Peter Vrancx

Title: Innovations by Peter Vrancx in Neural Network Control Systems

Introduction

Peter Vrancx is an accomplished inventor based in Brussels, Belgium. He has made significant contributions to the field of control systems, particularly through his innovative patent that utilizes neural network architecture. His work focuses on enhancing the efficiency of distribution systems, which is crucial in various applications, including energy distribution.

Latest Patents

Peter Vrancx holds a patent for "Methods, controllers and systems for the control of distribution systems using a neural network architecture." This patent describes a deep approximation neural network architecture that extrapolates data over unseen states for demand response applications. The method is designed to control distribution systems, such as energy distribution systems, including heat and electrical power distribution. It employs a model-free control technique primarily based on Reinforcement Learning (RL), allowing the controller to learn from its interactions with the system it manages.

Career Highlights

Peter Vrancx is associated with Vito NV, a research organization that focuses on sustainable development and innovation. His role at Vito NV has allowed him to work on cutting-edge technologies that aim to improve the efficiency of distribution systems. His expertise in neural networks and control systems has positioned him as a key figure in this field.

Collaborations

Peter collaborates with Bert Claessens, who is also involved in similar research areas. Their combined efforts contribute to advancing the understanding and application of neural networks in control systems.

Conclusion

Peter Vrancx's innovative work in neural network control systems exemplifies the potential of technology to enhance distribution systems. His contributions are paving the way for more efficient energy management solutions.