Machine learning-enhanced all-photovoltaic blended systems for energy-efficient sustainable buildings

Sustainable Energy Technologies and Assessments, Год журнала: 2024, Номер 62, С. 103636 - 103636

Опубликована: Янв. 21, 2024

The focus of this work is on the optimization an all-photovoltaic hybrid power generation systems for energy-efficient and sustainable buildings, aiming net-zero emissions. This research proposes a approach combining conventional solar panels with advanced window building integrated photovoltaic (BIPV) systems. By analyzing meteorological data using simulation models, we predict energy outputs different cities such as Kuala Lumpur, Sydney, Toronto, Auckland, Cape Town, Riyadh, Kuwait City. Although there are long payback times, our simulations demonstrate that proposed all-PV blended system can meet needs modern buildings (up to 78%, location dependent) be scaled up entire buildings. simulated results indicate Middle Eastern particularly suitable these systems, generating approximately 1.2 times more compared Canada. Additionally, outcome possible incorporation intelligent automated boost overall efficiency toward achieving environment.

Язык: Английский

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Quantifying the flexibility potential of electric vehicles in buildings and determining the investment strategy for charging infrastructure

eTransportation, Год журнала: 2025, Номер unknown, С. 100403 - 100403

Опубликована: Фев. 1, 2025

Язык: Английский

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Building-related electric vehicle charging behaviors and energy consumption patterns: An urban-scale analysis

Transportation Research Part D Transport and Environment, Год журнала: 2025, Номер 141, С. 104663 - 104663

Опубликована: Фев. 18, 2025

Язык: Английский

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A smart platform (BEVPro) for modeling, evaluating, and optimizing community microgrid integrated with buildings, distributed renewable energy, electricity storage, and electric vehicles

Journal of Building Engineering, Год журнала: 2024, Номер 87, С. 109077 - 109077

Опубликована: Март 16, 2024

Язык: Английский

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Quantifying energy flexibility potential of ground electric vehicles in an airport with real behavior data

Sustainable Cities and Society, Год журнала: 2024, Номер 105, С. 105331 - 105331

Опубликована: Март 11, 2024

Язык: Английский

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Can distributed photovoltaic-battery systems power buildings with favorable matching performance and techno-economic feasibility?

Energy Conversion and Management, Год журнала: 2024, Номер 306, С. 118260 - 118260

Опубликована: Март 16, 2024

Язык: Английский

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Characterizing cooling load in multi-area airport terminal buildings: Clustering and uncertainty analysis for energy flexibility

Journal of Building Engineering, Год журнала: 2023, Номер 79, С. 107797 - 107797

Опубликована: Сен. 22, 2023

Язык: Английский

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Feasibility Analysis of Indirect Evaporative Cooling System Assisted by Liquid Desiccant for Data Centers in Hot-Humid Regions

Sustainability, Год журнала: 2024, Номер 16(5), С. 2011 - 2011

Опубликована: Фев. 29, 2024

The rapid development of data centers (DCs) has led to a marked increase in energy consumption recent years, which poses direct challenge global efforts aimed at reducing carbon emissions. In regions with hot and humid climates, the demand is largely driven by air conditioning systems necessarily maintain appropriate operational temperatures. This study proposes novel multi-stage indirect evaporative cooling (IEC) system, incorporating liquid desiccant primary channel address demands such DCs. Our approach involves two-stage process where first stage uses desiccant-based IEC (LD-IEC) for dehumidification second utilizes treated from as secondary enhance effect. A simulation model proposed system established validation, performance was also discussed based on different operation modes. Furthermore, case conducted investigate feasibility using this DC under typical zone. findings reveal that first-stage LD-IEC capable diminishing wet-bulb temperature ambient air. demonstrates can greatly improve drop 72.7% compared single IEC, noticeably reduces time energy-intensive supplementary equipment 5092 h 31 given supply threshold 25 °C. summary, could substantially decrease reliance traditional systems, promising avenue fully use passive technology

Язык: Английский

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Quantifying the energy flexibility potential of a centralized air-conditioning system: A field test study of hub airports

Energy, Год журнала: 2024, Номер 298, С. 131313 - 131313

Опубликована: Апрель 14, 2024

Язык: Английский

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Energy consumption characteristics and rooftop photovoltaic potential assessment of elevated metro station

Sustainable Cities and Society, Год журнала: 2023, Номер 99, С. 104928 - 104928

Опубликована: Сен. 15, 2023

Язык: Английский

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