Metadata schemas and ontologies for building energy applications: A critical review and use case analysis

M Pritoni, D Paine, G Fierro, C Mosiman, M Poplawski… - Energies, 2021 - mdpi.com
Digital and intelligent buildings are critical to realizing efficient building energy operations
and a smart grid. With the increasing digitalization of processes throughout the life cycle of …

An overview of data tools for representing and managing building information and performance data

N Luo, M Pritoni, T Hong - Renewable and Sustainable Energy Reviews, 2021 - Elsevier
Building information modeling (BIM) has been widely adopted for representing and
exchanging building data across disciplines during building design and construction …

[HTML][HTML] A semantic ontology for representing and quantifying energy flexibility of buildings

H Li, T Hong - Advances in Applied Energy, 2022 - Elsevier
Energy flexibility of buildings can be an essential resource for a sustainable and reliable
power grid with the growing variable renewable energy shares and the trend to electrify and …

Semantic model-based large-scale deployment of AI-driven building management applications

K Xu, Z Chen, F **ao, J Zhang, H Zhang, T Ma - Automation in Construction, 2024 - Elsevier
Abstract Digitalization and Artificial Intelligent (AI) are revolutionizing building operation
management. The abundance of data generated with the digitalization of buildings in the …

[PDF][PDF] Design of an effective ontology and query processor enabling portable building applications

G Fierro - … Engineering and Computer Sciences, University of …, 2019 - eecs.berkeley.edu
The US Department of Energy reports that commercial buildings constituted 47% of all
energy consumed in the US in 2017 [107]. On average, 30% of this energy is wasted [34] …

[HTML][HTML] Enabling portable demand flexibility control applications in virtual and real buildings

F de Andrade Pereira, L Paul, M Pritoni… - Journal of Building …, 2024 - Elsevier
Control applications that facilitate Demand Flexibility (DF) are difficult to deploy at scale in
existing buildings. The heterogeneity of systems and non-standard naming conventions for …

Transformational IoT sensing for air pollution and thermal exposures

J Pantelic, N Nazarian, C Miller, F Meggers… - Frontiers in Built …, 2022 - frontiersin.org
Cities today encounter significant challenges pertaining to urbanization and population
growth, resource availability, and climate change. Concurrently, unparalleled datasets are …

Platform-based design for energy systems

M Sulzer, M Wetter, R Mutschler… - Applied Energy, 2023 - Elsevier
Defossilization of the current energy system is a major requirement to decelerate
anthropogenic climate change. However, a defossilized energy system is vastly more …

OpenBuildingControl: Digitizing the control delivery from building energy modeling to specification, implementation and formal verification

M Wetter, P Ehrlich, A Gautier, M Grahovac, P Haves… - Energy, 2022 - Elsevier
The current process for specifying, installing and commissioning building control sequences
is largely manual and based on ambiguous natural language specifications. It lacks a formal …

Machine learning for smart and energy-efficient buildings

HP Das, YW Lin, U Agwan, L Spangher… - Environmental Data …, 2024 - cambridge.org
Energy consumption in buildings, both residential and commercial, accounts for
approximately 40% of all energy usage in the United States, and similar numbers are being …