New paradigms for analyzing complex nonlinear thermo-hydraulic systems are demonstrated with numerous real world examples having infinite degrees of freedom. Statistical mechanical approaches in the processes of quantification of them from time series data are also shown in conjunction with the fractal nature of real world complexity.
