Nonlinear Combination Forecasting of Urban Water Consumption Based on Wavelet Support Vector Machine
Shi Zhou · China Water & Wastewater · 2010
A nonlinear combination forecasting model of urban water use was established based on support vector machine and wavelet frame theory.The design method of the model is introduced,and the model is solved using SMO algorithm.The application example shows that the model has strong generalization capacity and adaptability to change of data and functions,it can effectively improve the forecasting accuracy and be used for forecasting water use in dispatching of water supply system.