Efficient Tea Chrysanthemum Harvesting Machinery Project

Dr. Yu Zhang

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Dr. Yu Zhang

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Topics:

(1) Report: AI overview; AI application in condition monitoring of industrial systems;

(2) Lecture: Time-frequency analysis – wavelet & EMD

(3) Lecture: Feature Extraction – statistical features, PCA & ICA;

(4) Lecture: Classification & Clustering – decision tree, kNN & SVM; k-means & fuzzy c-means clustering;

(5) Lecture: Optimisation – quasi-Newton optimisation, particle swarm optimisation & Bayesian optimisation;

(6) Lecture: AI (1) – fuzzy systems;

(7) Lecture: AI (2) – artificial neural networks;

(8) Lecture: AI (3) – evolutionary computation;

(9) Lecture: AI (4) – hybrid intelligence.