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Hydrodynamic modeling and resource-device
suitability analysis of Northern Luzon, Philippines
for tidal stream energy resource assessment
OLIVER DAN G. DE LUNA
Training Center for Applied Geodesy and Photogrammetry
University of the Philippines, Diliman, Quezon City
ogdeluna@up.edu.ph
Delft Software Days 2016
Delft, The Netherlands
November 1, 2016
1
BORACAY ISLAND
BEACH 2
BORACAY ISLAND
BEACH
3
CORON
ISLAND
4
CORON
ISLAND
5
MASUNGI
GEORESERVE 6
MASUNGI
GEORESERVE
7
DONSOL
DIVING
8
DONSOL
DIVING
9
PALAWAN ISLAND
UNDERGROUND RIVER
10
11
MANILA
WALLED CITY
12
MANILA
BONIFACIO GLOBAL CITY
13
MANILA
BONIFACIO GLOBAL CITY
14
15
16
The PHILIPPINES
7,100 islands
1,000 islands are populated
11 islands make up 95% of landmass
300,000 m2 land mass
36,289 km coastline
17
18
RENEWABLE ENERGY
IN THE PHILIPPINES
Oil Based
19%
Hydro
19%
Geothermal
10%
Coal
32%
New RE
5%
Natural Gas
15%
Installed Generating Capacity in 2015 (MW)
TOTAL
18,765
RE Total
6,330 (33.7%)
2015 Philippine Power Statistics
19
Total Power Generation in 2015 (GWh)
RE Total
20,963 (25.4%)
2015 Philippine Power Statistics
Oil Based
7%
Hydro
10%
Geothermal
13%
Coal
45%
Other RE
(Wind, Solar,
Biomass)
2%
Natural Gas
23%
TOTAL
82,413
20
DOE Circular No. DC2015-07-0014
TARGET
15,304 MW RE resources in installed capacity by 2030
6,330 MW as of 2015
Circular signed June 26, 2015
21
Tidal Energy Potential Sites (Department of Energy)
1. Bohol/Talibon Strait
2. Basiao Channel
3. Surigao Strait
4. Gaboc Channel
5. Hinatuan Passage
6. San Bernardino Strait
7. Basilan Strait
8. San Juanico Strait
In the Philippines, efforts in tidal energy
assessment is in its pioneering stage.
22
Ocean energy technology readiness Lifted from IRENA August 2014 Report “Ocean Energy”
23
Tidal Current Energy Integrated Resource Assessment and Spatial Planning Tool
Training Center for Applied Geodesy and Photogrammetry
MH 406 Melchor Hall, College of Engineering
University of the Philippines Diliman, Quezon City
Department of Science and Technology
Philippine Council for Industry, Energy and Emerging Technology
for Research and Development (PCIEERD)
Republic of the Philippines
U.P. Marine Science Institute
University of the Philippines Diliman, Quezon City
U.P. Department of Mechanical Engineering
University of the Philippines Diliman, Quezon City
24
RESOURCE-DEVICE
SUITABILITY ANALYSIS
Environmental Impact
Assessment Protocol
SITE SUITABILITY
ANALYSIS
RESOURCE
ASSESSMENT
Hydrodynamic Modeling
(Delft3D-FLOW)
WEB-GIS
TOOL
25
26
RESOURCE ASSESSMENT
Delft3D-FLOW
SOFTWARE
GRID-GENERATION
SOFTWARE
(RGFGRID)
DEPTH-GENERATION
SOFTWARE (QUICKIN)
TIDAL MODEL
DRIVER SOFTWARE
Numerical Grid
- Grid file (.grd)
- Enclosure File (.enc)
Location Depth
- xyz File (text file)
Bathymetry
- Depth File (.dep)
Tidal Solution Database
- Netcdf file (.nc)
Boundary Definition
- Boundary Definition File (.bnd)
Boundary Conditions
- B.C. File (.bca)
Observation Points
- Observation File (.obs)
USER
Time Frame
and Physical
Parameters
IHO,
IN-SITU
GEBCO
Regional
Tidal Solution:
China Sea
Output
Data File
Validation
27
Hydrodynamic Modeling
Grid Resolution:
1 km x 1 km
Data Resolution:
60 minutes
Simulation Period:
1 year
LUZON
VISAYAS
MINDANAO
Palawan
Island
28
-0.4
-0.3
-0.2
-0.1
0
0.1
0.2
0.3
0.4
0.5
-0.4 -0.3 -0.2 -0.1 0 0.1 0.2 0.3 0.4 0.5
WaterLevelfromDelft3D,m
Water Level from IHO Station, m
Nagabungan Iloco
R2 = 0.904364
RMSE = 0.0540
Delft3D
IHO
29
-0.6
-0.4
-0.2
0
0.2
0.4
0.6
-0.6 -0.4 -0.2 0 0.2 0.4 0.6
WaterLevelfromDelft3D,m
Water Level from IHO Station, m
Musa Bay
R2 = 0.967227
RMSE = 0.0412
Delft3D
IHO
30
-1
-0.8
-0.6
-0.4
-0.2
0
0.2
0.4
0.6
0.8
-1 -0.8 -0.6 -0.4 -0.2 0 0.2 0.4 0.6 0.8
WaterLevelfromDelft3D,m
Water Level from IHO Station, m
Port San Vicente
R2 = 0.942215
RMSE = 0.0845
Delft3D
IHO
31
-1
-0.8
-0.6
-0.4
-0.2
0
0.2
0.4
0.6
0.8
-1 -0.8 -0.6 -0.4 -0.2 0 0.2 0.4 0.6 0.8
WaterLevelfromDelft3D,m
Water Level from IHO Station, m
Patunungan Bay
R2 = 0.972760
RMSE = 0.0612
Delft3D
IHO
32
-1.1
-0.6
-0.1
0.4
0.9
-1.1 -0.6 -0.1 0.4 0.9
WaterLevelfromDelft3D,m
Water Level from IHO Station, m
Port Bicobian
R2 = 0.980530
RMSE = 0.0567
Delft3D
IHO
33
-1.2
-0.7
-0.2
0.3
0.8
-1.2 -0.7 -0.2 0.3 0.8
WaterLevelfromDelft3D,m
Water Level from IHO Station, m
R2 = 0.963197
RMSE = 0.0612
34
35
Annual
Available Energy
Density Map
North Luzon
N. Mavudis Island
20.98o N, 121.90o E
1.82 GWh/m2
S.E. Dinem Island
20.62o N, 121.98o E
1.96 GWh/m2
S. Balintang Island
19.90o N, 122.15o E
1.87 GWh/m2
Luzon Strait #1
19.66o N, 121.47o E
2.60 GWh/m2
S. BALINTANG ISLAND
S.E. DINEM ISLAND
N. MAVUDIS ISLAND
LUZON STRAIT #1
,0.10
,0.12
,0.14
,0.16
,0.18
,0.20
,0.22
,0.24
0.5
0.55
0.6
0.65
0.7
0.75
0.8
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
MeanSpeed(m/s)
,0.10
,0.12
,0.14
,0.16
,0.18
,0.20
,0.22
,0.24
0.5
0.55
0.6
0.65
0.7
0.75
0.8
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
MeanSpeed(m/s)
,0.10
,0.12
,0.14
,0.16
,0.18
,0.20
,0.22
,0.24
0.5
0.55
0.6
0.65
0.7
0.75
0.8
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
AvailableEnergy(MWh/sqm)
,0.10
,0.12
,0.14
,0.16
,0.18
,0.20
,0.22
,0.24
0.5
0.55
0.6
0.65
0.7
0.75
0.8
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
AvailableEnergy(MWh/sqm)
36
37
N N
N N
Site 1: Luzon Straight #1 Site 2: S.E. Dinem Island
Site 3: S. Balintang Island
Site 4: N. Mavudis Island
1
2
3
4
38
39
RESOURCE-DEVICE
SUITABILITY ANALYSIS
HS100 (1000 kW)
Hammerfest Strøm (Norway)
[Axial Flow]
EnCurrent005 (5 kW)
New Energy Corporation (Canada)
[Cross-Flow] 40
Device Rated Power (kW) Rated Speed (m/s) Cut-in Speed (m/s) Cut-out Speed (m/s) Technology Developer*
HS1000 1,500 3.00 1.10 4.60 Hammerfest Strøm
AR1000 1,000 3.00 0.60 4.50 Atlantis Resources Corporation
MCTSeagen 2,500 3.00 0.70 4.00 Siemens/Marine Current Turbines
CorMat 500 3.00 1.00 3.50 Nautricity
EvopodE35 35 2.00 0.70 3.20 Oceanflow Energy Limited
EvopodE1000 1,000 4.00 0.70 4.20 Oceanflow Energy Limited
OpenCenter 250 3.00 0.70 4.00 OpenHydro
TocardoT100 43 2.00 0.40 4.00 Tocardo International BV
TocardoT200 87 2.00 0.40 4.00 Tocardo International BV
KPHS5mDia 85 3.00 0.70 4.00 Veradant Power, Inc.
KPHS10mDia 500 3.00 0.70 4.00 Veradant Power, Inc.
HyTide 500 3.00 1.00 5.00 Voith Hydro Ocean Current Technologies
SIT3m 70 4.00 0.90 6.75 Schottel Hydro
SIT4m 62 3.00 0.80 6.00 Schottel Hydro
SIT5m 54 3.00 0.70 4.60 Schottel Hydro
DeepGreen 500 2.00 0.50 4.00 Minesto AB
CC050A 125 3.00 1.00 4.10 Clean Current Power Systems, Inc.
ENCO25F4 25 3.00 1.50 4.00 New Energy Corporation, Inc.
ENCO10F4 10 3.00 1.50 4.00 New Energy Corporation, Inc.
ENCO05F4 5 3.00 1.50 4.00 New Energy Corporation, Inc.
*developers shortlisted by International Renewable Energy Agency (IRENA) [28]
41
1
2
3
4
42
𝐴𝐹 =
𝑡 𝑎
𝑇
Availability Factor
43
1
2
3
4
𝐴𝐹 =
𝑡 𝑎
𝑇
𝐶𝐹 =
𝐸𝑔
𝐸 𝐶
Availability Factor
Capacity Factor
44
45
𝐶𝐹 =
𝐸𝑔
𝐸 𝐶
Capacity Factor
46
1
2
3
4
𝐴𝐹 =
𝑡 𝑎
𝑇
𝐶𝐹 =
𝐸𝑔
𝐸 𝐶
Availability Factor
Capacity Factor
47
Device Name
Rated
Power (kW)
Rated Speed
(m/s)
Cut-in Speed
(m/s)
Cut-out
Speed (m/s)
Annual Energy
Yield (kWh)
CF AF
Deep Green 500 2.00 0.50 4.00 577,104 13.14 % 65.78 %
TocardoT200 87 2.00 0.40 4.00 55,797 7.30 % 74.94 %
TocardoT100 43 2.00 0.40 4.00 27,177 7.20 % 74.94 %
Performance parameters of the top 3
devices for Luzon Strait #1
1
2
3
4
48
1
2
3
4
49
1
2
3
4
50
1
2
3
4
51
1
2
3
4
52
1
2
3
4
53
Site Device Name
Rated
Power
(kW)
Rated
Speed
(m/s)
Cut-in
Speed
(m/s)
Cut-out Speed
(m/s)
Annual
Energy Yield
(kWh)
CF AF
1
Deep Green 500 2.00 0.50 4.00 577,104 13.14 % 65.78 %
TocardoT200 87 2.00 0.40 4.00 55,797 7.30 % 74.94 %
TocardoT100 43 2.00 0.40 4.00 27,177 7.20 % 74.94 %
2
Deep Green 500 2.00 0.50 4.00 427,927 9.74 % 65.78 %
TocardoT200 87 2.00 0.40 4.00 42,176 7.30 % 74.94 %
TocardoT100 43 2.00 0.40 4.00 20,494 7.20 % 74.94 %
3
Deep Green 500 2.00 0.50 4.00 407,687 9.28% 58.04%
TocardoT200 87 2.00 0.40 4.00 40,144 5.25% 68.52%
TocardoT100 43 2.00 0.40 4.00 19,497 5.16% 68.52%
4
Deep Green 500 2.00 0.50 4.00 395,354 9.00% 59.38%
TocardoT200 87 2.00 0.40 4.00 39,066 5.11% 70.34%
TocardoT100 43 2.00 0.40 4.00 18,972 5.02% 70.34%
54
55
PROJECT PROGRESS
MODELING DOMAIN (11 Subdomains)
Total 74 IHO Stations
𝑅2
≥ 0.90
- 39 Stations
0.80 ≤ 𝑅2
< 0.90
- 18 Stations
𝑅2
< 0.80
- 17 Stations
* For further
validation with in-situ
data measurements
56
RESOURCE
ASSESSMENT
IN-SITU DATA MEASUREMENT 57
WEB-GIS TOOL
Monthly Site Power Graph
Site Velocity Histogram
58
Tidal Current Energy Integrated Resource Assessment and Spatial Planning Tool
Training Center for Applied Geodesy and Photogrammetry
MH 406 Melchor Hall, College of Engineering
University of the Philippines Diliman, Quezon City
Department of Science and Technology
Philippine Council for Industry, Energy and Emerging Technology
for Research and Development (PCIEERD)
Republic of the Philippines
U.P. Marine Science Institute
University of the Philippines Diliman, Quezon City
U.P. Department of Mechanical Engineering
University of the Philippines Diliman, Quezon City
59
60THANK YOU

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DSD-INT 2016 Hydrodynamic modeling and resource-device suitability analysis of Northern Luzon - de Luna

  • 1. Hydrodynamic modeling and resource-device suitability analysis of Northern Luzon, Philippines for tidal stream energy resource assessment OLIVER DAN G. DE LUNA Training Center for Applied Geodesy and Photogrammetry University of the Philippines, Diliman, Quezon City ogdeluna@up.edu.ph Delft Software Days 2016 Delft, The Netherlands November 1, 2016 1
  • 11. 11
  • 15. 15
  • 16. 16
  • 17. The PHILIPPINES 7,100 islands 1,000 islands are populated 11 islands make up 95% of landmass 300,000 m2 land mass 36,289 km coastline 17
  • 19. Oil Based 19% Hydro 19% Geothermal 10% Coal 32% New RE 5% Natural Gas 15% Installed Generating Capacity in 2015 (MW) TOTAL 18,765 RE Total 6,330 (33.7%) 2015 Philippine Power Statistics 19
  • 20. Total Power Generation in 2015 (GWh) RE Total 20,963 (25.4%) 2015 Philippine Power Statistics Oil Based 7% Hydro 10% Geothermal 13% Coal 45% Other RE (Wind, Solar, Biomass) 2% Natural Gas 23% TOTAL 82,413 20
  • 21. DOE Circular No. DC2015-07-0014 TARGET 15,304 MW RE resources in installed capacity by 2030 6,330 MW as of 2015 Circular signed June 26, 2015 21
  • 22. Tidal Energy Potential Sites (Department of Energy) 1. Bohol/Talibon Strait 2. Basiao Channel 3. Surigao Strait 4. Gaboc Channel 5. Hinatuan Passage 6. San Bernardino Strait 7. Basilan Strait 8. San Juanico Strait In the Philippines, efforts in tidal energy assessment is in its pioneering stage. 22
  • 23. Ocean energy technology readiness Lifted from IRENA August 2014 Report “Ocean Energy” 23
  • 24. Tidal Current Energy Integrated Resource Assessment and Spatial Planning Tool Training Center for Applied Geodesy and Photogrammetry MH 406 Melchor Hall, College of Engineering University of the Philippines Diliman, Quezon City Department of Science and Technology Philippine Council for Industry, Energy and Emerging Technology for Research and Development (PCIEERD) Republic of the Philippines U.P. Marine Science Institute University of the Philippines Diliman, Quezon City U.P. Department of Mechanical Engineering University of the Philippines Diliman, Quezon City 24
  • 25. RESOURCE-DEVICE SUITABILITY ANALYSIS Environmental Impact Assessment Protocol SITE SUITABILITY ANALYSIS RESOURCE ASSESSMENT Hydrodynamic Modeling (Delft3D-FLOW) WEB-GIS TOOL 25
  • 27. Delft3D-FLOW SOFTWARE GRID-GENERATION SOFTWARE (RGFGRID) DEPTH-GENERATION SOFTWARE (QUICKIN) TIDAL MODEL DRIVER SOFTWARE Numerical Grid - Grid file (.grd) - Enclosure File (.enc) Location Depth - xyz File (text file) Bathymetry - Depth File (.dep) Tidal Solution Database - Netcdf file (.nc) Boundary Definition - Boundary Definition File (.bnd) Boundary Conditions - B.C. File (.bca) Observation Points - Observation File (.obs) USER Time Frame and Physical Parameters IHO, IN-SITU GEBCO Regional Tidal Solution: China Sea Output Data File Validation 27 Hydrodynamic Modeling
  • 28. Grid Resolution: 1 km x 1 km Data Resolution: 60 minutes Simulation Period: 1 year LUZON VISAYAS MINDANAO Palawan Island 28
  • 29. -0.4 -0.3 -0.2 -0.1 0 0.1 0.2 0.3 0.4 0.5 -0.4 -0.3 -0.2 -0.1 0 0.1 0.2 0.3 0.4 0.5 WaterLevelfromDelft3D,m Water Level from IHO Station, m Nagabungan Iloco R2 = 0.904364 RMSE = 0.0540 Delft3D IHO 29
  • 30. -0.6 -0.4 -0.2 0 0.2 0.4 0.6 -0.6 -0.4 -0.2 0 0.2 0.4 0.6 WaterLevelfromDelft3D,m Water Level from IHO Station, m Musa Bay R2 = 0.967227 RMSE = 0.0412 Delft3D IHO 30
  • 31. -1 -0.8 -0.6 -0.4 -0.2 0 0.2 0.4 0.6 0.8 -1 -0.8 -0.6 -0.4 -0.2 0 0.2 0.4 0.6 0.8 WaterLevelfromDelft3D,m Water Level from IHO Station, m Port San Vicente R2 = 0.942215 RMSE = 0.0845 Delft3D IHO 31
  • 32. -1 -0.8 -0.6 -0.4 -0.2 0 0.2 0.4 0.6 0.8 -1 -0.8 -0.6 -0.4 -0.2 0 0.2 0.4 0.6 0.8 WaterLevelfromDelft3D,m Water Level from IHO Station, m Patunungan Bay R2 = 0.972760 RMSE = 0.0612 Delft3D IHO 32
  • 33. -1.1 -0.6 -0.1 0.4 0.9 -1.1 -0.6 -0.1 0.4 0.9 WaterLevelfromDelft3D,m Water Level from IHO Station, m Port Bicobian R2 = 0.980530 RMSE = 0.0567 Delft3D IHO 33
  • 34. -1.2 -0.7 -0.2 0.3 0.8 -1.2 -0.7 -0.2 0.3 0.8 WaterLevelfromDelft3D,m Water Level from IHO Station, m R2 = 0.963197 RMSE = 0.0612 34
  • 36. N. Mavudis Island 20.98o N, 121.90o E 1.82 GWh/m2 S.E. Dinem Island 20.62o N, 121.98o E 1.96 GWh/m2 S. Balintang Island 19.90o N, 122.15o E 1.87 GWh/m2 Luzon Strait #1 19.66o N, 121.47o E 2.60 GWh/m2 S. BALINTANG ISLAND S.E. DINEM ISLAND N. MAVUDIS ISLAND LUZON STRAIT #1 ,0.10 ,0.12 ,0.14 ,0.16 ,0.18 ,0.20 ,0.22 ,0.24 0.5 0.55 0.6 0.65 0.7 0.75 0.8 Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec MeanSpeed(m/s) ,0.10 ,0.12 ,0.14 ,0.16 ,0.18 ,0.20 ,0.22 ,0.24 0.5 0.55 0.6 0.65 0.7 0.75 0.8 Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec MeanSpeed(m/s) ,0.10 ,0.12 ,0.14 ,0.16 ,0.18 ,0.20 ,0.22 ,0.24 0.5 0.55 0.6 0.65 0.7 0.75 0.8 Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec AvailableEnergy(MWh/sqm) ,0.10 ,0.12 ,0.14 ,0.16 ,0.18 ,0.20 ,0.22 ,0.24 0.5 0.55 0.6 0.65 0.7 0.75 0.8 Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec AvailableEnergy(MWh/sqm) 36
  • 37. 37
  • 38. N N N N Site 1: Luzon Straight #1 Site 2: S.E. Dinem Island Site 3: S. Balintang Island Site 4: N. Mavudis Island 1 2 3 4 38
  • 40. HS100 (1000 kW) Hammerfest Strøm (Norway) [Axial Flow] EnCurrent005 (5 kW) New Energy Corporation (Canada) [Cross-Flow] 40
  • 41. Device Rated Power (kW) Rated Speed (m/s) Cut-in Speed (m/s) Cut-out Speed (m/s) Technology Developer* HS1000 1,500 3.00 1.10 4.60 Hammerfest Strøm AR1000 1,000 3.00 0.60 4.50 Atlantis Resources Corporation MCTSeagen 2,500 3.00 0.70 4.00 Siemens/Marine Current Turbines CorMat 500 3.00 1.00 3.50 Nautricity EvopodE35 35 2.00 0.70 3.20 Oceanflow Energy Limited EvopodE1000 1,000 4.00 0.70 4.20 Oceanflow Energy Limited OpenCenter 250 3.00 0.70 4.00 OpenHydro TocardoT100 43 2.00 0.40 4.00 Tocardo International BV TocardoT200 87 2.00 0.40 4.00 Tocardo International BV KPHS5mDia 85 3.00 0.70 4.00 Veradant Power, Inc. KPHS10mDia 500 3.00 0.70 4.00 Veradant Power, Inc. HyTide 500 3.00 1.00 5.00 Voith Hydro Ocean Current Technologies SIT3m 70 4.00 0.90 6.75 Schottel Hydro SIT4m 62 3.00 0.80 6.00 Schottel Hydro SIT5m 54 3.00 0.70 4.60 Schottel Hydro DeepGreen 500 2.00 0.50 4.00 Minesto AB CC050A 125 3.00 1.00 4.10 Clean Current Power Systems, Inc. ENCO25F4 25 3.00 1.50 4.00 New Energy Corporation, Inc. ENCO10F4 10 3.00 1.50 4.00 New Energy Corporation, Inc. ENCO05F4 5 3.00 1.50 4.00 New Energy Corporation, Inc. *developers shortlisted by International Renewable Energy Agency (IRENA) [28] 41
  • 44. 𝐴𝐹 = 𝑡 𝑎 𝑇 𝐶𝐹 = 𝐸𝑔 𝐸 𝐶 Availability Factor Capacity Factor 44
  • 45. 45
  • 47. 𝐴𝐹 = 𝑡 𝑎 𝑇 𝐶𝐹 = 𝐸𝑔 𝐸 𝐶 Availability Factor Capacity Factor 47
  • 48. Device Name Rated Power (kW) Rated Speed (m/s) Cut-in Speed (m/s) Cut-out Speed (m/s) Annual Energy Yield (kWh) CF AF Deep Green 500 2.00 0.50 4.00 577,104 13.14 % 65.78 % TocardoT200 87 2.00 0.40 4.00 55,797 7.30 % 74.94 % TocardoT100 43 2.00 0.40 4.00 27,177 7.20 % 74.94 % Performance parameters of the top 3 devices for Luzon Strait #1 1 2 3 4 48
  • 54. Site Device Name Rated Power (kW) Rated Speed (m/s) Cut-in Speed (m/s) Cut-out Speed (m/s) Annual Energy Yield (kWh) CF AF 1 Deep Green 500 2.00 0.50 4.00 577,104 13.14 % 65.78 % TocardoT200 87 2.00 0.40 4.00 55,797 7.30 % 74.94 % TocardoT100 43 2.00 0.40 4.00 27,177 7.20 % 74.94 % 2 Deep Green 500 2.00 0.50 4.00 427,927 9.74 % 65.78 % TocardoT200 87 2.00 0.40 4.00 42,176 7.30 % 74.94 % TocardoT100 43 2.00 0.40 4.00 20,494 7.20 % 74.94 % 3 Deep Green 500 2.00 0.50 4.00 407,687 9.28% 58.04% TocardoT200 87 2.00 0.40 4.00 40,144 5.25% 68.52% TocardoT100 43 2.00 0.40 4.00 19,497 5.16% 68.52% 4 Deep Green 500 2.00 0.50 4.00 395,354 9.00% 59.38% TocardoT200 87 2.00 0.40 4.00 39,066 5.11% 70.34% TocardoT100 43 2.00 0.40 4.00 18,972 5.02% 70.34% 54
  • 56. MODELING DOMAIN (11 Subdomains) Total 74 IHO Stations 𝑅2 ≥ 0.90 - 39 Stations 0.80 ≤ 𝑅2 < 0.90 - 18 Stations 𝑅2 < 0.80 - 17 Stations * For further validation with in-situ data measurements 56 RESOURCE ASSESSMENT
  • 58. WEB-GIS TOOL Monthly Site Power Graph Site Velocity Histogram 58
  • 59. Tidal Current Energy Integrated Resource Assessment and Spatial Planning Tool Training Center for Applied Geodesy and Photogrammetry MH 406 Melchor Hall, College of Engineering University of the Philippines Diliman, Quezon City Department of Science and Technology Philippine Council for Industry, Energy and Emerging Technology for Research and Development (PCIEERD) Republic of the Philippines U.P. Marine Science Institute University of the Philippines Diliman, Quezon City U.P. Department of Mechanical Engineering University of the Philippines Diliman, Quezon City 59