Research output per year
Research output per year
Project Details
| Short title | Predictricity |
|---|---|
| Status | Finished |
| Effective start/end date | 01/04/2019 → 31/03/2022 |
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 project contributes towards the following SDG(s):
Fingerprint
Explore the research topics touched on by this project. These labels are generated based on the underlying awards/grants. Together they form a unique fingerprint.
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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 AccessFile2 Citations (Scopus)15 Downloads (Pure) -
A taxonomy of machine learning applications for virtual power plants and home/building energy management systems
Sierla, S., Pourakbari-Kasmaei, M. & Vyatkin, V., Apr 2022, In: Automation in Construction. 136, 18 p., 104174.Research output: Contribution to journal › Review Article › peer-review
Open AccessFile4 Citations (Scopus)136 Downloads (Pure) -
Bidding a Battery on Electricity Markets and Minimizing Battery Aging Costs: A Reinforcement Learning Approach
Aaltonen, H., Sierla, S., Kyrki, V., Pourakbari‐kasmaei, M. & Vyatkin, V., 1 Jul 2022, In: Energies. 15, 14, 19 p., 4960.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile6 Downloads (Pure)