Sfoglia per Relatore NAJAFI, BEHZAD
Application of deep learning in thermal load forecasting and data-driven supply optimization of a district heating network
2018/2019 BOLOURCHIFARD, FARSHAD
Application of machine learning in frictional pressure drop estimation of two-phase flow : a dimensionless approach
2018/2019 ARDAM, KEIVAN
Data reproduction in smart buildings utilising optimized sliding window based machine learning models
2021/2022 Papadopoulos, Dimitrios
Data-driven dynamic modelling and implementation of an improved control strategy for a geothermal heat pump based heating system in a nearly zero energy building
2018/2019 TEMPORELLI, GIOVANNI DOMENICO
Data-driven window opening detection and occupancy status estimation : pipeline optimization
2020/2021 KHATAM BOLOURI SANGJOEEI, HAMED
Deep learning based occupancy prediction and HVAC behavior modeling for improving energy efficiency of commercial buildings
2018/2019 MARRUGO CARDENAS, NICOLAS FERNANDO
Deep learning-based pipelines for occupancy driven smart ramp-up implementation in commerical buildings
2020/2021 MAGHSOUDNIA, ARIAN
Development of IoT-driven Machine Learning based pipelines for predictive modelling of ramp-up and ramp-down processes in indoor environments aiming at energy efficiency enhancement
2021/2022 CAMPODONICO AVENDANO, ITALO ALDO
Development of machine learning-based pipelines for user thermal preference modelling employing data on interactions with thermostats in a smart building
2021/2022 SILVA FERRATO, RAFAEL
Development of optimal machine learning based pipelines for predicting the dynamic thermal behavior of indoor environments
2018/2019 APPIAH, ENOCH NUAMAH
Dynamic modelling, experimental validation and optimal sizing of industrial fire-tube boilers for various demand profiles
2016/2017 TOGNOLI, MARCO
Energy auditing and proposing energy saving measures for an Italian SME through building energy simulation
2015/2016 BENEVENTO, LORENZO
Feasibility analysis of renewable energy systems for rural electrification in different climatic zones of Peru
2016/2017 MOGHADDAMPOOR, FARZAD
Flow regime estimation in two-phase flows employing machine learning : investigation of the most promising dimensionless feature set
2020/2021 Benetti, Alessandro
Incremental machine-learning based load prediction of a university campus aiming at performance improvement on day-ahead market and reduction of losses
2018/2019 DIMIKJ, RATOMIR
Intervention assessment and predictive modelling of boiler's behavior in a smart building employing machine learning
2021/2022 KEYVANMAJD, SHAYAN
Machine learning based building characteristics and performance estimation through analyzing consumption profiles
2017/2018 SHAJU, ARUN
Machine learning based consumption prediction and hourly optimization of heating system for a hospital complex
2017/2018 SILVA, MICHELA
Machine learning based estimation of air-conditioning loads through temporal features extraction using smart meter data
2018/2019 Di NARZO, LUCA
Machine learning based estimation of buildings' characteristics employing electrical and chilled water consumption data : pipeline optmization
2021/2022 Raymand, Farhang
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