CLIMA 2022 conference papers on the theme Digitization

The following 20 CLIMA 2022 papers have been acknowledged as high ranking on the theme Digitization

The following 7 are included in this issue:

Integrating BIM, BMS and IoT data on the Web: Lasitha Chamari, Ekaterina Petrova, Pieter Pauwels

Reinforcement learning for the occupant-centric operation of residential energy system: Amirreza Heidari, François Maréchal, Dolaana Khovalyg

A novel machine learning approach to predict short-term energy load for future low-temperature district heating: Thomas Ohlson Timoudas, Yiyu Ding, Qian Wang

From BIM databases to Modelica - Automated simulations of heating systems: Esben Visby Fjerbæk, Mikki Seidenschnur, Ali Kücükavci, Kevin Michael Smith, Christian Anker Hviid

Assessment of fouling in plate heat exchangers using classification machine learning algorithms: Seyit Ahmet Kuzucanli, Ceren Vatansever, Alp Emre Yasar, Ziya Haktan Karadeniz

Remote refrigerant leakage detection system for chillers and VRFs: Shunsuke Kimura, Michio Moriwaki, Manabu Yoshimi, Shohei Yamada, Takeshi Hikawa, Shinichi Kasahara

Control device for pumping one-pipe hydronic systems: Jiří Dostál, Tomáš Bäumelt, Jiří Cvrček

The other 13 papers can be accessed online:

An early prototype for fault detection and diagnosis of Air-Handling Units: Shobhit Chitkara, Alet van den Brink, Shalika Walker, Wim Zeiler

An ontology-based approach for building automation data analysis: Eunju Park, Sumee Park, Sebastian Stratbücker

Applying MTP-concept for the standardization of building automation and control systems: Michael Krüttgen (M. Eng.), Jochen Müller (Prof. Dr. rer. nat)

Automated energy performance diagnosis of HVAC systems by the 4S3F method: Arie Taal, Laure Itard

Deep learning for CFD analysis in built environment: Giovanni Calzolari, Wei Liu

domOS an “Operating System” for Smart Buildings: Junior Dongo, Dominique Gabiou, Amir Laadhara, Martin Meyer, Brian Nielsen, Frédéric Revaz, Christian Thomsen

Fault detection in district heating substations - a cluster-based and an instance-based approach: Jad Al Koussa, Sara Månsson

FDD method for a variable-speed heat pump with natural refrigerants: Ivan Bellanco, Francisco Belío, Manel Vàlles, Raphael Gerber, Jaume Salom

Improving the Calibration on Building Stock Level method by Comparing objective functions and optimization algorithms: Paula van den Brom, Samuel Smets, Laure Itard

Interoperability as a driver or barrier of smart building technologies?: Stijn Verbeke, Karine Laffont, David Rua

Interoperable interactions of HVAC components based on a capability ontology: Nicolai Maisch, Maximilian Both, Ralf Ulmer, Prof. Dr. Jochen Müller

Predict the remaining useful life in HVAC filters using a hybrid strategy: Hossein Alimohammadi, kristina Vassiljeva, Eduard Petlenkov, Tuule Mall Kull, Martin Thalfeldt

Transient analysis of individual return temperatures in hydronic floor heating systems: Simon Thorsteinsson, Henrik Lund Stærmose, Jan Dimon Bendtsen