SlideShare a Scribd company logo
1 of 53
Download to read offline
a webinar
Leveraging Semantic Tagging with a New
Breed of Software for Smart Buildings
Chris Irwin
- Project Haystack Executive Envoy for Europe
also
- VP Sales EMEA & Asia + VP Global Marketing for J2 Innovations
a webinar
The Evolving Data Problem in Buildings
• Buildings becoming more complex
• More applications = more devices = more data
• Barrier to effective data use is the diversity of systems,
data types, formats etc.
• Much of recorded data is “locked” on hard drives
• Not being effectively “mined” for value
a webinar
The Challenge of Data Management
• Remembering abbreviations and coded labelling
is natural for us, - but not for computers
• It’s personal, so each develop a different syntax
• Names can’t do the job
The result -
• Most data produced by devices & equipment is
poorly defined as to what the data means
a webinar
The Challenge of Data Management
• No standardised approach to adding semantic
data (metadata) to device data
• Manual, labour-intensive processes are required
to add semantic definitions to data before
analysis, presentation and other value creation
can begin
• This is a barrier to effective & efficient use of
device data – adds cost and slows the use of data
a webinar
The data paradox
On the one hand, data seems to be everywhere, in every
system ready for the “picking”
However, although everyone is asking for data,
sometimes it is without understanding it, or how and
where it should be applied, or how it affects workflow
and business operations
There’s the joke that goes….
“80% of data management is about organising the data,
and 20% is complaining about having to organise it.”
a webinar
Defining a standard approach - Unifying Data
• Data that matters
• Quality & integrity
• Tagging & Modelling
• Governance
• Portability
• Consistency
• Best practice
• Understanding
• Normalisation
• Socialisation
• Management
• Uniformity
• Interoperability
• Exchange
www.datafoundation.org
Many factors to consider in a unified data standard
– according to the Data Foundation
a webinar
How Tagging Simplifies Building Automation
Benefits of adding metadata:
• Applications can quickly find and interpret data
• Disparate systems can share data automatically
• Automatic generation of relevant information for management –
operations, energy, etc.
• Eliminates a lot of manual work – reduces cost to gain value from the
data
• Unlock the data
a webinar
The Goal – making data from diverse systems easy to work
with
marketing.project-haystack.org
project-haystack.dev
project-haystack.org/forum/topic/687
a webinar
Project Haystack is…
• a community of
people working to
address the need for a
standard “semantic
modelling” method for
device data
• worldwide community
• open source – no cost
to use
• proven and deployed
in tens of thousands of
facilities
a webinar
Value Creation
Tagging :
• Creates new opportunities for value creation for
owner/operators, facilities managers integrators,
and OEMs
• Ensures multiple users are using same version of the
organisation’s data
• Systems and data sources are linked and well
managed to ensure that any data used by the
organisation is consistent & accurate
• Safeguards that the right data gets to the right
person at the right time
a webinar
Project Haystack provides…
A standardised methodology for describing data that makes it easier and more cost effective to
analyse, visualise, and derive value from our operational data
So what is tagging really……
We can also think of it as a “MARK-UP LANGUAGE” for data…..
a webinar
Analogy: A mark-up language for device data
• Why can I point my browser at your website and read what you published?
• We didn’t pre-arrange for me to be able to interpret your website code
• It only works because industry agreed on a mark-up language (HTML)
• If you use HTML I can read the “data” on your website (text)
• Haystack does the same thing for device data
a webinar
The Project Haystack
homepage the way we
see it
The same page described in HTML
a webinar
Defining data and its context
• Lets analyze this: zn3-wwfl4 = 21.2
• Hmmmm… what does this number represent? Deg C, F, KW, kPa???
• Need to know units. Let’s say it is DegC
• Hmmmm… so it’s 21.2 DegC OK?
• What is it? - Zone temp, Return air temp, Chilled water temp? Let’s say it’s a Zone
• Ok, so what is the schedule for that space? Schedule #1 = 7:30 AM - 6:30 PM
• What AHU is it served by? AHU-1
• What FCU serves it? FCU-27
• How can I convey these answers in a standard way that other software can interpret?
a webinar
Standardising the metadata – 3 types
Defining data and its context
a webinar
But Project Haystack is more than just about tagging…
• 1st – a standard methodology for defining and representing device
metadata (descriptive data) – a specification on how to do it
• 2nd – Standard vocabulary (tag sets), taxonomies (equipment models)
developed by consensus of the community
• 3rd – Software Tools
• REST API to easily exchange Haystack tagged data among applications
• Reference implementations: Java, node.js, Dart, Python, C++ others
• Plug-ins to enable various systems to “speak” Haystack
• Tools to streamline the tagging process
• 4th – Ongoing effort by Working Groups to develop tagging models,
extend the standard, working with other standards groups, and
educating the market
a webinar
The Pay-off – what it enables
• Applications that just work!
• Example: equipment graphics that auto-generate just by reading the metadata associated with
points
• Control logic can ”find” all similar devices it should be applied to (think of room controls or FCUs)
• Easier integration among software applications
• apps can understand and consume data without human interaction to “map” data
• A new generation of engineering tools to streamline project implementation tasks
a webinar
Haystack – adoption and support
• Used in systems and software deployed in tens of thousands of buildings to
model hundreds of thousands of devices
• last count – well over 30K facilities!
• Adoption by equipment manufacturers for next generation product – some
on the market today
• Intel joins Project Haystack as a Board Member (March 2017)
• Many systems integrators trained and using Haystack in projects every day
• Over 1,600 registered users on Project Haystack Forum
• CABA White Paper March 2016
a webinar
Project Haystack – our members
a webinar
BACnet Collaboration with Haystack
ASHRAE Standard 223P:
"Designation and
Classification of Semantic
Tags for Building Data”
provides a dictionary of
semantic tags for descriptive
tagging of building data
including building
automation and control data
along with associated
systems
a webinar
Evolution of data
management
a webinar
Project Haystack v4 – in beta
(at public review stage since March 2019)
https://project-haystack.dev/
a webinar
Project Haystack v4 – What’s new?
• Naming
• Classification
• Relationships
a webinar
Project Haystack v4 – What’s new?
• Naming
VFDs
Energy
Zones
AHUs
VAVs
Unitary
Equips
Chillers
Boilers
Tanks
Electrical
Panels
Networks
Lighting
Libraries
Security
a webinar
lib::
IoT
Naming – Libraries needed to identify different meanings
hot
lib::
food
hot
a webinar
Project Haystack v4 – What’s new?
• Classification
a webinar
Classification is hard
a webinar
English is our enemy
hot-water = hot + water
site-meter = site + meter
hot-water = hot + water
site-meter = site + meter X siteMeter
a webinar
Project Haystack v4 – What’s new?
• Naming
• Classification
• Relationships
a webinar
Project Haystack v4 – What’s new?
• Naming
• Classification
• Relationships
= Vocabulary
= Taxonomy
= Ontology
a webinar
Why does any of this matter?
• Data portability & abstraction
• Reduce commissioning errors
• Powerful data queries
• Intelligent rules, moving to AI
• Intuitive configuration tools & UI software
a webinar
Haystack – key take-aways
• Deployed, working, proven in THOUSANDS of applications
• Open source, community-driven, ZERO cost to access documentation and use
• Extensible beyond community agreed equipment models – you can use Haystack
methodology with your own tags/descriptors outside of standard group work on
models
a webinar
Haystack – key take-aways (continued)
• Lightweight – can be implemented in small devices, network level controllers,
standard databases – also text files, & Excel worksheets
• Human readable and machine readable
• Accessible/understandable by real users – technicians and engineers that do
systems integration
• The standard, libraries and tools continue to advance through the efforts of a
worldwide open source community
a webinar
Customer expectations are changing…
and suppliers have to adopt accordingly
80%
of customers want
improved visualization
of their data
69%
of customers expect
improved operations UX
of customers demand
mobile and location
independent
access to their data
of customers expect
new digital offerings
65%
50%
Source: Customer Survey by Siemens
New Digital Technologies Change the Requirements
for Building Automation and IoT
UX Design
Intuitive engineering
and operator
workflows
Data Mgmt.
Intelligent data
management
and visualization
Extensibility
Continuous supply
of new value
adding Apps
Cyber Security
Security by design,
continuously
evolving
Mobile First
Ability to control
buildings from any
devices
Openness & IoT
Integrate any device,
easy data supply
via the IoT Apps
a webinar
a webinar
“How can I keep up with
Digital technology trends,
while not loosing the focus
on my business”
a webinar
Leading platform for building
automation & IoT
Open Framework to
add your OEM Apps for
your business needs
With FIN Framework you can tackle new
digital technologies and focus on your
specific business needs
Strong set of
FIN Apps
Focused on partnerships
with successful OEMs
Why…
OEM Apps
FIN Apps
a webinar
§
FIN Framework - the most innovative framework for Building
Automation and IoT
One software, one app suite, one toolset
- Runs on Edge*, Global, Server, Cloud*
• State-of-the-art
framework for building
automation and IoT
• One software for building
management and building
controls
• Runs on Global, Server
and Cloud
• Operatable from desktop,
tablet and mobile phone
• Tagging based concept,
utilizing the most modern
standard Haystack
Building Integration Framework
Building Management Station
Developer platform with open APIs
* Edge and Cloud applications are in Alpha; Cloud application is IoT tunnel into local instance
Controller Engine
a webinar
Overview on FIN Framework
• Modular and flexible software
framework for OEM development
• Helps your next project get to market
faster with lower development costs
• Choose to buy and build any
combination of FIN features to work
with your hardware, software tools
and apps
• Latest technology with tagging and
data modeling built-in
• Support for the latest Haystack
standard
• Supports multiple open protocols
a webinar
With FIN Framework you can shape your own
product
4 Step Design Process
1. OEM developers first need to decide which of
FIN's many features they need to use
2. Then create the additional custom
functionality required by the new product
they create
3. Next, the hardware required needs to either
be developed or, selected from existing
available platforms
4. FIN Framework includes a full suite of
connectors for the popular open standard
protocols. We also provide a Connector
framework for creation of custom connectors
to your and 3rd party systems
a webinar
FIN Framework –
Equipment Graphics
Alarms
City Center AHU-1 Graphic
Summer School
Point Graphics
City Center Vav-03
• Magic Bubbles are context sensitive and automatically generate links to related applications
• Navigation is more efficient and intuitive for users
City Center AHU-1
a webinar
FIN Framework –
Custom Graphics
• Powerful tools and optimised wizards make creating graphics fast and easy
• Flexible so you can create your own widgets and unique user experiences
a webinar
FIN Framework –
Historian
• Create ad hoc charts
• Simple to create baselines, powerful roll-up feature
• Export data simply
a webinar
FIN Framework –
Control Logic
• Simplicity of block programming – the power of line programming
• Use any function library
• Create one routine and it will run in control engine against many equipments; so
faster more efficient, and much easier to roll-out changes
a webinar
FIN Framework –
Dashboards
Example dashboard from a real project
• Full library of dashboard widgets, all fully configurable
• Easy to create custom designs
• Whole screen is customisable; flexible navigation
• Easy data export roll-up and data aggregation because of tagging
• Live weather, maps and video
a webinar
FIN Framework –
Tagged Database
• Powerful tool for creating tagged database
• Haystack standard is built right into FIN
• Add tags programmatically, leverage pay-offs in apps
• Add histories, create relationships, and view points all-in-one app
FIN 5 – Fast – templates and tagging
Graphic
s
Control Logic
Q&M Manuals
OEM Apps
Summary
Use the template Put it into FIN Framework
Get
everything
done in
seconds
a webinar
a webinar
FIN Framework 5.0
Peace of mind - highest level of cyber-security
a webinar
FIN Connectors
1 Please get in touch with sales team for more information about connectors listed and further integration possibilities
a webinar
A leading software framework
for Building Automation and IoT
• Founded in 2009
• Creator of the FIN Framework,
released Version 5 to the market
• Co-founder of the Haystack community
• With more than 50k+ instances in
more than 20 countries worldwide
• 13 OEMs, 13+ distributors, 500+ trained
system integrators, 3,500+ community
members and actively growing every day
a webinar
Recently Acquired by Siemens
Smart Infrastructure
• Acquisition of leading software framework for
building automation and IoT
• California based company
• Remains independent legal entity within
Siemens Smart Infrastructure
• Heavy expansion plan in place, beyond footprint
in North America, moving into EMEA and Asia
• Focus on OEM business
a webinar
Questions?
Chris Irwin
J2 Innovations
chrisi@j2inn.com

More Related Content

What's hot

Build it…will they come by Shawn Trainer
 Build it…will they come by Shawn Trainer Build it…will they come by Shawn Trainer
Build it…will they come by Shawn TrainerData Con LA
 
Slides: Accelerating Queries on Cloud Data Lakes
Slides: Accelerating Queries on Cloud Data LakesSlides: Accelerating Queries on Cloud Data Lakes
Slides: Accelerating Queries on Cloud Data LakesDATAVERSITY
 
Fasten you seatbelt and listen to the Data Steward
Fasten you seatbelt and listen to the Data StewardFasten you seatbelt and listen to the Data Steward
Fasten you seatbelt and listen to the Data StewardJean-Pierre Riehl
 
Modernizing the Analytics and Data Science Lifecycle for the Scalable Enterpr...
Modernizing the Analytics and Data Science Lifecycle for the Scalable Enterpr...Modernizing the Analytics and Data Science Lifecycle for the Scalable Enterpr...
Modernizing the Analytics and Data Science Lifecycle for the Scalable Enterpr...Data Con LA
 
Building Your Data Hub to Support Digital
Building Your Data Hub to Support DigitalBuilding Your Data Hub to Support Digital
Building Your Data Hub to Support DigitalDenodo
 
Building the Modern Data Hub
Building the Modern Data HubBuilding the Modern Data Hub
Building the Modern Data HubDatavail
 
Reinventing and Simplifying Data Management for a Successful Hybrid and Multi...
Reinventing and Simplifying Data Management for a Successful Hybrid and Multi...Reinventing and Simplifying Data Management for a Successful Hybrid and Multi...
Reinventing and Simplifying Data Management for a Successful Hybrid and Multi...Denodo
 
To mesh or mess up your data organisation - Jochem van Grondelle (Prosus/OLX ...
To mesh or mess up your data organisation - Jochem van Grondelle (Prosus/OLX ...To mesh or mess up your data organisation - Jochem van Grondelle (Prosus/OLX ...
To mesh or mess up your data organisation - Jochem van Grondelle (Prosus/OLX ...Jochem van Grondelle
 
Data Services and the Modern Data Ecosystem (Middle East)
Data Services and the Modern Data Ecosystem (Middle East)Data Services and the Modern Data Ecosystem (Middle East)
Data Services and the Modern Data Ecosystem (Middle East)Denodo
 
Building a Collaborative Data Architecture
Building a Collaborative Data ArchitectureBuilding a Collaborative Data Architecture
Building a Collaborative Data ArchitectureDATAVERSITY
 
ADV Slides: The Impact of Machine Learning on the Enterprise Today
ADV Slides: The Impact of Machine Learning on the Enterprise TodayADV Slides: The Impact of Machine Learning on the Enterprise Today
ADV Slides: The Impact of Machine Learning on the Enterprise TodayDATAVERSITY
 
A Big Data Journey
A Big Data JourneyA Big Data Journey
A Big Data JourneyPaul Boal
 
Big Data Analytics on the Cloud
Big Data Analytics on the CloudBig Data Analytics on the Cloud
Big Data Analytics on the CloudCaserta
 
Introduction to Modern Data Virtualization 2021 (APAC)
Introduction to Modern Data Virtualization 2021 (APAC)Introduction to Modern Data Virtualization 2021 (APAC)
Introduction to Modern Data Virtualization 2021 (APAC)Denodo
 
Why Data Virtualization? An Introduction.
Why Data Virtualization? An Introduction.Why Data Virtualization? An Introduction.
Why Data Virtualization? An Introduction.Denodo
 
Building New Data Ecosystem for Customer Analytics, Strata + Hadoop World, 2016
Building New Data Ecosystem for Customer Analytics, Strata + Hadoop World, 2016Building New Data Ecosystem for Customer Analytics, Strata + Hadoop World, 2016
Building New Data Ecosystem for Customer Analytics, Strata + Hadoop World, 2016Caserta
 
Building a Consistent Hybrid Cloud Semantic Model In Denodo
Building a Consistent Hybrid Cloud Semantic Model In DenodoBuilding a Consistent Hybrid Cloud Semantic Model In Denodo
Building a Consistent Hybrid Cloud Semantic Model In DenodoDenodo
 
Applying Big Data Superpowers to Healthcare
Applying Big Data Superpowers to HealthcareApplying Big Data Superpowers to Healthcare
Applying Big Data Superpowers to HealthcarePaul Boal
 
Self Service Analytics enabled by Data Virtualization from Denodo
Self Service Analytics enabled by Data Virtualization from DenodoSelf Service Analytics enabled by Data Virtualization from Denodo
Self Service Analytics enabled by Data Virtualization from DenodoDenodo
 

What's hot (20)

Build it…will they come by Shawn Trainer
 Build it…will they come by Shawn Trainer Build it…will they come by Shawn Trainer
Build it…will they come by Shawn Trainer
 
Slides: Accelerating Queries on Cloud Data Lakes
Slides: Accelerating Queries on Cloud Data LakesSlides: Accelerating Queries on Cloud Data Lakes
Slides: Accelerating Queries on Cloud Data Lakes
 
Fasten you seatbelt and listen to the Data Steward
Fasten you seatbelt and listen to the Data StewardFasten you seatbelt and listen to the Data Steward
Fasten you seatbelt and listen to the Data Steward
 
Modernizing the Analytics and Data Science Lifecycle for the Scalable Enterpr...
Modernizing the Analytics and Data Science Lifecycle for the Scalable Enterpr...Modernizing the Analytics and Data Science Lifecycle for the Scalable Enterpr...
Modernizing the Analytics and Data Science Lifecycle for the Scalable Enterpr...
 
Building Your Data Hub to Support Digital
Building Your Data Hub to Support DigitalBuilding Your Data Hub to Support Digital
Building Your Data Hub to Support Digital
 
Building the Modern Data Hub
Building the Modern Data HubBuilding the Modern Data Hub
Building the Modern Data Hub
 
Reinventing and Simplifying Data Management for a Successful Hybrid and Multi...
Reinventing and Simplifying Data Management for a Successful Hybrid and Multi...Reinventing and Simplifying Data Management for a Successful Hybrid and Multi...
Reinventing and Simplifying Data Management for a Successful Hybrid and Multi...
 
To mesh or mess up your data organisation - Jochem van Grondelle (Prosus/OLX ...
To mesh or mess up your data organisation - Jochem van Grondelle (Prosus/OLX ...To mesh or mess up your data organisation - Jochem van Grondelle (Prosus/OLX ...
To mesh or mess up your data organisation - Jochem van Grondelle (Prosus/OLX ...
 
Data Services and the Modern Data Ecosystem (Middle East)
Data Services and the Modern Data Ecosystem (Middle East)Data Services and the Modern Data Ecosystem (Middle East)
Data Services and the Modern Data Ecosystem (Middle East)
 
AI at the Edge
AI at the EdgeAI at the Edge
AI at the Edge
 
Building a Collaborative Data Architecture
Building a Collaborative Data ArchitectureBuilding a Collaborative Data Architecture
Building a Collaborative Data Architecture
 
ADV Slides: The Impact of Machine Learning on the Enterprise Today
ADV Slides: The Impact of Machine Learning on the Enterprise TodayADV Slides: The Impact of Machine Learning on the Enterprise Today
ADV Slides: The Impact of Machine Learning on the Enterprise Today
 
A Big Data Journey
A Big Data JourneyA Big Data Journey
A Big Data Journey
 
Big Data Analytics on the Cloud
Big Data Analytics on the CloudBig Data Analytics on the Cloud
Big Data Analytics on the Cloud
 
Introduction to Modern Data Virtualization 2021 (APAC)
Introduction to Modern Data Virtualization 2021 (APAC)Introduction to Modern Data Virtualization 2021 (APAC)
Introduction to Modern Data Virtualization 2021 (APAC)
 
Why Data Virtualization? An Introduction.
Why Data Virtualization? An Introduction.Why Data Virtualization? An Introduction.
Why Data Virtualization? An Introduction.
 
Building New Data Ecosystem for Customer Analytics, Strata + Hadoop World, 2016
Building New Data Ecosystem for Customer Analytics, Strata + Hadoop World, 2016Building New Data Ecosystem for Customer Analytics, Strata + Hadoop World, 2016
Building New Data Ecosystem for Customer Analytics, Strata + Hadoop World, 2016
 
Building a Consistent Hybrid Cloud Semantic Model In Denodo
Building a Consistent Hybrid Cloud Semantic Model In DenodoBuilding a Consistent Hybrid Cloud Semantic Model In Denodo
Building a Consistent Hybrid Cloud Semantic Model In Denodo
 
Applying Big Data Superpowers to Healthcare
Applying Big Data Superpowers to HealthcareApplying Big Data Superpowers to Healthcare
Applying Big Data Superpowers to Healthcare
 
Self Service Analytics enabled by Data Virtualization from Denodo
Self Service Analytics enabled by Data Virtualization from DenodoSelf Service Analytics enabled by Data Virtualization from Denodo
Self Service Analytics enabled by Data Virtualization from Denodo
 

Similar to Simplifying Building Automation: Leveraging Semantic Tagging with a New Breed of Software

Making Internet Of Things Device Data Just Work!
Making Internet Of Things Device Data Just Work!Making Internet Of Things Device Data Just Work!
Making Internet Of Things Device Data Just Work!Memoori
 
(ENT211) Migrating the US Government to the Cloud | AWS re:Invent 2014
(ENT211) Migrating the US Government to the Cloud | AWS re:Invent 2014(ENT211) Migrating the US Government to the Cloud | AWS re:Invent 2014
(ENT211) Migrating the US Government to the Cloud | AWS re:Invent 2014Amazon Web Services
 
SMAC - Social, Mobile, Analytics and Cloud - An overview
SMAC - Social, Mobile, Analytics and Cloud - An overview SMAC - Social, Mobile, Analytics and Cloud - An overview
SMAC - Social, Mobile, Analytics and Cloud - An overview Rajesh Menon
 
What is Data as a Service by T-Mobile Principle Technical PM
What is Data as a Service by T-Mobile Principle Technical PMWhat is Data as a Service by T-Mobile Principle Technical PM
What is Data as a Service by T-Mobile Principle Technical PMProduct School
 
Data Mesh using Microsoft Fabric
Data Mesh using Microsoft FabricData Mesh using Microsoft Fabric
Data Mesh using Microsoft FabricNathan Bijnens
 
Confluent Partner Tech Talk with BearingPoint
Confluent Partner Tech Talk with BearingPointConfluent Partner Tech Talk with BearingPoint
Confluent Partner Tech Talk with BearingPointconfluent
 
Customer value analysis of big data products
Customer value analysis of big data productsCustomer value analysis of big data products
Customer value analysis of big data productsVikas Sardana
 
Data Mesh in Azure using Cloud Scale Analytics (WAF)
Data Mesh in Azure using Cloud Scale Analytics (WAF)Data Mesh in Azure using Cloud Scale Analytics (WAF)
Data Mesh in Azure using Cloud Scale Analytics (WAF)Nathan Bijnens
 
Digital_IOT_(Microsoft_Solution).pdf
Digital_IOT_(Microsoft_Solution).pdfDigital_IOT_(Microsoft_Solution).pdf
Digital_IOT_(Microsoft_Solution).pdfssuserd23711
 
Accelerate Self-Service Analytics with Virtualization and Visualisation (Thai)
Accelerate Self-Service Analytics with Virtualization and Visualisation (Thai)Accelerate Self-Service Analytics with Virtualization and Visualisation (Thai)
Accelerate Self-Service Analytics with Virtualization and Visualisation (Thai)Denodo
 
Big Data Evolution
Big Data EvolutionBig Data Evolution
Big Data Evolutionitnewsafrica
 
2022 Trends in Enterprise Analytics
2022 Trends in Enterprise Analytics2022 Trends in Enterprise Analytics
2022 Trends in Enterprise AnalyticsDATAVERSITY
 
Sudhir Rawat, Sr Techonology Evangelist at Microsoft SQL Business Intelligenc...
Sudhir Rawat, Sr Techonology Evangelist at Microsoft SQL Business Intelligenc...Sudhir Rawat, Sr Techonology Evangelist at Microsoft SQL Business Intelligenc...
Sudhir Rawat, Sr Techonology Evangelist at Microsoft SQL Business Intelligenc...Dataconomy Media
 
Architect’s Open-Source Guide for a Data Mesh Architecture
Architect’s Open-Source Guide for a Data Mesh ArchitectureArchitect’s Open-Source Guide for a Data Mesh Architecture
Architect’s Open-Source Guide for a Data Mesh ArchitectureDatabricks
 
ADV Slides: When and How Data Lakes Fit into a Modern Data Architecture
ADV Slides: When and How Data Lakes Fit into a Modern Data ArchitectureADV Slides: When and How Data Lakes Fit into a Modern Data Architecture
ADV Slides: When and How Data Lakes Fit into a Modern Data ArchitectureDATAVERSITY
 
When and How Data Lakes Fit into a Modern Data Architecture
When and How Data Lakes Fit into a Modern Data ArchitectureWhen and How Data Lakes Fit into a Modern Data Architecture
When and How Data Lakes Fit into a Modern Data ArchitectureDATAVERSITY
 
Logitech - LOGITECH ACCELERATES CLOUD ANALYTICS USING DATA VIRTUALIZATION
Logitech - LOGITECH ACCELERATES CLOUD ANALYTICS USING DATA VIRTUALIZATIONLogitech - LOGITECH ACCELERATES CLOUD ANALYTICS USING DATA VIRTUALIZATION
Logitech - LOGITECH ACCELERATES CLOUD ANALYTICS USING DATA VIRTUALIZATIONAvinash Deshpande
 
Bridging the Gap: Analyzing Data in and Below the Cloud
Bridging the Gap: Analyzing Data in and Below the CloudBridging the Gap: Analyzing Data in and Below the Cloud
Bridging the Gap: Analyzing Data in and Below the CloudInside Analysis
 
Take Action: The New Reality of Data-Driven Business
Take Action: The New Reality of Data-Driven BusinessTake Action: The New Reality of Data-Driven Business
Take Action: The New Reality of Data-Driven BusinessInside Analysis
 

Similar to Simplifying Building Automation: Leveraging Semantic Tagging with a New Breed of Software (20)

Making Internet Of Things Device Data Just Work!
Making Internet Of Things Device Data Just Work!Making Internet Of Things Device Data Just Work!
Making Internet Of Things Device Data Just Work!
 
(ENT211) Migrating the US Government to the Cloud | AWS re:Invent 2014
(ENT211) Migrating the US Government to the Cloud | AWS re:Invent 2014(ENT211) Migrating the US Government to the Cloud | AWS re:Invent 2014
(ENT211) Migrating the US Government to the Cloud | AWS re:Invent 2014
 
SMAC - Social, Mobile, Analytics and Cloud - An overview
SMAC - Social, Mobile, Analytics and Cloud - An overview SMAC - Social, Mobile, Analytics and Cloud - An overview
SMAC - Social, Mobile, Analytics and Cloud - An overview
 
What is Data as a Service by T-Mobile Principle Technical PM
What is Data as a Service by T-Mobile Principle Technical PMWhat is Data as a Service by T-Mobile Principle Technical PM
What is Data as a Service by T-Mobile Principle Technical PM
 
Data Mesh using Microsoft Fabric
Data Mesh using Microsoft FabricData Mesh using Microsoft Fabric
Data Mesh using Microsoft Fabric
 
Confluent Partner Tech Talk with BearingPoint
Confluent Partner Tech Talk with BearingPointConfluent Partner Tech Talk with BearingPoint
Confluent Partner Tech Talk with BearingPoint
 
Customer value analysis of big data products
Customer value analysis of big data productsCustomer value analysis of big data products
Customer value analysis of big data products
 
Data Mesh in Azure using Cloud Scale Analytics (WAF)
Data Mesh in Azure using Cloud Scale Analytics (WAF)Data Mesh in Azure using Cloud Scale Analytics (WAF)
Data Mesh in Azure using Cloud Scale Analytics (WAF)
 
Big Data in Azure
Big Data in AzureBig Data in Azure
Big Data in Azure
 
Digital_IOT_(Microsoft_Solution).pdf
Digital_IOT_(Microsoft_Solution).pdfDigital_IOT_(Microsoft_Solution).pdf
Digital_IOT_(Microsoft_Solution).pdf
 
Accelerate Self-Service Analytics with Virtualization and Visualisation (Thai)
Accelerate Self-Service Analytics with Virtualization and Visualisation (Thai)Accelerate Self-Service Analytics with Virtualization and Visualisation (Thai)
Accelerate Self-Service Analytics with Virtualization and Visualisation (Thai)
 
Big Data Evolution
Big Data EvolutionBig Data Evolution
Big Data Evolution
 
2022 Trends in Enterprise Analytics
2022 Trends in Enterprise Analytics2022 Trends in Enterprise Analytics
2022 Trends in Enterprise Analytics
 
Sudhir Rawat, Sr Techonology Evangelist at Microsoft SQL Business Intelligenc...
Sudhir Rawat, Sr Techonology Evangelist at Microsoft SQL Business Intelligenc...Sudhir Rawat, Sr Techonology Evangelist at Microsoft SQL Business Intelligenc...
Sudhir Rawat, Sr Techonology Evangelist at Microsoft SQL Business Intelligenc...
 
Architect’s Open-Source Guide for a Data Mesh Architecture
Architect’s Open-Source Guide for a Data Mesh ArchitectureArchitect’s Open-Source Guide for a Data Mesh Architecture
Architect’s Open-Source Guide for a Data Mesh Architecture
 
ADV Slides: When and How Data Lakes Fit into a Modern Data Architecture
ADV Slides: When and How Data Lakes Fit into a Modern Data ArchitectureADV Slides: When and How Data Lakes Fit into a Modern Data Architecture
ADV Slides: When and How Data Lakes Fit into a Modern Data Architecture
 
When and How Data Lakes Fit into a Modern Data Architecture
When and How Data Lakes Fit into a Modern Data ArchitectureWhen and How Data Lakes Fit into a Modern Data Architecture
When and How Data Lakes Fit into a Modern Data Architecture
 
Logitech - LOGITECH ACCELERATES CLOUD ANALYTICS USING DATA VIRTUALIZATION
Logitech - LOGITECH ACCELERATES CLOUD ANALYTICS USING DATA VIRTUALIZATIONLogitech - LOGITECH ACCELERATES CLOUD ANALYTICS USING DATA VIRTUALIZATION
Logitech - LOGITECH ACCELERATES CLOUD ANALYTICS USING DATA VIRTUALIZATION
 
Bridging the Gap: Analyzing Data in and Below the Cloud
Bridging the Gap: Analyzing Data in and Below the CloudBridging the Gap: Analyzing Data in and Below the Cloud
Bridging the Gap: Analyzing Data in and Below the Cloud
 
Take Action: The New Reality of Data-Driven Business
Take Action: The New Reality of Data-Driven BusinessTake Action: The New Reality of Data-Driven Business
Take Action: The New Reality of Data-Driven Business
 

More from Memoori

State of the Smart Building Startup Landscape 2024!
State of the Smart Building Startup Landscape 2024!State of the Smart Building Startup Landscape 2024!
State of the Smart Building Startup Landscape 2024!Memoori
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
Laying the Data Foundations for Artificial Intelligence!
Laying the Data Foundations for Artificial Intelligence!Laying the Data Foundations for Artificial Intelligence!
Laying the Data Foundations for Artificial Intelligence!Memoori
 
The Market for AI in Commercial Buildings 2024.pdf
The Market for AI in Commercial Buildings 2024.pdfThe Market for AI in Commercial Buildings 2024.pdf
The Market for AI in Commercial Buildings 2024.pdfMemoori
 
A BluePrint for the Future of Smart Building Retrofits
A BluePrint for the Future of Smart Building RetrofitsA BluePrint for the Future of Smart Building Retrofits
A BluePrint for the Future of Smart Building RetrofitsMemoori
 
AI + Memoori = AIM
AI + Memoori = AIMAI + Memoori = AIM
AI + Memoori = AIMMemoori
 
How Tenants & Landlords Can Work Together to Reduce Energy Consumption!
How Tenants & Landlords Can Work Together to Reduce Energy Consumption!How Tenants & Landlords Can Work Together to Reduce Energy Consumption!
How Tenants & Landlords Can Work Together to Reduce Energy Consumption!Memoori
 
How Can Smart Building Technology Become Mainstream?
How Can Smart Building Technology Become Mainstream?How Can Smart Building Technology Become Mainstream?
How Can Smart Building Technology Become Mainstream?Memoori
 
The Carbon Lifestyle - Not a Fad
The Carbon Lifestyle - Not a FadThe Carbon Lifestyle - Not a Fad
The Carbon Lifestyle - Not a FadMemoori
 
Hybrid Work: Driving the Workplace Tech Market!
Hybrid Work: Driving the Workplace Tech Market!Hybrid Work: Driving the Workplace Tech Market!
Hybrid Work: Driving the Workplace Tech Market!Memoori
 
AI IoT Edge Applications Insights and Trends
AI IoT Edge Applications Insights and TrendsAI IoT Edge Applications Insights and Trends
AI IoT Edge Applications Insights and TrendsMemoori
 
What Building Owners Need to Know About Cyber Security Insurance!
What Building Owners Need to Know About Cyber Security Insurance!What Building Owners Need to Know About Cyber Security Insurance!
What Building Owners Need to Know About Cyber Security Insurance!Memoori
 
3 Step Guide to Your Holistic Building Experience Journey
3 Step Guide to Your Holistic Building Experience Journey3 Step Guide to Your Holistic Building Experience Journey
3 Step Guide to Your Holistic Building Experience JourneyMemoori
 
The Developers Smart Building Project Canvas
The Developers Smart Building Project CanvasThe Developers Smart Building Project Canvas
The Developers Smart Building Project CanvasMemoori
 
Smart, Connected Restrooms. A Cornerstone of Today's Smart Healthy Buildings
Smart, Connected Restrooms. A Cornerstone of Today's Smart Healthy BuildingsSmart, Connected Restrooms. A Cornerstone of Today's Smart Healthy Buildings
Smart, Connected Restrooms. A Cornerstone of Today's Smart Healthy BuildingsMemoori
 
Using Software Robots to Unlock Energy Efficiency in Aging Buildings
Using Software Robots to Unlock Energy Efficiency in Aging BuildingsUsing Software Robots to Unlock Energy Efficiency in Aging Buildings
Using Software Robots to Unlock Energy Efficiency in Aging BuildingsMemoori
 
The Case for an Open IoT ‘Data Fabric’ for Smart Buildings Integration
The Case for an Open IoT ‘Data Fabric’ for Smart Buildings IntegrationThe Case for an Open IoT ‘Data Fabric’ for Smart Buildings Integration
The Case for an Open IoT ‘Data Fabric’ for Smart Buildings IntegrationMemoori
 
Why Should I Adopt a Digital Twin?
Why Should I Adopt a Digital Twin?Why Should I Adopt a Digital Twin?
Why Should I Adopt a Digital Twin?Memoori
 
Tagging with AI to Enable Data-Driven Smart Building Applications at Scale!
Tagging with AI to Enable Data-Driven Smart Building Applications at Scale!Tagging with AI to Enable Data-Driven Smart Building Applications at Scale!
Tagging with AI to Enable Data-Driven Smart Building Applications at Scale!Memoori
 
Project Haystack - 10 Years of Bringing Data Semantics to the Built Environment!
Project Haystack - 10 Years of Bringing Data Semantics to the Built Environment!Project Haystack - 10 Years of Bringing Data Semantics to the Built Environment!
Project Haystack - 10 Years of Bringing Data Semantics to the Built Environment!Memoori
 

More from Memoori (20)

State of the Smart Building Startup Landscape 2024!
State of the Smart Building Startup Landscape 2024!State of the Smart Building Startup Landscape 2024!
State of the Smart Building Startup Landscape 2024!
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
Laying the Data Foundations for Artificial Intelligence!
Laying the Data Foundations for Artificial Intelligence!Laying the Data Foundations for Artificial Intelligence!
Laying the Data Foundations for Artificial Intelligence!
 
The Market for AI in Commercial Buildings 2024.pdf
The Market for AI in Commercial Buildings 2024.pdfThe Market for AI in Commercial Buildings 2024.pdf
The Market for AI in Commercial Buildings 2024.pdf
 
A BluePrint for the Future of Smart Building Retrofits
A BluePrint for the Future of Smart Building RetrofitsA BluePrint for the Future of Smart Building Retrofits
A BluePrint for the Future of Smart Building Retrofits
 
AI + Memoori = AIM
AI + Memoori = AIMAI + Memoori = AIM
AI + Memoori = AIM
 
How Tenants & Landlords Can Work Together to Reduce Energy Consumption!
How Tenants & Landlords Can Work Together to Reduce Energy Consumption!How Tenants & Landlords Can Work Together to Reduce Energy Consumption!
How Tenants & Landlords Can Work Together to Reduce Energy Consumption!
 
How Can Smart Building Technology Become Mainstream?
How Can Smart Building Technology Become Mainstream?How Can Smart Building Technology Become Mainstream?
How Can Smart Building Technology Become Mainstream?
 
The Carbon Lifestyle - Not a Fad
The Carbon Lifestyle - Not a FadThe Carbon Lifestyle - Not a Fad
The Carbon Lifestyle - Not a Fad
 
Hybrid Work: Driving the Workplace Tech Market!
Hybrid Work: Driving the Workplace Tech Market!Hybrid Work: Driving the Workplace Tech Market!
Hybrid Work: Driving the Workplace Tech Market!
 
AI IoT Edge Applications Insights and Trends
AI IoT Edge Applications Insights and TrendsAI IoT Edge Applications Insights and Trends
AI IoT Edge Applications Insights and Trends
 
What Building Owners Need to Know About Cyber Security Insurance!
What Building Owners Need to Know About Cyber Security Insurance!What Building Owners Need to Know About Cyber Security Insurance!
What Building Owners Need to Know About Cyber Security Insurance!
 
3 Step Guide to Your Holistic Building Experience Journey
3 Step Guide to Your Holistic Building Experience Journey3 Step Guide to Your Holistic Building Experience Journey
3 Step Guide to Your Holistic Building Experience Journey
 
The Developers Smart Building Project Canvas
The Developers Smart Building Project CanvasThe Developers Smart Building Project Canvas
The Developers Smart Building Project Canvas
 
Smart, Connected Restrooms. A Cornerstone of Today's Smart Healthy Buildings
Smart, Connected Restrooms. A Cornerstone of Today's Smart Healthy BuildingsSmart, Connected Restrooms. A Cornerstone of Today's Smart Healthy Buildings
Smart, Connected Restrooms. A Cornerstone of Today's Smart Healthy Buildings
 
Using Software Robots to Unlock Energy Efficiency in Aging Buildings
Using Software Robots to Unlock Energy Efficiency in Aging BuildingsUsing Software Robots to Unlock Energy Efficiency in Aging Buildings
Using Software Robots to Unlock Energy Efficiency in Aging Buildings
 
The Case for an Open IoT ‘Data Fabric’ for Smart Buildings Integration
The Case for an Open IoT ‘Data Fabric’ for Smart Buildings IntegrationThe Case for an Open IoT ‘Data Fabric’ for Smart Buildings Integration
The Case for an Open IoT ‘Data Fabric’ for Smart Buildings Integration
 
Why Should I Adopt a Digital Twin?
Why Should I Adopt a Digital Twin?Why Should I Adopt a Digital Twin?
Why Should I Adopt a Digital Twin?
 
Tagging with AI to Enable Data-Driven Smart Building Applications at Scale!
Tagging with AI to Enable Data-Driven Smart Building Applications at Scale!Tagging with AI to Enable Data-Driven Smart Building Applications at Scale!
Tagging with AI to Enable Data-Driven Smart Building Applications at Scale!
 
Project Haystack - 10 Years of Bringing Data Semantics to the Built Environment!
Project Haystack - 10 Years of Bringing Data Semantics to the Built Environment!Project Haystack - 10 Years of Bringing Data Semantics to the Built Environment!
Project Haystack - 10 Years of Bringing Data Semantics to the Built Environment!
 

Recently uploaded

ASRock Industrial FDO Solutions in Action for Industrial Edge AI _ Kenny at A...
ASRock Industrial FDO Solutions in Action for Industrial Edge AI _ Kenny at A...ASRock Industrial FDO Solutions in Action for Industrial Edge AI _ Kenny at A...
ASRock Industrial FDO Solutions in Action for Industrial Edge AI _ Kenny at A...FIDO Alliance
 
Demystifying gRPC in .Net by John Staveley
Demystifying gRPC in .Net by John StaveleyDemystifying gRPC in .Net by John Staveley
Demystifying gRPC in .Net by John StaveleyJohn Staveley
 
WebAssembly is Key to Better LLM Performance
WebAssembly is Key to Better LLM PerformanceWebAssembly is Key to Better LLM Performance
WebAssembly is Key to Better LLM PerformanceSamy Fodil
 
Extensible Python: Robustness through Addition - PyCon 2024
Extensible Python: Robustness through Addition - PyCon 2024Extensible Python: Robustness through Addition - PyCon 2024
Extensible Python: Robustness through Addition - PyCon 2024Patrick Viafore
 
How we scaled to 80K users by doing nothing!.pdf
How we scaled to 80K users by doing nothing!.pdfHow we scaled to 80K users by doing nothing!.pdf
How we scaled to 80K users by doing nothing!.pdfSrushith Repakula
 
Designing for Hardware Accessibility at Comcast
Designing for Hardware Accessibility at ComcastDesigning for Hardware Accessibility at Comcast
Designing for Hardware Accessibility at ComcastUXDXConf
 
What's New in Teams Calling, Meetings and Devices April 2024
What's New in Teams Calling, Meetings and Devices April 2024What's New in Teams Calling, Meetings and Devices April 2024
What's New in Teams Calling, Meetings and Devices April 2024Stephanie Beckett
 
Structuring Teams and Portfolios for Success
Structuring Teams and Portfolios for SuccessStructuring Teams and Portfolios for Success
Structuring Teams and Portfolios for SuccessUXDXConf
 
WSO2CONMay2024OpenSourceConferenceDebrief.pptx
WSO2CONMay2024OpenSourceConferenceDebrief.pptxWSO2CONMay2024OpenSourceConferenceDebrief.pptx
WSO2CONMay2024OpenSourceConferenceDebrief.pptxJennifer Lim
 
Introduction to FDO and How It works Applications _ Richard at FIDO Alliance.pdf
Introduction to FDO and How It works Applications _ Richard at FIDO Alliance.pdfIntroduction to FDO and How It works Applications _ Richard at FIDO Alliance.pdf
Introduction to FDO and How It works Applications _ Richard at FIDO Alliance.pdfFIDO Alliance
 
ECS 2024 Teams Premium - Pretty Secure
ECS 2024   Teams Premium - Pretty SecureECS 2024   Teams Premium - Pretty Secure
ECS 2024 Teams Premium - Pretty SecureFemke de Vroome
 
FDO for Camera, Sensor and Networking Device – Commercial Solutions from VinC...
FDO for Camera, Sensor and Networking Device – Commercial Solutions from VinC...FDO for Camera, Sensor and Networking Device – Commercial Solutions from VinC...
FDO for Camera, Sensor and Networking Device – Commercial Solutions from VinC...FIDO Alliance
 
The Value of Certifying Products for FDO _ Paul at FIDO Alliance.pdf
The Value of Certifying Products for FDO _ Paul at FIDO Alliance.pdfThe Value of Certifying Products for FDO _ Paul at FIDO Alliance.pdf
The Value of Certifying Products for FDO _ Paul at FIDO Alliance.pdfFIDO Alliance
 
Enterprise Knowledge Graphs - Data Summit 2024
Enterprise Knowledge Graphs - Data Summit 2024Enterprise Knowledge Graphs - Data Summit 2024
Enterprise Knowledge Graphs - Data Summit 2024Enterprise Knowledge
 
10 Differences between Sales Cloud and CPQ, Blanka Doktorová
10 Differences between Sales Cloud and CPQ, Blanka Doktorová10 Differences between Sales Cloud and CPQ, Blanka Doktorová
10 Differences between Sales Cloud and CPQ, Blanka DoktorováCzechDreamin
 
Unpacking Value Delivery - Agile Oxford Meetup - May 2024.pptx
Unpacking Value Delivery - Agile Oxford Meetup - May 2024.pptxUnpacking Value Delivery - Agile Oxford Meetup - May 2024.pptx
Unpacking Value Delivery - Agile Oxford Meetup - May 2024.pptxDavid Michel
 
The Metaverse: Are We There Yet?
The  Metaverse:    Are   We  There  Yet?The  Metaverse:    Are   We  There  Yet?
The Metaverse: Are We There Yet?Mark Billinghurst
 
How Red Hat Uses FDO in Device Lifecycle _ Costin and Vitaliy at Red Hat.pdf
How Red Hat Uses FDO in Device Lifecycle _ Costin and Vitaliy at Red Hat.pdfHow Red Hat Uses FDO in Device Lifecycle _ Costin and Vitaliy at Red Hat.pdf
How Red Hat Uses FDO in Device Lifecycle _ Costin and Vitaliy at Red Hat.pdfFIDO Alliance
 
PLAI - Acceleration Program for Generative A.I. Startups
PLAI - Acceleration Program for Generative A.I. StartupsPLAI - Acceleration Program for Generative A.I. Startups
PLAI - Acceleration Program for Generative A.I. StartupsStefano
 
Secure Zero Touch enabled Edge compute with Dell NativeEdge via FDO _ Brad at...
Secure Zero Touch enabled Edge compute with Dell NativeEdge via FDO _ Brad at...Secure Zero Touch enabled Edge compute with Dell NativeEdge via FDO _ Brad at...
Secure Zero Touch enabled Edge compute with Dell NativeEdge via FDO _ Brad at...FIDO Alliance
 

Recently uploaded (20)

ASRock Industrial FDO Solutions in Action for Industrial Edge AI _ Kenny at A...
ASRock Industrial FDO Solutions in Action for Industrial Edge AI _ Kenny at A...ASRock Industrial FDO Solutions in Action for Industrial Edge AI _ Kenny at A...
ASRock Industrial FDO Solutions in Action for Industrial Edge AI _ Kenny at A...
 
Demystifying gRPC in .Net by John Staveley
Demystifying gRPC in .Net by John StaveleyDemystifying gRPC in .Net by John Staveley
Demystifying gRPC in .Net by John Staveley
 
WebAssembly is Key to Better LLM Performance
WebAssembly is Key to Better LLM PerformanceWebAssembly is Key to Better LLM Performance
WebAssembly is Key to Better LLM Performance
 
Extensible Python: Robustness through Addition - PyCon 2024
Extensible Python: Robustness through Addition - PyCon 2024Extensible Python: Robustness through Addition - PyCon 2024
Extensible Python: Robustness through Addition - PyCon 2024
 
How we scaled to 80K users by doing nothing!.pdf
How we scaled to 80K users by doing nothing!.pdfHow we scaled to 80K users by doing nothing!.pdf
How we scaled to 80K users by doing nothing!.pdf
 
Designing for Hardware Accessibility at Comcast
Designing for Hardware Accessibility at ComcastDesigning for Hardware Accessibility at Comcast
Designing for Hardware Accessibility at Comcast
 
What's New in Teams Calling, Meetings and Devices April 2024
What's New in Teams Calling, Meetings and Devices April 2024What's New in Teams Calling, Meetings and Devices April 2024
What's New in Teams Calling, Meetings and Devices April 2024
 
Structuring Teams and Portfolios for Success
Structuring Teams and Portfolios for SuccessStructuring Teams and Portfolios for Success
Structuring Teams and Portfolios for Success
 
WSO2CONMay2024OpenSourceConferenceDebrief.pptx
WSO2CONMay2024OpenSourceConferenceDebrief.pptxWSO2CONMay2024OpenSourceConferenceDebrief.pptx
WSO2CONMay2024OpenSourceConferenceDebrief.pptx
 
Introduction to FDO and How It works Applications _ Richard at FIDO Alliance.pdf
Introduction to FDO and How It works Applications _ Richard at FIDO Alliance.pdfIntroduction to FDO and How It works Applications _ Richard at FIDO Alliance.pdf
Introduction to FDO and How It works Applications _ Richard at FIDO Alliance.pdf
 
ECS 2024 Teams Premium - Pretty Secure
ECS 2024   Teams Premium - Pretty SecureECS 2024   Teams Premium - Pretty Secure
ECS 2024 Teams Premium - Pretty Secure
 
FDO for Camera, Sensor and Networking Device – Commercial Solutions from VinC...
FDO for Camera, Sensor and Networking Device – Commercial Solutions from VinC...FDO for Camera, Sensor and Networking Device – Commercial Solutions from VinC...
FDO for Camera, Sensor and Networking Device – Commercial Solutions from VinC...
 
The Value of Certifying Products for FDO _ Paul at FIDO Alliance.pdf
The Value of Certifying Products for FDO _ Paul at FIDO Alliance.pdfThe Value of Certifying Products for FDO _ Paul at FIDO Alliance.pdf
The Value of Certifying Products for FDO _ Paul at FIDO Alliance.pdf
 
Enterprise Knowledge Graphs - Data Summit 2024
Enterprise Knowledge Graphs - Data Summit 2024Enterprise Knowledge Graphs - Data Summit 2024
Enterprise Knowledge Graphs - Data Summit 2024
 
10 Differences between Sales Cloud and CPQ, Blanka Doktorová
10 Differences between Sales Cloud and CPQ, Blanka Doktorová10 Differences between Sales Cloud and CPQ, Blanka Doktorová
10 Differences between Sales Cloud and CPQ, Blanka Doktorová
 
Unpacking Value Delivery - Agile Oxford Meetup - May 2024.pptx
Unpacking Value Delivery - Agile Oxford Meetup - May 2024.pptxUnpacking Value Delivery - Agile Oxford Meetup - May 2024.pptx
Unpacking Value Delivery - Agile Oxford Meetup - May 2024.pptx
 
The Metaverse: Are We There Yet?
The  Metaverse:    Are   We  There  Yet?The  Metaverse:    Are   We  There  Yet?
The Metaverse: Are We There Yet?
 
How Red Hat Uses FDO in Device Lifecycle _ Costin and Vitaliy at Red Hat.pdf
How Red Hat Uses FDO in Device Lifecycle _ Costin and Vitaliy at Red Hat.pdfHow Red Hat Uses FDO in Device Lifecycle _ Costin and Vitaliy at Red Hat.pdf
How Red Hat Uses FDO in Device Lifecycle _ Costin and Vitaliy at Red Hat.pdf
 
PLAI - Acceleration Program for Generative A.I. Startups
PLAI - Acceleration Program for Generative A.I. StartupsPLAI - Acceleration Program for Generative A.I. Startups
PLAI - Acceleration Program for Generative A.I. Startups
 
Secure Zero Touch enabled Edge compute with Dell NativeEdge via FDO _ Brad at...
Secure Zero Touch enabled Edge compute with Dell NativeEdge via FDO _ Brad at...Secure Zero Touch enabled Edge compute with Dell NativeEdge via FDO _ Brad at...
Secure Zero Touch enabled Edge compute with Dell NativeEdge via FDO _ Brad at...
 

Simplifying Building Automation: Leveraging Semantic Tagging with a New Breed of Software

  • 1. a webinar Leveraging Semantic Tagging with a New Breed of Software for Smart Buildings Chris Irwin - Project Haystack Executive Envoy for Europe also - VP Sales EMEA & Asia + VP Global Marketing for J2 Innovations
  • 2. a webinar The Evolving Data Problem in Buildings • Buildings becoming more complex • More applications = more devices = more data • Barrier to effective data use is the diversity of systems, data types, formats etc. • Much of recorded data is “locked” on hard drives • Not being effectively “mined” for value
  • 3. a webinar The Challenge of Data Management • Remembering abbreviations and coded labelling is natural for us, - but not for computers • It’s personal, so each develop a different syntax • Names can’t do the job The result - • Most data produced by devices & equipment is poorly defined as to what the data means
  • 4. a webinar The Challenge of Data Management • No standardised approach to adding semantic data (metadata) to device data • Manual, labour-intensive processes are required to add semantic definitions to data before analysis, presentation and other value creation can begin • This is a barrier to effective & efficient use of device data – adds cost and slows the use of data
  • 5. a webinar The data paradox On the one hand, data seems to be everywhere, in every system ready for the “picking” However, although everyone is asking for data, sometimes it is without understanding it, or how and where it should be applied, or how it affects workflow and business operations There’s the joke that goes…. “80% of data management is about organising the data, and 20% is complaining about having to organise it.”
  • 6. a webinar Defining a standard approach - Unifying Data • Data that matters • Quality & integrity • Tagging & Modelling • Governance • Portability • Consistency • Best practice • Understanding • Normalisation • Socialisation • Management • Uniformity • Interoperability • Exchange www.datafoundation.org Many factors to consider in a unified data standard – according to the Data Foundation
  • 7. a webinar How Tagging Simplifies Building Automation Benefits of adding metadata: • Applications can quickly find and interpret data • Disparate systems can share data automatically • Automatic generation of relevant information for management – operations, energy, etc. • Eliminates a lot of manual work – reduces cost to gain value from the data • Unlock the data
  • 8. a webinar The Goal – making data from diverse systems easy to work with marketing.project-haystack.org project-haystack.dev project-haystack.org/forum/topic/687
  • 9. a webinar Project Haystack is… • a community of people working to address the need for a standard “semantic modelling” method for device data • worldwide community • open source – no cost to use • proven and deployed in tens of thousands of facilities
  • 10. a webinar Value Creation Tagging : • Creates new opportunities for value creation for owner/operators, facilities managers integrators, and OEMs • Ensures multiple users are using same version of the organisation’s data • Systems and data sources are linked and well managed to ensure that any data used by the organisation is consistent & accurate • Safeguards that the right data gets to the right person at the right time
  • 11. a webinar Project Haystack provides… A standardised methodology for describing data that makes it easier and more cost effective to analyse, visualise, and derive value from our operational data So what is tagging really…… We can also think of it as a “MARK-UP LANGUAGE” for data…..
  • 12. a webinar Analogy: A mark-up language for device data • Why can I point my browser at your website and read what you published? • We didn’t pre-arrange for me to be able to interpret your website code • It only works because industry agreed on a mark-up language (HTML) • If you use HTML I can read the “data” on your website (text) • Haystack does the same thing for device data
  • 13. a webinar The Project Haystack homepage the way we see it The same page described in HTML
  • 14. a webinar Defining data and its context • Lets analyze this: zn3-wwfl4 = 21.2 • Hmmmm… what does this number represent? Deg C, F, KW, kPa??? • Need to know units. Let’s say it is DegC • Hmmmm… so it’s 21.2 DegC OK? • What is it? - Zone temp, Return air temp, Chilled water temp? Let’s say it’s a Zone • Ok, so what is the schedule for that space? Schedule #1 = 7:30 AM - 6:30 PM • What AHU is it served by? AHU-1 • What FCU serves it? FCU-27 • How can I convey these answers in a standard way that other software can interpret?
  • 15. a webinar Standardising the metadata – 3 types Defining data and its context
  • 16. a webinar But Project Haystack is more than just about tagging… • 1st – a standard methodology for defining and representing device metadata (descriptive data) – a specification on how to do it • 2nd – Standard vocabulary (tag sets), taxonomies (equipment models) developed by consensus of the community • 3rd – Software Tools • REST API to easily exchange Haystack tagged data among applications • Reference implementations: Java, node.js, Dart, Python, C++ others • Plug-ins to enable various systems to “speak” Haystack • Tools to streamline the tagging process • 4th – Ongoing effort by Working Groups to develop tagging models, extend the standard, working with other standards groups, and educating the market
  • 17. a webinar The Pay-off – what it enables • Applications that just work! • Example: equipment graphics that auto-generate just by reading the metadata associated with points • Control logic can ”find” all similar devices it should be applied to (think of room controls or FCUs) • Easier integration among software applications • apps can understand and consume data without human interaction to “map” data • A new generation of engineering tools to streamline project implementation tasks
  • 18. a webinar Haystack – adoption and support • Used in systems and software deployed in tens of thousands of buildings to model hundreds of thousands of devices • last count – well over 30K facilities! • Adoption by equipment manufacturers for next generation product – some on the market today • Intel joins Project Haystack as a Board Member (March 2017) • Many systems integrators trained and using Haystack in projects every day • Over 1,600 registered users on Project Haystack Forum • CABA White Paper March 2016
  • 19. a webinar Project Haystack – our members
  • 20. a webinar BACnet Collaboration with Haystack ASHRAE Standard 223P: "Designation and Classification of Semantic Tags for Building Data” provides a dictionary of semantic tags for descriptive tagging of building data including building automation and control data along with associated systems
  • 21. a webinar Evolution of data management
  • 22. a webinar Project Haystack v4 – in beta (at public review stage since March 2019) https://project-haystack.dev/
  • 23. a webinar Project Haystack v4 – What’s new? • Naming • Classification • Relationships
  • 24. a webinar Project Haystack v4 – What’s new? • Naming VFDs Energy Zones AHUs VAVs Unitary Equips Chillers Boilers Tanks Electrical Panels Networks Lighting Libraries Security
  • 25. a webinar lib:: IoT Naming – Libraries needed to identify different meanings hot lib:: food hot
  • 26. a webinar Project Haystack v4 – What’s new? • Classification
  • 28. a webinar English is our enemy hot-water = hot + water site-meter = site + meter hot-water = hot + water site-meter = site + meter X siteMeter
  • 29. a webinar Project Haystack v4 – What’s new? • Naming • Classification • Relationships
  • 30. a webinar Project Haystack v4 – What’s new? • Naming • Classification • Relationships = Vocabulary = Taxonomy = Ontology
  • 31. a webinar Why does any of this matter? • Data portability & abstraction • Reduce commissioning errors • Powerful data queries • Intelligent rules, moving to AI • Intuitive configuration tools & UI software
  • 32. a webinar Haystack – key take-aways • Deployed, working, proven in THOUSANDS of applications • Open source, community-driven, ZERO cost to access documentation and use • Extensible beyond community agreed equipment models – you can use Haystack methodology with your own tags/descriptors outside of standard group work on models
  • 33. a webinar Haystack – key take-aways (continued) • Lightweight – can be implemented in small devices, network level controllers, standard databases – also text files, & Excel worksheets • Human readable and machine readable • Accessible/understandable by real users – technicians and engineers that do systems integration • The standard, libraries and tools continue to advance through the efforts of a worldwide open source community
  • 34. a webinar Customer expectations are changing… and suppliers have to adopt accordingly 80% of customers want improved visualization of their data 69% of customers expect improved operations UX of customers demand mobile and location independent access to their data of customers expect new digital offerings 65% 50% Source: Customer Survey by Siemens
  • 35. New Digital Technologies Change the Requirements for Building Automation and IoT UX Design Intuitive engineering and operator workflows Data Mgmt. Intelligent data management and visualization Extensibility Continuous supply of new value adding Apps Cyber Security Security by design, continuously evolving Mobile First Ability to control buildings from any devices Openness & IoT Integrate any device, easy data supply via the IoT Apps a webinar
  • 36. a webinar “How can I keep up with Digital technology trends, while not loosing the focus on my business”
  • 37. a webinar Leading platform for building automation & IoT Open Framework to add your OEM Apps for your business needs With FIN Framework you can tackle new digital technologies and focus on your specific business needs Strong set of FIN Apps Focused on partnerships with successful OEMs Why… OEM Apps FIN Apps
  • 38.
  • 39. a webinar § FIN Framework - the most innovative framework for Building Automation and IoT One software, one app suite, one toolset - Runs on Edge*, Global, Server, Cloud* • State-of-the-art framework for building automation and IoT • One software for building management and building controls • Runs on Global, Server and Cloud • Operatable from desktop, tablet and mobile phone • Tagging based concept, utilizing the most modern standard Haystack Building Integration Framework Building Management Station Developer platform with open APIs * Edge and Cloud applications are in Alpha; Cloud application is IoT tunnel into local instance Controller Engine
  • 40. a webinar Overview on FIN Framework • Modular and flexible software framework for OEM development • Helps your next project get to market faster with lower development costs • Choose to buy and build any combination of FIN features to work with your hardware, software tools and apps • Latest technology with tagging and data modeling built-in • Support for the latest Haystack standard • Supports multiple open protocols
  • 41. a webinar With FIN Framework you can shape your own product 4 Step Design Process 1. OEM developers first need to decide which of FIN's many features they need to use 2. Then create the additional custom functionality required by the new product they create 3. Next, the hardware required needs to either be developed or, selected from existing available platforms 4. FIN Framework includes a full suite of connectors for the popular open standard protocols. We also provide a Connector framework for creation of custom connectors to your and 3rd party systems
  • 42. a webinar FIN Framework – Equipment Graphics Alarms City Center AHU-1 Graphic Summer School Point Graphics City Center Vav-03 • Magic Bubbles are context sensitive and automatically generate links to related applications • Navigation is more efficient and intuitive for users City Center AHU-1
  • 43. a webinar FIN Framework – Custom Graphics • Powerful tools and optimised wizards make creating graphics fast and easy • Flexible so you can create your own widgets and unique user experiences
  • 44. a webinar FIN Framework – Historian • Create ad hoc charts • Simple to create baselines, powerful roll-up feature • Export data simply
  • 45. a webinar FIN Framework – Control Logic • Simplicity of block programming – the power of line programming • Use any function library • Create one routine and it will run in control engine against many equipments; so faster more efficient, and much easier to roll-out changes
  • 46. a webinar FIN Framework – Dashboards Example dashboard from a real project • Full library of dashboard widgets, all fully configurable • Easy to create custom designs • Whole screen is customisable; flexible navigation • Easy data export roll-up and data aggregation because of tagging • Live weather, maps and video
  • 47. a webinar FIN Framework – Tagged Database • Powerful tool for creating tagged database • Haystack standard is built right into FIN • Add tags programmatically, leverage pay-offs in apps • Add histories, create relationships, and view points all-in-one app
  • 48. FIN 5 – Fast – templates and tagging Graphic s Control Logic Q&M Manuals OEM Apps Summary Use the template Put it into FIN Framework Get everything done in seconds a webinar
  • 49. a webinar FIN Framework 5.0 Peace of mind - highest level of cyber-security
  • 50. a webinar FIN Connectors 1 Please get in touch with sales team for more information about connectors listed and further integration possibilities
  • 51. a webinar A leading software framework for Building Automation and IoT • Founded in 2009 • Creator of the FIN Framework, released Version 5 to the market • Co-founder of the Haystack community • With more than 50k+ instances in more than 20 countries worldwide • 13 OEMs, 13+ distributors, 500+ trained system integrators, 3,500+ community members and actively growing every day
  • 52. a webinar Recently Acquired by Siemens Smart Infrastructure • Acquisition of leading software framework for building automation and IoT • California based company • Remains independent legal entity within Siemens Smart Infrastructure • Heavy expansion plan in place, beyond footprint in North America, moving into EMEA and Asia • Focus on OEM business
  • 53. a webinar Questions? Chris Irwin J2 Innovations chrisi@j2inn.com