A review of modelling and optimisation techniques for district heating systems

[1]  M. Lampinen,et al.  Energy efficiency improvements utilising mass flow control and a ring topology in a district heating network , 2014 .

[2]  Orazio Giuffrè,et al.  Methodological Frontier in Operational Analysis for Roundabouts: A Review , 2016, Front. Built Environ..

[3]  Marc A. Rosen,et al.  District heating and cooling: Review of technology and potential enhancements , 2012 .

[4]  Masatoshi Sakawa,et al.  Operational planning of district heating and cooling plants through genetic algorithms for mixed 0-1 linear programming , 2002, Eur. J. Oper. Res..

[5]  Jonathan A. Wright,et al.  Optimization of building thermal design and control by multi-criterion genetic algorithm , 2002 .

[6]  Risto Lahdelma,et al.  Genetic optimization of multi-plant heat production in district heating networks , 2015 .

[7]  Erik Dotzauer.  Experiences in mid-term planning of district heating systems , 2003 .

[8]  Sylvain Serra,et al.  A MINLP optimization of the configuration and the design of a district heating network: Academic study cases , 2016 .

[9]  Parham A. Mirzaei,et al.  A Review of District Heating Systems: Modeling and Optimization , 2016, Front. Built Environ..

[10]  Lazaros G. Papageorgiou,et al.  A mathematical programming approach for optimal design of distributed energy systems at the neighbourhood level , 2012 .

[11]  Martin Kumar Patel,et al.  District heating in the Netherlands today: A techno-economic assessment for NGCC-CHP (Natural Gas Combined Cycle combined heat and power) , 2013 .

[12]  Svend Svendsen,et al.  District Heating Network Design and Configuration Optimization with Genetic Algorithm , 2013 .

[13]  Antonella Meneghetti,et al.  Optimisation models for decision support in the development of biomass-based industrial district-heating networks in Italy , 2005 .

[14]  Qun Chen,et al.  An entransy dissipation-based method for global optimization of district heating networks , 2012 .

[15]  Saioa Herrero,et al.  Lessons learnt from network modelling in a low heat density district heating system , 2015 .

[16]  Guoqiang Zhang,et al.  Diameter optimization of district heating and cooling piping network based on hourly load , 2016 .

[17]  Luis M. Serra,et al.  International Conference on Solar Heating and Cooling for Buildings and Industry September 23-25 , 2013 , Freiburg , Germany Comparison of simple methods for the design of central solar heating plants with seasonal storage , 2014 .

[18]  Pengfei Jie,et al.  Modeling the dynamic characteristics of a district heating network , 2012 .

[19]  Marco Locatelli,et al.  Convergence of a Simulated Annealing Algorithm for Continuous Global Optimization , 2000, J. Glob. Optim..

[20]  Milorad Bojić,et al.  Linear programming optimization of heat distribution in a district-heating system by valve adjustments and substation retrofit , 2000 .

[21]  Hai Lu,et al.  Energy quality management for building clusters and districts (BCDs) through multi-objective optimization , 2014 .

[22]  Deying Li,et al.  Operation optimization of existing district heating systems , 2015 .

[23]  Richard E. Blanchard,et al.  Monitoring and operational results of a hybrid solar-biomass heating system , 2008 .

[24]  Ole Langniss,et al.  Renewable Energy in Europe , 2003 .

[25]  Sven Werner,et al.  District heating in sequential energy supply , 2012 .

[26]  Pingfang Hu,et al.  A Baseline Model for Office Building Energy Consumption in Hot Summer and Cold Winter Region , 2009, 2009 International Conference on Management and Service Science.

[27]  Jan Dahl,et al.  A method for the simulation and optimization of district heating systems with meshed networks , 2015 .

[28]  Jørgen Erik Christensen,et al.  Low-energy district heating in energy-efficient building areas , 2011 .

[29]  Daniel Favrat,et al.  Environomic multi-objective optimisation of a district heating network considering centralized and decentralized heat pumps , 2008 .

[30]  T. Srinivas,et al.  Comparative studies of augmentation in combined cycle power plants , 2014 .

[31]  Geoffrey P. Hammond,et al.  Potential for use of heat rejected from industry in district heating networks, GB perspective , 2014 .

[32]  Bernd Möller,et al.  The importance of flexible power plant operation for Jiangsu's wind integration , 2012 .

[33]  Leyla Ozgener,et al.  Coefficient of performance (COP) analysis of geothermal district heating systems (GDHSs): Salihli GDHS case study , 2012 .

[34]  Armin Schnettler,et al.  Multi-objective optimization and simulation model for the design of distributed energy systems , 2016 .

[35]  Yi Jiang,et al.  Key issues and solutions in a district heating system using low-grade industrial waste heat , 2015 .

[36]  Rong-Jiang Ma,et al.  Application of Particle Swarm Optimization Algorithm in the Heating System Planning Problem , 2013, TheScientificWorldJournal.

[37]  XueTao Cheng,et al.  Optimization modeling of district heating networks and calculation by the Newton method , 2013 .

[38]  Arif Hepbasli,et al.  A review on energetic, exergetic and exergoeconomic aspects of geothermal district heating systems (GDHSs) , 2010 .

[39]  Frank Pettersson,et al.  A model for structural and operational optimization of distributed energy systems , 2014 .

[40]  Mauro Reini,et al.  Multicriteria optimization of a distributed energy supply system for an industrial area , 2013 .

[41]  Daniel E. Fisher,et al.  EnergyPlus: creating a new-generation building energy simulation program , 2001 .

[42]  İsmail Yabanova,et al.  The use of artificial neural network to evaluate insulation thickness and life cycle costs: Pipe insulation application , 2014 .

[43]  Koen Steemers,et al.  Behavioural, physical and socio-economic factors in household cooling energy consumption , 2011 .

[44]  Svend Svendsen,et al.  Numerical modelling and experimental measurements for a low-temperature district heating substation for instantaneous preparation of DHW with respect to service pipes , 2012 .

[45]  Svend Svendsen,et al.  Method for optimal design of pipes for low-energy district heating, with focus on heat losses , 2011 .

[46]  Shahaboddin Shamshirband,et al.  Forecasting of consumers heat load in district heating systems using the support vector machine with a discrete wavelet transform algorithm , 2015 .

[47]  Prabhata K. Swamee,et al.  Design of Water Supply Pipe Networks , 2008 .

[48]  Darko Goricanec,et al.  Optimisation of tree path pipe network with nonlinear optimisation method , 2009 .

[49]  Jan-Olof Dalenbäck.  Solar District Heating and Cooling , 2007 .

[50]  Brian Vad Mathiesen,et al.  4th Generation District Heating (4GDH) Integrating smart thermal grids into future sustainable energy systems , 2014 .

[51]  George Papadakis,et al.  Design of biomass district heating systems , 2009 .

[52]  Jan Carmeliet,et al.  Optimising urban energy systems: Simultaneous system sizing, operation and district heating network layout , 2016 .

[53]  Svend Svendsen,et al.  Improving the Dimensioning of Piping Networks and Network Layouts in Low-Energy District Heating Systems Connected to Low-Energy Buildings: A Case Study in Roskilde, Denmark , 2012 .

[54]  Jin Yang,et al.  On-line building energy prediction using adaptive artificial neural networks , 2005 .

[55]  Peter Lund,et al.  Review of energy system flexibility measures to enable high levels of variable renewable electricity , 2015 .

[56]  Miao Li,et al.  Economic and environmental optimization for distributed energy resource systems coupled with district energy networks , 2016 .

[57]  Kevin Sartor,et al.  Simulation Models to Size and Retrofit District Heating Systems , 2017 .

[58]  Wei Li,et al.  Applications of simulated annealing to district heating network design and extension, to CMOS circuits sizing and to filter bank design , 1993, System Modelling and Optimization.

[59]  Michel Noussan,et al.  Biomass-fired CHP and heat storage system simulations in existing district heating systems , 2014 .

[60]  Ala Hasan,et al.  A combined low temperature water heating system consisting of radiators and floor heating , 2009 .

[61]  Alemayehu Gebremedhin,et al.  Introducing District Heating in a Norwegian town – Potential for reduced Local and Global Emissions , 2012 .

[62]  Jefferson W. Tester,et al.  Geothermal energy from the earth : Its potential impact as an environmentally sustainable resource , 1997 .

[63]  Mauro Reini,et al.  Optimization of Distributed Trigeneration Systems Integrated with Heating and Cooling Micro-grids , 2011 .

[64]  Ioan Sarbu,et al.  Energy Savings Potential for Pumping Water in District Heating Stations , 2015 .

[65]  François Maréchal,et al.  Design and optimization of district energy systems , 2007 .

[66]  Frank Pettersson,et al.  Structural and operational optimisation of distributed energy systems , 2006 .

[67]  Min Guo,et al.  Dynamic modeling of thermal conditions for hot-water district-heating networks , 2014 .

[68]  Sven Werner,et al.  International review of district heating and cooling , 2017 .

[69]  Alberto Coronas,et al.  Review of optimization models for the design of polygeneration systems in district heating and cooling networks , 2007 .

[70]  Lisa Branchini,et al.  District Heating Network Design and Analysis , 2014 .

[71]  Francis Allard.  European Actions to Improve Energy Efficiency of Buildings , 2008 .

[72]  Jurij Krope,et al.  Determination of Optimal District Heating Pipe Network Configuration , 2010 .

[73]  Jan Erik Nielsen,et al.  IEA-SHC Task 45: Large Solar Heating/Cooling Systems, Seasonal Storage, Heat Pumps , 2012 .

[74]  İsmail Yabanova,et al.  Development of ANN model for geothermal district heating system and a novel PID-based control strategy , 2013 .

[75]  Markku Lampinen,et al.  Study of a district heating system with the ring network technology and plate heat exchangers in a consumer substation , 2014 .

[76]  Christos N. Markides,et al.  Modelling and optimising the marginal expansion of an existing district heating network , 2017 .

[77]  Ruzhu Wang,et al.  A review of available technologies for seasonal thermal energy storage , 2014 .

[78]  Masatoshi Sakawa,et al.  Operation planning of district heating and cooling plants using genetic algorithms for mixed integer programming , 2001, Appl. Soft Comput..

[79]  Tung Liang,et al.  Design of Conduit System with Diverging Branches , 1975 .

[80]  Sven Werner,et al.  Fault detection in district heating substations , 2015 .

[81]  F. Haghighat,et al.  Integration of storage and renewable energy into district heating systems: A review of modelling and optimization , 2016 .

[82]  François Maréchal,et al.  Multi-objective, multi-period optimization of district energy systems: IV – A case study , 2015 .

[83]  Angus R. Simpson,et al.  Application of two ant colony optimisation algorithms to water distribution system optimisation , 2006, Math. Comput. Model..

[84]  László Garbai,et al.  Determination of optimal pipe diameters for radial fixed-track district heating networks , 2014 .

[85]  Ioan Sarbu,et al.  Nodal Analysis of Urban Water Distribution Networks , 2014, Water Resources Management.

[86]  Daniele Vigo,et al.  Decision Support Systems for Energy Production Optimization and Network Design in District Heating Applications , 2016 .

[87]  Rasmus Søgaard Lund,et al.  Choice of insulation standard for pipe networks in 4th generation district heating systems , 2016 .

[88]  Xiaomin Zhao,et al.  Biologically Inspired Optimization of Building District Heating Networks , 2013 .

[89]  Corneliu T. C. Arsene,et al.  MODELLING AND SIMULATION OF WATER SYSTEMS BASED ON LOOP EQUATIONS , 2004 .

[90]  Quentin W. Martin.  Optimal Design of Water Conveyance Systems , 1980 .

[91]  Daniele Vigo,et al.  An optimization approach for district heating strategic network design , 2016, Eur. J. Oper. Res..

[92]  John H. Holland,et al.  Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence , 1992 .

[93]  Marcus Eriksson,et al.  Future use of heat pumps in Swedish district heating systems: Short- and long-term impact of policy instruments and planned investments , 2007 .

[94]  Hongbo Ren,et al.  A MILP model for integrated plan and evaluation of distributed energy systems , 2010 .

[95]  Andrea Toffolo,et al.  Design Optimization of a District Heating Network Expansion, a Case Study for the Town of Kiruna , 2017 .

[96]  Benny Bøhm,et al.  Operational optimization in a district heating system , 1995 .

[97]  Idel Montalvo,et al.  Design optimization of wastewater collection networks by PSO , 2008, Comput. Math. Appl..

[98]  Toshihiko Nakata,et al.  Optimum design of district heating: Application of a novel methodology for improved design of community scale integrated energy systems , 2012 .

[99]  Kody M. Powell,et al.  Heating, cooling, and electrical load forecasting for a large-scale district energy system , 2014 .

[100]  J. Danielewicz,et al.  Trends of European research and development in district heating technologies , 2017 .

[101]  N. Fukata,et al.  Improved Separation and Collection of Charge Carriers in Micro-Pyramidal-Structured Silicon/PEDOT:PSS Hybrid Solar Cells , 2017 .

[102]  Dragoljub Kosanovic,et al.  Economic optimization of combined cycle district heating systems , 2014 .

[103]  Sven Werner,et al.  Profitability of sparse district heating , 2008 .

[104]  Magnus Åberg,et al.  Optimisation of a Swedish district heating system with reduced heat demand due to energy efficiency measures in residential buildings , 2011 .

[105]  Thomas Nuytten,et al.  Flexibility of a combined heat and power system with thermal energy storage for district heating , 2013 .

[106]  Parham A. Mirzaei,et al.  Urban neighborhood characteristics influence on a building indoor environment , 2015 .

[107]  Helge V. Larsen,et al.  A comparison of aggregated models for simulation and operational optimisation of district heating networks , 2004 .

[108]  Marco Dorigo,et al.  Ant system: optimization by a colony of cooperating agents , 1996, IEEE Trans. Syst. Man Cybern. Part B.

[109]  Andrea Toffolo,et al.  Optimization of multi-source complex district heating network, a case study , 2017 .

[110]  Thomas Stützle,et al.  MAX-MIN Ant System , 2000, Future Gener. Comput. Syst..

[111]  Miika Rämä,et al.  Models for fast modelling of district heating and cooling networks , 2018 .

[112]  Dorte Skaarup Østergaard,et al.  Experience from a practical test of low-temperature district heating for space heating in five Danish single-family houses from the 1930s , 2018, Energy.

[113]  Helge V. Larsen,et al.  Aggregated dynamic simulation model of district heating networks , 2002 .

[114]  Geoffrey P. Hammond,et al.  Assessment of community energy supply systems using energy, exergy and exergoeconomic analysis , 2012 .

[115]  Carlos E. Pedreira,et al.  Neural networks for short-term load forecasting: a review and evaluation , 2001 .

[116]  İsmail Yabanova,et al.  Thermal monitoring and optimization of geothermal district heating systems using artificial neural network: A case study , 2012 .

[117]  Dag Henning.  MODEST : an energy-system optimisation model applicable to local utilities and countries , 1997 .

[118]  Mehmet Kanoglu,et al.  Exergoeconomic analysis and optimization of combined heat and power production: A review , 2009 .

[119]  Jun Zhao,et al.  Hydraulic performance of a new district heating systems with distributed variable speed pumps , 2013 .

[120]  İsmail Yabanova,et al.  Energetic and economic evaluations of geothermal district heating systems by using ANN , 2013 .

[121]  Roberto Aringhieri,et al.  Optimal Operations Management and Network Planning of a District Heating System with a Combined Heat and Power Plant , 2003, Ann. Oper. Res..

[122]  Kumiko Kondo,et al.  Energy and exergy utilization efficiencies in the Japanese residential/commercial sectors , 2009 .

[123]  Ioan Sarbu,et al.  Optimization of Path for Water Transmission and Distribution Systems , 2014 .

[124]  Sven Werner,et al.  Thermal energy storage systems for district heating and cooling , 2021, Advances in Thermal Energy Storage Systems.