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Metadata schemas and ontologies for building energy applications: A critical review and use case analysis
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 …
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
Building information modeling (BIM) has been widely adopted for representing and
exchanging building data across disciplines during building design and construction …
exchanging building data across disciplines during building design and construction …
[HTML][HTML] A semantic ontology for representing and quantifying energy flexibility of buildings
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 …
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
Abstract Digitalization and Artificial Intelligent (AI) are revolutionizing building operation
management. The abundance of data generated with the digitalization of buildings in the …
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] …
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
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 …
existing buildings. The heterogeneity of systems and non-standard naming conventions for …
Transformational IoT sensing for air pollution and thermal exposures
Cities today encounter significant challenges pertaining to urbanization and population
growth, resource availability, and climate change. Concurrently, unparalleled datasets are …
growth, resource availability, and climate change. Concurrently, unparalleled datasets are …
Platform-based design for energy systems
Defossilization of the current energy system is a major requirement to decelerate
anthropogenic climate change. However, a defossilized energy system is vastly more …
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
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 …
is largely manual and based on ambiguous natural language specifications. It lacks a formal …
Machine learning for smart and energy-efficient buildings
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 …
approximately 40% of all energy usage in the United States, and similar numbers are being …