DESIGN OF AN INNOVATIVE ENERGY-AWARE IT ECOSYSTEM FOR MOTIVATING BEHAVIOURAL CHANGES TOWARDS THE ADOPTION OF ENERGY EFFICIENT LIFESTYLES

Deliverables

Documents, reports (19)

Y1 Dissemination, Communications Activities Report

Report documenting the communication, dissemination, clustering and standardization activities of the project partners.

Description of the Energy-Aware Infrastructure Monitoring Parameters’ Data Model

This deliverable will describe the parameters and concepts that will be included within the Energy-Aware Infrastructure Monitoring Parameters’ Data Model designed in Task 2.1.

ENTROPY Pilots Target group Enrolment and Infrastructural Deployment

Report documenting the pilots’ organization, the enrolment of the identified target groups per pilot, the planning with regard to the installation of the sensors, the smart meters and the sensor networking, monitoring and management infrastructure in each one of the pilots.

Performance Evaluation and Lessons Learnt

Analysis of the feedback gained by the citizens and system engineers, through the evaluation protocol procedures, during the pilots execution and operation phase. In detail reporting of the experience during the operation of the various scenarios. Step-by-step cookbook and methodological guidelines for the facilitation of behavioural change of citizens.

Data Management Plan

First version of the Data Management Plan

Y2 Dissemination, Communications Activities Report

Report documenting the communication, dissemination, clustering and standardization activities of the project partners.

Description of Energy Use Data Patterns Recognition and Analytics Mechanisms

This deliverable will describe the mechanisms designed for recognizing specific patterns in energy consumption of buildings as well as the set of analytics algorithms supported for the extraction of advanced knowledge for end users.

ENTROPY Technical Requirements

Documentation of the clear and basic technical requirements that will guide the development of the IT components of ENTROPY.

Final Scientific Workshop Report and Interest Group Setup and Activities

Final report on Scientific Workshop

ENTROPY Reference Architecture

Documentation of the overall Reference Architecture describing the main components of ENTROPY, their functionalities and the defined communication interfaces.

Energy Efficient Technologies State-of-the-art Survey

D1.1 constitutes the outcome of Task 1.1 and documents in extent the State-of-the-Art in the fields of ENTROPY project.

Pilots, Performance Evaluation Methods and Acceptance Criteria

Description of the pilots to be implemented and evaluated in WP5, as well as to define a suitable set of performance metrics and acceptance criteria for the evaluation of the developed mechanisms within ENTROPY.

ENTROPY Energy Efficiency Requirements

Documentation of the clear and basic energy efficiency requirements that will guide the design of the business logic of the recommendation mechanisms, the gamification framework and the personalised applications of ENTROPY.

Y3 Dissemination, Communications Activities Report

Report documenting the communication, dissemination, clustering and standardization activities of the project partners.

Design of Wireless Sensor Networking and Data Fusion Mechanisms

This deliverable will analyse the wireless sensor networking deployment and management techniques as well as different data fusion mechanisms able to infer and generate rich knowledge about energy usage within buildings.

Initial Scientific Workshop Report and Cleanweb Solutions Interest Group Setup and Activities

Initial report on Scientific Workshop and Cleanweb Solutions Interest Group Setup and Activities

Description of the Citizens Environmental Friendly Behavioural Semantic Model

This deliverable will describe the parameters and concepts that will be included within the Citizens Environmental Friendly Behavioural Semantic Model designed in Task 3.1.

Description of Mobile Crowd Sensing Mechanisms

This deliverable will describe the mobile crowd sensing mechanisms designed for collection information directly from end users by exploiting the capabilities provided through the use of smart phones and the establishment of social networks.

Data Management Plan Implementation

Data Managament Plan final implementation

Demonstrators, pilots, prototypes (6)

Deployment of ENTROPY Personalised Mobile and Social Applications

Prototype and accompanying report of the ENTROPY Personalised Mobile and Social Applications.

Deployment of Energy Data Analytics Reporting and Visualisation Framework

Prototype and accompanying report of the Energy Data Analytics Reporting and Visualisation Framework.

Description and Deployment of the Gamification Framework

This deliverable will describe the gamification framework that will be developed within Task 3.3.

Deployment of ENTROPY Serious Games

Prototype and accompanying report of the ENTROPY Serious Games.

ENTROPY Platform Final Release

Prototype of the final release of the integrated ENTROPY Platform.

Description and Deployment of the Environmental Friendly Lifestyle Recommenders

This deliverable will describe the environmental friendly lifestyle recommenders that will be developed within Task 3.2.

Publications

Peer reviewed articles (12)

Providing Personalized Energy Management and Awareness Services for Energy Efficiency in Smart Buildings

Author(s): Eleni Fotopoulou, Anastasios Zafeiropoulos, Fernando Terroso-Sáenz, Umutcan Şimşek, Aurora González-Vidal, George Tsiolis, Panagiotis Gouvas, Paris Liapis, Anna Fensel, Antonio Skarmeta
Published in: Sensors, 17/9, 2017, Page(s) 2054, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s17092054

An open IoT platform for the management and analysis of energy data

Author(s): Fernando Terroso-Saenz, Aurora González-Vidal, Alfonso P. Ramallo-González, Antonio F. Skarmeta
Published in: Future Generation Computer Systems, 92, 2019, Page(s) 1066-1079, ISSN 0167-739X
Publisher: Elsevier BV
DOI: 10.1016/j.future.2017.08.046

Employee Profiles and Preferences towards Workplace Gamification for Energy Conservation

Author(s): Dimosthenis Kotsopoulos, Cleopatra Bardaki, Stavros Lounis, Katerina Pramatari
Published in: International Journal of Serious Games, 5/2, 2018, Page(s) 65-85, ISSN 2384-8766
Publisher: Serious Game Society
DOI: 10.17083/ijsg.v5i2.225

BEATS: Blocks of Eigenvalues Algorithm for Time series Segmentation

Author(s): Aurora Gonzalez-Vidal, Payam Barnaghi, Antonio F. Skarmeta
Published in: IEEE Transactions on Knowledge and Data Engineering, 30 (11), 2018, Page(s) 1-1, ISSN 1041-4347
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TKDE.2018.2817229

Commissioning of the Controlled and Automatized Testing Facility for Human Behavior and Control (CASITA)

Author(s): Ignacio Rodríguez-Rodríguez, Aurora González Vidal, Alfonso Ramallo González, Miguel Zamora
Published in: Sensors, 18/9, 2018, Page(s) 2829, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s18092829

Human Mobility Modelling Based on Dense Transit Areas Detection with Opportunistic Sensing

Author(s): Fernando Terroso-Sáenz, Mercedes Valdes-Vela, Aurora González-Vidal, Antonio F. Skarmeta
Published in: Mobile Information Systems, 2016, 2016, Page(s) 1-15, ISSN 1574-017X
Publisher: IOS Press
DOI: 10.1155/2016/9178539

Applicability of Big Data Techniques to Smart Cities Deployments

Author(s): M. Victoria Moreno, Fernando Terroso-Saenz, Aurora Gonzalez-Vidal, Mercedes Valdes-Vela, Antonio F. Skarmeta, Miguel A. Zamora, Victor Chang
Published in: IEEE Transactions on Industrial Informatics, 13/2, 2017, Page(s) 800-809, ISSN 1551-3203
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TII.2016.2605581

Towards Energy Efficiency Smart Buildings Models Based on Intelligent Data Analytics

Author(s): Aurora González-Vidal, Victoria Moreno-Cano, Fernando Terroso-Sáenz, Antonio F. Skarmeta
Published in: Procedia Computer Science, 83, 2016, Page(s) 994-999, ISSN 1877-0509
Publisher: ELSEVIER
DOI: 10.1016/j.procs.2016.04.213

Online route prediction based on clustering of meaningful velocity-change areas

Author(s): Fernando Terroso-Saenz, Mercedes Valdes-Vela, Antonio F. Skarmeta-Gomez
Published in: Data Mining and Knowledge Discovery, 30/6, 2016, Page(s) 1480-1519, ISSN 1384-5810
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10618-016-0452-3

Human Mobility Prediction Based on Social Media with Complex Event Processing

Author(s): F. Terroso-Saenz, J. Cuenca-Jara, A. Gonzalez-Vidal, A. F. Skarmeta
Published in: International Journal of Distributed Sensor Networks, 12/9, 2016, Page(s) 5836392-5836392, ISSN 1550-1477
Publisher: Sage Journals
DOI: 10.1177/155014775836392

Linked Data Analytics in Interdisciplinary Studies: The Health Impact of Air Pollution in Urban Areas

Author(s): Eleni Fotopoulou, Anastasios Zafeiropoulos, Dimitris Papaspyros, Panagiotis Hasapis, George Tsiolis, Thanassis Bouras, Spyros Mouzakitis, Norma Zanetti
Published in: IEEE Access, 4, 2016, Page(s) 149-164, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/ACCESS.2015.2513439

Towards anticipate detection of complex event processing rules with probabilistic modelling

Author(s): Fernando Terroso-Sáenz, Aurora González-Vidal, Antonio F. Skarmeta
Published in: International Journal of Design & Nature and Ecodynamics, 11/3, 2016, Page(s) 275-283, ISSN 1755-7437
Publisher: WIT Press
DOI: 10.2495/DNE-V11-N3-275-283

Conference proceedings (19)

Model free approach based on ioT data analytics for energy efficiency in smart environments

Author(s): GONZALEZ VIDAL, A.; MORENO CANO, M. V.; Antonio F. Gómez Skarmeta
Published in: European Conference on Networks and Communications (EuCNC), June 27-30, 2016, 2016
Publisher: EuCNC

A Sensor Networking Architecture for ENTROPY – Energy-Aware Information and Communication Technologies Infrastructure Enabling Smart Building Solutions

Author(s): Aristotelis Agianniotis, Vincent Schülé, Antonio Jara, Mariam Barque and Dominique Genoud
Published in: 13th International Conference on Wireless and Mobile Communications (ICWMC 2017), 2017, Page(s) 104-106, ISBN 978-1-61208-572-2
Publisher: ICWMC 2017

Data aggregation, fusion and recommendations for strengthening citizens energy-aware behavioural profiles

Author(s): Eleni Fotopoulou, Anastasios Zafeiropoulos, Fernando Terroso, Aurora Gonzalez, Antonio Skarmeta, Umutcan Simsek, Anna Fensel
Published in: 2017 Global Internet of Things Summit (GIoTS), 2017, Page(s) 1-6, ISBN 978-1-5090-5873-0
Publisher: IEEE
DOI: 10.1109/GIOTS.2017.8016276

Solar production prediction based on nonlinear meteosource adaptation

Author(s): M. Barque, L. Dufour, D. Genoud, A. Zufferey, B. Ladevie, J-J. Bezian
Published in: Ninth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2015), Ninth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2015), 2015
Publisher: IEEE

Human mobility analysis based on social media and fuzzy clustering

Author(s): Jesus Cuenca-Jara, Fernando Terroso-Saenz, Mercedes Valdes-Vela, Aurora Gonzalez-Vidal, Antonio F. Skarmeta
Published in: 2017 Global Internet of Things Summit (GIoTS), 2017, Page(s) 1-6, ISBN 978-1-5090-5873-0
Publisher: IEEE
DOI: 10.1109/GIOTS.2017.8016266

Integration of serious games and IoT data management platforms to motivate behavioural change for energy efficient lifestyles

Author(s): Clara Garcia-Garcia, Fernando Terroso-Saenz, Fernando Gonzalez-Burgos, Antonio F. Skarmeta
Published in: 2017 Global Internet of Things Summit (GIoTS), 2017, Page(s) 1-6, ISBN 978-1-5090-5873-0
Publisher: IEEE
DOI: 10.1109/GIOTS.2017.8016255

Χρήση τεχνικών Gamification, σε συνδυασμό με γεωχωρικές πληροφορίες και δεδομένα από αισθητήρες, με στόχο την αύξηση της Παρακίνησης Εργαζομένων για την Εξοικονόμηση Ενέργειας σε Χώρους Εργασίας

Author(s): D. Kotsopoulos, C. Bardaki, S. Lounis, and K. Pramatari
Published in: 14th DMST Student Conference of Athens University of Economics and Business, 2017
Publisher: DMST Student Conference

Effecting Employee Energy Conservation Behaviour at the workplace by utilising Gamification

Author(s): D. Kotsopoulos, C. Bardaki, S. Lounis, and K. Pramatari
Published in: European Conference on Information Systems (ECIS 2017), 5-12 June 2017, 2017, Page(s) 2862-2873, ISBN 978-0-9915567-0-0
Publisher: ECIS

Joint Proceedings of SEMANTiCS 2017 Workshops, co-located with the 13th International Conference on Semantic Systems (SEMANTiCS 2017)

Author(s): Fensel, A. (UIBK), Daniele, L., Aroyo, L., de Boer, V., Darányi, S., Elloumi, O., García-Castro, R., Hollink, L., Inel, O., Kuys, G., Maleshkova, M., Merdan, M., Meroño-Peñuela, A., Moser, M., Keppmann, F.L., Kontopoulos, E., Petram, L., Scarrone, E., Verborgh, R.
Published in: CEUR Workshop proceedings Vol. 2063, 11 and 14 September 2017, 2017
Publisher: CEUR-WS

Enabling Smart Data Services for Behavioural Change

Author(s): Anna Fensel (UIBK)
Published in: Proceedings of the Young Scientist's Second International Workshop on Trends in Information Processing, 16-20 May 2017, 2017, Page(s) 7 to 12
Publisher: CEUR-WS

An open architecture for IoT data analytics in smart cities

Author(s): Fernando Terroso-Saenz, Aurora Gonzalez-Vidal, Jesus Cuenca-Jara, Antonio F. Skarmeta
Published in: 2017 Global Wireless Summit (GWS), 15-18 October 2017, 2017, Page(s) 235-239, ISBN 978-1-5386-1098-5
Publisher: IEEE
DOI: 10.1109/GWS.2017.8300468

Data driven modeling for energy consumption prediction in smart buildings

Author(s): Aurora Gonzalez-Vidal, Alfonso P. Ramallo-Gonzalez, Fernando Terroso-Saenz, Antonio Skarmeta
Published in: 2017 IEEE International Conference on Big Data (Big Data), 2017, Page(s) 4562-4569, ISBN 978-1-5386-2715-0
Publisher: IEEE
DOI: 10.1109/BigData.2017.8258499

Detaching the design, development and execution of big data analysis processes: A case study based on energy and behavioral analytics

Author(s): Anastasios Zafeiropoulos, Eleni Fotopoulou, Aurora Gonzalez-Vidal, Antonio Skarmeta
Published in: 2018 Global Internet of Things Summit (GIoTS), 4-7 June 2018, 2018, Page(s) 1-6, ISBN 978-1-5386-6451-3
Publisher: IEEE
DOI: 10.1109/GIOTS.2018.8534525

Empirical Study of Massive Set-Point Behavioral Data: Towards a Cloud-Based Artificial Intelligence that Democratizes Thermostats

Author(s): Aurora Gonzalez-Vidal, Alfonso P. Ramallo-Gonzalez, Antonio Skarmeta
Published in: 2018 IEEE International Conference on Smart Computing (SMARTCOMP), June 18-20, 2018, 2018, Page(s) 211-218, ISBN 978-1-5386-4705-9
Publisher: IEEE
DOI: 10.1109/SMARTCOMP.2018.00093

Machine learning based electric load forecasting for short and long-term period

Author(s): Tomas Vantuch, Aurora Gonzalez Vidal, Alfonso P. Ramallo-Gonzalez, Antonio F. Skarmeta, Stanislav Misak
Published in: 2018 IEEE 4th World Forum on Internet of Things (WF-IoT), June 18-20, 2018, 2018, Page(s) 511-516, ISBN 978-1-4673-9944-9
Publisher: IEEE
DOI: 10.1109/WF-IoT.2018.8355123

Opportunistic smart object aggregation based on clustering and event processing

Author(s): Fernando Terroso-Saenz, Jose L. Hernandez-Ramos, Jorge Bernal Bernabe, Antonio F. Skarmeta
Published in: 2016 IEEE International Conference on Communications (ICC), May 23-27, 2016, 2016, Page(s) 1-6, ISBN 978-1-4799-6664-6
Publisher: IEEE
DOI: 10.1109/ICC.2016.7511258

A semantic approach towards implementing energy efficient lifestyles through behavioural change

Author(s): Umutcan Şimşek, Anna Fensel, Anastasios Zafeiropoulos, Eleni Fotopoulou, Paris Liapis, Thanassis Bouras, Fernando Terroso Saenz, Antonio F. Skarmeta Gómez
Published in: Proceedings of the 12th International Conference on Semantic Systems - SEMANTiCS 2016, September 12-15, 2016, 2016, Page(s) 173-176, ISBN 9781-450347525
Publisher: ACM Press
DOI: 10.1145/2993318.2993346

Internet de las cosas y gamificacion aplicados a eficiencia energetica en edificios

Author(s): Antonio F. Skarmeta, Victoria Moreno-Cano, Aurora Gonzalez-Vidal, Miguel A. Zamora-Izquierdo, Fernando Terroso-Saenz.
Published in: III Congreso Edificios Energia Casi Nula, June 21-22, 2016 , 2016, Page(s) 25-30, ISBN 978-84-608-8686-0
Publisher: Grupo Tecma Red, S.L.

A Motivational Model to influence Energy Behaviour at the Workplace: The role of Gamification, Geolocation and Sensors

Author(s): Dimosthenis Kotsopoulos, Cleopatra Bardaki and Katerina Pramatari
Published in: 4th International Workshop on the Changing Nature of Work (CNoW): The Impact of Digital Innovation on Work, December 11, 2016, 2016, Page(s) 74-78
Publisher: IFIP

Other (1)

Smartphone pour économiser

Author(s): Pascal Fauchêre
Published in: Le Nouvelliste newspaper, January 27, 2016, 2016
Publisher: Groupe ESH Medias