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Several autonomous energy management and peer-to-peer trading mechanisms for future energy markets have been recently proposed based on optimization and game theory. In this paper, we study the impact of trading prices on the outcome of…

系统与控制 · 电气工程与系统科学 2023-02-10 Varsha Behrunani , Andrew Irvine , Giuseppe Belgioioso , Philipp Heer , John Lygeros , Florian Dörfler

This paper explores the design of a balanced data-sharing marketplace for entities with heterogeneous datasets and machine learning models that they seek to refine using data from other agents. The goal of the marketplace is to encourage…

计算机科学与博弈论 · 计算机科学 2024-01-25 Aditya Bhaskara , Sreenivas Gollapudi , Sungjin Im , Kostas Kollias , Kamesh Munagala , Govind S. Sankar

Enhanced Geothermal Systems (EGS) can provide constant, reliable electricity and heat with minimal emissions, but high drilling costs and uncertain cost reductions leave their future unclear. We explore scenarios for the future adoption of…

物理与社会 · 物理学 2025-01-14 Lukas Franken , Elisabeth Zeyen , Orestis Angelidis , Tom Brown , Daniel Friedrich

We propose an adaptive optimization algorithm for operating district heating networks in a stationary regime. The behavior of hot water flow in the pipe network is modeled using the incompressible Euler equations and a suitably chosen…

最优化与控制 · 数学 2023-05-05 Hannes Dänschel , Volker Mehrmann , Marius Roland , Martin Schmidt

The systems that operate the infrastructure of cities have evolved in a fragmented fashion across several generations of technology, causing city utilities and services to operate sub-optimally and limiting the creation of new value-added…

计算机与社会 · 计算机科学 2020-05-26 Larissa Romualdo-Suzuki , Anthony Finkelstein

District heating (DH) systems play a pivotal role in decarbonizing the building sector's heat supply. While innovative low-exergy DH and cooling systems are increasingly adopted in new developments, the transformation of existing DH systems…

系统与控制 · 电气工程与系统科学 2024-12-19 Jan Stock , Till Schmidt , André Xhonneux , Dirk Müller

This paper introduces a mixed H-infinity-passivity framework that enables district heating systems (DHSs) with heat pumps to support electric-grid frequency regulation. The analysis illustrates how the DHS regulator influences coupled…

系统与控制 · 电气工程与系统科学 2026-02-24 Xinyi Yi , Ioannis Lestas

One of the most important goals of the 21st century is to change radically the way our society produces and distributes energy. This broad objective embodies in the smart grid's futuristic vision of a completely decentralized system powered…

系统与控制 · 计算机科学 2013-05-20 Nicolas Gensollen , Vincent Gauthier , Michel Marot , Monique Becker

We propose a comprehensive nonlinear ODE-based thermo-hydraulic model of a district heating system featuring several heat producers, consumers and storage devices which are interconnected through a distribution network of meshed topology…

系统与控制 · 电气工程与系统科学 2022-01-19 Juan E. Machado , Michele Cucuzzella , Jacquelien Scherpen

In recent years extensive research has been conducted on the development of different models that enable energy trading between prosumers and consumers due to expected high integration of distributed energy resources. Some of the most…

The 4th generation of district heating systems face a potential problem where lowered water temperatures lead to higher flow rates, which requires higher hydraulic capacity in terms of pipe and pump sizes. This increases the effect of the…

系统与控制 · 电气工程与系统科学 2022-11-22 Felix Agner , Pauline Kergus , Richard Pates , Anders Rantzer

Scalable demand response of residential electric loads has been a timely research topic in recent years. The commercial coming of age or residential demand response requires a scalable control architecture that is both efficient and…

最优化与控制 · 数学 2020-04-02 Mingxi Liu , Stef Peeters , Duncan S. Callaway , Bert J. Claessens

We develop a complementarity-constrained nonlinear optimization model for the time-dependent control of district heating networks. The main physical aspects of water and heat flow in these networks are governed by nonlinear and hyperbolic…

最优化与控制 · 数学 2020-04-22 Richard Krug , Volker Mehrmann , Martin Schmidt

As the number of prosumers with distributed energy resources (DERs) grows, the conventional centralized operation scheme may suffer from conflicting interests, privacy concerns, and incentive inadequacy. In this paper, we propose an energy…

计算机科学与博弈论 · 计算机科学 2022-06-29 Yue Chen , Changhong Zhao , Steven H. Low , Adam Wierman

Climate control of buildings makes up a significant portion of global energy consumption, with groundwater heat pumps providing a suitable alternative. To prevent possibly negative interactions between heat pumps throughout a city, city…

机器学习 · 计算机科学 2022-03-30 Raphael Leiteritz , Kyle Davis , Miriam Schulte , Dirk Pflüger

District heating networks are an integral part of the energy system in many countries. In future smart energy systems, they are expected to enhance energy flexibility and support the integration of renewable and waste energy sources. An…

系统与控制 · 电气工程与系统科学 2025-10-07 Ask Hällström , Felix Agner , Richard Pates

This study focuses on operational control strategies for a multi-energy District Heating Network (DHN). Two control strategies are investigated and compared: (i) a reactive rule-based control (RBC) and (ii) a model predictive control (MPC).…

最优化与控制 · 数学 2025-06-19 Michael Nikhil Descamps , Nicolas Lamaison , Mathieu Vallee , Roland Baviere

This paper presents a distributed nonlinear model predictive control that uses alternating direction method of mul tipliers for district heating networks. Exploiting a graph-based modeling of the thermal dynamics, our controller optimizes…

系统与控制 · 电气工程与系统科学 2026-05-29 Alessandro Bettoni , Giacomo Mastroddi , Marco Muttoni

The integration of renewable sources is essential for decarbonizing heat production in district energy networks. Beyond biomass-based solutions, solar thermal energy, with or without heat pumps, presents a significant opportunity. However,…

系统与控制 · 电气工程与系统科学 2025-07-25 Hamza Mettali , Rousset François , Eric Bideaux , Clausse Marc

The past decade has seen the advent of numerous building energy efficiency visualization and simulation systems; however, most of them rely on theoretical thermal models to suggest building structural design for new constructions and…

图形学 · 计算机科学 2018-11-14 Felix Hamza-Lup , Marcel Maghiar