Write a dissertation on water pipeline detection

Reference no: EM133214604 , Length: Word Count: 14000 Words

Assignment - Water Pipeline Detection Dissertation

Task - Write a Dissertation on Water pipeline detection.

Topic - DETECTING TRANSIENT EVENTS ON WATER PIPELINES USING UNSUPERVISED LEARNING

I am implementing using Time series feature extraction algorithm. K-means, PCA and Hierarchical Models are used as unsupervised learning, Also Implementing using CNN (Convolution Neural networks). This has to be covered in methodology and methodology implementation.

01 Pump start, 02 Pump stop, 03 Pump combination, 04 Valve open and 05 Valve close are the 5 different reason for the transients. for the given files we need to classify which category it is given.

Reference no: EM133214604

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