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Multi-objective optimization to balance thermal comfort and energy use in a mining camp located in the Andes Mountains at high altitude
Indexado
WoS WOS:000527571300026
Scopus SCOPUS_ID:85082836754
DOI 10.1016/J.ENERGY.2020.117121
Año 2020
Tipo artículo de investigación

Citas Totales

Autores Afiliación Chile

Instituciones Chile

% Participación
Internacional

Autores
Afiliación Extranjera

Instituciones
Extranjeras


Abstract



The mining industry is the largest electricity consumer in Chile. Sustainability reports of Chilean mining companies show that electricity consumption of mining camps is 350-500 kWh/m(2) per year. Despite cold climate conditions, mining camps show overheating, and 40% of the miners find them uncomfortable. Mining camps' energy access is difficult because they are located in remote zones. This paper aims to optimize the building envelope and HVAC system to minimize the total energy consumption and eliminate the overheating risk of a real mining camp located at 4400 m.a.s.l. The mining camp is 30,000 m(2) , built of timber prefabricated lightweight modules and hosts 1700 workers. The electricity consumption of the baseline case is 330 kWh/m(2) year and shows overheating. Multi-objective optimization is implemented to minimizing the electricity consumption while avoiding overheating. A hybrid multidimensional optimization algorithm implemented in GenOpt, a building energy simulation program (EnergyPlus) and several scripts developed in Pyhthon for optimizing discrete variables and calculating the overheating risk of each thermal zone are coupled. Two different cases are optimized depending on the heating systems: electric heaters (Case I), which is the current situation; and heat pumps with chilled beams with free cooling option (Case II). This paper shows that an efficient HVAC system (Case II) is crucial for achieving thermal comfort and minimizing electricity consumption, which reaches 112.9 kWh/m(2) year, representing a significant reduction of 66% compared to the baseline case. The optimization process provides not only the optimum set of energy-efficient strategies but also a set of feasible solutions close to the optimum that allows flexibility to choose other strategies based on economic, transportation and on-site construction constraints. (C) 2020 Published by Elsevier Ltd.

Revista



Revista ISSN
Energy 0360-5442

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Disciplinas de Investigación



WOS
Thermodynamics
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 Dietz, Annelore Mujer Pontificia Universidad Católica de Chile - Chile
2 VERA-ARAYA, SERGIO EDUARDO Hombre Pontificia Universidad Católica de Chile - Chile
3 BUSTAMANTE-GOMEZ, WALDO ENRIQUE Hombre Pontificia Universidad Católica de Chile - Chile
4 Flamant, Gilles Hombre Pontificia Universidad Católica de Chile - Chile

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Financiamiento



Fuente
Comisión Nacional de Investigación Científica y Tecnológica
CEDEUS
Centro de Desarrollo Urbano Sustentable
Comisión Nacional de Investigación Científica y Tecnológica
Fondo de Financiamiento de Centros de Investigación en Áreas Prioritarias
Center of Sustainable Urban Development
Center of Sustainable Urban Development (CEDEUS)
Tecno Fast Company

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Agradecimientos



Agradecimiento
The authors gratefully acknowledge Tecno Fast Company for proving the main information of Quebrada Blanca 2 mining camp. The authors also thank the support provided by the Center of Sustainable Urban Development (CEDEUS) under the research grant CONICYT/FONDAP 15110020. Finally, the authors express gratitude to Ramon Morales, CEO of Aermec Chile, for his support on the design of the HVAC system considered in Case II.
The authors gratefully acknowledge Tecno Fast Company for proving the main information of Quebrada Blanca 2 mining camp. The authors also thank the support provided by the Center of Sustainable Urban Development (CEDEUS) under the research grant CONICYT/FONDAP 15110020. Finally, the authors express gratitude to Ramón Morales, CEO of Aermec Chile, for his support on the design of the HVAC system considered in Case II.

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