Research output per year
Research output per year
Personal profile
Artistic and research interests
Matti Huotari focuses on the building energy performance and occupant well-being with the help of artificial intelligence tools and internet of things equipment. This includes indoor environment comfort and overall usability for building users, owners and maintenance personnel. Furthermore, the research aims at saving building energy for both design and operation phases.
Expertise related to 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. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Pedagogical qualifications
Award Date: 12 May 2016
External positions
Principal Lecturer, Metropolia University of Applied Sciences
1 Sept 2021 → …
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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
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Machine Learning Applications for Smart Building Energy Utilization: A Survey
Huotari, M., Främling, K. & Malhi, A., Jul 2024, In: Archives of Computational Methods in Engineering. 31, 5, p. 2537-2556 20 p.Research output: Contribution to journal › Review Article › peer-review
Open AccessFile4 Citations (Scopus)74 Downloads (Pure) -
Primary Frequency Control with an Air Handling Unit
Karhula, N., Sierla, S., Ihasalo, H., Ketomäki, J., Huotari, M. & Vyatkin, V., Aug 2024, In: Energies. 17, 15, 15 p., 3777 .Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)25 Downloads (Pure) -
Air Handling Unit Explainability using Contextual Importance and Utility
Malhi, A., Madhikermi, M., Huotari, M. & Främling, K., 2022, Mobile and Ubiquitous Systems: Computing, Networking and Services: 18th EAI International Conference, MobiQuitous 2021, Virtual Event, November 8-11, 2021, Proceedings. Hara, T. & Yamaguchi, H. (eds.). 1 ed. Springer, p. 513-519 7 p. (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering; vol. 419).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
1 Citation (Scopus) -
Event Classification with Imbalanced and Missing Data for an Air-Handling Unit
Huotari, M. & Främling, K., 29 Aug 2022, 2022 IEEE 5th International Conference on Big Data and Artificial Intelligence (BDAI) . IEEE, Vol. 5. p. 82-86 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile70 Downloads (Pure) -
Machine Learning Applications for Energy Utilization of Smart Buildings
Huotari, M., 2022, Aalto University. 170 p.Research output: Thesis › Doctoral Thesis › Collection of Articles
Open Access
Projects
- 3 Finished
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STEK Digitaalinen ympäristö: Digitaalinen ympäristö sähköisen talotekniikan tutkimukseen ja opetukseen
Ihasalo, H. (Principal investigator), Huotari, M. (Project Member) & Xu, Y. (Project Member)
01/02/2023 → 29/02/2024
Project: Domestic funds and foundations
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-: FINEST TW WP6/Främling
Främling, K. (Principal investigator), Knapic, S. (Project Member), Yousefnezhad, N. (Project Member), Pirilä, J. (Project Member), Malhi, A. (Project Member), Huotari, M. (Project Member), Madhikermi, M. (Project Member) & Keyriläinen, T. (Project Member)
01/12/2019 → 30/11/2023
Project: EU: Framework programmes funding
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Smart_Otaniemi_2/T31302
Främling, K. (Principal investigator), Huotari, M. (Project Member), Pirilä, J. (Project Member) & Keyriläinen, T. (Project Member)
01/03/2019 → 30/06/2021
Project: Business Finland: Other research funding
Datasets
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Ilmastointilaitteen taajusmarkkinasimulaatio 2023
Karhula, N. (Creator) & Huotari, M. (Creator), Metropolia University of Applied Sciences, 22 Nov 2023
http://urn.fi/urn:nbn:fi:att:cc1a845c-9274-47f3-a115-e87a07a04ba7
Dataset
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Arlinda Bresa
Huotari, M. (Host)
4 Aug 2024 → 3 Sept 2024Activity: Hosting a visitor types › Hosting an academic visitor
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University of California, Berkeley
Huotari, M. (Visiting researcher)
22 Sept 2023 → 4 Nov 2023Activity: Visiting an external institution types › Visiting an external academic institution
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Tokyo City University
Huotari, M. (Visiting researcher)
20 Sept 2022 → 2 Dec 2022Activity: Visiting an external institution types › Visiting an external academic institution
Press/Media
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Tekoälystä lisäpotkua älyrakennusten talotekniikkaan
11/04/2023
1 item of Media coverage
Press/Media: Media appearance