Optimally placing photovoltaic arrays to maximize value of energy production based on peak power production, local solar radiation, weather, electricity market prices and rate structures
A method, system and computer program product for optimally placing photovoltaic arrays to maximize a value of energy production. Incident solar radiation for various placements of the photovoltaic arrays accommodating different azimuths and tilts is calculated. Alternating current solar photovoltaic electricity energy and power production is then estimated from the calculated solar radiation on a plane and weather data. Furthermore, a value of solar photovoltaic electricity energy and power produced by the photovoltaic arrays for the various placements is calculating using the estimated alternating current solar photovoltaic electricity production. A placement out of the various placements for the photovoltaic arrays is then selected corresponding to a highest value of the solar photovoltaic electricity produced by the photovoltaic arrays. In this manner, the appropriate placement for the photovoltaic arrays is determined that maximizes the value of energy production (where “value” may correspond to an economic value or a non-economic value).
1. A method for optimally placing photovoltaic arrays to maximize a value of energy production, the method comprising:
automatically varying an azimuth and a tilt combination for each of a plurality of placements for said photovoltaic arrays;
calculating incident solar radiation on a plane based on meteorological, astronomical and geographic data for each of said varied azimuth and tilt for each of said plurality of placements for said photovoltaic arrays;
estimating alternating current solar photovoltaic electric energy and power production from said calculated solar radiation for each of said varied azimuth and tilt using a solar photovoltaic energy production model, wherein said solar photovoltaic energy production model utilizes an efficiency of photovoltaic panels, an efficiency of a solar inverter, an incident radiation on a tilted plane, an ambient temperature, a reference temperature of photovoltaic panels, a nominal operating cell temperature at operating test conditions and a temperature coefficient of photovoltaic panels;
calculating, by a processor, an economic and non-economic value of solar photovoltaic electric energy and power produced by said photovoltaic arrays for said plurality of placements using said estimated alternating current solar photovoltaic electric energy and power production;
generating a heat map of said calculated incident solar radiation and said estimated photovoltaic electric energy and power production;
selecting an optimized azimuth and tilt corresponding to a placement out of said plurality of placements for said photovoltaic arrays corresponding to a highest value of said solar photovoltaic electric energy and power produced by said photovoltaic arrays based at least in part on said heat map; and
placing said photovoltaic arrays on a surface using said selected optimized placement.
2. The method as recited in claim 1 , wherein said incident solar radiation comprises beam radiation, radiation diffused from the sky and radiation reflected from the ground.
3. The method as recited in claim 1 , wherein said estimate of said alternating current solar photovoltaic electricity production is based on meteorological and astronomical conditions.
4. The method as recited in claim 1 , wherein said economic and non-economic value of solar photovoltaic electric energy and power produced by said photovoltaic arrays for said plurality of placements is calculated using a second model, wherein said second model comprises calculating solar radiation on a plane based on a placement and horizontal solar radiation values, calculating energy produced at said placement using said solar photovoltaic energy production model, and calculating value of energy produced using either local market conditions or local utility rates.
5. The method as recited in claim 1 further comprising:
calculating said economic and non-economic value of said solar photovoltaic electric energy and power produced by said photovoltaic arrays for said plurality of placements using said estimated alternating current solar photovoltaic electric energy and power production, weather data and local market conditions or local utility rates.
6. A computer program product for optimally placing photovoltaic arrays to maximize a value of energy production, the computer program product comprising a computer readable storage medium having program code embodied therewith, the program code comprising the programming instructions for:
automatically varying an azimuth and a tilt combination for each of a plurality of placements for said photovoltaic arrays;
calculating incident solar radiation on a plane based on meteorological, astronomical and geographic data for each of said varied azimuth and tilt for each of said plurality of placements for said photovoltaic arrays;
estimating alternating current solar photovoltaic electric energy and power production from said calculated solar radiation for each of said varied azimuth and tilt using a solar photovoltaic energy production model, wherein said solar photovoltaic energy production model utilizes an efficiency of photovoltaic panels, an efficiency of a solar inverter, an incident radiation on a tilted plane, an ambient temperature, a reference temperature of photovoltaic panels, a nominal operating cell temperature at operating test conditions and a temperature coefficient of photovoltaic panels;
calculating an economic and non-economic value of solar photovoltaic electric energy and power produced by said photovoltaic arrays for said plurality of placements using said estimated alternating current solar photovoltaic electric energy and power production;
generating a heat map of said calculated incident solar radiation and said estimated photovoltaic electric energy and power production; and
selecting an optimized azimuth and tilt corresponding to a placement out of said plurality of placements for said photovoltaic arrays corresponding to a highest value of said solar photovoltaic electric energy and power produced by said photovoltaic arrays based at least in part on said heat map, wherein said photovoltaic arrays are placed on a surface using said selected optimized placement.
7. The computer program product as recited in claim 6 , wherein said incident solar radiation comprises beam radiation, radiation diffused from the sky and radiation reflected from the ground.
8. The computer program product as recited in claim 6 , wherein said estimate of said alternating current solar photovoltaic electricity production is based on meteorological and astronomical conditions.
9. The computer program product as recited in claim 6 , wherein said economic and non-economic value of solar photovoltaic electric energy and power produced by said photovoltaic arrays for said plurality of placements is calculated using a second model, wherein said second model comprises calculating solar radiation on a plane based on a placement and horizontal solar radiation values, calculating energy produced at said placement using said solar photovoltaic energy production model, and calculating value of energy produced using either local market conditions or local utility rates.
10. The computer program product as recited in claim 6 , wherein the program code further comprises the programming instructions for:
calculating said economic and non-economic value of said solar photovoltaic electric energy and power produced by said photovoltaic arrays for said plurality of placements using said estimated alternating current solar photovoltaic electric energy and power production, weather data and local market conditions or local utility rates.
11. A system, comprising:
a memory unit for storing a computer program for optimally placing photovoltaic arrays to maximize a value of energy production; and
a processor coupled to the memory unit, wherein the processor is configured to execute the program instructions of the computer program comprising:
automatically varying an azimuth and a tilt combination for each of a plurality of placements for said photovoltaic arrays;
calculating incident solar radiation on a plane based on meteorological, astronomical and geographic data for each of said varied azimuth and tilt for each of said plurality of placements for said photovoltaic arrays;
estimating alternating current solar photovoltaic electric energy and power production from said calculated solar radiation for each of said varied azimuth and tilt using a solar photovoltaic energy production model, wherein said solar photovoltaic energy production model utilizes an efficiency of photovoltaic panels, an efficiency of a solar inverter, an incident radiation on a tilted plane, an ambient temperature, a reference temperature of photovoltaic panels, a nominal operating cell temperature at operating test conditions and a temperature coefficient of photovoltaic panels;
calculating an economic and non-economic value of solar photovoltaic electric energy and power produced by said photovoltaic arrays for said plurality of placements using said estimated alternating current solar photovoltaic electric energy and power production;
generating a heat map of said calculated incident solar radiation and said estimated photovoltaic electric energy and power production; and
selecting an optimized azimuth and tilt corresponding to a placement out of said plurality of placements for said photovoltaic arrays corresponding to a highest value of said solar photovoltaic electric energy and power produced by said photovoltaic arrays based at least in part on said heat map, wherein said photovoltaic arrays are placed on a surface using said selected optimized placement.
12. The system as recited in claim 11 , wherein said incident solar radiation comprises beam radiation, radiation diffused from the sky and radiation reflected from the ground.
13. The system as recited in claim 11 , wherein said estimate of said alternating current solar photovoltaic electricity production is based on meteorological and astronomical conditions.
14. The system as recited in claim 11 , wherein said economic and non-economic value of solar photovoltaic electric energy and power produced by said photovoltaic arrays for said plurality of placements is calculated using a second model, wherein said second model comprises calculating solar radiation on a plane based on a placement and horizontal solar radiation values, calculating energy produced at said placement using said solar photovoltaic energy production model, and calculating value of energy produced using either local market conditions or local utility rates.
15. The system as recited in claim 11 , wherein the program instructions of the computer program further comprises:
calculating said economic and non-economic value of said solar photovoltaic electric energy and power produced by said photovoltaic arrays for said plurality of placements using said estimated alternating current solar photovoltaic electric energy and power production, weather data and local market conditions or local utility rates.