Compact laser-based sensors for sUAS and their ......Only large UAVs (e.g. NASA Global Hawk, SIERRA)...
Transcript of Compact laser-based sensors for sUAS and their ......Only large UAVs (e.g. NASA Global Hawk, SIERRA)...
![Page 1: Compact laser-based sensors for sUAS and their ......Only large UAVs (e.g. NASA Global Hawk, SIERRA) fly existing laser-based sensors To fully utilize UAV capabilities, need low power,](https://reader033.fdocuments.us/reader033/viewer/2022051807/6007bbcc993f6b36350970a3/html5/thumbnails/1.jpg)
Compact laser-based sensors for sUAS and their applications to natural gas leaks!
!Mark A. Zondlo!
Department of Civil and Environmental Engineering!Princeton University"
Anthony O’Brien, Kevin Ross, Josh DiGangi"Dept. of Civil and Environmental Engineering, Princeton University!
William Harrison, Brian Nathan, Dave Schaefer, David J. Lary"William B. Hanson Center for Space Sciences, Univ. Texas at Dallas!
! Mid-Atlantic Symposium on Aerospace, Unmanned Systems and Rotorcraft !
Villanova University, April 10, 2014!
!
their applications to natural gas leaks
Department of Civil and Environmental Engineering
!"#$%&'%()$
Mid-Atlantic Symposium on Aerospace, Unmanned Systems and Rotorcraft
Lary
![Page 2: Compact laser-based sensors for sUAS and their ......Only large UAVs (e.g. NASA Global Hawk, SIERRA) fly existing laser-based sensors To fully utilize UAV capabilities, need low power,](https://reader033.fdocuments.us/reader033/viewer/2022051807/6007bbcc993f6b36350970a3/html5/thumbnails/2.jpg)
What advantages do sUAS provide?"•" profiling of lower boundary layer (0-1000 m)!
–" tree canopies (10s m)!–" local emissions (leaking well, emissions – 10-100 m)!–" marine boundary layer!–" emissions from surface to atmosphere!
•" near complex terrain (safety)!
•" near-field emissions from highly-! localized sources!
•" where nimble movements needed!–" e.g. trees, buildings, roads, etc.!
!"#$%&''()#&*+,-%,+.%'+--)/(0%1).$%02)-*,3%40-0&4#$%),54&-.4"#."40%%6!7869:;%9<=>?@%6A::%&,B%6:!:%C><D-@%EAF%G<=@%6!7%G<H@%6:!:%G(+/&(%I&1J@%0.#K%
emissions from surface to atmosphere
e.g. trees, buildings, roads, etc.
![Page 3: Compact laser-based sensors for sUAS and their ......Only large UAVs (e.g. NASA Global Hawk, SIERRA) fly existing laser-based sensors To fully utilize UAV capabilities, need low power,](https://reader033.fdocuments.us/reader033/viewer/2022051807/6007bbcc993f6b36350970a3/html5/thumbnails/3.jpg)
Why laser-based sensors for environmental sensing?"
Performance"high sensitivity!fast response (<< 1Hz)!high selectivity!multispecies detection ! !
! !!
Physical specifications low power (~ 1-10s W) low mass (~ 1-5 kg) compact size rugged
Only large UAVs (e.g. NASA Global Hawk, SIERRA) fly existing laser-based sensors
To fully utilize UAV capabilities, need low power, light weight, compact sensors for smaller, cheaper, easier-to-deploy UAVs and UAV fleets
(existing sensors consume 100s W power, 10s of kg, bulky)
! !
![Page 4: Compact laser-based sensors for sUAS and their ......Only large UAVs (e.g. NASA Global Hawk, SIERRA) fly existing laser-based sensors To fully utilize UAV capabilities, need low power,](https://reader033.fdocuments.us/reader033/viewer/2022051807/6007bbcc993f6b36350970a3/html5/thumbnails/4.jpg)
Laser-based hygrometer on the NSF G-V aircraft"
!L:;L?M%
•" NSF Gulfstream-V, typical flight duration ~ 8-9 hours, ~ 15 km altitude!
29 cm!
Parameter ! ! !Specifications!Dew point range ! !-110°C to +30°C!Sensitivity (SNR=1) !0.05 ppmv!Frequency ! ! !25 Hz !Accuracy ! ! !! 5%!Precision ! ! !! 3%!!Power ! ! !5 W!Weight ! ! !5 kg!Size ! ! ! !25 cm " 16 cm " 5 cm!Operation ! ! !unattended!!• Open-path, laser-based design critical for cloud-scale questions!
• Over 1000 flight hours, from the surface to stratosphere, Arctic to tropics to Antarctic!
(Zondlo et al., JGR-Atmos., 2010)!
![Page 5: Compact laser-based sensors for sUAS and their ......Only large UAVs (e.g. NASA Global Hawk, SIERRA) fly existing laser-based sensors To fully utilize UAV capabilities, need low power,](https://reader033.fdocuments.us/reader033/viewer/2022051807/6007bbcc993f6b36350970a3/html5/thumbnails/5.jpg)
Principles of detection: Beer-Lambert law"NO#P%%%%%%%%%%%%%Q%%02'%O<$O#PP%N+O#P%
where: ! I(#) is light intensity after absorption!! !Io(#) is incident light intensity!! !$(#) is absorbance!
N+%N%
%%%%%%%%%%%%%%%%%$O#P%Q%!OLP%3O#@L@CP%6%l !
where: !S(T) is the linestrength!! !g(#,T,P) is the normalized Voigt lineshape function!! !N is the absolute concentration!! !l is the pathlength!
%%Q%R+(0#"(&4%#4+--<-0#*+,%
NH3
*($
*$
S5%-)3,
&(%O&
4/K%"
,).-P%
Key innovations: Vertical cavity surface emitting lasers Quantum cascade lasers Interband cascade lasers Open-path spectroscopy (no pumps!) Multiharmonic in-line stability system %
![Page 6: Compact laser-based sensors for sUAS and their ......Only large UAVs (e.g. NASA Global Hawk, SIERRA) fly existing laser-based sensors To fully utilize UAV capabilities, need low power,](https://reader033.fdocuments.us/reader033/viewer/2022051807/6007bbcc993f6b36350970a3/html5/thumbnails/6.jpg)
VCSEL sensors on electric, robotic aircraft"•" • Test flights on electric TREX Align helicopter, on balsa wood plane!•" • Successfully flew three sensors (CH4, CO2, H2O)!•" • 1.0-2.2 kg incl. batteries and all data acquisition/laser control electronics!
9IT%-0,-+4%
U$&,!"#!$%&@%'"()#"!*"+,-+.@%S?=S%9&()/4&.0B%1).$%6A::8VWA8F!;X%-.B-K%
![Page 7: Compact laser-based sensors for sUAS and their ......Only large UAVs (e.g. NASA Global Hawk, SIERRA) fly existing laser-based sensors To fully utilize UAV capabilities, need low power,](https://reader033.fdocuments.us/reader033/viewer/2022051807/6007bbcc993f6b36350970a3/html5/thumbnails/7.jpg)
Specifica1ons Plane Payload
9 kg
Dura5on at Payload 20 min. Horizontal Range 50 km (line-‐of-‐sight) Ver5cal Range 0–5 km Airspeed 20-‐30 m·∙s−1 Opera5on Remote-‐controlled Data Serial ports
Flights at DISH, TX"
VCSEL CH4 sensor
-‐ Custom (Balsa wood) body frame -‐ Dual 5500 mAh LiPo ba^ery -‐ much higher drag on plane than heli
0.0003
0.00035
0.0004
0.00045
0.0005
0.00055
0.0006
0.00065
0.0007
0.00075
2f-‐m
ag. (a.u.)
VCSEL detuning
DISH > 20 ppmv
H2O
CH4
-‐0.0002
-‐0.00015
-‐0.0001
-‐0.00005
0
0.00005
0.0001
0.00015
0.0002
VCSEL detuning
Background ~ 1.9 ppmv
H2O CH4
2f-‐m
ag. (a.u.)
scan both water vapor and methane lines
simultaneously!
![Page 8: Compact laser-based sensors for sUAS and their ......Only large UAVs (e.g. NASA Global Hawk, SIERRA) fly existing laser-based sensors To fully utilize UAV capabilities, need low power,](https://reader033.fdocuments.us/reader033/viewer/2022051807/6007bbcc993f6b36350970a3/html5/thumbnails/8.jpg)
Preliminary results: DISH,TX "
8&9:0'&$;,,<=>$
?!6@$8('.9().'A$%.9&$$B*+"$C.)/&3D%
C40b)+"-(]%R0&-"40B%><S?%''Rb%9IT%B+1,1),B%+5%#+R'40--+4%-.&*+,%&.%&)4d0(B%600B0B%$)3$04%40-+("*+,%&,B%"'1),B8B+1,1),B%e)3$.-%.+%B04)b0%e"20-%C40b)+"-(]%R0&-"40B%><S?% %B+1,1),B%+5%#+R'40--+4%-.&*+,%&.%&)4d0(B%
![Page 9: Compact laser-based sensors for sUAS and their ......Only large UAVs (e.g. NASA Global Hawk, SIERRA) fly existing laser-based sensors To fully utilize UAV capabilities, need low power,](https://reader033.fdocuments.us/reader033/viewer/2022051807/6007bbcc993f6b36350970a3/html5/thumbnails/9.jpg)
What are the CH4 leak rates?"Leak rate !Area ! ! ! ! ! ! ! !Study!3-9% ! !industry-reported components ! !Howarth et al., 2011!3-7% ! !Denver-Julesberg basin! ! ! !Pétron et al., 2012!6-12% ! !Uinta (Utah) basin ! ! ! ! !Karion et al., 2013!0.3-0.5% !190 sites nationally ! ! ! ! !Allen et al., 2013!0.4-0.6% !national estimate ! ! ! ! !EPA 2011 national inventory!!!Brandt et al., 2014 è large values unlikely representative but must be larger than EPA!!Clearly, large discrepancies still exist: significant need to improve measurements!!
![Page 10: Compact laser-based sensors for sUAS and their ......Only large UAVs (e.g. NASA Global Hawk, SIERRA) fly existing laser-based sensors To fully utilize UAV capabilities, need low power,](https://reader033.fdocuments.us/reader033/viewer/2022051807/6007bbcc993f6b36350970a3/html5/thumbnails/10.jpg)
Experimental: UTD remote control aircraft / Princeton CH4"
Aircraft: Payload Master 100!!Payload mass: 5 kg!!Aircraft size: 2 m wingtip-to-wingtip!!Typical flight duration: 15 min.!!Flight speed: 20 m s-1"
!Ceiling: 400’ AGL!!Restrictions: Line-of-sight,!! !permission of landowner!
!Payload:!
! !Parameter !Precision !Accuracy !Freq. !Make/model!! !CH4 !! !! !0.1 ppmv !1% ! !10 Hz !Princeton!! !wind spd.! !0.1 knot !1 knot !10 Hz !New Mnt. Innovations NM150!! !wind dir. ! !1º ! !1.5º ! !10 Hz !New Mnt. Innovations NM150!! !pressure ! ! ! !1.5% !10 Hz !New Mnt. Innovations NM150!! !air temp. ! !0.1ºC !1.5ºC !10 Hz !New Mnt. Innovations NM150!! !position ! ! ! ! ! !1 Hz! !Garmin/Trimble!!!!Plane flies relatively fast at ~ 20 m s-1!!!
![Page 11: Compact laser-based sensors for sUAS and their ......Only large UAVs (e.g. NASA Global Hawk, SIERRA) fly existing laser-based sensors To fully utilize UAV capabilities, need low power,](https://reader033.fdocuments.us/reader033/viewer/2022051807/6007bbcc993f6b36350970a3/html5/thumbnails/11.jpg)
What are CH4 plume sizes and magnitudes from well pads?!What are the spatial and temporal characteristics of plumes?!What are the emissions of CH4 from these sources?!!!!!!!!!!!!!! focus on Ponder Compressor station in Dish, TX!
!30)E$C.)/&3D$%%?!6@$%.9&$%%2('D&)$!(<,)&%%()$+901('$%%%F&33(GH$$$$,)(,&)9F$3.'&%$
Scientific Objectives"
![Page 12: Compact laser-based sensors for sUAS and their ......Only large UAVs (e.g. NASA Global Hawk, SIERRA) fly existing laser-based sensors To fully utilize UAV capabilities, need low power,](https://reader033.fdocuments.us/reader033/viewer/2022051807/6007bbcc993f6b36350970a3/html5/thumbnails/12.jpg)
Preparing for Takeoff"
![Page 13: Compact laser-based sensors for sUAS and their ......Only large UAVs (e.g. NASA Global Hawk, SIERRA) fly existing laser-based sensors To fully utilize UAV capabilities, need low power,](https://reader033.fdocuments.us/reader033/viewer/2022051807/6007bbcc993f6b36350970a3/html5/thumbnails/13.jpg)
Searching the sky for CH4"
![Page 14: Compact laser-based sensors for sUAS and their ......Only large UAVs (e.g. NASA Global Hawk, SIERRA) fly existing laser-based sensors To fully utilize UAV capabilities, need low power,](https://reader033.fdocuments.us/reader033/viewer/2022051807/6007bbcc993f6b36350970a3/html5/thumbnails/14.jpg)
Safe landing and storage"
![Page 15: Compact laser-based sensors for sUAS and their ......Only large UAVs (e.g. NASA Global Hawk, SIERRA) fly existing laser-based sensors To fully utilize UAV capabilities, need low power,](https://reader033.fdocuments.us/reader033/viewer/2022051807/6007bbcc993f6b36350970a3/html5/thumbnails/15.jpg)
!• intercompared with LICOR before every flight!!• 1σ noise ~ 0.05 ppmv!!• LICOR calibrated with NOAA GMD standard prior/after campaign!!• for large plumes, this level of precision and accuracy is sufficient (not looking at small changes above background!)!!• accuracy ~ 3%, some spatial
!differences between sensors!
Intercomparison with LICOR"
![Page 16: Compact laser-based sensors for sUAS and their ......Only large UAVs (e.g. NASA Global Hawk, SIERRA) fly existing laser-based sensors To fully utilize UAV capabilities, need low power,](https://reader033.fdocuments.us/reader033/viewer/2022051807/6007bbcc993f6b36350970a3/html5/thumbnails/16.jpg)
Operations summary"Oct. 14-16: rain prevented check flights!Oct. 17: engineering check flight!Oct. 18, 21: broke front landing gear!Oct. 19-21: further CH4 sensor modifications!!!
%%
![Page 17: Compact laser-based sensors for sUAS and their ......Only large UAVs (e.g. NASA Global Hawk, SIERRA) fly existing laser-based sensors To fully utilize UAV capabilities, need low power,](https://reader033.fdocuments.us/reader033/viewer/2022051807/6007bbcc993f6b36350970a3/html5/thumbnails/17.jpg)
Example: Flight 23"
![Page 18: Compact laser-based sensors for sUAS and their ......Only large UAVs (e.g. NASA Global Hawk, SIERRA) fly existing laser-based sensors To fully utilize UAV capabilities, need low power,](https://reader033.fdocuments.us/reader033/viewer/2022051807/6007bbcc993f6b36350970a3/html5/thumbnails/18.jpg)
Flight 23 CH4 vertical profile: two elevated plumes"
![Page 19: Compact laser-based sensors for sUAS and their ......Only large UAVs (e.g. NASA Global Hawk, SIERRA) fly existing laser-based sensors To fully utilize UAV capabilities, need low power,](https://reader033.fdocuments.us/reader033/viewer/2022051807/6007bbcc993f6b36350970a3/html5/thumbnails/19.jpg)
Flight 23: timeseries of multiple plumes"
most plumes 1-2 s in duration (30 m width) – need for fast measurements!
![Page 20: Compact laser-based sensors for sUAS and their ......Only large UAVs (e.g. NASA Global Hawk, SIERRA) fly existing laser-based sensors To fully utilize UAV capabilities, need low power,](https://reader033.fdocuments.us/reader033/viewer/2022051807/6007bbcc993f6b36350970a3/html5/thumbnails/20.jpg)
10 Hz measurements of two plumes"
• very small!
![Page 21: Compact laser-based sensors for sUAS and their ......Only large UAVs (e.g. NASA Global Hawk, SIERRA) fly existing laser-based sensors To fully utilize UAV capabilities, need low power,](https://reader033.fdocuments.us/reader033/viewer/2022051807/6007bbcc993f6b36350970a3/html5/thumbnails/21.jpg)
Another very fine plume with ~ few m resolution"
9"
8"
7"
6"
5"
4"
3"
2"
CH4"(pp
mv)"
![Page 22: Compact laser-based sensors for sUAS and their ......Only large UAVs (e.g. NASA Global Hawk, SIERRA) fly existing laser-based sensors To fully utilize UAV capabilities, need low power,](https://reader033.fdocuments.us/reader033/viewer/2022051807/6007bbcc993f6b36350970a3/html5/thumbnails/22.jpg)
Calculating flux across surface perpendicular to wind"
G4)B%.+%-"45�%B+1,1),B%+5%-+"4#0%%1$040%%f9g)h%)-%9IT%&.%0&#$%34)B'+),.%f9g/%)-%.$0%R0&,%/&#J34+",B%i)h%)-%.$0%'04'0,B)#"(&4%1),B%-'00B%%34)BB0B%.+%c%Z%2%=?%R%34)B%40-+("*+,%%%%W&]-%0.%&(K%fS??Yg%%%%%
)hf9g
![Page 23: Compact laser-based sensors for sUAS and their ......Only large UAVs (e.g. NASA Global Hawk, SIERRA) fly existing laser-based sensors To fully utilize UAV capabilities, need low power,](https://reader033.fdocuments.us/reader033/viewer/2022051807/6007bbcc993f6b36350970a3/html5/thumbnails/23.jpg)
Flight 23: lofted and surface plume"
Total Flux = 15.31 g/s
Plume Flux = 3.41 g/s
Plume Flux = 2.62 g/s
Very narrow, lojed and surface plumes observed downwind of compressor sta*on Emissions consistent with detailed leak flange/stack emissions inside sta*on (8 g CH4 s-‐1) Future flights require autopilot for more systema*c sampling
![Page 24: Compact laser-based sensors for sUAS and their ......Only large UAVs (e.g. NASA Global Hawk, SIERRA) fly existing laser-based sensors To fully utilize UAV capabilities, need low power,](https://reader033.fdocuments.us/reader033/viewer/2022051807/6007bbcc993f6b36350970a3/html5/thumbnails/24.jpg)
sUAS-based CH4 environmental sensing outlook"• 1.65 µm laser-based sUAS CH4 sensor shows excellent in-flight performance!
! !<3% accuracy!! !2 ppbv precision in-flight!! !2-15 W power, 2-3 kg mass!! !fast response (10 Hz)!
!• fast response critical to capture fine-scale,!
!near-field plumes (10-20 m width)!!• mean emission=18 g ± 7.4 g CH4 s-1 at Ponder!
!!!• lofted plumes point to difficulties of mobile,!
!drive-by approaches to estimates!!• laser-based sensors for s-UAS have wide!
!applicability in natural gas leak detection and environmental sensing! ongoing: 1.65 µm!3.27 µm laser, 100X more sensitive (smaller, lighter)!
![Page 25: Compact laser-based sensors for sUAS and their ......Only large UAVs (e.g. NASA Global Hawk, SIERRA) fly existing laser-based sensors To fully utilize UAV capabilities, need low power,](https://reader033.fdocuments.us/reader033/viewer/2022051807/6007bbcc993f6b36350970a3/html5/thumbnails/25.jpg)