The disclosed subject matter is directed to the measurement of soiling losses on photovoltaic (PV) arrays for solar energy production.
In one respect, disclosed is a soiling measurement device for measuring the loss of light transmission to photovoltaic (PV) devices in a photovoltaic array arising from the accumulation of soiling particles, comprising a light source, a reference photodetector, a soiling collection window, a photodetector positioned underneath the soiling collection window, and a measurement and control system.
Solar panels, also known as photovoltaic (PV) modules, are used to convert sunlight to electric power in installations known as PV arrays. An important loss factor for a PV array is the accumulated deposition of airborne particulate matter on the light-receiving surfaces of the PV modules. This accumulation, known as soiling, reduces the power output of a PV array by blocking the transmission of sunlight to the PV cells of the PV array. Soiling particles (304) consist of any airborne particulate matter, such as dust, dirt, soot, pollen, etc., which deposits on a PV array, and have typical diameters ranging from ˜0.2 microns to ˜200 microns. In dusty outdoor regions without frequent rainfall, the power loss due to soiling, known as soiling loss, can be significant.
In commercial electric power generation applications, which range from small ground-mounted and roof-mounted PV arrays to large utility-scale projects, owners and operators of PV arrays often wish to measure losses due to soiling. Motivations include, but are not limited to, pre-construction assessment of soiling loss as an aid to site selection and performance estimation, validation and monitoring of the performance of an operating PV array, and determination of when to wash a PV array in order to yield greatest return on investment for the expense of washing.
The soiling level, also called soiling loss or transmission loss, is the portion of loss due to soiling particles (304) in the usable light received by the PV cells of the PV array, relative to a clean state. A clean state is a reference state in which the transmission loss due to soiling particles (304) is negligible, for example less than 1%. In some embodiments, the soiling level may be defined as the fractional loss in the usable light received, relative to a clean state. Usable light means light that is absorbed by the PV array and is converted, or could be converted, to electrical output. Equivalently, the soiling level can be defined as one minus the fractional transmission of usable light through the layer of soiling particles (304), relative to a clean state. In the absence of soiling particles (304) the transmission so defined, in some embodiments, is 100% and soiling level is 0%, i.e. transmission is defined relative to the clean state of the device ignoring any other losses not due to soiling. The soiling ratio is defined as the ratio of the PV array electrical output to its expected output in a clean state, or, equivalently, as the fractional transmission of usable light. The measurement of any of soiling level, soiling loss, transmission loss, transmission, or soiling ratio could also be defined relative to another reference state instead of or in addition to a clean state. The measurement of any of soiling level, soiling loss, transmission loss, transmission, or soiling ratio is equivalent, as each is an expression of the loss due to soiling. It should be noted that soiling level, soiling loss, transmission loss, transmission, or soiling ratio may also be defined using alternative mathematical functions and/or scales, where such scales include for example fractional values, percentages, logarithmic scales, units of power, and units of energy, and that each of these alternative terms, mathematical functions, and/or scales is intended to be within the scope of this disclosure.
In some embodiments, disclosed is a soiling measurement device that is deployed outdoors and is configured to measure a soiling level characteristic of a nearby PV array or of a prospective PV array to be constructed at a nearby location.
In some embodiments, disclosed is a soiling measurement device that does not require routine cleaning to perform its measurement.
In some embodiments, disclosed is a soiling measurement device comprising a light source (202), a reference photodetector (204), a soiling collection window (302), a photodetector (306) positioned underneath soiling collection window (302), and a measurement and control system. Soiling particles (304) accumulate on soiling collection window (302) causing a reduction in light transmission to photodetector (306). Reference photodetector (204) is unaffected by soiling particles (304) and serves to measure the intensity of light source (202). Comparison of signals from photodetector (306) and reference photodetector (204) using calibration values relative to a clean state of said soiling collection window (302) yields a measurement of soiling loss.
In some embodiments, a soiling measurement device according to the disclosed subject matter is configured to address one or more of the following objectives: minimizing measurement errors due to fluctuations or drift of intensity of light source (202), including fluctuations or drift to temperature variations; minimizing measurement errors due to fluctuation in relative mechanical alignment of light source (202) and photodetector (306); minimizing measurement errors due to accumulation of soiling, insects, and/or other debris blocking the output of light source (202); maximizing the time that the device operates effectively without being cleaned; minimizing the degree to which any portion of the device obstructs the natural flow of soiling particles (304) to soiling collection window (302); minimizing total energy consumption of the device; allowing operation of the device in daylight or office ambient illumination conditions for the convenience of personnel working with the device.
In some embodiments light source assembly (200) is directed substantially downward to minimize accumulation of dust and other debris which would attenuate its output. In some embodiments, light source assembly (200) is positioned substantially outside the region directly above detector assembly (300), as depicted in
In some embodiments beam intersection (328) of light beam (208) on the plane of soiling collection window (302) is configured to fall substantially completely within the boundaries of soiling collection window (302) and photodetector (306) (as depicted in
In some embodiments a dust shroud and collimator (220) serves to protect window (226) from dust and/or other debris which would block or attenuate output of light source assembly (200) and in some embodiments additionally serves to collimate light beam (208) and restrict the extent of beam intersection (328) to fall within an optimal region of soiling collection window (302) directly above photodetector (306). In some embodiments dust shroud and collimator (220) preferentially has an aspect ratio of length:diameter>2:1, to minimize the flow of dust and/or other debris into light source assembly (200), and an opening diameter of greater than approximately 5-10 mm to minimize the potential for clogging of dust shroud and collimator (220) by dust, insects, and/or other debris.
In some embodiments the soiling measurement device of
Drive current between LED+(350) and LED− (352) is transferred via a connector to light source (364) and light source assembly cable (246) to light source assembly (200), entering at connector (234) and reaching one or more of LED (236) on light source PCB (230) causing light emission. In some embodiments light emitted by LED (236) is collimated by reflector (238). A portion of light from LED (236) is received by one or more of reference photodetector (204) on reference photodetector PCB (232), providing feedback on intensity of light from LED (236). A portion of light from LED (236) transmits through window (226) and through dust shroud and collimator (220) as light beam (208) which transmits through soiling collection window (302) and is received at photodetector (306). Soiling particles (304) (depicted in
In some embodiments current measurement (354) circuits comprise one or more sub-circuits with various gain and/or frequency filter configurations optimized for different light levels and signal types. In an exemplary embodiment current measurement (354) circuits include a low-gain circuit (336) configured for optimal sensitivity to levels of slowly varying background ambient light such as daylight or office lighting and/or a high-gain high-pass circuit (338) configured for optimal sensitivity to comparatively weaker but pulsed light from light beam (208).
Reference photodetector (204) generates a signal, in proportion to intensity of light from LED (236), which is transmitted—for example via reference photodetector PCB subconnector (368), light source PCB subconnector (370), connector (234), light source assembly cable (246), and connector to light source (364)—ultimately to reference photodetector signal amplifier (366) generating reference photodetector signal (356) which is measured by microcontroller (402).
In some embodiments temperature sensor (324) in conjunction with temperature sensor amplifier (334) measures a temperature of photodetector (306) or another related temperature and microcontroller (402) uses this temperature for temperature compensation of results.
In some embodiments, operating light source assembly (200) in a pulsed mode achieves one or more of the following objectives: minimizing heating of light source (202) which could lead to drift or fluctuation in light output; facilitating performing measurements at high background ambient light levels, for example in daylight or office lighting, by allowing subtraction of signal from ambient light as described below; minimizing total energy consumption; and minimizing nighttime attraction of insects. In some embodiments pulse durations may range from microseconds to minutes or may be chosen according to rates of fluctuation of ambient light. In some embodiments pulse period, frequency, or duty cycle may be chosen to minimize energy consumption and/or nighttime attraction of insects.
Operation of a device according to the disclosed subject matter is further illustrated with an exemplary equation for measured transmission loss (TL) wherein in some embodiments TL=1−C*(P−PB)/(R−RB). Here PB and RB are respectively photodetector (306) and reference photodetector (204) baseline signals measured with LED (236) off as determined by measurements taken before and/or after turning on LED (236); P and R are respectively photodetector (306) and reference photodetector (204) signals measured with LED (236) on; and C is a calibration factor with a value determined such that measured transmission loss TL equals 0 when soiling collection window (302) is in a clean state or related reference state and such that TL equals 1 when soiling collection window (302) is completely dirty blocking substantially all light transmission.
Measurement of PB and RB baseline signals permits the device to operate with background light levels which may be significant, for example due to ambient sunlight or office lighting, compared to the intensity produced by light beam (208) alone. In some embodiments significant ambient light includes light causing baseline signals PB and/or RB to be for example at least 1% of corresponding full signals P and/or R, respectively and up to for example>90% of corresponding full signals P and/or R, respectively.
Measurement of reference photodetector (204) signals R and RB serves to minimize error in TL due to variations in intensity of light beam (208) caused by fluctuations or drift of output of LED (236) or any other aspect of light source (202).
In some embodiments calibration factor C is a function of light level measured by any of the signals P, PB, R, and/or RB, in order to account for light-dependent response of the system, including for example non-linearities in response of photodetector (306) and/or reference photodetector (204) as well as other potential non-linearities. In some embodiments linear or non-linear contributions to calibration factor C are determined by calibrating at varying levels of baseline light level, determining values of calibration factor C which cause measured transmission loss TL to equal 0 or 1 respectively under the required conditions at each light level, and determining an equation for C as a function of light level.
In some embodiments calibration factor C is a function of temperature measured by temperature sensor (324) and/or other temperature sensors such as temperature sensors integrated within microcontroller (402). Inclusion of temperature dependence in calibration factor C allows compensation for temperature-dependent variations in the relative response of photodetector (306) and reference photodetector (204).
In some embodiments the spectral output of light source (202) is chosen to minimize the temperature dependence and/or relative temperature dependence of photodetector (306) and reference photodetector (204). For example, when photodetector (306) and/or reference photodetector (204) comprise silicon photodiodes or solar cells, the spectral output of light source (202) may be chosen to exclude light with wavelength longer than approximately 1000 nm, since temperature dependence of silicon photovoltaic devices arises from temperature dependent variations of the silicon absorption band edge.
In some embodiments the spectral output of light source (202), for example as generated in some embodiments by one or more of LED (236), is chosen to match within practical considerations the spectral output of sunlight, in order to make a soiling measurement device according to the disclosed subject matter best estimate effective transmission loss of sunlight to a PV array as affected by spectrally dependent transmission of soiling particles (204). For example, light source (202) may be implemented with a white light LED (236) in preference to a single-color LED (236).
Specific components indicated in the figures and description are exemplary and objectives of the device could be achieved by modifying, substituting, duplicating, combining, or omitting various components while remaining within the scope of this disclosure.
This application claims priority to U.S. Provisional Patent Application No. 62/938,071 filed Nov. 20, 2019 and U.S. Provisional Patent Application No. 63/010,109 filed Apr. 15, 2020.
This invention was made with U.S. Government support under DE-SC0020012 and DE-SC0020813 awarded by the Department of Energy. The U.S. Government has certain rights in this invention.
Number | Date | Country | |
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62938071 | Nov 2019 | US | |
63010109 | Apr 2020 | US |