Physics-informed neural network modeling and predictive control of district heating systems
LB de Giuli, A La Bella… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This article addresses the data-based modeling and optimal control of district heating
systems (DHSs). Physical models of such large-scale networked systems are governed by …
systems (DHSs). Physical models of such large-scale networked systems are governed by …
Optimal management and data-based predictive control of district heating systems: The Novate Milanese experimental case-study
A La Bella, A Del Corno - Control Engineering Practice, 2023 - Elsevier
This paper addresses the modelling and optimal control of district heating systems
connected to the electrical grid, with the goal of maximizing their operational efficiency and …
connected to the electrical grid, with the goal of maximizing their operational efficiency and …
Adaptive control for flow and volume regulation in multi-producer district heating systems
JE Machado, M Cucuzzella, N Pronk… - IEEE Control …, 2021 - ieeexplore.ieee.org
Flow and storage volume regulation is essential for the adequate transport and
management of energy resources in district heating systems. In this letter, we propose a …
management of energy resources in district heating systems. In this letter, we propose a …
Control-Oriented Modeling, Simulation, and Predictive Control of District Heating Networks
District heating networks (DHNs) are recognized as pivotal infrastructures to reduce the
carbon footprint of the heating sector. However, their large-scale dimension and the involved …
carbon footprint of the heating sector. However, their large-scale dimension and the involved …
Finite-time output parameter estimation for a class of nonlinear systems
In this letter, a novel scheme is proposed to identify in finite time the value of an unknown
output parameter for a class of nonlinear dynamical systems. Inspired by the Super-Twisting …
output parameter for a class of nonlinear dynamical systems. Inspired by the Super-Twisting …
Port-hamiltonian modeling of hydraulics in 4th generation district heating networks
In this paper, we use elements of graph theory and port-Hamiltonian systems to develop a
modular dynamic model describing the hydraulic behavior of 4th generation district heating …
modular dynamic model describing the hydraulic behavior of 4th generation district heating …
Decentralized temperature and storage volume control in multiproducer district heating
Modern district heating technologies have a great potential to make the energy sector more
flexible and sustainable due to their capabilities to use energy sources of varied nature and …
flexible and sustainable due to their capabilities to use energy sources of varied nature and …
Investigation of predictive regulation strategy of secondary loop in district heating systems
Z Li, Z Luo, N Zhang, X Lin, W Huang, E Feng… - Sustainability, 2023 - mdpi.com
The urban energy system is greatly dependent on the District Heating System (DHS).
However, many difficulties with regulation and control are caused by its large scale and …
However, many difficulties with regulation and control are caused by its large scale and …
A port-hamiltonian approach to modeling and control of an electro-thermal microgrid
A Krishna, J Schiffer - IFAC-PapersOnLine, 2021 - Elsevier
We address the problems of modeling and controlling multi-energy microgrids (meMGs)
composed of an electrical and a thermal system, which are connected via heat pumps (HPs) …
composed of an electrical and a thermal system, which are connected via heat pumps (HPs) …
A Predictive Operation Controller for an Electro-Thermal Microgrid Utilizing Variable Flow Temperatures
We propose an optimal operation controller for an electro-thermal microgrid. Compared to
existing work, our approach increases flexibility by operating the thermal network with …
existing work, our approach increases flexibility by operating the thermal network with …