Search Results - "Ihasalo, Heikki"

A Review of Reinforcement Learning Applications to Control of Heating, Ventilation and Air Conditioning Systems by Sierla, Seppo, Ihasalo, Heikki, Vyatkin, Valeriy

“…Reinforcement learning has emerged as a potentially disruptive technology for control and optimization of HVAC systems. A reinforcement learning agent takes…”
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Primary Frequency Control with an Air Handling Unit by Karhula, Niko, Sierla, Seppo, Ihasalo, Heikki, Ketomäki, Jaakko, Huotari, Matti, Vyatkin, Valeriy

“…The green energy transition threatens stability of the power grid due to associated reduction in grid synchronous inertia. Primary frequency control (PFC) can…”
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Challenges in Getting Building Performance Monitoring Tools for Everyday Use: User Experiences with A New Tool by Ihasalo, Heikki, Karjalainen, Sami

“…There is a need for building performance monitoring because it is common that buildings do not perform as intended. A number of advanced tools for the purpose…”
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Smart workplace solutions – can they deliver the offices that employees have been waiting for? by Remes, Laura, Dooley, Kenneth, Ketomäki, Jaakko, Ihasalo, Heikki

“…Purpose User-centred intelligent buildings (IBs) should respond to users’ needs holistically and the demand for end user applications is steadily growing. The…”
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Demand response events in district heating: Results from field tests in a university building by Mishra, Asit Kumar, Jokisalo, Juha, Kosonen, Risto, Kinnunen, Tuomas, Ekkerhaugen, Matias, Ihasalo, Heikki, Martin, Kristian

“…•Demand response events varied inlet water temperature in a district heating network.•Eleven different scenarios tested in a Wing of a university…”
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