Energy Cost Driven Heating Control with Reinforcement Learning
Kannari, Lotta, Kantorovitch, Julia, Piira, Kalevi, Piippo, Jouko
Published in Buildings (Basel) (01.02.2023)
Published in Buildings (Basel) (01.02.2023)
Get full text
Journal Article
Decision Support Tool to Enable Real-Time Data-Driven Building Energy Retrofitting Design
Piira, Kalevi, Kantorovitch, Julia, Kannari, Lotta, Piippo, Jouko, Vu Hoang, Nam
Published in Energies (Basel) (01.08.2022)
Published in Energies (Basel) (01.08.2022)
Get full text
Journal Article
Building Heat Demand Forecasting by Training a Common Machine Learning Model with Physics-Based Simulator
Kannari, Lotta, Kiljander, Jussi, Piira, Kalevi, Piippo, Jouko, Koponen, Pekka
Published in Forecasting (01.06.2021)
Published in Forecasting (01.06.2021)
Get full text
Journal Article
Comfort assessment in the context of sustainable buildings: Comparison of simplified and detailed human thermal sensation methods
Holopainen, Riikka, Tuomaala, Pekka, Hernandez, Patxi, Häkkinen, Tarja, Piira, Kalevi, Piippo, Jouko
Published in Building and environment (01.01.2014)
Published in Building and environment (01.01.2014)
Get full text
Journal Article
Validation of coupled airflow and heat transfer routines in a building simulation tool
Get full text
Journal Article
Conference Proceeding
A Framework for Comprehensive Impact Assessment in the Case of an ExtremeWinter Scenario, Considering Integrative Aspects of Systemic Vulnerability and Resilience
Molarius, Riitta, Tuomaala, Pekka, Piira, Kalevi, Räikkönen, Minna, Aubrecht, Christoph, Polese, Maria, Zuccaro, Giulio, Karoliinapilli-Sihvola, Kalev Ranna
Published in Computer modeling in engineering & sciences (01.01.2015)
Published in Computer modeling in engineering & sciences (01.01.2015)
Get full text
Journal Article
EEPOS automation and energy management system for neighbourhoods with high penetration of distributed renewable energy sources: A concept
Klebow, Birthe, Purvins, Arturs, Piira, Kalevi, Lappalainen, Veijo, Judex, Florian
Published in 2013 IEEE International Workshop on Inteligent Energy Systems (IWIES) (01.11.2013)
Published in 2013 IEEE International Workshop on Inteligent Energy Systems (IWIES) (01.11.2013)
Get full text
Conference Proceeding