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Machine learning approach versus prediction formulas to design healthy dwellings in a cold climateSepulveda Luque, Abel; Eslamirad, Nasim; De Luca, FrancescoeCAADe 2023 : Digital Design Reconsidered : Proceedings of the 41st Conference on Education and Research in Computer Aided Architectural Design in Europe ; vol. 2 Proceedings of the International Conference on Education and Research in Computer Aided Architectural Design in Europe2023 / p. 359-368 https://doi.org/10.52842/conf.ecaade.2023.2.359 Conference proceedings at Scopus Article at Scopus

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127

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Machine learning-based optimization design workflow based on obstruction angles for building facadesSepulveda Luque, Abel; Eslamirad, Nasim; Seyed Salehi, Seyed Shahabaldin; Thalfeldt, Martin; De Luca, FrancescoRegenerating the City Performance-driven and Simulation-based Computational Design for Sustainable Cities and Communities : proceedings of the 9th Regional International Symposium on Education and Research in Computer Aided Architectural Design in Europe, Tallinn University of Technology, 15-16 June 20232023 / p. 15-24 https://digikogu.taltech.ee/et/Item/c29fc911-ec34-45da-afe6-bc1e8515e15d

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128

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Market mechanisms and trading in microgrid local electricity markets : a comprehensive reviewZahraoui, Younes; Korõtko, Tarmo; Rosin, Argo; Agabus, HannesEnergies2023 / art. 2145, 52 p. : ill https://doi.org/10.3390/en16052145 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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129

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Methodology for improving wind comfort in a cold region through modular urban elementsEslamirad, Nasim; De Luca, Francesco; Sepulveda Luque, Abel; Lylykangas, Kimmo SakariRegenerating the city : performance-driven and simulation-based computational design for sustainable cities and communities2023 / p. 5-14 https://digikogu.taltech.ee/et/Item/c29fc911-ec34-45da-afe6-bc1e8515e15d

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130

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Microgrid oriented modeling of space heating system based on neural networksHäring, Tobias; Kull, Tuule Mall; Ahmadiahangar, Roya; Rosin, Argo; Thalfeldt, Martin; Biechl, HelmuthJournal of building engineering2021 / art. 103150, 12 p. : ill https://doi.org/10.1016/j.jobe.2021.103150 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Related publications 1

Research and development of energy storage control strategies for residential area microgrids = Energiasalvestite juhtimisstrateegiate uurimine ja arendamine elamupiirkondade mikrovõrkudele

131

journal article

Mini-pilots public value framework for citiesSoe, Ralf-MartinTransport economics and management2023 / p. 86−93 https://doi.org/10.1016/j.team.2023.07.001

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132

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A model-based LQR control of an obstacle avoidance maneuver of a self-driving carAstrov, Igor; Udal, Andres; Pikner, Heiko; Malayjerdi, Ehsan2022 IEEE 20th Jubilee World Symposium on Applied Machine Intelligence and Informatics (SAMI) : Poprad, Slovakia, 2-5 March 20222022 / p. 473-478 : ill https://doi.org/10.1109/SAMI54271.2022.9780755

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Related publications 1

Advanced autonomous vehicle’s functions for safety improvements in urban mobility context = Täiustatud autonoomsete sõidukite funktsioonid ohutuse parandamiseks linnaliikluse kontekstis

133

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Modelling of odour dispersion from multiple point sourcesPalmiste, Ülar; Kurnitski, Jarek; Laanearu, JanekIX International Symposium on Stratified Flows : abstracts2022 / p. 77 https://www.dropbox.com/s/em57tmgs3ivcv5a/Abstract_book_Opt.pdf?dl=0

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134

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Modelling of wax actuators in underfloor heating manifoldsKull, Tuule Mall; Thalfeldt, Martin; Kurnitski, JarekE3S Web Conference : Cold Climate HVAC and Energy 20212021 / art. 11009, 8 p. : ill https://doi.org/10.1051/e3sconf/202124611009 Conference Proceedings at Scopus Article at Scopus Article at WOS

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Related publications 1

Control dynamics and parameters for low energy heating applications = Juhtimise dünaamika ja parameetrid madalenergia küttesüsteemides

135

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Multi-algorithm-based urban tree information extraction and Its applications in urban planning : research noteYao, Chaowen; Fabritius, Eeva Henna Helena; Fricker, Pia; Dembski, FabianLandscape and urban planning2025 / art. 105226 https://doi.org/10.1016/j.landurbplan.2024.105226

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136

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Multi-objective optimization of a plate heat exchanger thermal energy storage with phase change materialTaghavi, Mehrdad; Ferrantelli, Andrea; Joronen, TeroJournal of energy storage2024 / art. 111645 https://doi.org/10.1016/j.est.2024.111645

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137

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Narrowing the implementation gap : user-centered design of new e-planning toolsNummi, Pilvi; Prilenska, Viktorija; Grišakov, Kristi; Fabritius, Eeva Henna Helena; Ilves, Laugren; Kangassalo, Petri; Staffans, Aija; Tan, XunranInternational journal of e-planning research (IJEPR)2022 / p. 1-22 https://doi.org/10.4018/IJEPR.315804

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138

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Neural network control of vehicles : modeling and simulationAstrov, Igor2022 https://doi.org/10.52305/GXGD6357 https://www.ester.ee/record=b5642329*est

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139

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A new method to estimate point thermal transmittance based on combined two-dimensional heat flow calculationHallik, Jaanus; Kalamees, TargoE3S Web Conferences : 12th Nordic Symposium on Building Physics (NSB 2020)2020 / art. 08005, 8 p. : ill https://doi.org/10.1051/e3sconf/202017208005 Conference proceedings at Scopus Article at Scopus Article at WOS

journal article EST / journal article ENG

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On design principles and calculation methods related to air leakages and thermal bridges in well-insulated building envelopes = Õhulekete ja külmasildade mõju hindamise ja arvutamise põhimõtted hästi soojustatud piirdetarindite projekteerimisel

140

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New typical meteorological year generation method based on long-term building energy simulationsSeyed Salehi, Seyed Shahabaldin; Kalamees, Targo; Kurnitski, Jarek; Thalfeldt, MartinBuilding and environment2024 / art. 111504 https://doi.org/10.1016/j.buildenv.2024.111504

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141

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Non-intrusive load monitoring based smart energy management system for smart buildingsJawad, Muhammad; Shabbir, Noman; Ahmadiahangar, Roya; Rosin, Argo; Khaleel, T.; Tahir, W.2024 7th International Conference on Information and Computer Technologies (ICICT) : proceedings2024 / p. 46-50 https://doi.org/10.1109/ICICT62343.2024.00014

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142

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A Novel Vision Transformer for Camera-LiDAR Fusion based Traffic Object SegmentationTahves, Toomas; Gu, Junyi; Bellone, Mauro; Sell, RaivoProceedings of the 17th International Conference on Agents and Artificial Intelligence : Volume 22025 / p. 566-573 https://doi.org/10.5220/0013239000003890

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143

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NZEB and market-based renovation case study of an existing office buildingKuivjõgi, Helena; Kurnitski, Jarek; Uutar, Aivar; Thalfeldt, MartinE3S Web Conference: Cold Climate HVAC and Energy 20212021 / art. 05002, 7 p. : ill https://doi.org/10.1051/e3sconf/202124605002 Conference Proceedings at Scopus Article at Scopus Article at WOS

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144

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NZEB Requirements vs European Benchmarks in Residential BuildingsSimson, Raimo; Thomsen, Kirsten Engelund; Wittchen, Kim Bjarne; Kurnitski, JarekREHVA European HVAC Journal2021 / p. 40-44 : ill https://www.rehva.eu/rehva-journal/chapter/nzeb-requirements-vs-european-benchmarks-in-residential-buildings

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145

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Numerical analysis of additional heat loss induced by air cavities between insulation boards due to non-idealityHallik, Jaanus; Klõšeiko, Paul; Piir, Reimo; Kalamees, TargoJournal of building engineering2022 / art. 05221 https://doi.org/10.1016/j.jobe.2022.105221 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG

Related publications 1

On design principles and calculation methods related to air leakages and thermal bridges in well-insulated building envelopes = Õhulekete ja külmasildade mõju hindamise ja arvutamise põhimõtted hästi soojustatud piirdetarindite projekteerimisel

146

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Numerical modeling and validation of a large-scale borehole thermal energy storage system in FinlandXue, Tianchen; Jokisalo, Juha; Kosonen, Risto; Vuolle, Mika; Marongiu, Federica; Vallin, Sami; Leppäharju, Nina; Arola, TeppoE3S Web of Conferences : BuildSim Nordic 20222022 / art. 06003 https://doi.org/10.1051/e3sconf/202236206003 Conference proceeding at Scopus Article at Scopus

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147

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Object segmentation for autonomous driving using iseAuto dataGu, Junyi; Bellone, Mauro; Sell, Raivo; Lind, ArtjomElectronics (Switzerland)2022 / Art. 1119 https://doi.org/10.3390/electronics11071119 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Related publications 1

Advancement in perception capabilities for autonomous vehicles : from dataset collection to scene interpretation = Autonoomsete sõidukite tajuvõimekuse täiustamine : andmekogumisest stseeni tõlgendamiseni

148

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Ole kaasas : linnad lähevad jälle mitme projekti võrra targemaksTärnov, Külle; Lehis, Reili; Ilu, AnneMente et Manu2023 / lk. 38-39 https://www.ester.ee/record=b1242496*est

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149

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Operation of district heat network in electricity and balancing markets with the power-to-heat sector couplingJavanshir, Nima; Syri, Sanna; Tervo, Seela; Rosin, ArgoEnergy2023 / art. 126423 https://doi.org/10.1016/j.energy.2022.126423 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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150

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An optimal control method for an autonomous surface vessel for environment monitoring and cargo transportation applicationsAstrov, Igor; Udal, Andres; Mõlder, Heigo2021 25th International Conference Electronics : Proceedings of the 25th International Conference : ELECTRONICS 2021, Kaunas University of Technology, 14th–16th June, 2021, Palanga, Lithuania2021 / 6 p https://doi.org/10.1109/IEEECONF52705.2021.9467483

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