LAPSE:2023.10847
Published Article
LAPSE:2023.10847
Decision Support Tool to Enable Real-Time Data-Driven Building Energy Retrofitting Design
Kalevi Piira, Julia Kantorovitch, Lotta Kannari, Jouko Piippo, Nam Vu Hoang
February 27, 2023
Abstract
The availability of near-real-time data on energy performance is opening new opportunities to optimize buildings’ energy efficiency and flexibility capabilities and to support the decision-making and planning process of building retrofitting infrastructure investment. Existing tools can support retrofitting design and energy performance contracting. However, there are well-recognized shortcomings of these tools related to their usability, complexity, and ability to perform calculations based on the real-time energy performance of buildings. To address this gap, the advanced retrofitting decision support tool is developed and presented in this study. The strengths of our solution rely on easy usability, accuracy, and transparency of results. The automatic collection of real-time building energy consumption data gathered from the building management systems, combined with data analytics techniques, ensures ease of use and quickness of calculation. These results support step-by-step thinking for retrofitting design and hopefully enable a larger utilization rate for deep building retrofits.
Keywords
decision support, energy-efficient buildings, IoT, retrofitting design
Suggested Citation
Piira K, Kantorovitch J, Kannari L, Piippo J, Vu Hoang N. Decision Support Tool to Enable Real-Time Data-Driven Building Energy Retrofitting Design. (2023). LAPSE:2023.10847
Author Affiliations
Piira K: VTT Technical Research Centre of Finland, 02150 Tekniikantie 21, 02150 Espoo, Finland
Kantorovitch J: VTT Technical Research Centre of Finland, 02150 Tekniikantie 21, 02150 Espoo, Finland
Kannari L: VTT Technical Research Centre of Finland, 02150 Tekniikantie 21, 02150 Espoo, Finland
Piippo J: VTT Technical Research Centre of Finland, 02150 Tekniikantie 21, 02150 Espoo, Finland
Vu Hoang N: VTT Technical Research Centre of Finland, 02150 Tekniikantie 21, 02150 Espoo, Finland
Journal Name
Energies
Volume
15
Issue
15
First Page
5408
Year
2022
Publication Date
2022-07-26
ISSN
1996-1073
Version Comments
Original Submission
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PII: en15155408, Publication Type: Journal Article
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LAPSE:2023.10847
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https://doi.org/10.3390/en15155408
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