Dissertation > Excellent graduate degree dissertation topics show

Application of Near Infrared Reflectance Spectroscopy-Radial Basis Function Neural Network for Non-destructive Determination of Coriolus Versicolor, Cordyceps Sinensis and Tricholoma Matsutake

Author: ZhangYiBo
Tutor: ZuoLiRong;MengQingFan;ZuoJiaHui
School: Jilin University
Course: Microbial and Biochemical Pharmacy
Keywords: Near-infrared diffuse reflectance spectroscopy RBF neural network Wavelet transform and wavelet packet transform Versicolor Cordyceps Matsutake Non-destructive analysis
CLC: R284
Type: Master's thesis
Year: 2008
Downloads: 164
Quote: 0
Read: Download Dissertation


Completed NIR spectroscopy combined with radial basis function neural network model , three medicinal fungi versicolor , Cordyceps and Matsutake active ingredients modeling analysis . After optimization of the pretreatment of the spectrum and radial basis function neural network model input parameters of the nodes , hidden nodes and the width of the radial basis (SC) , has been the best three medicinal fungal active ingredient in the near-infrared spectral analysis radial the base model : versicolor polysaccharide content analysis of optimal RBF neural network model the 6 scale decomposition WPT-NIRS-RBFNN (7-12-1,3.2), versicolor protein content analysis of the optimal radial basis the neural network model is 6 scale decomposition WPT-NIRS-RBFNN (12-10-1,3.0); 5 -scale of adenosine the optimal analysis model for wavelet packet WPT- NIRS - on RBFNN ( 6-6-1 , 3) , the model RMSECV 0.002541 , and the correlation coefficient for the model calibration set 0.901162 4 scale Cordyceps protein content analysis of the optimal model for wavelet packet WPT-NIRS-RBFNN (9-10-1,3.2) model RMSECV 0.013678 , correlation coefficient for the model calibration set 0.951925 ; the the the optimal analysis model of the matsutake protein RBF neural network model is a 5 -scale decomposition WPT- NIRS - on RBFNN ( 10-18-1,3.0 ) model RMSECV 0.00543 , the correlation coefficients of the model calibration set for 0.99335 matsutake polysaccharide content analysis of the optimal model for radial basis function neural network model is a 5 -scale decomposition WPT- NIRS - on RBFNN ( 12-10-1 , 2.6), the model RMSECV 0.00825 , the calibration set of the model correlation coefficient of 0.99055 . Good predictive performance of each model to meet the requirements of rapid non-destructive analysis .

Related Dissertations

  1. The Study on Extraction and Purification of Polysaccharides and Cordycepin from Cordycepin Militaris,TQ461
  2. Study on Risk Identification and Evaluation of Manufacturing Green Products R & D,F205;F224
  3. Stugy on Chemical Substance and Quality Standards for Two Traditional Chinese Medicines,R284.1
  4. Optimization of Fermentation for Production of Oxalate Decarboxylase of Trametes Versicolor,TQ925
  5. AC Drive Sliding Control Algorithm,TP273
  6. Based on RBF artificial neural network in the application of PCB drilling process,TN405
  7. Networked Control System Fault Diagnosis and Fault Tolerant Control,TP273
  8. Linear guide system Elevator single electromagnetic levitation RBF neural network sliding mode control,TP273
  9. Optimization algorithm based on artificial intelligence Melt Index Prediction Modeling Optimization,TQ325.14
  10. Robust and adaptive unmanned helicopter Tolerant Control Technology,V249.1
  11. Dissertation for Master’s Degree Fujian Agriculture and Forestry University,S646
  12. Molecular Structure and Biological Activities of the Cordyceps Militaris Polysaccharide,S567.35
  13. Cordyceps Gracilis Fermentation Process and Pharmacodynamics,TQ920.1
  14. Turn-off angle optimization of switched reluctance motor control strategy based on the opening of,TM352
  15. The Biological Characteristics of Taishan-coriolus Versicolor TN-1 and Study on Domestication & Cultivation,S646
  16. Extraction and Isolation of Cordycepin from the Deserted Solid Medium of Cordyceps Militaris and Antitumor Effects,S567.35
  17. Effect of Mineral Elements on Phenotypic Diveristy, Fruit-body Yield, Anamorph Diveristy and Activity of Related Enzymes of Colony Types of Cordyceps Militaris in Subculturing,S567.35
  18. Expression and Characteristic Analysis of Fungal Immunomodulatory Protein in Cordyceps,S567.35
  19. Hypoglycemia Effect and the Mechanism of Mixture of Apostichopus Japonicus and Cordyceps Militaris,R285
  20. The Effectiveness of Cultured Cordyceps Sinensis on Pulmonary Fibrosis Induced by Bleomycin in Rats,R285.5
  21. Fingerprint Chromatogram of Ginseng Miltiorrhizae and the Study of Muitidimension Fingerprint Chromatogram of Senior Healthy Products,R284

CLC: > Medicine, health > Chinese Medicine > Of Pharmacy > Traditional Chinese medicine chemical
© 2012 www.DissertationTopic.Net  Mobile