4.7 Article

An agent-based model to support the preliminary design and operation of heating and power grids with cogeneration units and photovoltaic panels in densely populated areas

Journal

ENERGY
Volume 261, Issue -, Pages -

Publisher

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.energy.2022.125317

Keywords

Energy districts; Distribution; Modeling tools; Energy community; Photovoltaic panels; Demand and production; Agent-based simulation

Funding

  1. European Union
  2. Italian Ministry of Education, University and Research [AIM1889410]

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The use of renewable energy production systems and cogeneration units in urban territories can help address the challenges posed by increasing energy demands in residential neighborhoods. This paper proposes a tool that models heating and electricity networks integrated with cogeneration units and PV panels in urban areas. The results of a case study in a densely populated area in Southern Italy show that extending pipelines up to 300 m is beneficial for thermal distribution, while an energy community with a radius of around 100 m is sufficient for electrical distribution.
The increase in the energy demands of residential neighborhoods constitutes a huge challenge to be faced. A viable option lies in the insertion of both renewable energy production systems and cogeneration units within urban territories. On-site production allows for the satisfaction of the heating and electrical demands of end-users and favors the distribution of produced energy within the neighborhood, especially under the regulatory framework of energy communities. This paper proposes a tool to model heating and electricity networks inte-grated with cogeneration units and PV panels installed in urban areas. The tool accounts for the following possibilities: (i) energy flow management and power sizes of both heating and electric networks, and (ii) eval-uation of the electricity sharing configurations arising within energy communities. To better clarify the capability of the tool in supporting energy analysts and decision-makers, a densely populated area in Southern Italy is proposed as a case study. Regarding thermal distribution, results demonstrated that it is better to plan pipelines extended up to 300 m to take full advantage of the insertion of the CHP in the areas. Different considerations apply to the electrical distribution; here, an energy community extended over a geographical area with a radius of around 100 m is sufficient to guarantee an almost fully connected grid and obtain in any case exceeding production to be released to the centralized network.

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