Related Experiment Video
Updated: Jan 10, 2026

Experimental Investigation of the Hierarchical Control in DC Microgrids Using a Real-time Simulator
Published on: February 14, 2025
Practical Predefined-Time Fault-Tolerant Optimal Control for Heterogeneous Multiagent Systems Under Directed Graph
Abstract:
This article studies the distributed predefined-time formation control problem for a specific heterogeneous multiagent system. This system includes completely different unmanned autonomous helicopters (UAHs), unmanned ground vehicles (UGVs), and autonomous underwater vehicles (AUVs) in the presence of actuator faults. First, a distributed prescribed-time observer is developed for followers to estimate the leader states, which can decrease the network flow. Then, an adaptive predefined-time fault-tolerant optimal formation controller is constructed to continuously optimize performance index and approach optimal formation tracking. Moreover, in the designed control framework, adaptive updating laws are constructed for the unknown parameters of actuator loss of efficiency and the lumped uncertainty, respectively. Compared with the relevant finite/fixed-time cooperative tracking works, here the settling time is independent of any existing control gains and the initial conditions of the studied heterogeneous multiagent systems (MASs), thus it can be uniformly prescribed. Finally, the control performance of the designed method is further illustrated by a simulation experiment.
Related Concept Videos
Distributed Loads: Problem Solving
Control Systems
At the heart...
Control System Problem
When forming a closed-loop system, issues can arise if the poles cross into the unstable region, leading to potential...
Collisions in Multiple Dimensions: Problem Solving
A small car of mass 1,200 kg traveling east at 60 km/h collides at an intersection with a truck of mass 3,000 kg traveling due north at 40 km/h. The two vehicles are locked together. What is the...
Time-Domain Interpretation of PD Control
Consider the example of control of motor torque. Initially, a positive...
Control Systems: Applications
In modern vehicles, control systems manage various functions to enhance performance and safety. The steering wheel and accelerator are primary inputs in a car's control system. The...

