To describe the state of the system at a certain moment using a mathematical model, we need to fit the overall target value. However, overall fitting cannot accurately describe the target state. Therefore, we adopt a distributed low-dimensional decoupling approach to decompose the strongly coupled high-dimensional nonlinear system into an ordered collection of low-dimensional linear and nonlinear systems over a continuous time sequence.