Data-Driven Smart Buildings: State-of-the-Art Review

José Candanedo; David Blum; Zhelun Chen; Gabe Fierro; Virginia Gori; Hicham Johra; Henrik Madsen; Anna Marszal-Pomianowska; Zheng O'Neill; Ojas Pradhan; Dimitrios Rovas; Francesco Sacco; Sofia Stensson; Christian Thilker; Charalampos Vallianos; Jin Wen; Stephen White

Data-Driven Smart Buildings: State-of-the-Art Review

José Candanedo^* (Redaktør), David Blum, Zhelun Chen, Gabe Fierro, Virginia Gori, Hicham Johra, Henrik Madsen, Anna Marszal-Pomianowska, Zheng O'Neill, Ojas Pradhan, Dimitrios Rovas, Francesco Sacco, Sofia Stensson, Christian Thilker, Charalampos Vallianos, Jin Wen, Stephen White

^*Kontaktforfatter

Publikation: Bog/antologi/afhandling/rapport › Rapport › Forskning

Abstract

This report reviews the state-of-the-art related to Data-Driven Smart Buildings research and technologies. It explores issues relating to IT infrastructure and data management procedures necessary for streamlining the deployment of data-driven software solutions. It also examines recent developments in data-driven approaches for optimising building energy performance, including fault detection and diagnosis, advanced control strategies and the interaction between buildings and the electric grid. The report covers the following aspects of the utilisation of data in building operation: It includes an Annex81 definition of a data-driven smart building, and learnings from various case study deployments in buildings.

Originalsprog	Engelsk

Forlag	CSIRO
Antal sider	103
ISBN (Elektronisk)	978-1-4863-1894-0
Rekvirerende organisation	International Energy Agency (IEA)
Status	Udgivet - sep. 2023

Bibliografisk note

Annex 81

FN’s Verdensmål

Denne publikation bidrager til følgende verdensmål

Adgang til dokumentet

https://annex81.iea-ebc.org/Data/publications/Annex%2081%20State-of-the-Art%20Report%20(final).pdf

AUB Link

Søg efter materialet i Aalborg Universitetsbiblioteks søgemaskine

1 Afsluttet

IEA EBC Annex 81 - Data-Driven Smart Buildings
Marszal-Pomianowska, A. (Projektleder) & Johra, H. (Projektleder)
01/06/2020 → 30/06/2024
Projekter: Projekt › Forskning

1 Konferenceartikel i proceeding

IEA EBC Annex 81 – Data-Driven Smart Buildings: Building-to-Grid Applications
Johra, H., Li, H., de Andrade Pereira, F., Nweye, K., Chamari, L. & Nagy, Z., sep. 2023, Proceedings of Building Simulation 2023: 18th Conference of International Building Performance Simulation Association. Shanghai, China, 4-6 September 2023. International Building Performance Simulation Association (IBPSA), Bind 18. s. 2537-2544 8 s. 1325. (Building Simulation Conference proceedings, Bind 18).
Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

Åben adgang
Fil
1 Citationer (Scopus)

326 Downloads (Pure)

Citationsformater

Candanedo, J. (red.), Blum, D., Chen, Z., Fierro, G., Gori, V., Johra, H., Madsen, H., Marszal-Pomianowska, A., O'Neill, Z., Pradhan, O., Rovas, D., Sacco, F., Stensson, S., Thilker, C., Vallianos, C., Wen, J., & White, S. (2023). Data-Driven Smart Buildings: State-of-the-Art Review. CSIRO. https://annex81.iea-ebc.org/Data/publications/Annex%2081%20State-of-the-Art%20Report%20(final).pdf

@book{abedc998523d47bd8663d22991de9cea,

title = "Data-Driven Smart Buildings: State-of-the-Art Review",

abstract = "This report reviews the state-of-the-art related to Data-Driven Smart Buildings research and technologies. It explores issues relating to IT infrastructure and data management procedures necessary for streamlining the deployment of data-driven software solutions. It also examines recent developments in data-driven approaches for optimising building energy performance, including fault detection and diagnosis, advanced control strategies and the interaction between buildings and the electric grid. The report covers the following aspects of the utilisation of data in building operation: It includes an Annex81 definition of a data-driven smart building, and learnings from various case study deployments in buildings.",

keywords = "Annex 81, Data-Driven Smart Buildings, Data, Smart Building, Demand response, energy flexibility, AFDD, fault detection",

author = "David Blum and Zhelun Chen and Gabe Fierro and Virginia Gori and Hicham Johra and Henrik Madsen and Anna Marszal-Pomianowska and Zheng O'Neill and Ojas Pradhan and Dimitrios Rovas and Francesco Sacco and Sofia Stensson and Christian Thilker and Charalampos Vallianos and Jin Wen and Stephen White",

editor = "Jos{\'e} Candanedo",

note = "Annex 81",

year = "2023",

month = sep,

language = "English",

publisher = "CSIRO",

address = "Australia",

}

Candanedo, J (red.), Blum, D, Chen, Z, Fierro, G, Gori, V, Johra, H, Madsen, H, Marszal-Pomianowska, A, O'Neill, Z, Pradhan, O, Rovas, D, Sacco, F, Stensson, S, Thilker, C, Vallianos, C, Wen, J & White, S 2023, Data-Driven Smart Buildings: State-of-the-Art Review. CSIRO. <https://annex81.iea-ebc.org/Data/publications/Annex%2081%20State-of-the-Art%20Report%20(final).pdf>

TY - RPRT

T1 - Data-Driven Smart Buildings

T2 - State-of-the-Art Review

AU - Blum, David

AU - Chen, Zhelun

AU - Fierro, Gabe

AU - Gori, Virginia

AU - Johra, Hicham

AU - Madsen, Henrik

AU - Marszal-Pomianowska, Anna

AU - O'Neill, Zheng

AU - Pradhan, Ojas

AU - Rovas, Dimitrios

AU - Sacco, Francesco

AU - Stensson, Sofia

AU - Thilker, Christian

AU - Vallianos, Charalampos

AU - Wen, Jin

AU - White, Stephen

A2 - Candanedo, José

N1 - Annex 81

PY - 2023/9

Y1 - 2023/9

N2 - This report reviews the state-of-the-art related to Data-Driven Smart Buildings research and technologies. It explores issues relating to IT infrastructure and data management procedures necessary for streamlining the deployment of data-driven software solutions. It also examines recent developments in data-driven approaches for optimising building energy performance, including fault detection and diagnosis, advanced control strategies and the interaction between buildings and the electric grid. The report covers the following aspects of the utilisation of data in building operation: It includes an Annex81 definition of a data-driven smart building, and learnings from various case study deployments in buildings.

AB - This report reviews the state-of-the-art related to Data-Driven Smart Buildings research and technologies. It explores issues relating to IT infrastructure and data management procedures necessary for streamlining the deployment of data-driven software solutions. It also examines recent developments in data-driven approaches for optimising building energy performance, including fault detection and diagnosis, advanced control strategies and the interaction between buildings and the electric grid. The report covers the following aspects of the utilisation of data in building operation: It includes an Annex81 definition of a data-driven smart building, and learnings from various case study deployments in buildings.

KW - Annex 81

KW - Data-Driven Smart Buildings

KW - Data

KW - Smart Building

KW - Demand response

KW - energy flexibility

KW - AFDD

KW - fault detection

M3 - Report

BT - Data-Driven Smart Buildings

PB - CSIRO

ER -

Data-Driven Smart Buildings: State-of-the-Art Review

Abstract

Bibliografisk note

FN’s Verdensmål

Adgang til dokumentet

AUB Link

Fingeraftryk

Projekter

IEA EBC Annex 81 - Data-Driven Smart Buildings

Publikation

IEA EBC Annex 81 – Data-Driven Smart Buildings: Building-to-Grid Applications

Citationsformater