Product
Help
Pricing
About
Jobs
Log in
Get started
Author
Add to collection
Matti Huotari
Observed name:
Huotari, Matti
Institutions:
Helsinki Metropolia University of Applied Sciences,
Oulu University of Applied Sciences,
Aalto University
Observed institutions:
Helsinki Metropolia University of Applied Sciences,
Oulu University of Applied Sciences,
Aalto University
ORCID:
0000-0001-8168-2522
Observed ORCID:
0000-0001-8168-2522
OpenAlex ID:
A5004987984
Machine Learning Applications for Smart Building Energy Utilization: A Survey
2024
·
Matti Huotari
, Avleen Malhi
, et al.
·
Archives of Computational Methods in Engineering
·
43
PDF
Comparing seven methods for state-of-health time series prediction for the lithium-ion battery packs of forklifts
2021
·
Matti Huotari
, Shashank Arora
, et al.
·
Applied Soft Computing
·
32
PDF
Product Lifecycle Information Management with Digital Twin: A Case Study
2020
·
Narges Yousefnezhad
, Avleen Malhi
, et al.
·
IEEE International Conference on Industrial Informatics (INDIN)
·
20
PDF
A Dynamic Battery State-of-Health Forecasting Model for Electric Trucks: Li-Ion Batteries Case-Study
2020
·
Matti Huotari
, Shashank Arora
, et al.
·
ASME International Mechanical Engineering Congress and Exposition (IMECE)
·
11
PDF
Primary Frequency Control with an Air Handling Unit
2024
·
Niko Karhula
, Seppo Sierla
, et al.
·
Energies
·
3
PDF
Investigating the impact of ventilation primary frequency control on indoor climate and cognitive performance in office settings
2025
·
Yinda Xu
, Matti Huotari
, et al.
·
Building and Environment
·
2
Air Handling Unit Explainability Using Contextual Importance and Utility
2022
·
Avleen Malhi
, Manik Madhikermi
, et al.
·
Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
·
2
Event Classification with Imbalanced and Missing Data for an Air-Handling Unit
2022
·
Matti Huotari
, Kary Framling
·
IEEE International Conference on Big Data and Artificial Intelligence (BDAI)
·
1
PDF
Estimating occupant counts using deep neural networks and CO2 sensors in a mechanically ventilated environment
2026
·
Julius Mikala
, Yinda Xu
, et al.
·
Energy and Buildings
PDF
Indoor occupancy ground truth dataset with variable ventilation
2026
·
Mikala, Julius
, Xu, Yinda
, et al.
·
Zenodo (CERN European Organization for Nuclear Research)
Betonirakentamisen laadunhallinta työmaalla
2026
·
Huotari, Matti
·
Theseus (Ammattikorkeakoulujen)
PDF
Indoor CO2 Accumulation in Residential Workspaces: Physiological Associations and Occupant Misattribution During Remote Work
2026
·
Prakhar Prakash
, Matti Huotari
·
SSRN Electronic Journal
A Systematic Review of Sensor-Based Machine Learning Methods for Building Occupancy Estimation
2026
·
Yinda Xu
, Julius Mikala
, et al.
·
IEEE Access
Show more works
View as search
Works count:
14
Citation count:
114
H-index:
4
I10-index:
4
Year
Topic
Type
