Projects per year
Personal profile
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):
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Collaborations and top research areas from the last five years
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RESPONSE: integRatEd Solutions for POsitive eNergy and reSilient CitiEs
Virtanen, M. (Manager), Shemeikka, J. (Participant), Kantorovitch, J. (Participant), Kulmala, A. (Participant), Kutila, M. (Participant), Jokela, M. (Participant), Evens, C. (Participant) & Piira, K. (Participant)
1/10/20 → 30/09/25
Project: EU project
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Smart DES
Ikäheimo, J. (Participant), Aro, M. (Participant), Mäki, K. (Manager) & Piira, K. (Participant)
15/08/21 → 31/10/21
Project: Consultancy
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BEYOND V2: A reference big data platform implementation and AI analytics toolkit toward innovative data sharing-driven energy service ecosystems for the building sector and beyond
Reda, F. (Manager), Piira, K. (Participant), Kantorovitch, J. (Participant) & Kazi, S. (Participant)
1/12/20 → 30/11/23
Project: EU project
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RINNO: An augmented intelligence-enabled stimulating framework for deep energy renovation delivering occupant-centered innovations
Paiho, S. (Manager), Piira, K. (Participant) & Tuomisto, M. (Participant)
1/06/20 → 31/05/24
Project: EU project
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SYNERGY: Big Energy Data Value Creation within SYNergetic enERGY-as-a-service Applications through trusted multi-party data sharing over an AI big data analytics marketplace
Reda, F. (Manager), Kantorovitch, J. (Participant), Kazi, S. (Participant) & Piira, K. (Participant)
1/01/20 → 30/06/23
Project: EU project
Research output
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Overcoming the current shortcomings of tools to estimate building energy retrofitting performance
Kantorovitch, J., Kannari, L., Piira, K., Piippo, J. & Hukari, H., 31 Jan 2025, Cost-Effective Energy-Efficient Methods for Refurbishment and Retrofitting of Buildings: Materials, Technologies, Optimization, and Case Studies. Woodhead Publishing, p. 217-234 18 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter or book article › Scientific › peer-review
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Energy Cost Driven Heating Control with Reinforcement Learning
Kannari, L., Kantorovitch, J., Piira, K. & Piippo, J., 3 Feb 2023, In: Buildings. 13, 2, 427.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile6 Citations (Scopus)102 Downloads (Pure) -
Decision Support Tool to Enable Real-Time Data-Driven Building Energy Retrofitting Design
Piira, K., Kantorovitch, J., Kannari, L., Piippo, J. & Vu Hoang, N., 17 Jul 2022, In: Energies. 15, 15, 5408.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile4 Citations (Scopus)74 Downloads (Pure) -
Energy-data-related digital twin for office building and data centre complex
Kannari, L., Piira, K., Biström, H. & Vainio, T., 8 Dec 2022, Proceedings of the 37th Conference on Design of Circuits and Integrated Circuits, DCIS 2022. IEEE Institute of Electrical and Electronic Engineers, p. 1-5 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
8 Citations (Scopus) -
Building Heat Demand Forecasting by Training a Common Machine Learning Model with Physics-Based Simulator
Kannari, L., Kiljander, J., Piira, K., Piippo, J. & Koponen, P., 21 Apr 2021, In: Forecasting. 3, 2, p. 290-302Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile18 Citations (Scopus)165 Downloads (Pure)