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17 July 2015
UAVs – Intern Project Summary
Networks and Systems
David Minn
UAV’s – Intern Project Summary
Contents
1. UAV Background
2. Blockers
3. Project
- Opportunities
- Application
- Structural Design
- System Design
4. Testing and Data Analysis
5. The Future
6. Highlights
UAV’s – Intern Project Summary
The Names
• UAV - Unmanned Aerial Vehicle (Often referred to by academic
researchers)
• Drone (Most commonly used by the media and recognised by the
public but for commercial applications has negative connotations)
• UAS - Unmanned Aircraft System (Referred to within CAA regulations)
• SUA – Small Unmanned Aircraft (The acronym currently preferred by
the CAA)
• RPAS - Remotely Piloted Aerial System (Now used across Europe
within the context of a proposed new regulatory system)
UAVs are not a survey technology but a remotely controlled, low aerial
platform for carrying a wide range of sensors.
A lot of different names are used to describe the system:
UAV’s – Intern Project Summary
What is a UAV?
UAV – UNMANNED AERIAL VEHICLE
Multirotor Fixed Wing Hybrid
• Advantages and disadvantages for using all three
• Which type is used depends completely on what application it is being used for
UAV’s – Intern Project Summary
What is a UAV?
UAV – UNMANNED AERIAL VEHICLE
Small
Big
UAV’s – Intern Project Summary
Why UAVs?
Earth Observation Satellite Communication Satellite Navigation
• Refine and
complement Data
• Military UAVs use
SatComms
• Deployable comms
unit
• Robust Positioning
• Uses GPS for flight
positioning
General Transferrable
Skills
• GNSS Expertise
• Data Processing
• Machine to Machine
• System design (power, weight, payload)
• Data fusion
UAV’s – Intern Project Summary
Why UAVs?
Growing Industry:
• Manufacturers are seeing the change in sale numbers
- 3 major manufacturers (Parrot, DJI, 3D Robotics)
• UK RPAS Cross Government Working Group:
- Help the UK lead the way in the market
- All aspects are covered
• Media attention (daily news)
RPAS – Remotely Piloted
Aerial System
UAV’s – Intern Project Summary
Rules and Regulations
CAA – Civil Aviation
Authority:
Independent specialist
aviation regulator and
provider of air traffic
services
EASA – European Aviation
Safety Association
Agency of the European
Union (EU) with
regulatory and executive
tasks in the field of
civilian aviation safety
0 20 150
No permit
required
unless being
used for
commercial
gain
Requires
permit
EASA
regulation
states that a
permit is
needed
UAV’s – Intern Project Summary
Rules and Regulations
Why is training required and why are rules necessary?
UAV’s – Intern Project Summary
UAV Blockers
Battery
Technology
Larger battery for more power means
heavier load therefore more power is
needed for longer flight time and extra
components.
Sense and
Avoid
Rules
Restrict
Apps
Currently the rules are preventing the
market from growing to its potential.
UAV is not fully autonomous without a safe
sense and avoid system (not been exploited
for sUAS)
UAV’s – Intern Project Summary
Project Outline
Market opportunity – Read around the current UAV applications
that exist worldwide
UAV Concept – Come up with and finalise an idea for the UAV
(Must be a multirotor)
Design Phase – Use CAD software to design the structure and
calculate the necessary electrical components for the system.
Integration/Assembly – Combine all the system components and
put them on to the frame.
Test plan – Create a plan for the chosen application
Flight testing and mission validation – Test the application and
conclude the project.
UAV’s – Intern Project Summary
UAV Opportunities
ApplicationsAgriculture
Archaeology
Journalism
Delivery
Humanitarian
Work
Military
Mapping
Photography
UAV’s – Intern Project Summary
Current Examples – Visual Working
UAV’s – Intern Project Summary
Events
• Commercial UAV Show
• Advanced Engineering Show
• SUAS – Enforcement Tool or Security
Threat
• KTN/ARPAS RPAS Conference
• UAVs - Unravelling the Mystery
Information:
• More case studies
• Some industries are looking at ways of using UAVs whilst others have genuine
problems that can be addressed by the use of UAVs
• Agriculture is a major player in the industry
• Network Rail could use their closed environment to show safe usage of UAVs
• Rules need to change for the industry to thrive
UAV’s – Intern Project Summary
Agricultural Findings – Elms Farm
Elms Farm:
- Located between Grove and Wantage
- 300 Hectares (420 full sized football pitches)
- Produce wheat, barley and beans.
- Farmer – Robert Benson
Key Facts:
- Weather dependent
- Agronomist comes once a week for an hour (Not enough time) –
Recommends chemicals
- Every 5 years a soil sample will be taken at the same GPS point on the farm
- Hard to monitor the whole farm as its too big
- Target specific areas (2 hectares rather than 50)
- Problems that farm encounters:
- Rust
- Mildew
- Yellow rust
- Slugs
(These can take out crops in a few days if not spotted)
UAV’s – Intern Project Summary
Application
𝑵𝑫𝑽𝑰 =
(𝑵𝑰𝑹 − 𝑹𝒆𝒅)
(𝑵𝑰𝑹 + 𝑹𝒆𝒅)
‘ Design a multirotor for the agricultural purpose of providing end
users with more accurate data of their land.
The Multirotor will capture NDVI (Normalised Difference
Vegetation Index) imagery and transmit data back to a ground
station for processing. The end user will then know the health and
status of the crops and soil.
The data collected will help end users maximise the yield
produced.’
Photo from
http://www.publiclab.org/w
iki/near-infrared-camera
𝑵𝑫𝑽𝑰 - Normalised
Difference Vegetation
Index
𝑵𝑰𝑹 – Near Infrared
UAV’s – Intern Project Summary
Application
𝑵𝑫𝑽𝑰 =
(𝑵𝑰𝑹 − 𝑹𝒆𝒅)
(𝑵𝑰𝑹 + 𝑹𝒆𝒅)
𝑵𝑫𝑽𝑰 - Normalised
Difference Vegetation
Index
𝑵𝑰𝑹 – Near Infrared
UAV’s – Intern Project Summary
Structural Design
• Designed on SolidWorks (multiple iterations)
• Hexacopter (6 motors)
• Built from Carbon fibre sheets and tubes (Dremel used)
• 3D printed connectors (Carbon Fibre PLA)
• Metal and plastic screws
• Nylon Spacers
PLA – Polyactic Acid – Thermoplastic
UAV’s – Intern Project Summary
Structural Design
Adjustments:
• Metal coat hangers used to dampen
• Extra layer for controller
• Sugru used to dampen
• Reprint 3D printed parts once broken
Final structural design before
components were mounted
UAV’s – Intern Project Summary
System Design
Battery
PDB PDB PDB
ESC
ESC
ESC ESC
ESC
ESCMotor Motor
Motor
Motor
Motor
Motor
Power Module
Flight
Controller
PDB – Power Distribution Board
ESC – Electronic Speed Controller
Gimbal
UAV’s – Intern Project Summary
System Design
To aim for the best system performance and choose components I used ecalc (online
multicopter component calculator):
I then placed the different variations into an excel spreadsheet to compare which were
best:
UAV’s – Intern Project Summary
System Design
• I based my choice of components on the outcome that my
spreadsheet provided me with and a few other factors.
• Waterproof motors were chosen as they can be used outside
in any weather condition.
• The use of light components was necessary to provide a
balance between power and weight.
• Each component was checked to make sure that the voltage
and current boundaries were compatible with one another.
• A calculation was made to estimate that the battery would
last 14 minutes
Equation:
𝐵𝑎𝑡𝑡𝑒𝑟𝑦 𝐶𝑎𝑝𝑎𝑐𝑖𝑡𝑦 (𝑚𝐴ℎ)
𝐿𝑜𝑎𝑑 (𝑚𝐴)
= 𝐹𝑙𝑖𝑔ℎ𝑡 𝑡𝑖𝑚𝑒 (ℎ)
UAV’s – Intern Project Summary
APM Flight Controller
• APM 2.6
• Open Source Controller
• Pre Programmed Arduino
• Uses external magnetometer
(Compass)
• GPS for waypoint navigation
• Comes with computer software
(Mission Planner)
• Calibrate the compass
• Calibrate the accelerometer
• Auto PID calibration
• Add components (ultrasonic sensor, wireless
telemetry, camera gimbals etc)
• Pre programmed flight modes
• Link
UAV’s – Intern Project Summary
APM Flight Controller
Flight
Controller
ESC
ESC
ESC
ESC
ESC
ESC
GPS
RC
Receiver
Throttle
Roll
Pitch
Yaw
Gear
AUX 1
Telemetry
Antenna
Radio
Transmitter Computer
Ground Control
Camera Gimbal
UAV’s – Intern Project Summary
Final Prototype Design
UAV’s – Intern Project Summary
Testing (1)
1. Compass
Calibration
2. Accelerometer
Calibration
3. Radio
Calibration
4. ESC/Motor
Calibration
UAV’s – Intern Project Summary
Testing (1)
1. Compass
Calibration
2. Accelerometer
Calibration
3. Radio
Calibration
4. ESC/Motor
Calibration
UAV’s – Intern Project Summary
Testing (1)
1. Compass
Calibration
2. Accelerometer
Calibration
3. Radio
Calibration
4. ESC/Motor
Calibration
UAV’s – Intern Project Summary
Testing (1)
1. Compass
Calibration
2. Accelerometer
Calibration
3. Radio
Calibration
4. ESC/Motor
Calibration
UAV’s – Intern Project Summary
Testing (2)
Adjustments:
PID values weren’t optimum leading to high sensitivity therefore PID
calibration was required.
PID – Proportional Integral Derivative – A control loop feedback
mechanism.
UAV’s – Intern Project Summary
Testing (3)
Adjustments:
Legs were added with vibration absorption. Controller adjusted to compensate for PID
values. 3D printed motor holder snapped. Camera needed to be added.
UAV’s – Intern Project Summary
Camera
• GoPro Hero3 White edition
- Light
- Durable
- Adjustable
- Wifi Enabled
- Separate internal battery
• Modify with InfraBlue lens
- Take GoPro apart
- Remove Fisheye lens
- Replace with new lens
Attach GoPro to stabilising gimbal!
UAV’s – Intern Project Summary
Farm Test
• Elms Farm
• Conditions: Hot and Windy
• Problems: Battery and Wind
• Imagery attained
• Crashes
UAV’s – Intern Project Summary
Image Processing
This is the raw
image taken
from the
Infrablue lens
on the GoPro
UAV’s – Intern Project Summary
Image Processing
This is the same
image with
slight
atmospheric
correction
added to it
UAV’s – Intern Project Summary
Image Processing
This is the NDVI
after the image
had been
processed
UAV’s – Intern Project Summary
Image Processing
These images show all three representations
separately
Results
The major results consisted of the following:
• Hexacopter built
• Fully controllable and adaptable UAV
• Imagery attained
• End user requirements captured and utilised
UAV’s – Intern Project Summary
Future
Recommendations:
• More work on the control system and learning its
advantages
• Create a covering for the UAV (e.g. Dome)
• Gather more images and learn how to analyse them
• Create a system architecture to aid the community in
sense and avoid technology
• Link the UAV into a machine to machine network to add
another data set (e.g. Connected Farm)
• Research into an application that links Satellite and UAV
data
• Control camera remotely
• Research the use of different innovative sensors
UAV’s – Intern Project Summary
Highlights
• Building a UAV from scratch!
• Seeing a project through from start to finish.
• Networking internally and externally (Events)
• End user engagement (Farm Visits)
• Speaking with a variety of people here at the Catapult both
professionally and socially
• Hands on technical experience
• Learning and building on new and existing skills
• External meetings and presentations (HVM Catapult, Sheffield
University)
• Company working environment
• Annual Conference
• CAKE!
• And CAKE!
Thank You

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UAVs in Agriculture - Intern Project Summary

  • 1. 17 July 2015 UAVs – Intern Project Summary Networks and Systems David Minn
  • 2. UAV’s – Intern Project Summary Contents 1. UAV Background 2. Blockers 3. Project - Opportunities - Application - Structural Design - System Design 4. Testing and Data Analysis 5. The Future 6. Highlights
  • 3. UAV’s – Intern Project Summary The Names • UAV - Unmanned Aerial Vehicle (Often referred to by academic researchers) • Drone (Most commonly used by the media and recognised by the public but for commercial applications has negative connotations) • UAS - Unmanned Aircraft System (Referred to within CAA regulations) • SUA – Small Unmanned Aircraft (The acronym currently preferred by the CAA) • RPAS - Remotely Piloted Aerial System (Now used across Europe within the context of a proposed new regulatory system) UAVs are not a survey technology but a remotely controlled, low aerial platform for carrying a wide range of sensors. A lot of different names are used to describe the system:
  • 4. UAV’s – Intern Project Summary What is a UAV? UAV – UNMANNED AERIAL VEHICLE Multirotor Fixed Wing Hybrid • Advantages and disadvantages for using all three • Which type is used depends completely on what application it is being used for
  • 5. UAV’s – Intern Project Summary What is a UAV? UAV – UNMANNED AERIAL VEHICLE Small Big
  • 6. UAV’s – Intern Project Summary Why UAVs? Earth Observation Satellite Communication Satellite Navigation • Refine and complement Data • Military UAVs use SatComms • Deployable comms unit • Robust Positioning • Uses GPS for flight positioning General Transferrable Skills • GNSS Expertise • Data Processing • Machine to Machine • System design (power, weight, payload) • Data fusion
  • 7. UAV’s – Intern Project Summary Why UAVs? Growing Industry: • Manufacturers are seeing the change in sale numbers - 3 major manufacturers (Parrot, DJI, 3D Robotics) • UK RPAS Cross Government Working Group: - Help the UK lead the way in the market - All aspects are covered • Media attention (daily news) RPAS – Remotely Piloted Aerial System
  • 8. UAV’s – Intern Project Summary Rules and Regulations CAA – Civil Aviation Authority: Independent specialist aviation regulator and provider of air traffic services EASA – European Aviation Safety Association Agency of the European Union (EU) with regulatory and executive tasks in the field of civilian aviation safety 0 20 150 No permit required unless being used for commercial gain Requires permit EASA regulation states that a permit is needed
  • 9. UAV’s – Intern Project Summary Rules and Regulations Why is training required and why are rules necessary?
  • 10. UAV’s – Intern Project Summary UAV Blockers Battery Technology Larger battery for more power means heavier load therefore more power is needed for longer flight time and extra components. Sense and Avoid Rules Restrict Apps Currently the rules are preventing the market from growing to its potential. UAV is not fully autonomous without a safe sense and avoid system (not been exploited for sUAS)
  • 11. UAV’s – Intern Project Summary Project Outline Market opportunity – Read around the current UAV applications that exist worldwide UAV Concept – Come up with and finalise an idea for the UAV (Must be a multirotor) Design Phase – Use CAD software to design the structure and calculate the necessary electrical components for the system. Integration/Assembly – Combine all the system components and put them on to the frame. Test plan – Create a plan for the chosen application Flight testing and mission validation – Test the application and conclude the project.
  • 12. UAV’s – Intern Project Summary UAV Opportunities ApplicationsAgriculture Archaeology Journalism Delivery Humanitarian Work Military Mapping Photography
  • 13. UAV’s – Intern Project Summary Current Examples – Visual Working
  • 14. UAV’s – Intern Project Summary Events • Commercial UAV Show • Advanced Engineering Show • SUAS – Enforcement Tool or Security Threat • KTN/ARPAS RPAS Conference • UAVs - Unravelling the Mystery Information: • More case studies • Some industries are looking at ways of using UAVs whilst others have genuine problems that can be addressed by the use of UAVs • Agriculture is a major player in the industry • Network Rail could use their closed environment to show safe usage of UAVs • Rules need to change for the industry to thrive
  • 15. UAV’s – Intern Project Summary Agricultural Findings – Elms Farm Elms Farm: - Located between Grove and Wantage - 300 Hectares (420 full sized football pitches) - Produce wheat, barley and beans. - Farmer – Robert Benson Key Facts: - Weather dependent - Agronomist comes once a week for an hour (Not enough time) – Recommends chemicals - Every 5 years a soil sample will be taken at the same GPS point on the farm - Hard to monitor the whole farm as its too big - Target specific areas (2 hectares rather than 50) - Problems that farm encounters: - Rust - Mildew - Yellow rust - Slugs (These can take out crops in a few days if not spotted)
  • 16. UAV’s – Intern Project Summary Application 𝑵𝑫𝑽𝑰 = (𝑵𝑰𝑹 − 𝑹𝒆𝒅) (𝑵𝑰𝑹 + 𝑹𝒆𝒅) ‘ Design a multirotor for the agricultural purpose of providing end users with more accurate data of their land. The Multirotor will capture NDVI (Normalised Difference Vegetation Index) imagery and transmit data back to a ground station for processing. The end user will then know the health and status of the crops and soil. The data collected will help end users maximise the yield produced.’ Photo from http://www.publiclab.org/w iki/near-infrared-camera 𝑵𝑫𝑽𝑰 - Normalised Difference Vegetation Index 𝑵𝑰𝑹 – Near Infrared
  • 17. UAV’s – Intern Project Summary Application 𝑵𝑫𝑽𝑰 = (𝑵𝑰𝑹 − 𝑹𝒆𝒅) (𝑵𝑰𝑹 + 𝑹𝒆𝒅) 𝑵𝑫𝑽𝑰 - Normalised Difference Vegetation Index 𝑵𝑰𝑹 – Near Infrared
  • 18. UAV’s – Intern Project Summary Structural Design • Designed on SolidWorks (multiple iterations) • Hexacopter (6 motors) • Built from Carbon fibre sheets and tubes (Dremel used) • 3D printed connectors (Carbon Fibre PLA) • Metal and plastic screws • Nylon Spacers PLA – Polyactic Acid – Thermoplastic
  • 19. UAV’s – Intern Project Summary Structural Design Adjustments: • Metal coat hangers used to dampen • Extra layer for controller • Sugru used to dampen • Reprint 3D printed parts once broken Final structural design before components were mounted
  • 20. UAV’s – Intern Project Summary System Design Battery PDB PDB PDB ESC ESC ESC ESC ESC ESCMotor Motor Motor Motor Motor Motor Power Module Flight Controller PDB – Power Distribution Board ESC – Electronic Speed Controller Gimbal
  • 21. UAV’s – Intern Project Summary System Design To aim for the best system performance and choose components I used ecalc (online multicopter component calculator): I then placed the different variations into an excel spreadsheet to compare which were best:
  • 22. UAV’s – Intern Project Summary System Design • I based my choice of components on the outcome that my spreadsheet provided me with and a few other factors. • Waterproof motors were chosen as they can be used outside in any weather condition. • The use of light components was necessary to provide a balance between power and weight. • Each component was checked to make sure that the voltage and current boundaries were compatible with one another. • A calculation was made to estimate that the battery would last 14 minutes Equation: 𝐵𝑎𝑡𝑡𝑒𝑟𝑦 𝐶𝑎𝑝𝑎𝑐𝑖𝑡𝑦 (𝑚𝐴ℎ) 𝐿𝑜𝑎𝑑 (𝑚𝐴) = 𝐹𝑙𝑖𝑔ℎ𝑡 𝑡𝑖𝑚𝑒 (ℎ)
  • 23. UAV’s – Intern Project Summary APM Flight Controller • APM 2.6 • Open Source Controller • Pre Programmed Arduino • Uses external magnetometer (Compass) • GPS for waypoint navigation • Comes with computer software (Mission Planner) • Calibrate the compass • Calibrate the accelerometer • Auto PID calibration • Add components (ultrasonic sensor, wireless telemetry, camera gimbals etc) • Pre programmed flight modes • Link
  • 24. UAV’s – Intern Project Summary APM Flight Controller Flight Controller ESC ESC ESC ESC ESC ESC GPS RC Receiver Throttle Roll Pitch Yaw Gear AUX 1 Telemetry Antenna Radio Transmitter Computer Ground Control Camera Gimbal
  • 25. UAV’s – Intern Project Summary Final Prototype Design
  • 26. UAV’s – Intern Project Summary Testing (1) 1. Compass Calibration 2. Accelerometer Calibration 3. Radio Calibration 4. ESC/Motor Calibration
  • 27. UAV’s – Intern Project Summary Testing (1) 1. Compass Calibration 2. Accelerometer Calibration 3. Radio Calibration 4. ESC/Motor Calibration
  • 28. UAV’s – Intern Project Summary Testing (1) 1. Compass Calibration 2. Accelerometer Calibration 3. Radio Calibration 4. ESC/Motor Calibration
  • 29. UAV’s – Intern Project Summary Testing (1) 1. Compass Calibration 2. Accelerometer Calibration 3. Radio Calibration 4. ESC/Motor Calibration
  • 30. UAV’s – Intern Project Summary Testing (2) Adjustments: PID values weren’t optimum leading to high sensitivity therefore PID calibration was required. PID – Proportional Integral Derivative – A control loop feedback mechanism.
  • 31. UAV’s – Intern Project Summary Testing (3) Adjustments: Legs were added with vibration absorption. Controller adjusted to compensate for PID values. 3D printed motor holder snapped. Camera needed to be added.
  • 32. UAV’s – Intern Project Summary Camera • GoPro Hero3 White edition - Light - Durable - Adjustable - Wifi Enabled - Separate internal battery • Modify with InfraBlue lens - Take GoPro apart - Remove Fisheye lens - Replace with new lens Attach GoPro to stabilising gimbal!
  • 33. UAV’s – Intern Project Summary Farm Test • Elms Farm • Conditions: Hot and Windy • Problems: Battery and Wind • Imagery attained • Crashes
  • 34. UAV’s – Intern Project Summary Image Processing This is the raw image taken from the Infrablue lens on the GoPro
  • 35. UAV’s – Intern Project Summary Image Processing This is the same image with slight atmospheric correction added to it
  • 36. UAV’s – Intern Project Summary Image Processing This is the NDVI after the image had been processed
  • 37. UAV’s – Intern Project Summary Image Processing These images show all three representations separately
  • 38. Results The major results consisted of the following: • Hexacopter built • Fully controllable and adaptable UAV • Imagery attained • End user requirements captured and utilised
  • 39. UAV’s – Intern Project Summary Future Recommendations: • More work on the control system and learning its advantages • Create a covering for the UAV (e.g. Dome) • Gather more images and learn how to analyse them • Create a system architecture to aid the community in sense and avoid technology • Link the UAV into a machine to machine network to add another data set (e.g. Connected Farm) • Research into an application that links Satellite and UAV data • Control camera remotely • Research the use of different innovative sensors
  • 40. UAV’s – Intern Project Summary Highlights • Building a UAV from scratch! • Seeing a project through from start to finish. • Networking internally and externally (Events) • End user engagement (Farm Visits) • Speaking with a variety of people here at the Catapult both professionally and socially • Hands on technical experience • Learning and building on new and existing skills • External meetings and presentations (HVM Catapult, Sheffield University) • Company working environment • Annual Conference • CAKE! • And CAKE!