研究目的
To design and test an irradiance monitoring system adapted to the necessities of microgrids or small-scale PV systems, focusing on sub-second sampling frequency, high density of measurement points, and low investment.
研究成果
The designed wireless sensor network demonstrated the ability to capture irradiance variations associated with cloud motion with sufficient temporal and spatial resolution, supporting very short-term forecasting applications for small PV systems with low investment. The results suggest that lux-meters may be more suitable than pyranometers for detailed sub-second irradiance measurements, especially during cloud enhancement events.
研究不足
The study acknowledges the effect of the pyranometer’s time response in smoothing rapid irradiance variations, indicating potential limitations in capturing sub-second irradiance variations accurately. The network's performance was also found to be unstable at sampling frequencies higher than 1 Hz.
1:Experimental Design and Method Selection:
The study involved designing a wireless sensor network based on the ZigBee protocol comprising 16 motes regularly distributed over an area of 15 m × 15 m. The irradiance values were inferred from illuminance measurements acquired by lux-meters installed in each mote.
2:Sample Selection and Data Sources:
Data from a total of 12 h were used for calibration, acquired at 2 Hz in periods of 30 min within a week to capture different meteorological situations.
3:List of Experimental Equipment and Materials:
The network motes included SFH 5711 sensors for illuminance measurements, a secondary standard pyranometer (CMP11 Kipp & Zonen) as reference, and XB24CZ7SIT-004 XBee modules for communication.
4:Experimental Procedures and Operational Workflow:
The network was initialized by linking four motes to each router, with a sampling period of 480 ms established to achieve an actual sampling period of 500 ms (2 Hz).
5:Data Analysis Methods:
The illuminance measurements were converted to irradiance values by applying a specific linear model associated with each mote, validated against the pyranometer measurements.
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