Smartness to existing Buildings

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Design Report of the SMART2B system architecture

The technical requirements for the SMART2B devices platform services and user interfaces will be detailed in D13 Design Report for the SMART2B system architecture

FIWARE-based harmonization, data annotations and filtering/storage v2

FIWARE-based harmonization, data annotations and filtering/storage. It provides the works done in T3.1 and T3.2 for the first prototype at M12 and the final version at M30.

Certification Plan and Patent Application for selected SMART2B innovations

The results will be reported in this deliverable which will list the certifications SMART2B has applied to and obtained as well as recommendations on institutional guidelines that hamper/enable the implementation of SMART2B in the EU.

Transversal services framework v2

It reports the developments of the five subtasks of T4.2 for the first prototype at M14 and the final version at M30.

Periodic Digital Dissemination Activities Report v1

The foreseen webbased communication channels according to the dissemination plan from T81 will be active during the whole projects lifetime reporting any advances within a dedicated report at a periodic consolidated basis while being populated and supported by the visual and multimedia material developed in T82 A coherent and aggressive dissemination strategy will be designed for the web and social networks see T81 accompanied by the high outreach potential given by the social media platforms presence such as LinkedIn Facebook Twitter YouTube issued early in the project while maintained and evaluated periodically until its completion Moreover project newsletters and webpress releases with news and info project activities events and available outcomes

Data Management and System Failure Management Plan v2

To ensure system failure management as well as ethical requirements during the project, the task will include a Data Management and System Failure Management Plan in M6 and M24 in compliance with EC rules. This plan will cover the handling of data during and after the project lifetime, the rules for collecting, processing, using and generating data and the standards to be applied; and will state the base for partners’ participation in the “Pilot on Open Research Data in Horizon 2020”.

Project Management Plan

The Project Management Plan will clearly document the work breakdown structure task schedule lead partner related deliverables and dependencies

Periodic Stakeholder Engagement Report v2

Periodic Stakeholder Engagement Report reporting on T8.4

Definition of Business Models and Evaluation Framework v2

The outcome of T1.5, this deliverable includes an updated report detailing the validated business model.

Periodic Stakeholder Engagement Report v1

Periodic Stakeholder Engagement Report reporting on T84

User/Building Knowledge Extraction, AI4EU-based Algorithms and Orchestration

It describes the developments performed in T33 for the first prototype at M12 and the final version at M30

Progress Reports

Outcome of T92 ongoing for the entire duration of the project and assumes full control of all financial and administrative aspects of the project Interim Reports will be developed summarising the progress of the project These will be prepared internally by the WP Leaders in order to let the PC have a better view and control of the activities progress

Final Version and Report of Interactive Applications

The interactive user feedback system will be designed to be as easy to use as possible. The T5.2 results will be reported in a prototype version and a final version.

Dissemination and Communication Plan, including project identity

The plan will include concrete actions aimed to i engage stakeholders with the most appropriate information streams regarding the stakeholder analysis developed in WP1 and ii to propose a strategy and a timeline for the communication and dissemination activities and events to be organized and attended for the project duration The Plan includes actively the liaison with BRIDGE initiative and The Coalition for Energy Savings A monitoring framework using quantitative and qualitative measures will be developed to assess the impact of the awareness raising and dissemination campaign

Exploitation Plan v3

The outcome of T7.5 is the progressive release of the Exploitation Plan, which will reach its consolidated version (M36) building upon two intermediate release (M6, M24).

Platform APIs v2

It reports the APIs implemented in T3.3 for the first prototype at M13 and the final version at M30

Final Version and Report of Dashboards & User-Friendly Interfaces

A user-centric approach will be used during the development process to assure that users’ requirements are met. The T5.3 outcomes will be produced in a prototype version and a final version.

Data Management and System Failure Management Plan

To ensure system failure management as well as ethical requirements during the project the task will include a Data Management and System Failure Management Plan in M6 and M24 in compliance with EC rules This plan will cover the handling of data during and after the project lifetime the rules for collecting processing using and generating data and the standards to be applied and will state the base for partners participation in the Pilot on Open Research Data in Horizon 2020

Periodic Digital Dissemination Activities Report v3

The foreseen web-based communication channels, according to the dissemination plan from T8.1, will be active during the whole project’s lifetime, reporting any advances within a dedicated report at a periodic consolidated basis while being populated and supported by the visual and multimedia material developed in T8.2. A coherent and aggressive dissemination strategy will be designed for the web and social networks (see T8.1), accompanied by the high outreach potential given by the social media platforms presence such as LinkedIn, Facebook, Twitter, YouTube issued early in the project while maintained and evaluated periodically until its completion. Moreover, project newsletters and web-press releases; with news and info project activities, events and available outcomes.

Report on Interactive Applications Design

A final report will be produced detailing the design of the SMART2B interactive application serving as the input for the developments in T52 T54

Final Version of onboard intelligence algorithm libraries and report

The output of T2.3 will be the prototype and functional documentation as well as final version of the onboard intelligence algorithm libraries.

Stakeholder Framework

Stakeholder framework of actors and roles upon which the SMART2B services WP4 and user interfaces WP5 will be developed output of T11

Definition of Business Models and Evaluation Framework

The outcome of T15 this deliverable will be an initial report including the business case

Project Web and Social Media Presence

The website will provide public information on SMART2B of upcoming events organised or attended by SMART2B partners social media integration to actively share content with a larger audience and an internal repository of material on the website for all the partners to access The foreseen webbased communication channels according to the dissemination plan from T81 will be active during the whole projects lifetime

Multi-criteria and multi-level asset management services v2

It provides the works done in the four subtasks of T4.1 for the first prototype at M14 and the final version at M30.

Description of the Use Cases

The output of T141 this deliverable will comprise the refined set of operational use cases and the designed stakeholder survey

Functional Requirements of the Smart Performance Assessment & Advisor

The output of T12 a report comprising the functional requirements for the Smart Performance Assessment Advisor developed in T42 and T43

Security & Privacy Cross-Layer v2

It describes the developments performed in T3.3 for the first prototype at M13 and the final version at M30.

Project Management Handbook

To ensure a proper implementation and quality performance of the project the Project Coordinator PC will set up a series of procedures and guidelines in a Project Management Handbook PMH This PMH will be aligned with the H2020 requirements and will include procedures for managing the Quality Innovation project Risks potential system failures Stakeholder management and engagement Gender issues presentation standards for deliverables and reports to the EC and quality assurance measures

Final Version of SMART2B devices and technical report

The outcomes of T2.1 comprise the prototypes of the novel IoT sensors and actuators to be validated in the demonstration phase in WP6 and a report detailing the technical features of the SMART2B devices as well as final versions of the SMART2B devices.

User/Building Knowledge Extraction, AI4EU-based Algorithms and Orchestration v2

It describes the developments performed in T3.3 for the first prototype at M12 and the final version at M30.

Evaluation and Validation Report of the Pilots

T6.7 will ensure that all relevant data from the pilots will be collected and analysed properly, ensuring data availability, compliance to GDPR and quality, and taking measures to mitigate possible problems during the demonstration regarding missing data. A final Pilot Evaluation and Validation Report will be prepared by EDP and made publicly available.

Exploitation Plan v2

The outcome of T7.5 is the progressive release of the Exploitation Plan, which will reach its consolidated version (M36) building upon two intermediate release (M6, M24).

Progress Reports v2

Outcome of T9.2, ongoing for the entire duration of the project and assumes full control of all financial and administrative aspects of the project. Interim Reports will be developed, summarising the progress of the project. These will be prepared internally by the WP Leaders in order to let the PC have a better view and control of the activities’ progress.

Exploitation Plan v1

The outcome of T75 is the progressive release of the Exploitation Plan which will reach its consolidated version M36 building upon two intermediate release M6 M24

Periodic Digital Dissemination Activities Report v2

SMART2B services integrated framework v2

It describes the integration of all services for the first prototype at M14 and the final version at M30.

Final Version for the integration of third-party gateways, smart home assistants and building management systems and technical report

The output of T2.4 will be described here that will be used by T3.1 for data harmonization in SMART2B platform.

Final Version of IoT gateways and technical report

The outcome of T2.2 includes the adapted IoT gateway prototypes and a technical report documenting the firmware and software modifications of the IoT gateways as well as the final version of the IoT gateways being validated by the demonstration activities.

Report on Cost/Benefit Assessments of the SMART2B concept

The T7.4 outputs will comprise a detailed report on the economic feasibility and costs/benefits of the SMART2B for all stakeholders defined in the stakeholder framework of T1.1.

Final Version and Report of Gamification component

The T5.4 results will be reported in a prototype version and a final version refined.

Smart Building Market Report

The results of T7.3 will be released in a public report and used to prepare the exploitation plan in T7.5.

Pilot Report including the operational results and data from pilots v2

From the joint pilot report which encompasses all the operational results and data from the pilots from T6.2 – T6.6, selected results to be shared in a public deliverable will be produced.

Project brochure, posters, roll-up, and infographics (final version)

Throughout the duration of SMART2B, several printed, electronic and audio-visual material including relevant infographics will be produced aiming at reaching a variety of stakeholders and the wider public. SMART2B’s visual identity will be developed at the beginning of the project (M3) to allow the production of promotion material such as project leaflet, project poster and roll up. Content input for the promotion material and dissemination will be provided by all the partners, while D1 will coordinate the creation, polishing, printing and production of promotion material. At least 3 promotional videos will be produced to effectively disseminate SMART2B activities and results. Moreover, project brochures, posters & pop up stands will be also designed and created within T8.2 to ensure SMART2B’s visibility into the researchers’ initiatives, as well as to get feedback on the various products developed.

Project brochure, posters, roll-up, and infographics (first version)

Throughout the duration of SMART2B several printed electronic and audiovisual material including relevant infographics will be produced aiming at reaching a variety of stakeholders and the wider public SMART2Bs visual identity will be developed at the beginning of the project M3 to allow the production of promotion material such as project leaflet project poster and roll up Content input for the promotion material and dissemination will be provided by all the partners while D1 will coordinate the creation polishing printing and production of promotion material At least 3 promotional videos will be produced to effectively disseminate SMART2B activities and results Moreover project brochures posters pop up stands will be also designed and created within T82 to ensure SMART2Bs visibility into the researchers initiatives as well as to get feedback on the various products developed Project brochure posters rollup and infographics first final version

Publications

Real-life data-driven model predictive control for building energy systems comparing different machine learning models

Author(s): Phillip Stoffel, Max Berktold, Dirk Müller
Published in: Energy and Buildings, Issue 305, 2024, Page(s) 113895, ISSN 0378-7788
Publisher: Elsevier BV
DOI: 10.1016/j.enbuild.2024.113895

Energy gamification: the development of a user interface tool to upgrade social experience and energy literacy.

Author(s): João Cravinho; Ricardo Lucas; Miguel Brito; Daniel P. Albuquerque; Uways Mithoowani; Nuno M. Mateus
Published in: Open Research Europe, Issue 1, 2022, ISSN 2732-5121
Publisher: F1000 Research Ltd.
DOI: 10.12688/openreseurope.15158.1

Identifying the validity domain of machine learning models in building energy systems

Author(s): Martin Rätz, Patrick Henkel, Phillip Stoffel, Rita Streblow, Dirk Müller
Published in: Energy and AI, Issue 15, 2023, Page(s) 100324, ISSN 2666-5468
Publisher: Oxford: Elsevier Ltd.
DOI: 10.1016/j.egyai.2023.100324

Evaluation of advanced control strategies for building energy systems

Author(s): Phillip Stoffel, Laura Maier, Alexander Kümpel, Thomas Schreiber, Dirk Müller
Published in: Energy and Buildings, Issue Volume 280, 1 February 2023, 112709, 2023, ISSN 0378-7788
Publisher: Elsevier BV
DOI: 10.1016/j.enbuild.2022.112709

Safe operation of online learning data driven model predictive control of building energy systems

Author(s): Phillip Stoffel, Patrick Henkel, Martin Rätz, Alexander Kümpel, Dirk Müller
Published in: Energy and AI, Issue 14, 2023, Page(s) 100296, ISSN 2666-5468
Publisher: Oxford: Elsevier Ltd.
DOI: 10.1016/j.egyai.2023.100296

Evaluating Reinforcement Learning Algorithms in Residential Energy Saving and Comfort Management

Author(s): Charalampos Rafail Lazaridis, Iakovos Michailidis, Georgios Karatzinis, Panagiotis Michailidis, Elias Kosmatopoulos
Published in: Energies, Issue 17, 2024, Page(s) 581, ISSN 1996-1073
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/en17030581

Ensuring Reliability in Smart Building IoT Operations Through Real-Time Holistic Data Treatment

Author(s): Aliki Stefanopoulou, Asimina Dimara, Iakovos Michailidis, Georgios Karatzinis, Alexios Papaioannou, Stelios Krinidis, Christos-Nikolaos Anagnostopoulos, Elias Kosmatopoulos, Dimosthenis Ioannidis & Dimitrios Tzovaras
Published in: IFIPAICT, 2023, ISBN 978-3-031-34170-0
Publisher: Springer, Cham
DOI: 10.1007/978-3-031-34171-7_16

Self-protection of IoT Gateways Against Breakdowns and Failures Enabling Automated Sensing and Control

Author(s): Alexios Papaioannou, Asimina Dimara, Iakovos Michailidis, Aliki Stefanopoulou, Georgios Karatzinis, Stelios Krinidis, Christos-Nikolaos Anagnostopoulos, Elias Kosmatopoulos, Dimosthenis Ioannidis & Dimitrios Tzovaras
Published in: IFIPAICT, 2023, ISBN 978-3-031-34170-0
Publisher: Springer, Cham
DOI: 10.1007/978-3-031-34171-7_18

Non-intrusive Diagnostics for Legacy Heat-Pump Performance Degradation

Author(s): Iakovos Michailidis, Georgios Vougiatzis, Aliki Stefanopoulou, Asimina Dimara, Christos D. Korkas, Stelios Krinidis, Elias B. Kosmatopoulos, Dimosthenis Ioannidis, Christos-Nikolaos Anagnostopoulos & Dimitrios Tzovaras
Published in: IFIPAICT, Issue 652, 2022
Publisher: Springer, Cham
DOI: 10.1007/978-3-031-08341-9_22

Performance Meta-analysis for Big-Data Univariate Auto-Imputation in the Building Sector

Author(s): Aliki Stefanopoulou, Iakovos Michailidis, Asimina Dimara, Stelios Krinidis, Elias B. Kosmatopoulos, Christos-Nikolaos Anagnostopoulos & Dimitrios Tzovaras
Published in: IFIPAICT, 2022, ISBN 978-3-031-08341-9
Publisher: Springer, Cham
DOI: 10.1007/978-3-031-08341-9_23

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Deliverables

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