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 …

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 …

Detailed modeling of droop-controlled multi-energy systems under unbalanced operation

SA Vomva, GC Kryonidis, AI Nousdilis… - … Energy, Grids and …, 2024 - Elsevier
Considering the residential sector, greenhouse gas emissions can be effectively reduced by
the widespread deployment of distributed renewable energy sources (DRESs) in low …

Control-Oriented Modeling, Simulation, and Predictive Control of District Heating Networks

L Nigro, A La Bella, F Casella… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
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 …

Dissipativity analysis for economic nonlinear MPC of district heating networks

M Sibeijn, S Ahmed, M Khosravi… - 2024 European Control …, 2024 - ieeexplore.ieee.org
The inherently nonlinear, large-scale, and time-varying nature of district heating systems
pose significant challenges from a control perspective. In this paper, we address these …

On the existence and uniqueness of steady state solutions of a class of dynamic hydraulic networks via actuator placement

M Jeeninga, JE Machado, M Cucuzzella… - 2023 62nd IEEE …, 2023 - ieeexplore.ieee.org
In this paper, using tools from graph theory we provide verifiable necessary and sufficient
conditions for the existence of a unique hydraulic equilibrium in district heating systems of …

Control-oriented modeling and passivity analysis of thermal dynamics in a multi-producer district heating system

S Ahmed, JE Machado, M Cucuzzella… - IFAC-PapersOnLine, 2023 - Elsevier
Climate change and geopolitics have led to the conception of plans for reducing
greenhouse gas emissions and improving the sustainability of existing fossil-based energy …

Capacity planning of household photovoltaic and energy storage systems based on distributed phase change heat storage

G Shao, Y Zhang, H Wu, Q Wei… - Journal of Physics …, 2024 - iopscience.iop.org
With the global energy reform, the energy storage field has become one of the current
research hotspots. This paper considers the distributed phase change material unit (PCMU) …

[PDF][PDF] 4.1 Included Papers

F Agner - Control of Capacity-Constrained Networks - portal.research.lu.se
Scientific Summary In this paper, we characterize the constraint on district heating flow rates
in the context of the current generation of district heating networks. As discussed in Section …

Energy-based modeling and dissipativity analysis of district heating systems

The decarbonization of the heating sector has the potential for considerably reducing the
amount of anthropogenic emissions contributing to global warming. Modern district heating …