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1. LSTM with shallow NNs for indoor temperature long-term predictions in refrigeration systems NSTL国家科技图书文献中心

Javier,Machacuay |  Jose,Manrique-Silupu... -  《Neural computing & applications》 - 2025,37(2) - 1067~1088 - 共22页

摘要: long-term indoor temperature modeling and a candidate | . However, they require an accurate long-term indoor |  temperature prediction model, and finding such a model is |  predictions in longer prediction horizons. Two versions of | Refrigeration systems account for a
关键词: Deep learning |  Neural network |  LSTM |  Sequence modeling |  Refrigeration system

2. AIR SAFE: Leveraging IoT Sensors and AI Models to Foster Optimal Indoor Conditions NSTL国家科技图书文献中心

Mariangela Viviani |  Simone Colace... -  《Numerical Computations,Part III》 -  International Conference on Numerical Computations: Theory and Algorithms - 2025, - 207~219 - 共13页

摘要: predictions of temperature, relative humidity, and CO_2 | The need of safe and livable indoor |  of time people spend indoor. In addition, the |  the outdoor to indoor spaces. To guarantee an |  optimal indoor environmental quality, monitoring and
关键词: Air quality |  Internet of things |  Smart environment |  IoT sensors |  Machine learning |  Neural networks

3. Optimizing indoor environmental prediction in smart buildings: A comparative analysis of deep learning models NSTL国家科技图书文献中心

Minassian R. |  Mihaita A.-S.... -  《Energy and buildings》 - 2025,327(Jan.) - 1.1~1.15 - 共15页

摘要: learning models for predicting indoor environmental |  outperformed LSTM and hybrid models in predicting indoor |  temperature. We found that multivariate input configurations |  temperature, humidity, and Heating, Ventilation, and Air |  for predictions. Our experiments also revealed
关键词: Deep learning |  Indoor environmental quality |  Smart buildings |  Spatio-temporal data |  Temperature prediction |  Timeseries forecasting

4. Predicting the energetic performance of an automobile heat pump utilising a fixed capacity compressor and R1234yf using ANN modelling NSTL国家科技图书文献中心

Alkan, Alpaslan |  Koc, Mehmet Akif -  《International Journal of Refrigeration》 - 2025,170 - 363~384 - 共22页

摘要: discharge temperature, indoor unit output airflow |  compressor speeds, indoor unit intake air flow rates |  temperature, refrigerant mass flow rate, compressor power |  neural network predictions. The training and testing of | This study used experimental data to
关键词: Automobile heat pump (AHP) |  Artificial neural network (ANN) |  R1234yf refrigerant |  Performance assessment |  Predictive modelling

5. Kinetic analysis of TCPP emission from fireproofed upholstered furniture under realistic indoor conditions NSTL国家科技图书文献中心

Plaisance H. |  Desauziers V.... -  《Building and environment》 - 2025,267(Jan. Pt.A) - 1.1~1.8 - 共8页

摘要: characteristics and mechanisms governing the indoor emissions of |  concentrations in indoor air and at the surface of a source |  dependence on temperature appear to be the key parameters |  8 × 107 for a temperature of 23 °C. The |  temperature dependence of Kma was addressed using the
关键词: Emission from furniture |  Emission model |  Flame retardants |  Indoor air quality |  Organophosphate esters |  SVOC

6. An opensource indoor climate and yield prediction model for Chinese solar greenhouses NSTL国家科技图书文献中心

Zhou, Bo |  Lastiri, Daniel Reye...... -  《Biosystems Engineering》 - 2025,250 - 183~212 - 共30页

摘要:. Indoor air temperature showed the acceptable results |  CSG design and operation influence indoor climate |  predicted indoor climate variables and tomato yield across | , tomato yield predictions exhibited satisfactory errors | This study introduces a climate model for
关键词: Chinese solar greenhouse |  Climate model |  Tomato yield prediction |  Sensitivity analysis

7. Assessing thermal comfort and participation in residential demand flexibility programs NSTL国家科技图书文献中心

Nambiar, Chitra |  Schiavon, Stefano... -  《Energy and buildings》 - 2025,328(Feb.) - 1.1~1.13 - 共13页

摘要:) DF event setpoint offsets that maintain indoor |  degree of temperature offset from baseline conditions | ; 3) The delayed impact of changes in indoor |  operative temperature in response to setpoint offsets |  accurate predictions of participation rates and savings
关键词: Demand side management |  Residential demand flexibility participation |  Indoor thermal comfort evaluation |  Household energy use decision making |  Winter demand flexibility |  Heat pumps |  Demand side management in underserved rural |  community |  ENVIRONMENTS |  STRATEGIES...

8. Automatic assessment of fuel load and fire risk via digitized database and intelligent computer vision NSTL国家科技图书文献中心

Ding, Yifei |  Deng, Ron... -  《Transactions of The Institution of Chemical Engineers,Part B.Process Safety and Environmental Protection》 - 2025,197 - 共17页

摘要: automatically assess indoor fuel load and fire safety by |  predicted based on a parametric temperature-time model to |  maximum gas temperature are 32% and 13% higher |  enables more accurate predictions of fire behavior | Fuel load assessment is essential to evaluate
关键词: Fuel load |  AI system |  Deep learning |  Smart firefighting |  Web software |  Fire risk

9. Performance analysis of hydrogenated Cs2AgBiBr6 perovskite solar cells under white LED illumination NSTL国家科技图书文献中心

Alanazi, Tarek I. |  Shaker, Ahmed... -  《Journal of Alloys and Compounds》 - 2025,1010 - 177354~ - 共12页 - 被引量:1

摘要: about 41 % after optimization at a color temperature |  accurate and reliable predictions. The present study |  used in indoor applications. | The emergence of lead-free double perovskites |  has sparked considerable concern due to their
关键词: Lead-free perovskite solar cells |  Double perovskite |  Indoor photovoltaics |  White LED illumination |  SCAPS simulation |  Hydrogenated Cs2AgBiBr6

10. Evaluating the performance of six 1970s off-gas deep retrofit bungalows NSTL国家科技图书文献中心

Emmanouil Perisoglou |  Joanne Patterson... -  《Building services engineering research & technology》 - 2025,46(1) - 9~25 - 共17页

摘要:%, approximately 5-years carbon payback. Indoor conditions have |  been improved with internal temperature and relative |  appropriate methods assists modelling predictions and | This paper presents the energy and |  environmental performance of whole house energy systems
关键词: Retrofit |  renewables |  fabric-first |  monitoring |  performance evaluation
检索条件Indoor temperature predictions

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