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AIRAH Big Data STG survey
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1.
What best describes your profession?
(Required.)
Consultant
Client Side
BMS Service Provider
SaaS / Analytics Service Provider
Other
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2.
What best describes your or your organisation’s current involvement with HVAC operational data?
(Required.)
Operate systems that generate data
Integrate systems
Consume data through automated systems
Consume data through manual systems
Do no currently work with HVAC data but have aspirations to do so
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3.
What best describes the frequency of your interactions with HVAC operational data?
(Required.)
Always: Wrangling HVAC data is the majority of my role
Daily: I frequently interact with HVAC data to support my core activities
Weekly: I occasionally interact with HVAC data
Less than weekly: I rarely interact with HVAC data
Aspirational: I do not use HVAC data but intend to start
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4.
Which metadata systems does your organisation use to structure data?
(Required.)
Project Haystack
Brick Schema
RealEstateCore
Google Digital Buildings Ontology
Other open source schema
A proprietary schema developed for internal use
None
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5.
Which of the following describes your greatest pain points with structured HVAC operational data?
(Required.)
The tools I have access to do not natively contain enough detail to accurately model the systems I interact with
I only have access to raw data from systems because no metadata model exists
The systems my organisation uses do not derive any benefit from structured data
The metadata models in systems I extract data from are often incomplete or incorrect, so I need to manually recreate the models to achieve interoperability
I do not have access to tools to verify the correct application of data models, so I discover errors when bugs occur
I consume data using manual methods and I just want access to raw data
Other or none
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6.
Which of the following improvements would you like to see from the industry?
(Required.)
More user friendly tools/A reduced barrier to entry for applying and using metadata models
A straightforward way to look up the current best practice schema/tags for a piece of equipment using an API
A straightforward way to look up the current best practice schema/tags for a piece of equipment using a webpage
A straightforward way to translate between metadata models
Tools to validate new integrations against a specification
The current tooling and documentation is fit for purpose
I don't see a market or level of demand for structured data that justifies additional investment in this space
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7.
Are there any areas specific to the Australian market that require attention from the AIRAH / OAP working group?
(Required.)
Localisation of naming, where terminology in Australia differs from the metadata systems
Expansion or extension of described systems, where the Australian market uses plant or equipment not well described by existing metadata systems
Opportunities to support Australian risk, compliance and rating spaces
Other (please specify)
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8.
Would you like to be kept up to date about AIRAH's activities in this space?
(Required.)
Yes
No
9.
Please provide your email address if you would like to be kept up to date