Matti Huotari

Postdoctoral Researcher
Postdoctoral Researcher
T410 Dept. Electrical Engineering and Automation

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.

Full researcher profile
https://research.aalto.fi/...

Contact information

Postal address
Maarintie 8 02150 Espoo Finland
Phone number
+358504830606

Areas of expertise

113 Computer and information sciences, Software engineering, operating systems, man-computer interaction

Research groups

  • Smart Building Technologies and Services
  • Smart Building Technologies and Services, Postdoctoral Researcher

Publications

Event Classification with Imbalanced and Missing Data for an Air-Handling Unit

Matti Huotari, Kary Främling 2022 2022 IEEE 5th International Conference on Big Data and Artificial Intelligence (BDAI)

Air Handling Unit Explainability using Contextual Importance and Utility

Avleen Malhi, Manik Madhikermi, Matti Huotari, Kary Främling 2022 Mobile and Ubiquitous Systems: Computing, Networking and Services

A Dynamic Battery State-of-Health Forecasting Model for Electric Trucks

Matti Huotari, Shashank Arora, Avleen Malhi, Kary Främling 2021 Energy

Comparing seven methods for state-of-health time series prediction for the lithium-ion battery packs of forklifts

Matti Huotari, Shashank Arora, Avleen Malhi, Kary Främling 2021 Applied Soft Computing

Product Lifecycle Information Management with Digital Twin: A Case Study

Narges Yousefnezhad, Avleen Malhi, Tuomas Kinnunen, Matti Huotari, Kary Främling 2020 Proceedings - 2020 IEEE 18th International Conference on Industrial Informatics, INDIN 2020