From Smart Heat Meters to Diagnostics: Data-Driven Methodologies for Building Efficiency Assessment within District Heating

Daniel Leiria

doi:10.54337/aau749598601

From Smart Heat Meters to Diagnostics: Data-Driven Methodologies for Building Efficiency Assessment within District Heating

Publikation: Ph.d.-afhandling

24 Downloads (Pure)

Originalsprog	Engelsk
Vejledere	Pomianowski, Michal Zbigniew, Hovedvejleder Johra, Hicham, Bivejleder Marszal-Pomianowska, Anna, Bivejleder
Udgiver	Aalborg University Open Publishing
ISBN'er, elektronisk	978-87-85239-01-3
DOI	https://doi.org/10.54337/aau749598601
Status	Udgivet - 2024

Adgang til dokumentet

10.54337/aau749598601

PHD_DL_ONLINEForlagets udgivne version, 17,1 MB

AUB Link

Søg efter materialet i Aalborg Universitetsbiblioteks søgemaskine

1 Igangværende
2 Afsluttet

IEA EBC Annex 84 Deltagelse: demand management fra bygninger
Marszal-Pomianowska, A. (PI (principal investigator)), Johra, H. (Projektdeltager), Pereira, D. H. L. E. (Projektdeltager) & Schaffer, M. (Projektdeltager)
01/09/2020 → 30/09/2025
Projekter: Projekt › Forskning
PRELUDE: Prescient building Operation utilizing Real Time data for Energy Dynamic Optimization
Pomianowski, M. Z. (Projektkoordinator), Pereira, D. H. L. E. (Projektdeltager), Marszal-Pomianowska, A. (Projektdeltager), Johra, H. (Projektdeltager), Jensen, R. L. (Projektdeltager), Frandsen, M. (Projektdeltager), Holmene, C. F. (Projektleder), Veit, M. (Projektdeltager) & Rommerdahl Bock, A. (Projektleder)
01/12/2020 → 31/05/2024
Projekter: Projekt › Forskning
EDYCE: Energy Flexible Dynamic Building Certification
Pomianowski, M. Z. (Projektkoordinator), Larsen, O. K. (Projektdeltager), Hu, Y. (Projektdeltager), Wittchen, K. B. (Projektdeltager), Pereira, D. H. L. E. (Projektdeltager) & Rommerdahl Bock, A. (Projektleder)
01/09/2020 → 31/08/2023
Projekter: Projekt › Forskning

3 Tidsskriftartikel
2 Konferenceartikel i proceeding
2 Preprint
1 Konferenceartikel i tidsskrift

Digitalisation as a potential game changer to foster energy efficiency in the building stock
Schaffer, M., Fauth, J., Johra, H., Larsen, O. K., Leiria, D., Marszal-Pomianowska, A. & Pomianowski, M. Z., jan. 2024, I: REHVA Journal. 61, 1, s. 21-25 5 s.
Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Formidling

Åben adgang
Fil
From showers to heaters: Evaluating the different factors that play a role in buildings’ energy signature
Leiria, D., Johra, H., Larsen, O. K., Marszal-Pomianowska, A., Frandsen, M., Hu, Y. & Pomianowski, M. Z., 2024, 19 s.
Publikation: Working paper/Preprint › Preprint

Fil
Is it returning too hot? Time series segmentation and feature clustering of end-user substation faults in district heating systems
Leiria, D., Johra, H., Anoruo, J., Praulins, I., Piscitelli, M. S., Capozzoli, A., Marszal-Pomianowska, A. & Pomianowski, M. Z., 2024, (Afsendt) 24 s.
Publikation: Working paper/Preprint › Preprint

Fil

Citationsformater

@misc{e3f5a226a5a84610850459a5df4b81de,

title = "From Smart Heat Meters to Diagnostics: Data-Driven Methodologies for Building Efficiency Assessment within District Heating",

keywords = "District heating networks, Smart heat meters, Building energy efficiency, Fault detection and diagnosis, Machine learning, Heating systems performance",

author = "Daniel Leiria",

year = "2024",

doi = "10.54337/aau749598601",

language = "English",

series = "Ph.d.-serien for Det Ingeni{\o}r- og Naturvidenskabelige Fakultet, Aalborg Universitet",

publisher = "Aalborg University Open Publishing",

}

TY - GEN

T1 - From Smart Heat Meters to Diagnostics

T2 - Data-Driven Methodologies for Building Efficiency Assessment within District Heating

AU - Leiria, Daniel

PY - 2024

Y1 - 2024

KW - District heating networks

KW - Smart heat meters

KW - Building energy efficiency

KW - Fault detection and diagnosis

KW - Machine learning

KW - Heating systems performance

U2 - 10.54337/aau749598601

DO - 10.54337/aau749598601

M3 - PhD thesis

T3 - Ph.d.-serien for Det Ingeniør- og Naturvidenskabelige Fakultet, Aalborg Universitet

PB - Aalborg University Open Publishing

ER -

From Smart Heat Meters to Diagnostics: Data-Driven Methodologies for Building Efficiency Assessment within District Heating

Adgang til dokumentet

AUB Link

Projekter

IEA EBC Annex 84 Deltagelse: demand management fra bygninger

PRELUDE: Prescient building Operation utilizing Real Time data for Energy Dynamic Optimization

EDYCE: Energy Flexible Dynamic Building Certification

Publikation

Digitalisation as a potential game changer to foster energy efficiency in the building stock

From showers to heaters: Evaluating the different factors that play a role in buildings’ energy signature

Is it returning too hot? Time series segmentation and feature clustering of end-user substation faults in district heating systems

Citationsformater