Modeling Temporal Pattern and Event Detection using Hidden Markov Model with Application to a Sludge Bulking Data
Naveen K. Bansal, Xin Feng, Wenjing Zhang, Wutao Wei, Yuanhao Zhao · Procedia Computer Science · 2012
This paper discusses a method of modeling temporal pattern and event detection based on Hidden Markov Model (HMM) for a continuous time series data. We also provide methods for checking model adequacy and predicting future events. These methods are applied to a real example of sludge bulking data for detecting sludge bulking for a water plant in Chicago.