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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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 contribution › Scientific › peer-review
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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 contribution › Scientific › peer-review
Open AccessFile26 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 -
A Dynamic Battery State-of-Health Forecasting Model for Electric Trucks: Li-Ion Batteries Case-Study
Huotari, M., Arora, S., Malhi, A. & Främling, K., 16 Feb 2021, Energy. Portland, USA: American Society of Mechanical Engineers, 10 p. V008T08A021. (ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE); vol. 8).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile4 Citations (Scopus)133 Downloads (Pure) -
Comparing seven methods for state-of-health time series prediction for the lithium-ion battery packs of forklifts
Huotari, M., Arora, S., Malhi, A. & Främling, K., Nov 2021, In: Applied Soft Computing. 111, 12 p., 107670.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile10 Citations (Scopus)169 Downloads (Pure)
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STEK Digitaalinen ympäristö: Digitaalinen ympäristö sähköisen talotekniikan tutkimukseen ja opetukseen
01/02/2023 → 31/12/2023
Project: Domestic funds and foundations
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-: FINEST TW WP6/Främling
Främling, K., Knapic, S., Yousefnezhad, N., Pirilä, J., Malhi, A., Huotari, M., Madhikermi, M. & Keyriläinen, T.
01/12/2019 → 30/11/2023
Project: EU: Framework programmes funding
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Smart_Otaniemi_2/T31302
Främling, K., Huotari, M., Pirilä, J. & Keyriläinen, T.
01/03/2019 → 30/06/2021
Project: Business Finland: Other research funding
Press/Media
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Tekoälystä lisäpotkua älyrakennusten talotekniikkaan
11/04/2023
1 item of Media coverage
Press/Media: Media appearance