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A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV
Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants
The Silicon Valley Drone Show 2015
mT-Panoptes
geospatial aerial inspections on PV
plants
A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV
Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants
The Silicon Valley Drone Show 2015
Technical Inspections by
UAVs
A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV
Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants
The Silicon Valley Drone Show 2015
Technical Inspections by
UAVs
A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV
Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants
The Silicon Valley Drone Show 2015
Solar Farms Inspections by
UAVs
A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV
Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants
The Silicon Valley Drone Show 2015
solar farms inspections by UAVs
preventive inspections
to check if some elements - arrays, modules,
cells -
do not work well and thus are overheated
A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV
Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants
The Silicon Valley Drone Show 2015
What is needed Why is needed
UAV surveying
thermal eye observing differences in temperature and detecting
overheated elements (clearer in the thermography)
coupled eye
in the visible band
complementing thermal observations for clarifying
eg shadows – and evidencing some crack or rubbish
panels
binocular vision
observing the same scene by different bands at the
time: both thermal and visible sensor on board
live viewing following the survey better
recording on board analyzing the acquired data later
traditional way of thermal surveying by UAV
on solar farms
A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV
Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants
The Silicon Valley Drone Show 2015
big solar farms
are monotonous landscapes
to evidence overheated elements,
i.e. hot spots, also in cells
each thermal video frame will not contain
anything more than …
A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV
Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants
The Silicon Valley Drone Show 2015
…modules…
…modules…
… and still modules!
for huge solar farms
the post-processing time to locate
the detected anomalies over the map
is so much that the benefit
of the fast aerial surveys are lost!
location aware
system can
help
A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV
Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants
The Silicon Valley Drone Show 2015
What is needed Why is needed
UAV surveying
thermal eye observing differences in temperature and detecting overheated
(clearer in the thermography)
coupled eye
in the visible band
Complementing thermal observations for clarifying doubts - eg shadows
evidencing some crack or rubbish on panels
binocular vision
observing the same scene by different bands: both thermal and visible
on board
live viewing following the survey better
recording on board analyzing the acquired data later
new way of inspecting
• helps in surveying
• helps in post-processing
• automatically produces the right survey
Report
traditional way of thermal surveying by UAV on solar farms
A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV
Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants
The Silicon Valley Drone Show 2015
multi-sensor system
all you need is already on board…
… and inside:
its Solar Inspector GEO hearth
mT-Panoptes
A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV
Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants
The Silicon Valley Drone Show 2015
Live video and
on-board recording
HD camcorder
HR thermal core
mT-Panoptes
two channel multi-sensor for thermographic
geospatial inspections of PV plants with light
RPAS
A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV
Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants
The Silicon Valley Drone Show 2015
KEY FEATURES
• Plug & Play
• Specific for UAV use
• Independent by any UAV
• Geospatial software with domain
experience inside
- locating anomalies on the
map
- automatic generation of the
survey Report
• Getting started in surveys quickly:
- easy to use
- fast initial training also in
remote
A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV
Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants
The Silicon Valley Drone Show 2015
ADVANTAGES
Fully exploiting geospatial
content of data
• Speed up the delivery of
the results
• Useful for large PV field
and roofs
• Real alternative to
conventional survey
methods
• More efficient than
"traditional" drone
inspections
• Strategic for O&M
contracts linked to
A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV
Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants
The Silicon Valley Drone Show 2015
Hardware
FEATURE TIR IMAGER VISIMAGER
Detector Detector Uncooled microbolometer CMOS sensor
Optical Format (4:3) 16/9
Resolution 640 (H) x 512 (V);
324 (H) x 256 (V)
1280 (H) x 720
(W)
Pixel size 17 μm x 17 μm -
Frame rate 9 Hz 30-60 fps
Temp. measur. range -40 °C to 160 °C (High Gain)
-40 °C to 550 °C (Low Gain)
-
Temp. meas. accuracy ±0,2 °C -
Lens and View angle 13 mm F 1.25 / 45°;
9 mm F 1.25 / 48°
- / 142°
Sensivity < 50 mK (NEdT)
Spectral response 7 – 13.5 μm Visible range
Data Output PAL / NTSC video PAL / NTSC video
Interfaces Video Out Coaxial connector -
Data USB 2 USB 2
Physical Dimensions 76 x 52 x 60 mm
Weight 260 g
Other Case Polyamide based material carbon filled
A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV
Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants
The Silicon Valley Drone Show 2015
Panoptes Viewer
 Video live view
 Recording
 Review
 Data location on plant map
 Raster base maps
(e.g. orthophotos)
Solar Inspector – targeted solution
Key features:
 Data analysis tools
 Annotation tools
 Thermal anomalies maps
 Coverage maps
 Automatic report generation
Software
A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV
Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants
The Silicon Valley Drone Show 2015
Software interface
Map Area Video Area
Project Area
Annotation Area
Flight controls
Timeline
Area
A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV
Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants
The Silicon Valley Drone Show 2015
mT-Panoptes in action
A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV
Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants
The Silicon Valley Drone Show 2015
Standard work flow
 Operation assessment
 Preparation
 Base maps collection
 Flight planning
 Survey
 Data acquisition
 Real time annotation
 Post processing
 Data analysis
 Reporting
 Survey
 Data acquisition
 Real time annotation
 Post processing
 Data analysis
 Reporting
A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV
Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants
The Silicon Valley Drone Show 2015
survey Report
A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV
Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants
The Silicon Valley Drone Show 2015
examples of evidenced criticalities
OVERHEATED STRING ANOMALY IN THIN
FILM PANELS
HOT SPOTS
HOT SPOT
FALSEPOSITIVE
PATCHWORK
CONFIGURATION
A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV
Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants
The Silicon Valley Drone Show 2015
Somewhere in Southern Italy …
plant power: 0,5 MW
flight time: 7 min
time to report: 1 hour
A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV
Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants
The Silicon Valley Drone Show 2015
Panoptes Srl Palermo, ITALY - info@panoptes.it - www.panoptes.it

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Claudia Spinnato, Panoptes

  • 1. A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants The Silicon Valley Drone Show 2015 mT-Panoptes geospatial aerial inspections on PV plants
  • 2. A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants The Silicon Valley Drone Show 2015 Technical Inspections by UAVs
  • 3. A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants The Silicon Valley Drone Show 2015 Technical Inspections by UAVs
  • 4. A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants The Silicon Valley Drone Show 2015 Solar Farms Inspections by UAVs
  • 5. A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants The Silicon Valley Drone Show 2015 solar farms inspections by UAVs preventive inspections to check if some elements - arrays, modules, cells - do not work well and thus are overheated
  • 6. A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants The Silicon Valley Drone Show 2015 What is needed Why is needed UAV surveying thermal eye observing differences in temperature and detecting overheated elements (clearer in the thermography) coupled eye in the visible band complementing thermal observations for clarifying eg shadows – and evidencing some crack or rubbish panels binocular vision observing the same scene by different bands at the time: both thermal and visible sensor on board live viewing following the survey better recording on board analyzing the acquired data later traditional way of thermal surveying by UAV on solar farms
  • 7. A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants The Silicon Valley Drone Show 2015 big solar farms are monotonous landscapes to evidence overheated elements, i.e. hot spots, also in cells each thermal video frame will not contain anything more than …
  • 8. A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants The Silicon Valley Drone Show 2015 …modules… …modules… … and still modules! for huge solar farms the post-processing time to locate the detected anomalies over the map is so much that the benefit of the fast aerial surveys are lost! location aware system can help
  • 9. A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants The Silicon Valley Drone Show 2015 What is needed Why is needed UAV surveying thermal eye observing differences in temperature and detecting overheated (clearer in the thermography) coupled eye in the visible band Complementing thermal observations for clarifying doubts - eg shadows evidencing some crack or rubbish on panels binocular vision observing the same scene by different bands: both thermal and visible on board live viewing following the survey better recording on board analyzing the acquired data later new way of inspecting • helps in surveying • helps in post-processing • automatically produces the right survey Report traditional way of thermal surveying by UAV on solar farms
  • 10. A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants The Silicon Valley Drone Show 2015 multi-sensor system all you need is already on board… … and inside: its Solar Inspector GEO hearth mT-Panoptes
  • 11. A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants The Silicon Valley Drone Show 2015 Live video and on-board recording HD camcorder HR thermal core mT-Panoptes two channel multi-sensor for thermographic geospatial inspections of PV plants with light RPAS
  • 12. A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants The Silicon Valley Drone Show 2015 KEY FEATURES • Plug & Play • Specific for UAV use • Independent by any UAV • Geospatial software with domain experience inside - locating anomalies on the map - automatic generation of the survey Report • Getting started in surveys quickly: - easy to use - fast initial training also in remote
  • 13. A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants The Silicon Valley Drone Show 2015 ADVANTAGES Fully exploiting geospatial content of data • Speed up the delivery of the results • Useful for large PV field and roofs • Real alternative to conventional survey methods • More efficient than "traditional" drone inspections • Strategic for O&M contracts linked to
  • 14. A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants The Silicon Valley Drone Show 2015 Hardware FEATURE TIR IMAGER VISIMAGER Detector Detector Uncooled microbolometer CMOS sensor Optical Format (4:3) 16/9 Resolution 640 (H) x 512 (V); 324 (H) x 256 (V) 1280 (H) x 720 (W) Pixel size 17 μm x 17 μm - Frame rate 9 Hz 30-60 fps Temp. measur. range -40 °C to 160 °C (High Gain) -40 °C to 550 °C (Low Gain) - Temp. meas. accuracy ±0,2 °C - Lens and View angle 13 mm F 1.25 / 45°; 9 mm F 1.25 / 48° - / 142° Sensivity < 50 mK (NEdT) Spectral response 7 – 13.5 μm Visible range Data Output PAL / NTSC video PAL / NTSC video Interfaces Video Out Coaxial connector - Data USB 2 USB 2 Physical Dimensions 76 x 52 x 60 mm Weight 260 g Other Case Polyamide based material carbon filled
  • 15. A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants The Silicon Valley Drone Show 2015 Panoptes Viewer  Video live view  Recording  Review  Data location on plant map  Raster base maps (e.g. orthophotos) Solar Inspector – targeted solution Key features:  Data analysis tools  Annotation tools  Thermal anomalies maps  Coverage maps  Automatic report generation Software
  • 16. A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants The Silicon Valley Drone Show 2015 Software interface Map Area Video Area Project Area Annotation Area Flight controls Timeline Area
  • 17. A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants The Silicon Valley Drone Show 2015 mT-Panoptes in action
  • 18. A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants The Silicon Valley Drone Show 2015 Standard work flow  Operation assessment  Preparation  Base maps collection  Flight planning  Survey  Data acquisition  Real time annotation  Post processing  Data analysis  Reporting  Survey  Data acquisition  Real time annotation  Post processing  Data analysis  Reporting
  • 19. A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants The Silicon Valley Drone Show 2015 survey Report
  • 20. A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants The Silicon Valley Drone Show 2015 examples of evidenced criticalities OVERHEATED STRING ANOMALY IN THIN FILM PANELS HOT SPOTS HOT SPOT FALSEPOSITIVE PATCHWORK CONFIGURATION
  • 21. A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants The Silicon Valley Drone Show 2015 Somewhere in Southern Italy … plant power: 0,5 MW flight time: 7 min time to report: 1 hour
  • 22. A. D’Argenio - mT-Panoptes geospatial aerial inspections on PV Claudia Spinnato - mT-Panoptes: geospatial aerial inspections on PV plants The Silicon Valley Drone Show 2015 Panoptes Srl Palermo, ITALY - info@panoptes.it - www.panoptes.it