Application Examples
① Routine Imaging Inspection
Sample: a 30 cm × 30 cm photovoltaic panel with a conventional perovskite composition. Images from left to right: AOI (bright-field and dark-field), PL, and EL. Scale bars: 2 cm.
② Integrated Measurement Modules
The system can integrate high-resolution imaging, spectroscopy, and scanning photovoltage/photocurrent modules.
Figure key: upper left, in situ high-resolution PL image; lower left, in situ high-resolution bright-field image; center, standard-resolution PL image of a 10 cm × 10 cm sample; upper right, photocurrent/photovoltage scanning image; middle right, spectroscopy; lower right, time-resolved photoluminescence (TRPL) measurement.
③ Module Functions and Spectral Imaging
In situ high-resolution measurements: AOI, PL, and EL measurements at higher spatial resolution. The field of view and spatial resolution can be customized to characterize defects and scribe lines, and to inspect small samples.
Photocurrent/photovoltage module: measures short-circuit current and open-circuit voltage in different sample regions to identify local variations in electrical response.
Time-resolved photoluminescence (TRPL): measures carrier lifetime in perovskite materials to reveal carrier recombination and charge-extraction dynamics.
Spectroscopy: measures PL and EL spectra at different sample locations to reveal the spatial distribution and variation of perovskite composition; spectral scanning imaging is also supported.
Bottom images, left to right: integrated PL spectral intensity map; PL spectral center-wavelength map; PL spectral full width at half maximum (FWHM) map.
④ AI-Based Automated Defect Identification
Automated defect identification using AI and large datasets. Sample size: 5 cm × 10 cm.
Panels from left to right: PL image; PL defect identification; PL mapping with defect classification and counts; PL image grayscale histogram for the sample region.
Defect classes and counts: light defect, 12; light defect with dark ring, 1; dark defect with dark ring, 3; dark defect with light ring, 46; dark defect, 252; film defect, 3. Mean grayscale value: 68.9. Grayscale variance: 14.8.
⑤ Additional Defect Classification Results
Sample size: 5 cm × 10 cm. The two left-hand panels are labeled “PL image” and “PL defect identification” in the source. The charts are labeled “EL mapping with defect classification and counts” and “EL image grayscale histogram for the sample region.”
Defect classes and counts: light defect, 213; light defect with dark ring, 7; dark defect with dark ring, 4; dark defect with light ring, 86; dark defect, 89; film defect, 4. Mean grayscale value: 72.0. Grayscale variance: 38.8.