector can tell the difference between snow and ice
accumulation on the reflector pad.Quarter Inch
can detect a variance on the reflector pad. must withstand the temperature of the heating
pad. must not interfere with the acoustic environment
of the SODAR
Non-functional Requirements
Financial Economical and affordable.
Within $500 Limited Budget (subsidized by John Deere).
Installation/Manufacturing/ Maintenance Simple. Adaptable. Easy to maintain. Reliable.
Non-Functional Requirements
Weather Must be able to withstand various weather conditions
i.e. snow storms, blizzards 100F to -30F
Rain or flat layer of snow or ice will not be an issue as long as they do not disrupt with the operations of the SODAR system
System Diagram
Technical Considerations
1) Microprocessor It needs to have the right amount of input/output
ports to collect data from the sensors and control the operation of the heater. This will also depend upon the number of piezoelectric
plates The processor speed needs to be high enough to take readings from the sensors and analyze them.
C language will be used to program the microprocessor.
The output signal to run the heater must be in standard TTL.
Technical Considerations (cont.)
2) Piezoelectric plates The piezoelectric plates should have the
material strength to with stand the temperature extremes of the environment.
The response of the piezoelectric plates must be clear enough to be analyzed by the microprocessor.
3) Secondary sensors Secondary sensors, if employed, will change
some requirements of the microprocessor
Market Survey The Frozen Precipitation Detection project is very unique to the client’s
needs and specification.
The piezoelectric sensors are used in other applications such as quality assurance, process control, measurements of various processes etc.
Their use in detecting snow is very unique and we haven’t been able to find an application of piezoelectric sensors that are used in detecting snow or ice.
Some applications where piezoelectricity is used are outlined below Detection and generation of sonar waves Power monitoring in high power applications Automotive engine management systems Acoustic emission testing Inkjet printers
Potential Risks
Light snow that is less dense with more air pockets might not be detected by the piezoelectric sensor.
A secondary sensor will be put in to make the system more effective. The secondary sensor will act as a back-up system.
The project might not be able to be tested under the right weather conditions. Starts in Spring and ends in Fall (No snow !!!)
Potential Risks
Piezoelectric Plates are custom made and most manufacturers have a minimum order of $500!!
Resource estimates
Functional Decomposition The piezoelectric sensors
will be placed either on top of the heating pad or underneath the fiber glass layer of the reflector pad.
The output from the SODAR speakers will be the input for the piezoelectric sensors.
A weather sensor is connected which will provide the outside temperature. The secondary sensor represents an optional sensor that might compliment the primary sensor.
Functional Decomposition A microcontroller
is used with the previous sensors to determine optimal heating times. Our plan is to integrate this microprocessor with the piezoelectric sensor and the secondary sensor.
C programming is to be used to program the microprocessor.
The piezoelectric sensor and the secondary sensor must be in sync with each other. In order to integrate these sensors, we will program the microprocessor using C programming.
Detailed Design
Our final implementation will be highly influenced by our test results. Currently our team has two ideas to implement the piezoelectric solution for our project. The difference in the two ideas is the location of the piezoelectric plates on the SODAR System.
On the heating pad Underneath the fiber glass layer
Layers of the Reflector Pad
Detailed Design The first Layer is the Heating
surface
The second layer is a fiber glass layer. The purpose of the fiberglass is to reflect the sound energy into the atmosphere.
Underneath the Lead layer is the frame to hold all these layers. The manufacturer has allowed us to use up to 1 inch of spacing after the Lead layer.
Alternative for Piezoelectric plates
Since the spacing under the fiber glass is wide, the team might decide to use microphones instead of piezoelectric Microphones are easier to implement as
compared to piezoelectric
Detailed Design
If our team finds it more feasible to place the sensors underneath the fiber glass layer, it will be easier to protect the sensors from weather conditions.
Further spacing allows us to use microphones for sound detection instead of piezoelectric sensors. The microphones will greatly simplify the implementation of our project.
HW/SW Technology
The SODAR uses a computer system onboard. Currently, the computer is used for data
collection. The computer uses a Linux operating system and
is programmed using the C language. If required this computer system might be used to
do some data processing for our sensors
Test Plan Obtaining several types of piezoelectric plates that will potentially work for the
project. Testing the piezoelectric plates and analyze their characteristics. Testing the piezoelectric plates with snow and ice conditions/ temperature
conditions. Obtaining a microprocessor and programming the microprocessor using C
language. Connecting the piezoelectric sensors with the microcontroller and the
temperature sensor. Measure the sound waves on the current SODAR system to determine
installation placement and feasibility of the design. If feasible, high level testing/simulation will be conducted where multiple
piezoelectric plates will be placed and connected on a board (under a fiber glass or above a rubber pad) with inputs from the temperature sensor.
Test Plan: Where to place the sensors? Directly on the reflector pad
Placing piezoelectric directly on the reflector pad has some advantages and disadvantages.
Advantages: The strength of the sound pulse will be strong enough for the piezoelectric
plate to pick up the signal and give a good electrical signal. It will be simpler to differentiate between the case of a clear reflector board
and a board covered with snow. This is because the snow will be directly covering the surface of the piezoelectric and the difference in the response of the piezoelectric will be easier to identify
Disadvantages: The piezoelectric will be directly impacted by the weather conditions (rain
snow etc) The piezoelectric might absorb some sound energy which is crucial for the
SODAR measurements
Our test approach will include these considerations and compare the advantages and disadvantages of this approach and verify the usefulness of placing piezoelectric on the reflector pad.
Test Plan: Where to place the sensors?
Under the fiber glass layer of the reflector pad Advantages
The mounting of our sensors will be simplified as our sensors (piezoelectric or microphones) will not be exposed to the outside weather.
Disadvantages: The strength of the sound pulse will be reduced and it might be more
challenging to detect a sound pulse as fiber glass is a good reflector of sound
Interference of sound from other sides of the SODAR For our design we are more interested in the sound pulse
coming directly from the speakers. Based on the distortions created by snow accumulation the microphones will generate a different signal.
If the strength of that sound is weaker as compared to the sound interference from other sides of the SODAR then it will be difficult to identify the presence of snow.
Unit Testing of a Piezoelectric
Testing Setup
Testing Equipment Used
Piezoelectric Plate Images Scientific Instruments PZ-04
Krohn-Hite Filter Speaker Function Generator Oscilloscope Amplifier Circuit
Generated Signal
Without any input
Outputs
A peak at 3.5 Khz; which was the frequency of the speaker placed on the piezoelectric
Output: Unit Test (Peak Detection)
A peak at 3.5 Khz; which was the frequency of the speaker placed on the piezoelectric
Current Status
Present: Unit testing Found a company that will provide us the piezoelectric
plates without minimum order. (Noliac)
Future: Ordering a piezoelectric plate that fits our specs (curie
temperature, thickness, detects sound) Amplifying circuit that will work best with the piezoelectric
that we are working with.
Contributions
Ashor Chirackal Team Leader Hours: 60
Michelle Tan Communications Hours: 50
Imran Butt Webmaster Hours: 55
Plans for next semester
Visit the SODAR and measure sound pressure
Order parts More testing Programming the microprocessor Build a prototype Test out on SODAR
Questions?