Projects per year
UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. Our work contributes towards the following SDG(s):
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Profiles
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Kenneth Dooley
- Department of Electrical Engineering and Automation - Professor of Practice
- Smart Building Technologies and Services - Professor of Practice
Person: Professors, fixed term
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Kiia Einola
- Department of Electrical Engineering and Automation - Doctoral Researcher
- Smart Building Technologies and Services - Doctoral Researcher
- School common, ELEC
Person: Doctoral students, Doctoral Student
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Matti Huotari
- Department of Electrical Engineering and Automation - Postdoctoral Researcher
- Smart Building Technologies and Services - Postdoctoral Researcher
Person: Postdoctoral researchers
Projects
- 9 Finished
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Smart_Otaniemi_2/T41014
Ihasalo, H., Kukkonen, V. & Ruusu, H.
01/03/2019 → 30/06/2021
Project: Business Finland: Other research funding
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Building occupancy prediction using machine learning and existing measurement data
Ihasalo, H., Jantunen, P. & Maaspuro, M.
01/06/2018 → 31/12/2018
Project: Other external funding: Other government funding
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Method for Using Information Models and Queries to Connect HVAC Analytics and Data
Kukkonen, V., 1 Nov 2023, In: Journal of Computing in Civil Engineering. 37, 6, 04023034.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Downloads (Pure) -
An ontology to support flow system descriptions from design to operation of buildings
Kukkonen, V., Kücükavci, A., Seidenschnur, M., Rasmussen, M. H., Smith, K. M. & Hviid, C. A., Feb 2022, In: Automation in Construction. 134, 15 p., 104067.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile82 Downloads (Pure) -
A Review of Reinforcement Learning Applications to Control of Heating, Ventilation and Air Conditioning Systems
Sierla, S., Ihasalo, H. & Vyatkin, V., 1 May 2022, In: Energies. 15, 10, p. 1-26 26 p., 3526.Research output: Contribution to journal › Review Article › peer-review
Open AccessFile7 Citations (Scopus)52 Downloads (Pure)
Datasets
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Example models and queries for Flow Systems Ontology
Kukkonen, V. (Creator), Kücükavci, A. (Creator), Seidenschnur, M. (Creator), Rasmussen, M. H. (Creator), Smith, K. M. (Creator) & Hviid, C. A. (Creator), Zenodo, 2021
Dataset
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RDF models and SPARQL queries for decoupled analytics demonstration
Kukkonen, V. (Creator), Zenodo, 2022
DOI: 10.5281/zenodo.7361350, https://zenodo.org/record/7361351
Dataset
Activities
- 1 Conference presentation
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From electricity and water consumption data to information on office occupancy: A supervised and unsupervised data mining approach
Risto Kosonen (Contributor), Davor Stjelja (Speaker) & Juha Jokisalo (Contributor)
9 Mar 2021Activity: Talk or presentation types › Conference presentation
Press/Media
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Everyday choices: Ken Dooley, what makes a building smart?
30/08/2023
1 item of Media coverage
Press/Media: Media appearance
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Aalto-yliopisto ja TAMK voitokkaita opiskelijakilpailussa
01/06/2023
1 item of Media coverage
Press/Media: Media appearance
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Tekoälystä lisäpotkua älyrakennusten talotekniikkaan
11/04/2023
1 item of Media coverage
Press/Media: Media appearance