An Ensemble Approach Combining LSTM and Random Forest for Forecasting Product Stock Expenditure in Retail DOI

Jessica Jessica,

Suryasari

Published: Dec. 12, 2024

Language: Английский

A literature review investigating the impact of temperature and humidity on volatile organic compound emissions from building materials DOI

Yingrui Zhu,

Shan Guo,

Weihui Liang

et al.

Building and Environment, Journal Year: 2024, Volume and Issue: 262, P. 111845 - 111845

Published: July 14, 2024

Language: Английский

Citations

5
Smartphone-based colorimetric detection of formaldehyde in the air DOI
Meng Yang, Jin Ye,

Tao Yu

et al.

Building Simulation, Journal Year: 2024, Volume and Issue: unknown

Published: Sept. 3, 2024

Language: Английский

Citations

4
Green intelligent building design based on integrated photovoltaic/thermal building DOI Creative Commons
Tianchi Wang

International Journal of Renewable Energy Development, Journal Year: 2025, Volume and Issue: 14(3), P. 485 - 494

Published: March 19, 2025

With the increasingly prominent contradiction between energy consumption and environmental governance, integrated photovoltaic/thermal building system has broad development prospects in conservation. However, improper placement of photovoltaic solar thermal collectors results inability systems to maximize conversion. In order combine photoelectric photothermal technology with architectural design, realize efficient conversion utilization energy, reduce dependence on traditional sources, consumption, research based comprehensive building, designed an system, optimized for different light resources conditions collectors. The achieved zero operation when total winter was 798.92kW·h. cumulative power supply heat generation throughout were 214.63kW·h 79.68kW·h. This study uses replace roof coverings or insulation layers, which declines impact buildings, avoids duplicate investment cuts cost. can improve efficiency, meet heating needs, enhance resource pollution, promote sustainable construction industry

Language: Английский

Citations

0
Experimental validation of adsorption filter model under dynamic VOC concentrations: Prediction of long-term efficiency DOI
Ruiyan Zhang, Ziying Li,

Xiangyuan Guan

et al.

Building Simulation, Journal Year: 2024, Volume and Issue: 17(7), P. 1201 - 1212

Published: June 20, 2024

Language: Английский

Citations

2
The Improvement Plan of Natural Ventilation Performance Evaluation of Residential Buildings in Green Building Certification (G-SEED) DOI

Il Myung,

Heakyung Yoon

KIEAE Journal, Journal Year: 2024, Volume and Issue: 24(5), P. 23 - 33

Published: Oct. 31, 2024

Purpose: G-SEED has had a significant impact on reducing carbon emissions and saving energy in the eco-friendly building sector. Additionally, it contributed to improving indoor air quality by promoting use of pollutant reduction materials. However, an analysis formaldehyde VOCs concentrations 30 buildings that obtained revealed some VOC exceeded recommended levels, despite materials emitting less than TVOC standard. To address this issue, study conducted feasibility appropriate ratio natural ventilation performance suggested for windows, which can affect emissions. Method: Measurements simulation analyses were carried out three locations certified buildings. In measurement analysis, concentration characteristics studied with windows doors closed. During ventilation, there was rapid decrease within minutes. Based these findings, applying 11 per floor area. The results showed when window application rate at least 6%, decreased IAQ level 1 Result: Consequently, based results, proposes improvement plan revise category residential current G-SEED, lowering minimum requirement from 8% 6%.

Language: Английский

Citations

0
An Ensemble Approach Combining LSTM and Random Forest for Forecasting Product Stock Expenditure in Retail DOI

Jessica Jessica,

Suryasari

Published: Dec. 12, 2024

Language: Английский

Citations

0