 The research presented here proposes a new approach for solving the kinematic problems associated with parallel platforms. This approach uses a multivariate polynomial regression algorithm combined with the Newton-Raphson iteration method to obtain a fast and accurate solution. Simulation and physical testing were used to verify the effectiveness of the proposed method. This article was authored by Mingjue Liu, Cheersiangu, Bo Yang, and others.