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Solar Power Project Development - firstgreen.co fileNASA’s Surface Meteorology and Solar Energy data set. ... Satellite-derived geospatial solar data products ... Energy Yield Prediction

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Page 1: Solar Power Project Development - firstgreen.co fileNASA’s Surface Meteorology and Solar Energy data set. ... Satellite-derived geospatial solar data products ... Energy Yield Prediction

Organizers Firstgreen Consulting Pvt Ltd

MNIT Jaipur

Solar Power Project Development

One week training course certified by NISE

Solar Resource Assessment

Page 2: Solar Power Project Development - firstgreen.co fileNASA’s Surface Meteorology and Solar Energy data set. ... Satellite-derived geospatial solar data products ... Energy Yield Prediction

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Solar Radiation Components

Page 3: Solar Power Project Development - firstgreen.co fileNASA’s Surface Meteorology and Solar Energy data set. ... Satellite-derived geospatial solar data products ... Energy Yield Prediction

Average GHI in India Average DNI in India

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Average GHI and DNI In India

Page 4: Solar Power Project Development - firstgreen.co fileNASA’s Surface Meteorology and Solar Energy data set. ... Satellite-derived geospatial solar data products ... Energy Yield Prediction

● Thermal Pyranometers – These are also knownas solarimeters and typically consist of a blackmetal plate absorber surface below twohemispherical glass domes in a white metalhousing.

● Solar irradiance warms up the metal plate inproportion to its intensity

● Silicon Sensors – These are cheaper thanpyranometers and consist of a PV cell, oftenusing crystalline silicon.

● The current delivered is proportional to theirradiance.

● Well maintained land-based sensors canmeasure the solar resource with a relativeaccuracy of 3-5%.

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Land Based Measurement

Page 5: Solar Power Project Development - firstgreen.co fileNASA’s Surface Meteorology and Solar Energy data set. ... Satellite-derived geospatial solar data products ... Energy Yield Prediction

On‐site monitoring Accurate Representation of the Project Site Customizable for Various Technologies (e.g., PV or CSP)

and Various Users Flexible Equipment Options and Costs Small Environmental Footprint Straight‐Forward Installation & Operation Self‐Contained Communications and Power Supply

Maintenance Regular Schedule Clean and Level Instrumentation Verify Site Security and Overall Conditions

Data Validation and Quality Control Regular System and Data Inspection Comparison with Reference Data Extreme or Suspect Values

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Land Based Measurement

Page 6: Solar Power Project Development - firstgreen.co fileNASA’s Surface Meteorology and Solar Energy data set. ... Satellite-derived geospatial solar data products ... Energy Yield Prediction

● Site Description● Solar Statistics● Meteorological Statistics● Monthly and Diurnal Trends● O&M Summary

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Data Summaries

Page 7: Solar Power Project Development - firstgreen.co fileNASA’s Surface Meteorology and Solar Energy data set. ... Satellite-derived geospatial solar data products ... Energy Yield Prediction

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Investment Grade Solar Resource Assessment

Page 8: Solar Power Project Development - firstgreen.co fileNASA’s Surface Meteorology and Solar Energy data set. ... Satellite-derived geospatial solar data products ... Energy Yield Prediction

● Site Location and Exposure● Proximity to Project Site● Reference Station● Period of Record● Data Trends● Data Recovery Rate● Site Maintenance● Instrument Calibration● Correlation Between Sites

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Off Site Data

Page 9: Solar Power Project Development - firstgreen.co fileNASA’s Surface Meteorology and Solar Energy data set. ... Satellite-derived geospatial solar data products ... Energy Yield Prediction

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Adjusting to the Long Term

Page 10: Solar Power Project Development - firstgreen.co fileNASA’s Surface Meteorology and Solar Energy data set. ... Satellite-derived geospatial solar data products ... Energy Yield Prediction

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Data Uncertainty

Page 11: Solar Power Project Development - firstgreen.co fileNASA’s Surface Meteorology and Solar Energy data set. ... Satellite-derived geospatial solar data products ... Energy Yield Prediction

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Uncertainty in Long Term Projections

Page 12: Solar Power Project Development - firstgreen.co fileNASA’s Surface Meteorology and Solar Energy data set. ... Satellite-derived geospatial solar data products ... Energy Yield Prediction

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Uncertainty in Energy Yield Prediction

Page 13: Solar Power Project Development - firstgreen.co fileNASA’s Surface Meteorology and Solar Energy data set. ... Satellite-derived geospatial solar data products ... Energy Yield Prediction

● India Meteorological Department data from 23field stations of the radiation network,measured from 1986.

● NASA’s Surface Meteorology and SolarEnergy data set. This holds satellite – derivedmonthly data for a grid of 1°x1° covering theglobe from 1984.

● The METEONORM global climatologicaldatabase and synthetic weather generator.This contains a database of ground stationmeasurements of irradiation and temperature.In cases where a site is over 20 km from thenearest measurement station.

● Satellite-derived geospatial solar data productsfrom the United States-based NREL. Annualaverage DNI and GHI, latitude tilt, and diffusedata are available at 10 km resolution for India,

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Data Sources for Solar Radiation

Page 14: Solar Power Project Development - firstgreen.co fileNASA’s Surface Meteorology and Solar Energy data set. ... Satellite-derived geospatial solar data products ... Energy Yield Prediction

14 Location: Jodhpur (Rajasthan) India

Energy Yield Prediction (RETScreen)

Page 15: Solar Power Project Development - firstgreen.co fileNASA’s Surface Meteorology and Solar Energy data set. ... Satellite-derived geospatial solar data products ... Energy Yield Prediction

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Typical Horizontal Solar Irradiation in India

Page 16: Solar Power Project Development - firstgreen.co fileNASA’s Surface Meteorology and Solar Energy data set. ... Satellite-derived geospatial solar data products ... Energy Yield Prediction

The annual mean GHI in Chennai is 2,021 kWh/m2. By optimally-orientating a fixed tilt plant, theyearly sum of global irradiation may be increased to 2,048 kWh/m2. Based on this resource, a 1MWp plant with a PR of 80% will give an AC yield of 1,638 MWh.

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Monthly Direct and Diffused Rations in Chennai

Page 17: Solar Power Project Development - firstgreen.co fileNASA’s Surface Meteorology and Solar Energy data set. ... Satellite-derived geospatial solar data products ... Energy Yield Prediction

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Mean Daily GHI

Where there is significant uncertainty in the data sources, a short term data monitoring campaignmay be considered. Short term monitoring (ideally up to one year in duration) may be used tocalibrate long term satellite-derived data and increase the confidence in the long term energyyield prediction.

Page 18: Solar Power Project Development - firstgreen.co fileNASA’s Surface Meteorology and Solar Energy data set. ... Satellite-derived geospatial solar data products ... Energy Yield Prediction

Sourcing measured environmental data

Calculating the irradiation incident on the tilted collector plane

Modelling the performance of the plant with respect to varying irradiance

Applying losses

Applying statistical analysis of resource data and assessing the uncertainty in input values

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Energy Yield Prediction – How?

Page 19: Solar Power Project Development - firstgreen.co fileNASA’s Surface Meteorology and Solar Energy data set. ... Satellite-derived geospatial solar data products ... Energy Yield Prediction

Air Pollution Shading Module Temperature Incident Angle

Soiling Module Mismatch DC Cable Resistance Inverter Performance

AC Losses Degradation Auxiliary Power Downtime

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Energy Yield Prediction – Losses in the PV System

Page 20: Solar Power Project Development - firstgreen.co fileNASA’s Surface Meteorology and Solar Energy data set. ... Satellite-derived geospatial solar data products ... Energy Yield Prediction

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Typical Yield Assessment Report Results

Page 21: Solar Power Project Development - firstgreen.co fileNASA’s Surface Meteorology and Solar Energy data set. ... Satellite-derived geospatial solar data products ... Energy Yield Prediction

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Typical Losses in the Plant

Page 22: Solar Power Project Development - firstgreen.co fileNASA’s Surface Meteorology and Solar Energy data set. ... Satellite-derived geospatial solar data products ... Energy Yield Prediction

FirstGreen Consulting Private Limited

Gurgaon:

MA 74, Gurgaon – 122002, India

Tel.: (+91) 124 4650224, 9899295854

Web: www.firstgreen.co

Email: [email protected]

Thank You

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