An Innovative Control Framework for District Heating Systems: Conceptualisation and Preliminary Results

被引:7
|
作者
Moustakidis, Serafeim [1 ]
Meintanis, Ioannis [1 ]
Halikias, George [1 ]
Karcanias, Nicos [1 ]
机构
[1] City Univ London, Syst & Control Res Ctr, Sch Math Comp Sci & Engn, Northampton Sq, London EC1V 0HB, England
来源
RESOURCES-BASEL | 2019年 / 8卷 / 01期
基金
欧盟地平线“2020”;
关键词
district energy systems; district heating networks; thermal energy storage; decision-making systems; model predictive control; hierarchical control; MODEL-PREDICTIVE CONTROL; RENEWABLE ENERGY; OPTIMIZATION; LOAD; OPERATION; NETWORKS;
D O I
10.3390/resources8010027
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This paper presents a holistic innovative solution for the transformation of the current district heating and cooling systems to automated more efficient systems. A variety of technological advancements have been developed and integrated to support the effective energy management of future district heating and cooling sector. First, we identify and discuss the main challenges and needs that are in line with the EU objectives and policy expectations. We give an overview of the main parts that our solution consists of, with emphasis on the forecasting tools and an advanced control system that addresses unit commitment and economic load dispatch problems. The proposed control approach employs distributed and scalable optimisation algorithms for optimising the short-term operations of a district heating and cooling plant subject to technical constraints and uncertainties in the energy demand. To test the performance and validate the proposed control system, a district heating plant with multiple energy generation units and real-life heat load data were used. Simulation experiments were also used to evaluate the benefits of using thermal storage units in district heating systems. The results show that the proposed method could achieve significant cost savings when energy storage is employed. The proposed control strategy can be applied for both operating optimally district heating plants with storage and supporting investment planning for new storage units.
引用
收藏
页数:15
相关论文
共 50 条
  • [1] Demand side management in district heating systems by innovative control
    Guelpa, Elisa
    Marincioni, Ludovica
    [J]. ENERGY, 2019, 188
  • [2] New experimental facility for innovative district heating systems-District LAB
    Kallert, A.
    Lottis, D.
    Shan, M.
    Schmidt, D.
    [J]. ENERGY REPORTS, 2021, 7 : 62 - 69
  • [3] A Cloud Computing Framework for Smarter District Heating Systems
    Dalipi, Fisnik
    Yayilgan, Sule Yildirim
    Gebremedhin, Alemayehu
    [J]. IEEE 12TH INT CONF UBIQUITOUS INTELLIGENCE & COMP/IEEE 12TH INT CONF ADV & TRUSTED COMP/IEEE 15TH INT CONF SCALABLE COMP & COMMUN/IEEE INT CONF CLOUD & BIG DATA COMP/IEEE INT CONF INTERNET PEOPLE AND ASSOCIATED SYMPOSIA/WORKSHOPS, 2015, : 1413 - 1416
  • [4] Developing innovative business models for reducing return temperatures in district heating systems: Approach and first results
    Leoni, Paolo
    Geyer, Roman
    Schmidt, Ralf-Roman
    [J]. ENERGY, 2020, 195
  • [5] CONTROL PROCEDURES FOR LARGE DISTRICT HEATING SYSTEMS
    GUNDERMANN, E
    [J]. ENERGIETECHNIK, 1978, 28 (07): : 262 - 266
  • [6] Driver Support and Cooperative Systems Control Design: Framework and Preliminary Results
    Wang, M.
    Hoogendoorn, S. P.
    Daamen, W.
    Hoogendoorn, R. G.
    van Arem, B.
    [J]. 2012 AMERICAN CONTROL CONFERENCE (ACC), 2012, : 5751 - 5756
  • [7] Novel District Heating Systems: Methods and Simulation Results
    Huber, David
    Illyes, Viktoria
    Turewicz, Veronika
    Goetzl, Gregor
    Hammer, Andreas
    Ponweiser, Karl
    [J]. ENERGIES, 2021, 14 (15)
  • [8] Innovative Modernization of Building Heating Systems: The Economy and Ecology of a Hybrid District-Heating Substation
    Stokowiec, Katarzyna
    Wcislik, Sylwia
    Kotrys-Dzialak, Dagmara
    [J]. INVENTIONS, 2023, 8 (01)
  • [9] IMPROVING CONTROL-SYSTEMS OF DISTRICT HEATING TURBINES
    BUDNIKOV, IK
    RUBIN, VB
    KUZMIN, GI
    [J]. THERMAL ENGINEERING, 1972, 18 (11) : 45 - &
  • [10] Strategy evolution of control of extensive district heating systems
    Balate, Jaroslav
    Chramcov, Bronislav
    Navratil, Pavel
    Princ, Michal
    [J]. POWERENG2007: INTERNATIONAL CONFERENCE ON POWER ENGINEERING - ENERGY AND ELECTRICAL DRIVES PROCEEDINGS, VOLS 1 & 2, 2007, : 678 - 683