Optimized Operation and Sizing of Solar District Heating Networks with Small Daily Storage

被引:5
作者
Delubac, Regis [1 ]
Sadr, Mohammad [1 ]
Sochard, Sabine [1 ]
Serra, Sylvain [1 ]
Reneaume, Jean-Michel [1 ]
机构
[1] Univ Pau & Pays Adour, UPPA E2S, LaTEP, F-64000 Pau, France
关键词
solar thermal energy; district heating networks; multi-sources; economic nonlinear optimization; typical days; THERMAL-ENERGY STORAGE; SYSTEM; DEMAND; MODEL; CHP; COGENERATION; SIMULATIONS; INTEGRATION; SELECTION; DESIGN;
D O I
10.3390/en16031335
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
To continue improving the integration of solar thermal in district heating networks, optimization tools that can study both sizing and operation of heating plants are needed. In this article, the ISORC tool was used to study the sizing and coupled operation of smaller storage and solar fields with other heating sources such as biomass and gas boilers. For this, a k-medoids algorithm was applied to select consecutive characteristic days to size the system based on an optimal operation of consecutive days in the same season. The formulated problem was nonlinear, and the objective function to be minimized was the total cost. Two case studies with different day constructions and distributions were studied with various sensitivity analysis. The formulation and methodology allowed us to study different cases and situations easily and proved the importance of the selection and attribution of typical days. In all cases, the results showed that even with a daily approach, solar thermal covers approximately 20% of the demand, which demonstrates the relevance of considering and developing small daily storage with small solar fields.
引用
收藏
页数:20
相关论文
共 47 条
  • [1] [Anonymous], 2021, DBF
  • [2] [Anonymous], 2021, SOLAR DISTRICT HEATI
  • [3] [Anonymous], 2022, SOL RAD DAT HOM
  • [4] [Anonymous], 2021, EUROHEAT POWER
  • [5] Analysis of K-Means and K-Medoids Algorithm For Big Data
    Arora, Preeti
    Deepali
    Varshney, Shipra
    [J]. 1ST INTERNATIONAL CONFERENCE ON INFORMATION SECURITY & PRIVACY 2015, 2016, 78 : 507 - 512
  • [6] Bezanson J., US
  • [7] Optimization of a Distributed Cogeneration System with solar district heating
    Buoro, Dario
    Pinamonti, Piero
    Reini, Mauro
    [J]. APPLIED ENERGY, 2014, 124 : 298 - 308
  • [8] Optimal integration of solar energy in a district heating network
    Carpaneto, E.
    Lazzeroni, P.
    Repetto, M.
    [J]. RENEWABLE ENERGY, 2015, 75 : 714 - 721
  • [9] Optimal lay-out and operation of combined heat & power (CHP) distributed generation systems
    Casisi, M.
    Pinamonti, P.
    Reini, M.
    [J]. ENERGY, 2009, 34 (12) : 2175 - 2183
  • [10] A review of computer tools for analysing the integration of renewable energy into various energy systems
    Connolly, D.
    Lund, H.
    Mathiesen, B. V.
    Leahy, M.
    [J]. APPLIED ENERGY, 2010, 87 (04) : 1059 - 1082