Year: 2025
Type: article
Abstract: Predictive control (PC) is an advanced control algorithm, which is widely used in industrial process control. Among them, model-based predictive control (MPC) is an important branch of predictive control. Its basic principle is to use the system model to predict future behavior and determine the current control action by optimizing the objective function. Based on the algorithm combined with three different sections using deep learning technology to identify vehicles and output the optimal speed limit, to achieve the effect of traffic flow optimization.
Authors: Xiaoxi Liu, Libin Zhang, Xinrui Wang, Hanqi Tang, Shuming Zhang
Institution: Northeast Forestry University
Language: English
Subfield: Control and Systems Engineering
Field: Engineering
Domain: Physical Sciences
Open Access status: diamond
OpenAlex ID: W4409715272