The invention relates to the technical field of
spectral analysis, in particular to an intelligent spectral
pesticide residue detection
system which comprises a
spectral data acquisition module, a spectral feature analysis module, a
pesticide spectral feature classification module, a
spectral matching weight optimization module and a
pesticide residue concentration analysis module. In the invention, by collecting spectral signals of a pesticide sample in different
wavelength ranges and combining time, space and frequency dimension information, the comprehensiveness of data collection is ensured,
spectral data is analyzed in multiple dimensions,
mutation features are extracted, associated frequency bands are identified, angle deviation is eliminated, and the accuracy and reliability of spectral features are improved; classification is performed according to spectral distribution differences and change rates, detection resolution is improved, spectrum matching rules are optimized, high-contribution wavebands are screened, detection accuracy is improved, concentration normalization analysis is combined, key feature contribution values are adjusted, misjudgment risks are reduced, optical paths are optimized, optical loss is reduced,
signal acquisition stability is improved, and adaptability of a detection
system is enhanced.