SlideShare a Scribd company logo
1 of 19
Download to read offline
Working With the Mature
Residence – To Improve
Energy Management for
Residence in a Community
Apartment Complex in
Sweden
Marita Holst
Mari Runardotter
LTU-CDT
Main Focus for Pilot Case
 Generate data from a multi-residential building as input for the
Cassandra platform modelling capability.
 Implement two different energy efficiency programmes addressing
multi-residential building inhabitants by using the Cassandra platform
with decision makers and to evaluate the effect of such initiatives in a
real-life pilot setting.
 Evaluate the Cassandra platform usefulness and its prediction
capability from the view of The pilot user-group.
Page: 3
Setting of the Pilot Case 2 – North Sweden
Luleå
• January 1: Day 3h 33m, Night
20h 27m
• April 1: Day 13h 40m, Night 10h
20m
• July 1: Day 22h 15m, Night 1h
45m48m
• October 1: Day 11h 12m, Night
12h 48m
Setting of Pilot Case
Brf Senioren
– One Building
– Three entrances
– 33 apartments
– 43 people all 55+ in age
– 33 garages
– Library and common room (kitchen)
– Laundry room
– Cold storage room for food storage
Brf Senioren
• One contract with Luleå Energy (flex-el) all apartment owners share the
cost for the electricity consumption. For heating there is district heating. .
• The tenants have during the last years worked consciously with strategies
and activities for reduction of electricity consumption. (change of
equipment, extra isolation, energy-efficient washing machines, information
meetings where energy saving strategies have been discussed etcetera)
• Want to take one step further and understand what is really the energy
consumers in their building. Further to know consumption in each
apartment, which they don’t know today.
• Have a list of possible solutions, but want help in understanding, making
grounded decisions and to act.
Different Phases
• Baseline data.
• Feedback Program .
• Demand Respons Program.
• Questionnaires
• Workshops
• Interviews
Cassandra 1st Project Review 6Brussels, 11 Jan 2013
Technical set-up at
Brf Senioren
Cassandra Measurement
Setup:
• Measurement of all the
electricity usage in the
apartment building.
Individual measurement
in each apartment.
• The electricity is
measured once a
minute, minute values
are stored in a DB and
distributed to the
Cassandra platform
using an API.
Pilot results from baseline measurements
Pilot results from baseline measurements
Comparing Energy Consumption in Two Apartment.
Here peaks in usage comes at around 09:00,
13:00 and 21-22:00 during a day. For this
month the total consumption of energy was
104,8 kWh.
Peaks here come between 08:00-13:00 and
again from 18:30 and forward. These peaks are
very distributed and the only clear pattern is that
at approx. 11:00 the consumption is high and
again at 21:00. This apartment had a total
consumption of 425,8 kWh during the month.
Interactions with Tenants
• To create baseline understanding on
knowledge and interest in energy
saving as well as in what motivates
to changes in behaviour.
– Initial questionnaire, October 2012
– 3 Workshops, May/June 2013
(Involved 15 informants in total
(4+6+5))
– Individual Interviews (9 informants)
– Interview guides – open ended
questions
– Recorded – transcribed
Workshops at Senioren
• 3 workshops
• Theme ”Energy savings” (motivation to change and
save)
Type of questions:
– Tell us about your energy consumption today
– Thoughts on the energy debate
– Tips and ideas for energy saving
Results from the first interviews at Senioren
• 9 individual interviews
• Theme ”Information on Energy Savings / Energy
Consumption” (How to visualise energy consumption)
Type of Questions:
– Distinction between energy saving / energy
consumption
• Where do you find information on energy saving /
energy consumption
• Information content
– Dream on – i.e. How they would like it to be in the
future
Results…
• The tenants are very aware in Energy Saving Issues
– Have ideas and thoughts on how to save
– Have done this for a long time
– Being a house owner is a good school
• Main motivations are:
– Saving money
– Environmental reasons
– But, other motivators can also be identified
• Concerns
– Reasonable levels of saving
– Feelings of prohibitions
Results…
• Power
• Independence
• Status
• Social contact
• Honour
• Idealism
• Family
• Order
• Acceptancce
• Tranquility
Feedback Program at Senioren
Two screens with visualisation of energy
consumption
• One screen in common areas
showing five bars
– One bar for all apartments in each
entrance (three bars)
– One bar for all garages
– One bar for the common areas on
ground floor (library, kitchen, meeting
room etcetera)
• One screen in basement ”meeting
spot” showing four bars
– One bar for cold room
– One bar for laundry room
– One bar for the two handicraft rooms
– One bar for sauna (inkl lights) and gym
16
• Detailed data per apartment in
web portal.
– Access from own computer
– One small computer (windows)
connected to large screen in
meeting room making it possible
to enter the SABER web for
more detailed data information
• Each tenant have recieved a
login to view their own
consumption (apartment
level), and statistics for all
common areas
17
Feedback Program at
Senioren (cont)
Next Steps
– Offer the tenants individual ”consultancy” of their personal energy
consumption. analysing energy consumption patterns using the
Cassandra platform and SABER.
– A few workshops using the Cassandra platform. (with board)
• Will help decide on demand response programs to implement
in the fall as well as giving input to design of Cassandra
platfrom
– Formative usefulness evaluation activities with Cassandra
platform prototype will be used to influence the platform
functionality and to decide for further implementation priories.
(other stakeholders)
– Demand Respons Program implemented
– Follow-up workshops / interviews, dates to be decided
– 1-2 academic papers
18
Thank you!
Marita Holst
Marita.Holst@ltu.se
Mari Rundardotter
Mari.Runardotter@ltu.se
19

More Related Content

Similar to 5. Marita Holst (LTU-CDT, Sweden) - Pilot Case 2: Working with a Mature Residence to Improve Energy Management for Residence

First CASSANDRA Webinar Presentation
First CASSANDRA Webinar PresentationFirst CASSANDRA Webinar Presentation
First CASSANDRA Webinar PresentationCassandra Project
 
First Cassandra Webinar Presentation
First Cassandra Webinar PresentationFirst Cassandra Webinar Presentation
First Cassandra Webinar PresentationSteve Baynes
 
Webinar 3.3_Specialist webinar for Mpms and large multi venue or activity orgs
Webinar 3.3_Specialist webinar for Mpms and large multi venue or activity orgsWebinar 3.3_Specialist webinar for Mpms and large multi venue or activity orgs
Webinar 3.3_Specialist webinar for Mpms and large multi venue or activity orgsJulie's Bicycle
 
enCOMPASS at GIoT 2017
enCOMPASS at GIoT 2017enCOMPASS at GIoT 2017
enCOMPASS at GIoT 2017encompassH2020
 
Smart Metering: A driver for creating energy efficiency for households. Smart...
Smart Metering: A driver for creating energy efficiency for households. Smart...Smart Metering: A driver for creating energy efficiency for households. Smart...
Smart Metering: A driver for creating energy efficiency for households. Smart...IEA DSM Implementing Agreement (IA)
 
Integrating Energy Efficiency into the Emerging Off-site modular Construction...
Integrating Energy Efficiency into the Emerging Off-site modular Construction...Integrating Energy Efficiency into the Emerging Off-site modular Construction...
Integrating Energy Efficiency into the Emerging Off-site modular Construction...Shanti Pless
 
Green needham sustainable communities
Green needham sustainable communitiesGreen needham sustainable communities
Green needham sustainable communitiesGreen Needham
 
Integrating Energy Efficiency into Advanced Manufacturing of Buildings
Integrating Energy Efficiency into Advanced Manufacturing of BuildingsIntegrating Energy Efficiency into Advanced Manufacturing of Buildings
Integrating Energy Efficiency into Advanced Manufacturing of BuildingsShanti Pless
 
Cassandra presentation
Cassandra presentationCassandra presentation
Cassandra presentationvilabs
 
Ian perry dutch smart metering forum
Ian perry   dutch smart metering forumIan perry   dutch smart metering forum
Ian perry dutch smart metering forumDutch Power
 
Module 2.2: How to use the IG Tools: Environmental Reporting for Creative…
Module 2.2: How to use the IG Tools: Environmental Reporting for Creative…Module 2.2: How to use the IG Tools: Environmental Reporting for Creative…
Module 2.2: How to use the IG Tools: Environmental Reporting for Creative…Julie's Bicycle
 
1. Pericles Mitkas (CERTH/ITI) - Welcome & Introduction to Cassandra Project
1. Pericles Mitkas (CERTH/ITI) - Welcome & Introduction to Cassandra Project1. Pericles Mitkas (CERTH/ITI) - Welcome & Introduction to Cassandra Project
1. Pericles Mitkas (CERTH/ITI) - Welcome & Introduction to Cassandra ProjectCassandra Project
 
COHEAT @ BEIS May 2017
COHEAT @ BEIS May 2017COHEAT @ BEIS May 2017
COHEAT @ BEIS May 2017Marko Cosic
 
Domestication of Small-Scale Renewable Energy System
Domestication of Small-Scale Renewable Energy SystemDomestication of Small-Scale Renewable Energy System
Domestication of Small-Scale Renewable Energy SystemJouni K. Juntunen
 
Webinar 3.1 - Small is beautiful: Specialised Reporting for Arts Council fund...
Webinar 3.1 - Small is beautiful: Specialised Reporting for Arts Council fund...Webinar 3.1 - Small is beautiful: Specialised Reporting for Arts Council fund...
Webinar 3.1 - Small is beautiful: Specialised Reporting for Arts Council fund...Julie's Bicycle
 
How Utilities are Benefiting from Minnesota's New Energy Savings Platform
How Utilities are Benefiting from Minnesota's New Energy Savings PlatformHow Utilities are Benefiting from Minnesota's New Energy Savings Platform
How Utilities are Benefiting from Minnesota's New Energy Savings PlatformCenter for Energy and Environment
 
Prospering from the Energy Revolution: Six in Sixty - Data and Digitalisation
Prospering from the Energy Revolution: Six in Sixty - Data and DigitalisationProspering from the Energy Revolution: Six in Sixty - Data and Digitalisation
Prospering from the Energy Revolution: Six in Sixty - Data and DigitalisationKTN
 

Similar to 5. Marita Holst (LTU-CDT, Sweden) - Pilot Case 2: Working with a Mature Residence to Improve Energy Management for Residence (20)

First CASSANDRA Webinar Presentation
First CASSANDRA Webinar PresentationFirst CASSANDRA Webinar Presentation
First CASSANDRA Webinar Presentation
 
First Cassandra Webinar Presentation
First Cassandra Webinar PresentationFirst Cassandra Webinar Presentation
First Cassandra Webinar Presentation
 
European research experience and needs on smart metering
European research experience and needs on smart metering European research experience and needs on smart metering
European research experience and needs on smart metering
 
Webinar 3.3_Specialist webinar for Mpms and large multi venue or activity orgs
Webinar 3.3_Specialist webinar for Mpms and large multi venue or activity orgsWebinar 3.3_Specialist webinar for Mpms and large multi venue or activity orgs
Webinar 3.3_Specialist webinar for Mpms and large multi venue or activity orgs
 
enCOMPASS at GIoT 2017
enCOMPASS at GIoT 2017enCOMPASS at GIoT 2017
enCOMPASS at GIoT 2017
 
Smart Metering: A driver for creating energy efficiency for households. Smart...
Smart Metering: A driver for creating energy efficiency for households. Smart...Smart Metering: A driver for creating energy efficiency for households. Smart...
Smart Metering: A driver for creating energy efficiency for households. Smart...
 
Integrating Energy Efficiency into the Emerging Off-site modular Construction...
Integrating Energy Efficiency into the Emerging Off-site modular Construction...Integrating Energy Efficiency into the Emerging Off-site modular Construction...
Integrating Energy Efficiency into the Emerging Off-site modular Construction...
 
Energy Efficiency in Data Centers
Energy Efficiency in Data CentersEnergy Efficiency in Data Centers
Energy Efficiency in Data Centers
 
Green needham sustainable communities
Green needham sustainable communitiesGreen needham sustainable communities
Green needham sustainable communities
 
Integrating Energy Efficiency into Advanced Manufacturing of Buildings
Integrating Energy Efficiency into Advanced Manufacturing of BuildingsIntegrating Energy Efficiency into Advanced Manufacturing of Buildings
Integrating Energy Efficiency into Advanced Manufacturing of Buildings
 
Cassandra presentation
Cassandra presentationCassandra presentation
Cassandra presentation
 
Ian perry dutch smart metering forum
Ian perry   dutch smart metering forumIan perry   dutch smart metering forum
Ian perry dutch smart metering forum
 
VTT wind and solar innovation activities and offering, Matti Paljakka VTT
VTT wind and solar innovation activities and offering, Matti Paljakka VTTVTT wind and solar innovation activities and offering, Matti Paljakka VTT
VTT wind and solar innovation activities and offering, Matti Paljakka VTT
 
Module 2.2: How to use the IG Tools: Environmental Reporting for Creative…
Module 2.2: How to use the IG Tools: Environmental Reporting for Creative…Module 2.2: How to use the IG Tools: Environmental Reporting for Creative…
Module 2.2: How to use the IG Tools: Environmental Reporting for Creative…
 
1. Pericles Mitkas (CERTH/ITI) - Welcome & Introduction to Cassandra Project
1. Pericles Mitkas (CERTH/ITI) - Welcome & Introduction to Cassandra Project1. Pericles Mitkas (CERTH/ITI) - Welcome & Introduction to Cassandra Project
1. Pericles Mitkas (CERTH/ITI) - Welcome & Introduction to Cassandra Project
 
COHEAT @ BEIS May 2017
COHEAT @ BEIS May 2017COHEAT @ BEIS May 2017
COHEAT @ BEIS May 2017
 
Domestication of Small-Scale Renewable Energy System
Domestication of Small-Scale Renewable Energy SystemDomestication of Small-Scale Renewable Energy System
Domestication of Small-Scale Renewable Energy System
 
Webinar 3.1 - Small is beautiful: Specialised Reporting for Arts Council fund...
Webinar 3.1 - Small is beautiful: Specialised Reporting for Arts Council fund...Webinar 3.1 - Small is beautiful: Specialised Reporting for Arts Council fund...
Webinar 3.1 - Small is beautiful: Specialised Reporting for Arts Council fund...
 
How Utilities are Benefiting from Minnesota's New Energy Savings Platform
How Utilities are Benefiting from Minnesota's New Energy Savings PlatformHow Utilities are Benefiting from Minnesota's New Energy Savings Platform
How Utilities are Benefiting from Minnesota's New Energy Savings Platform
 
Prospering from the Energy Revolution: Six in Sixty - Data and Digitalisation
Prospering from the Energy Revolution: Six in Sixty - Data and DigitalisationProspering from the Energy Revolution: Six in Sixty - Data and Digitalisation
Prospering from the Energy Revolution: Six in Sixty - Data and Digitalisation
 

More from Cassandra Project

11. Jen-Yao Chung (IBM, USA) - An IT View of Smarter Cities
11. Jen-Yao Chung (IBM, USA) - An IT View of Smarter Cities11. Jen-Yao Chung (IBM, USA) - An IT View of Smarter Cities
11. Jen-Yao Chung (IBM, USA) - An IT View of Smarter CitiesCassandra Project
 
9. Pasi Hurri (BaseN) - Data Gathering for a Clean Energy Future
9. Pasi Hurri (BaseN) - Data Gathering for a Clean Energy Future9. Pasi Hurri (BaseN) - Data Gathering for a Clean Energy Future
9. Pasi Hurri (BaseN) - Data Gathering for a Clean Energy FutureCassandra Project
 
8. Jacob Udo-Udo Jacob (Covernance Energy) - Building Scenarios for Transform...
8. Jacob Udo-Udo Jacob (Covernance Energy) - Building Scenarios for Transform...8. Jacob Udo-Udo Jacob (Covernance Energy) - Building Scenarios for Transform...
8. Jacob Udo-Udo Jacob (Covernance Energy) - Building Scenarios for Transform...Cassandra Project
 
7. Jessica Stromback (VaasaETT) - Consumer Program Development in Europe Toda...
7. Jessica Stromback (VaasaETT) - Consumer Program Development in Europe Toda...7. Jessica Stromback (VaasaETT) - Consumer Program Development in Europe Toda...
7. Jessica Stromback (VaasaETT) - Consumer Program Development in Europe Toda...Cassandra Project
 
6. Anastasios Bakaoukas (COVUNI, UK) - Pilot Case 3: A Lighting Product Bench...
6. Anastasios Bakaoukas (COVUNI, UK) - Pilot Case 3: A Lighting Product Bench...6. Anastasios Bakaoukas (COVUNI, UK) - Pilot Case 3: A Lighting Product Bench...
6. Anastasios Bakaoukas (COVUNI, UK) - Pilot Case 3: A Lighting Product Bench...Cassandra Project
 
4. Luca Ferrarini (POLIMI, Italy) - Pilot Case 1: The Reality of Working with...
4. Luca Ferrarini (POLIMI, Italy) - Pilot Case 1: The Reality of Working with...4. Luca Ferrarini (POLIMI, Italy) - Pilot Case 1: The Reality of Working with...
4. Luca Ferrarini (POLIMI, Italy) - Pilot Case 1: The Reality of Working with...Cassandra Project
 
3. Christos Diou (CERTH/ITI) - Outline of the Platform’s Operation and Main F...
3. Christos Diou (CERTH/ITI) - Outline of the Platform’s Operation and Main F...3. Christos Diou (CERTH/ITI) - Outline of the Platform’s Operation and Main F...
3. Christos Diou (CERTH/ITI) - Outline of the Platform’s Operation and Main F...Cassandra Project
 
2. Dimitris Labridis (AUTH) - Presentation of the Theoretical Concepts and Mo...
2. Dimitris Labridis (AUTH) - Presentation of the Theoretical Concepts and Mo...2. Dimitris Labridis (AUTH) - Presentation of the Theoretical Concepts and Mo...
2. Dimitris Labridis (AUTH) - Presentation of the Theoretical Concepts and Mo...Cassandra Project
 
10. Cary Knapton (The OWL) - Building a Consumer Led Energy Ecosystem by “Con...
10. Cary Knapton (The OWL) - Building a Consumer Led Energy Ecosystem by “Con...10. Cary Knapton (The OWL) - Building a Consumer Led Energy Ecosystem by “Con...
10. Cary Knapton (The OWL) - Building a Consumer Led Energy Ecosystem by “Con...Cassandra Project
 
The Cassandra Platform - Christos Diou
The Cassandra Platform - Christos Diou The Cassandra Platform - Christos Diou
The Cassandra Platform - Christos Diou Cassandra Project
 

More from Cassandra Project (10)

11. Jen-Yao Chung (IBM, USA) - An IT View of Smarter Cities
11. Jen-Yao Chung (IBM, USA) - An IT View of Smarter Cities11. Jen-Yao Chung (IBM, USA) - An IT View of Smarter Cities
11. Jen-Yao Chung (IBM, USA) - An IT View of Smarter Cities
 
9. Pasi Hurri (BaseN) - Data Gathering for a Clean Energy Future
9. Pasi Hurri (BaseN) - Data Gathering for a Clean Energy Future9. Pasi Hurri (BaseN) - Data Gathering for a Clean Energy Future
9. Pasi Hurri (BaseN) - Data Gathering for a Clean Energy Future
 
8. Jacob Udo-Udo Jacob (Covernance Energy) - Building Scenarios for Transform...
8. Jacob Udo-Udo Jacob (Covernance Energy) - Building Scenarios for Transform...8. Jacob Udo-Udo Jacob (Covernance Energy) - Building Scenarios for Transform...
8. Jacob Udo-Udo Jacob (Covernance Energy) - Building Scenarios for Transform...
 
7. Jessica Stromback (VaasaETT) - Consumer Program Development in Europe Toda...
7. Jessica Stromback (VaasaETT) - Consumer Program Development in Europe Toda...7. Jessica Stromback (VaasaETT) - Consumer Program Development in Europe Toda...
7. Jessica Stromback (VaasaETT) - Consumer Program Development in Europe Toda...
 
6. Anastasios Bakaoukas (COVUNI, UK) - Pilot Case 3: A Lighting Product Bench...
6. Anastasios Bakaoukas (COVUNI, UK) - Pilot Case 3: A Lighting Product Bench...6. Anastasios Bakaoukas (COVUNI, UK) - Pilot Case 3: A Lighting Product Bench...
6. Anastasios Bakaoukas (COVUNI, UK) - Pilot Case 3: A Lighting Product Bench...
 
4. Luca Ferrarini (POLIMI, Italy) - Pilot Case 1: The Reality of Working with...
4. Luca Ferrarini (POLIMI, Italy) - Pilot Case 1: The Reality of Working with...4. Luca Ferrarini (POLIMI, Italy) - Pilot Case 1: The Reality of Working with...
4. Luca Ferrarini (POLIMI, Italy) - Pilot Case 1: The Reality of Working with...
 
3. Christos Diou (CERTH/ITI) - Outline of the Platform’s Operation and Main F...
3. Christos Diou (CERTH/ITI) - Outline of the Platform’s Operation and Main F...3. Christos Diou (CERTH/ITI) - Outline of the Platform’s Operation and Main F...
3. Christos Diou (CERTH/ITI) - Outline of the Platform’s Operation and Main F...
 
2. Dimitris Labridis (AUTH) - Presentation of the Theoretical Concepts and Mo...
2. Dimitris Labridis (AUTH) - Presentation of the Theoretical Concepts and Mo...2. Dimitris Labridis (AUTH) - Presentation of the Theoretical Concepts and Mo...
2. Dimitris Labridis (AUTH) - Presentation of the Theoretical Concepts and Mo...
 
10. Cary Knapton (The OWL) - Building a Consumer Led Energy Ecosystem by “Con...
10. Cary Knapton (The OWL) - Building a Consumer Led Energy Ecosystem by “Con...10. Cary Knapton (The OWL) - Building a Consumer Led Energy Ecosystem by “Con...
10. Cary Knapton (The OWL) - Building a Consumer Led Energy Ecosystem by “Con...
 
The Cassandra Platform - Christos Diou
The Cassandra Platform - Christos Diou The Cassandra Platform - Christos Diou
The Cassandra Platform - Christos Diou
 

Recently uploaded

Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostZilliz
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek SchlawackFwdays
 
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Wonjun Hwang
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsMiki Katsuragi
 
Story boards and shot lists for my a level piece
Story boards and shot lists for my a level pieceStory boards and shot lists for my a level piece
Story boards and shot lists for my a level piececharlottematthew16
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationSafe Software
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Mark Simos
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024Lorenzo Miniero
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticscarlostorres15106
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):comworks
 
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
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenHervé Boutemy
 
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLScyllaDB
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brandgvaughan
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebUiPathCommunity
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 3652toLead Limited
 

Recently uploaded (20)

Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
 
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering Tips
 
Story boards and shot lists for my a level piece
Story boards and shot lists for my a level pieceStory boards and shot lists for my a level piece
Story boards and shot lists for my a level piece
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
 
DMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special EditionDMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special Edition
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):
 
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
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache Maven
 
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQL
 
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxE-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brand
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio Web
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365
 

5. Marita Holst (LTU-CDT, Sweden) - Pilot Case 2: Working with a Mature Residence to Improve Energy Management for Residence

  • 1. Working With the Mature Residence – To Improve Energy Management for Residence in a Community Apartment Complex in Sweden Marita Holst Mari Runardotter LTU-CDT
  • 2. Main Focus for Pilot Case  Generate data from a multi-residential building as input for the Cassandra platform modelling capability.  Implement two different energy efficiency programmes addressing multi-residential building inhabitants by using the Cassandra platform with decision makers and to evaluate the effect of such initiatives in a real-life pilot setting.  Evaluate the Cassandra platform usefulness and its prediction capability from the view of The pilot user-group.
  • 3. Page: 3 Setting of the Pilot Case 2 – North Sweden Luleå • January 1: Day 3h 33m, Night 20h 27m • April 1: Day 13h 40m, Night 10h 20m • July 1: Day 22h 15m, Night 1h 45m48m • October 1: Day 11h 12m, Night 12h 48m
  • 4. Setting of Pilot Case Brf Senioren – One Building – Three entrances – 33 apartments – 43 people all 55+ in age – 33 garages – Library and common room (kitchen) – Laundry room – Cold storage room for food storage
  • 5. Brf Senioren • One contract with Luleå Energy (flex-el) all apartment owners share the cost for the electricity consumption. For heating there is district heating. . • The tenants have during the last years worked consciously with strategies and activities for reduction of electricity consumption. (change of equipment, extra isolation, energy-efficient washing machines, information meetings where energy saving strategies have been discussed etcetera) • Want to take one step further and understand what is really the energy consumers in their building. Further to know consumption in each apartment, which they don’t know today. • Have a list of possible solutions, but want help in understanding, making grounded decisions and to act.
  • 6. Different Phases • Baseline data. • Feedback Program . • Demand Respons Program. • Questionnaires • Workshops • Interviews Cassandra 1st Project Review 6Brussels, 11 Jan 2013
  • 7. Technical set-up at Brf Senioren Cassandra Measurement Setup: • Measurement of all the electricity usage in the apartment building. Individual measurement in each apartment. • The electricity is measured once a minute, minute values are stored in a DB and distributed to the Cassandra platform using an API.
  • 8. Pilot results from baseline measurements
  • 9. Pilot results from baseline measurements
  • 10. Comparing Energy Consumption in Two Apartment. Here peaks in usage comes at around 09:00, 13:00 and 21-22:00 during a day. For this month the total consumption of energy was 104,8 kWh. Peaks here come between 08:00-13:00 and again from 18:30 and forward. These peaks are very distributed and the only clear pattern is that at approx. 11:00 the consumption is high and again at 21:00. This apartment had a total consumption of 425,8 kWh during the month.
  • 11. Interactions with Tenants • To create baseline understanding on knowledge and interest in energy saving as well as in what motivates to changes in behaviour. – Initial questionnaire, October 2012 – 3 Workshops, May/June 2013 (Involved 15 informants in total (4+6+5)) – Individual Interviews (9 informants) – Interview guides – open ended questions – Recorded – transcribed
  • 12. Workshops at Senioren • 3 workshops • Theme ”Energy savings” (motivation to change and save) Type of questions: – Tell us about your energy consumption today – Thoughts on the energy debate – Tips and ideas for energy saving
  • 13. Results from the first interviews at Senioren • 9 individual interviews • Theme ”Information on Energy Savings / Energy Consumption” (How to visualise energy consumption) Type of Questions: – Distinction between energy saving / energy consumption • Where do you find information on energy saving / energy consumption • Information content – Dream on – i.e. How they would like it to be in the future
  • 14. Results… • The tenants are very aware in Energy Saving Issues – Have ideas and thoughts on how to save – Have done this for a long time – Being a house owner is a good school • Main motivations are: – Saving money – Environmental reasons – But, other motivators can also be identified • Concerns – Reasonable levels of saving – Feelings of prohibitions
  • 15. Results… • Power • Independence • Status • Social contact • Honour • Idealism • Family • Order • Acceptancce • Tranquility
  • 16. Feedback Program at Senioren Two screens with visualisation of energy consumption • One screen in common areas showing five bars – One bar for all apartments in each entrance (three bars) – One bar for all garages – One bar for the common areas on ground floor (library, kitchen, meeting room etcetera) • One screen in basement ”meeting spot” showing four bars – One bar for cold room – One bar for laundry room – One bar for the two handicraft rooms – One bar for sauna (inkl lights) and gym 16
  • 17. • Detailed data per apartment in web portal. – Access from own computer – One small computer (windows) connected to large screen in meeting room making it possible to enter the SABER web for more detailed data information • Each tenant have recieved a login to view their own consumption (apartment level), and statistics for all common areas 17 Feedback Program at Senioren (cont)
  • 18. Next Steps – Offer the tenants individual ”consultancy” of their personal energy consumption. analysing energy consumption patterns using the Cassandra platform and SABER. – A few workshops using the Cassandra platform. (with board) • Will help decide on demand response programs to implement in the fall as well as giving input to design of Cassandra platfrom – Formative usefulness evaluation activities with Cassandra platform prototype will be used to influence the platform functionality and to decide for further implementation priories. (other stakeholders) – Demand Respons Program implemented – Follow-up workshops / interviews, dates to be decided – 1-2 academic papers 18
  • 19. Thank you! Marita Holst Marita.Holst@ltu.se Mari Rundardotter Mari.Runardotter@ltu.se 19