Interactive Physically-Based Simulation of Roadheader Robot

TL;DR

This paper presents a real-time, physically-based interactive simulation system for roadheader robots, improving stability and accuracy over existing methods, suitable for virtual reality training and unmanned excavation.

Contribution

It introduces an improved multibody simulation method based on generalized coordinates and a symplectic Euler integrator for stable, accurate, real-time simulation of roadheader robots.

Findings

Simulation accuracy surpasses game engines.

System achieves 60 fps real-time interaction.

Enhanced stability in long-term simulations.

Abstract

Roadheader is an engineering robot widely used in underground engineering and mining industry. Interactive dynamics simulation of roadheader is a fundamental problem in unmanned excavation and virtual reality training. However, current research is only based on traditional animation techniques or commercial game engines. There are few studies that apply real-time physical simulation of computer graphics to the field of roadheader robot. This paper aims to present an interactive physically-based simulation system of roadheader robot. To this end, an improved multibody simulation method based on generalized coordinates is proposed. First, our simulation method describes robot dynamics based on generalized coordinates. Compared to state-of-the-art methods, our method is more stable and accurate. Numerical simulation results showed that our method has significantly less error than the game engine in the same number of iterations. Second, we adopt the symplectic Euler integrator instead of the conventional fourth-order Runge-Kutta (RK4) method for dynamics iteration. Compared with other integrators, our method is more stable in energy drift during long-term simulation. The test results showed that our system achieved real-time interaction performance of 60 frames per second (fps). Furthermore, we propose a model format for geometric and robotics modeling of roadheaders to implement the system. Our interactive simulation system of roadheader meets the requirements of interactivity, accuracy and stability.