System Dynamics Model of Decentralized Household Electricity Storage Implementation: Case Study of Latvia

被引:2
|
作者
Gravelsins, Armands [1 ]
Atvare, Erlanda [1 ]
Kudurs, Edgars [1 ]
Kubule, Anna [1 ]
Blumberga, Dagnija [1 ]
机构
[1] Riga Tech Univ, Inst Energy Syst & Environm, Fac Elect & Environm Engn, Azenes Iela 12-1, LV-1048 Riga, Latvia
来源
SMART CITIES | 2023年 / 6卷 / 05期
关键词
battery energy storage; energy management; household consumption; photovoltaic; solar panels; system dynamics; RENEWABLE ENERGY; SIMULATION; GENERATION;
D O I
10.3390/smartcities6050115
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Increasing renewable energy share in total energy production is a direction that leads toward the European Union's aims of carbon neutrality by 2050, as well as increasing energy self-sufficiency and independence. Some of the main challenges to increasing renewable energy share while providing an efficient and secure energy supply are related to the optimization and profitability of de-centralized energy production systems. Integration of energy storage systems in addition to decentralized renewable energy production, for example, by solar panels, leads to more effective electricity supply and smart energy solutions. The modeling of such a complex dynamic system can be performed using the system dynamics method. The main aim of this research is to build and validate the basic structure of the system dynamics model for PV and battery diffusion in the household sector. A system dynamics model predicting the implementation of battery storage in private households was created for the case study of Latvia. Modeling results reveal that under the right conditions for electricity price and investment costs and with the right policy interventions, battery storage technologies combined with PV panels have a high potential for utilization in the household sector. Model results show that in a baseline scenario with no additional policies, up to 21,422 households or 10.8% of Latvian households could have combined PV and battery systems installed in 2050. Moderate subsidy policy can help to increase this number up to 25,118.
引用
收藏
页码:2553 / 2573
页数:21
相关论文
共 50 条
  • [21] Solar district heating system in Latvia: A case study
    Lebedeva, Kristina
    Migla, Lana
    Odineca, Tatjana
    JOURNAL OF KING SAUD UNIVERSITY SCIENCE, 2023, 35 (10)
  • [22] ELECTRICITY SYSTEM OPTIMIZATION: A CASE OF THE CZECH ELECTRICITY SYSTEM - APPLICATION OF MODEL MESSAGE
    Recka, Lukas
    INTERNATIONAL DAYS OF STATISTICS AND ECONOMICS, 2011, : 534 - 542
  • [23] Identifying household electricity consumption patterns: A case study of Kunshan, China
    Yang, Ting
    Ren, Minglun
    Zhou, Kaile
    RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2018, 91 : 861 - 868
  • [24] Study Case of Household Electricity Consumption Patterns in London by Clustering Methodology
    Maria Luna-Romera, Jose
    Carranza-Garcia, Manuel
    Gutierrez-Aviles, David
    Riquelme-Santos, Jose C.
    16TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING MODELS IN INDUSTRIAL AND ENVIRONMENTAL APPLICATIONS (SOCO 2021), 2022, 1401 : 706 - 716
  • [25] A study of price transmission relationship between electricity wholesale and retail electricity markets based on system dynamics model
    Wang, WeiShuai
    Sun, ZhuoXin
    Wang, ZhiMing
    Zheng, Yi
    Meng, XiangJun
    Dong, Jun
    Jiang, YuZheng
    2ND INTERNATIONAL CONFERENCE ON APPLIED MATHEMATICS, MODELLING, AND INTELLIGENT COMPUTING (CAMMIC 2022), 2022, 12259
  • [26] Model for an integrated manufacturing system implementation in China: a case study
    Tseng, H.C.
    Ip, W.H.
    Ng, K.C.
    Journal of Engineering and Technology Management - JET-M, 1999, 16 (01): : 83 - 101
  • [27] A model for an integrated manufacturing system implementation in China: a case study
    Tseng, HC
    Ip, WH
    Ng, KC
    JOURNAL OF ENGINEERING AND TECHNOLOGY MANAGEMENT, 1999, 16 (01) : 83 - 101
  • [28] The Effect of Prepaid Electricity System on Household Energy Consumption - the Case of Bogor, Indonesia
    Nugroho, S. B.
    Zusman, E.
    Nakano, R.
    Takahashi, K.
    Koakutsu, K.
    Kaswanto, R. L.
    Arifin, N.
    Munandar, A.
    Arifin, H. S.
    Muchtar, M.
    Gomi, K.
    Fujita, T.
    URBAN TRANSITIONS CONFERENCE, 2017, 198 : 642 - 653
  • [29] Simulation of a Multilevel Storage Model for a Renewable German Electricity System
    Wehrle, Nico
    Heindl, Eduard
    PROCEEDINGS OF THE 14TH INTERNATIONAL RENEWABLE ENERGY STORAGE CONFERENCE 2020 (IRES 2020), 2021, 6 : 239 - 246
  • [30] Best Energy Mixture Model Based on Simulation Analysis on Electricity Generation - A Case Study for Latvia with Combination of Wind and Biomass Power
    Endrjukaite, Tatiana
    Dudko, Alexander
    Okano, Kunihiko
    Yamamoto, Hiromi
    INFORMATION MODELLING AND KNOWLEDGE BASES XXX, 2019, 312 : 169 - 183