Combining Deep Learning and the Heat Flux Method for In-Situ Thermal-Transmittance Measurement Improvement
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- David Bienvenido-Huertas, 2020. "Assessing the Environmental Impact of Thermal Transmittance Tests Performed in Façades of Existing Buildings: The Case of Spain," Sustainability, MDPI, vol. 12(15), pages 1-18, August.
- Alessia Buda & Ernst Jan de Place Hansen & Alexander Rieser & Emanuela Giancola & Valeria Natalina Pracchi & Sara Mauri & Valentina Marincioni & Virginia Gori & Kalliopi Fouseki & Cristina S. Polo Lóp, 2021. "Conservation-Compatible Retrofit Solutions in Historic Buildings: An Integrated Approach," Sustainability, MDPI, vol. 13(5), pages 1-19, March.
- Bienvenido-Huertas, David & Moyano, Juan & Rodríguez-Jiménez, Carlos E. & Marín, David, 2019. "Applying an artificial neural network to assess thermal transmittance in walls by means of the thermometric method," Applied Energy, Elsevier, vol. 233, pages 1-14.
- Luca Evangelisti & Andrea Scorza & Roberto De Lieto Vollaro & Salvatore Andrea Sciuto, 2022. "Comparison between Heat Flow Meter (HFM) and Thermometric (THM) Method for Building Wall Thermal Characterization: Latest Advances and Critical Review," Sustainability, MDPI, vol. 14(2), pages 1-18, January.
- Bienvenido-Huertas, David & Moyano, Juan & Marín, David & Fresco-Contreras, Rafael, 2019. "Review of in situ methods for assessing the thermal transmittance of walls," Renewable and Sustainable Energy Reviews, Elsevier, vol. 102(C), pages 356-371.
- Hassan Bazazzadeh & Peiman Pilechiha & Adam Nadolny & Mohammadjavad Mahdavinejad & Seyedeh sara Hashemi safaei, 2021. "The Impact Assessment of Climate Change on Building Energy Consumption in Poland," Energies, MDPI, vol. 14(14), pages 1-17, July.
- Sanjin Gumbarević & Ivana Burcar Dunović & Bojan Milovanović & Mergim Gaši, 2020. "Method for Building Information Modeling Supported Project Control of Nearly Zero-Energy Building Delivery," Energies, MDPI, vol. 13(20), pages 1-21, October.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Astrid Tijskens & Hans Janssen & Staf Roels, 2019. "Optimising Convolutional Neural Networks to Predict the Hygrothermal Performance of Building Components," Energies, MDPI, vol. 12(20), pages 1-18, October.
- Eleonora Laurini & Mariangela De Vita & Pierluigi De Berardinis, 2021. "Monitoring the Indoor Air Quality: A Case Study of Passive Cooling from Historical Hypogeal Rooms," Energies, MDPI, vol. 14(9), pages 1-15, April.
- Andrea Alongi & Luca Sala & Adriana Angelotti & Livio Mazzarella, 2023. "In Situ Measurement of Wall Thermal Properties: Parametric Investigation of the Heat Flow Meter Methods through Virtual Experiments Data," Energies, MDPI, vol. 16(10), pages 1-21, May.
- Hassan Bazazzadeh & Barbara Świt-Jankowska & Nasim Fazeli & Adam Nadolny & Behnaz Safar ali najar & Seyedeh sara Hashemi safaei & Mohammadjavad Mahdavinejad, 2021. "Efficient Shading Device as an Important Part of Daylightophil Architecture; a Designerly Framework of High-Performance Architecture for an Office Building in Tehran," Energies, MDPI, vol. 14(24), pages 1-26, December.
- Siamak Hoseinzadeh & Daniele Groppi & Adriana Scarlet Sferra & Umberto Di Matteo & Davide Astiaso Garcia, 2022. "The PRISMI Plus Toolkit Application to a Grid-Connected Mediterranean Island," Energies, MDPI, vol. 15(22), pages 1-14, November.
- Piotr Michalak, 2023. "Simulation and Experimental Study on the Use of Ventilation Air for Space Heating of a Room in a Low-Energy Building," Energies, MDPI, vol. 16(8), pages 1-17, April.
- Abdul Ghani Olabi & Tabbi Wilberforce & Mohammad Ali Abdelkareem & Mohamad Ramadan, 2021. "Critical Review of Flywheel Energy Storage System," Energies, MDPI, vol. 14(8), pages 1-33, April.
- Naga Venkata Sai Kumar Manapragada & Anoop Kumar Shukla & Gloria Pignatta & Komali Yenneti & Deepika Shetty & Bibhu Kalyan Nayak & Venkataramana Boorla, 2022. "Development of the Indian Future Weather File Generator Based on Representative Concentration Pathways," Sustainability, MDPI, vol. 14(22), pages 1-17, November.
- George Halkos, 2022. "New Assessment Methods of Future Conditions for Main Vulnerabilities and Risks from Climate Change," Energies, MDPI, vol. 15(19), pages 1-5, October.
- Doo-Sung Choi & Ye-Ji Lee & Ji-Hoon Moon & Yong-Shik Kim & Myeong-Jin Ko, 2023. "Estimating In-Situ R-Value of Highly Insulated Building Walls Based on the Measurement of Temperature and Heat Flux Inside the Wall," Energies, MDPI, vol. 16(15), pages 1-16, July.
- David Bienvenido-Huertas, 2020. "Assessing the Environmental Impact of Thermal Transmittance Tests Performed in Façades of Existing Buildings: The Case of Spain," Sustainability, MDPI, vol. 12(15), pages 1-18, August.
- Mohammad Anvar Adibhesami & Hirou Karimi & Ayyoob Sharifi & Borhan Sepehri & Hassan Bazazzadeh & Umberto Berardi, 2022. "Optimization of Urban-Scale Sustainable Energy Strategies to Improve Citizens’ Health," Energies, MDPI, vol. 16(1), pages 1-17, December.
- Lee, Juyong & Cho, Youngsang, 2022. "National-scale electricity peak load forecasting: Traditional, machine learning, or hybrid model?," Energy, Elsevier, vol. 239(PD).
- Daniel Sánchez-García & David Bienvenido-Huertas & Mónica Tristancho-Carvajal & Carlos Rubio-Bellido, 2019. "Adaptive Comfort Control Implemented Model (ACCIM) for Energy Consumption Predictions in Dwellings under Current and Future Climate Conditions: A Case Study Located in Spain," Energies, MDPI, vol. 12(8), pages 1-22, April.
- Belén Onecha & Alicia Dotor & Carlos Marmolejo-Duarte, 2021. "Beyond Cultural and Historic Values, Sustainability as a New Kind of Value for Historic Buildings," Sustainability, MDPI, vol. 13(15), pages 1-18, July.
- Lorenzo Diana & Saverio D’Auria & Giovanna Acampa & Giorgia Marino, 2022. "Assessment of Disused Public Buildings: Strategies and Tools for Reuse of Healthcare Structures," Sustainability, MDPI, vol. 14(4), pages 1-25, February.
- Víctor Echarri-Iribarren & Cristina Sotos-Solano & Almudena Espinosa-Fernández & Raúl Prado-Govea, 2019. "The Passivhaus Standard in the Spanish Mediterranean: Evaluation of a House’s Thermal Behaviour of Enclosures and Airtightness," Sustainability, MDPI, vol. 11(13), pages 1-25, July.
- Hirou Karimi & Mohammad Anvar Adibhesami & Hassan Bazazzadeh & Sahar Movafagh, 2023. "Green Buildings: Human-Centered and Energy Efficiency Optimization Strategies," Energies, MDPI, vol. 16(9), pages 1-17, April.
- Bass, Brett & New, Joshua, 2023. "How will United States commercial building energy use be impacted by IPCC climate scenarios?," Energy, Elsevier, vol. 263(PE).
- Gang Yao & Yuan Chen & Wenchi Xie & Nan Chen & Yue Rui & Pingjia Luo, 2022. "Research on Collaborative Design of Performance-Refined Zero Energy Building: A Case Study," Energies, MDPI, vol. 15(19), pages 1-30, September.
More about this item
Keywords
thermal transmittance; deep learning; machine learning; energy efficiency; building physics;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jeners:v:15:y:2022:i:14:p:5029-:d:859384. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.