Temperature self compensation method for LAPS (Light Addressable Potentiometric Sensor)
A potential sensor, self-compensation technology, applied in the sensor field, can solve the problems of no LAPS temperature self-compensation, affecting the output stability and measurement accuracy of the LAPS sensor, limiting practical applications, etc., to improve the detection accuracy and reduce the external environment temperature cross-sensitivity the effect of
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[0017] The present invention will be further described in detail below with reference to the accompanying drawings and embodiments, but is not limited to this embodiment.
[0018] figure 1 It is a schematic diagram of the principle of LAPS temperature self-compensation. The LAPS system was used to detect the concentration of PBS buffer solution at different temperatures, the LAPS temperature self-compensation model was established by the support vector machine (SVM) algorithm, and the temperature compensation effect was finally evaluated. The specific steps are as follows:
[0019] 1. Acquisition of training samples: figure 2 Schematic diagram of the LAPS test system. pass figure 2 The LAPS test system shown, for PBS buffers at different temperatures (10°C, 15°C, 20°C, 25°C, 30°C, 35°C) and different pH values (pH=6.00, 6.50, 7.00, 7.50, 8.00) Each test was performed 5 times, and a total of 150 groups of data samples were measured.
[0020] 2. Feature extraction: Use ...
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