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Techno-economic assessment of photovoltaic plants considering high temporal resolution and non-linear dynamics of battery storage
Indexado
WoS WOS:000938710400001
Scopus SCOPUS_ID:85147287435
DOI 10.1016/J.APENERGY.2023.120712
Año 2023
Tipo artículo de investigación

Citas Totales

Autores Afiliación Chile

Instituciones Chile

% Participación
Internacional

Autores
Afiliación Extranjera

Instituciones
Extranjeras


Abstract



The addition of energy storage systems for photovoltaic plants in order to provide reliability and flexibility in their dispatch is a very active line of research, as it studies plant design configurations and different dispatch strategies to improve the coupling of variable renewable solar generation with conventional hydro/thermal electric grids to enable large-scale participation of renewables in these systems. Nevertheless, battery degradation is a critical parameter to assess the plant's lifetime performance as it depends upon the battery's operational principles, design and usage pattern, which coupled with their inherent non-linearities makes them a potential source of uncertainty in assessments, should the involved phenomena be overly simplified. In this work, we explore different photovoltaic plant configurations with batteries operating under a dispatch optimization algorithm that considers operational power forecasts, market pricing information and a series of constraints to improve their coupling with electric networks. The battery system is modelled considering the electrical, thermal and degradation phenomena occurring during its life cycle, as well as considering a variable charge/discharge efficiency and it's simulated at high temporal resolution to account for any sub-hourly non-linear dynamics. The results show that considering time steps over 30 min for battery simulation during dispatch can lead to noticeable differences in key performance indicators when compared to one-minute cases and it was found that 10-minutes offered the best compromise in accuracy and computational cost. Additionally, it was found that, depending on their design, effective yearly degradation rates for batteries are highly variable and can reach values that deviate substantially from commonly-used constant assumptions, demonstrating the value of degradation modeling for lifecycle assessment. Finally, it was observed that plant configurations suited for specific operational modes such as smoothing and peak shaving could be obtained by analyzing their dispatch characteristics under the dispatch optimization algorithm, instead of following the usual approach of setting the operational mode and tuning the plant for it. This finding suggests that a design philosophy that adapts the plant's design to the dynamic the market's dynamic could be highly suitable for electric systems in which no central agent determines the expansion of the system.

Revista



Revista ISSN
Applied Energy 0306-2619

Métricas Externas



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Disciplinas de Investigación



WOS
Engineering, Chemical
Energy & Fuels
Scopus
Sin Disciplinas
SciELO
Sin Disciplinas

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Publicaciones WoS (Ediciones: ISSHP, ISTP, AHCI, SSCI, SCI), Scopus, SciELO Chile.

Colaboración Institucional



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Autores - Afiliación



Ord. Autor Género Institución - País
1 Castillejo‐cuberos, Armando Hombre Pontificia Universidad Católica de Chile - Chile
2 CARDEMIL-IGLESIAS, JOSE MIGUEL Hombre Pontificia Universidad Católica de Chile - Chile
3 ESCOBAR-HENRIQUEZ, RAUL GUILLERMO Hombre Pontificia Universidad Católica de Chile - Chile

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Financiamiento



Fuente
Fondo Nacional de Desarrollo Científico y Tecnológico
Pontificia Universidad Católica de Chile
Corporación de Fomento de la Producción
CORFO project
Agencia Nacional de Investigación y Desarrollo
VRI-CPD Scholarship
ANID/FONDECYT
VRI-CPD

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Agradecimientos



Agradecimiento
Armando Castillejo-Cuberos wishes to acknowledge financial support for this work from the VRI-CPD Scholarship granted by the Pontificia Universidad Católica de Chile and support from project ANID/FONDECYT 3220686 as well partial financial support by CORFO project 13CEI2-21803. The authors wish to acknowledge additional support from project ANID/FONDECYT 1201337. No funding source had any involvement in data preparation, analysis, interpretation, writing or decision to submit for this work.
Armando Castillejo-Cuberos wishes to acknowledge financial support for this work from the VRI-CPD Scholarship granted by the Pontificia Universidad Catolica de Chile and support from project ANID/FONDECYT 3220686 as well partial financial support by CORFO project 13CEI2-21803. The authors wish to acknowledge additional support from project ANID/FONDECYT 1201337. No funding source had any involvement in data preparation, analysis, interpretation, writing or decision to submit for this work.

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