Livrables Documents, reports (79) Co-Design and implementation of public lighting concept Definition of a smart lighting solution through the Smart Kalasatama living lab based on adaptive LED-based outdoor lighting system and including features like navigation and communication. Report on the connection of the lamp post infrastructure to the urban platform. Autonomous last mile pilots in operations Definition deployment and monitoring of autonomous last mile pilots in operations in Helsinki demonstration areaInterim versions to be submmitted on M12 and M36 Design and implementation of RES in building Definition of the technical specifications, design and implementation plan for the integration of RES in buildings. Performance assessment report. Monitoring system of the effect of the electric fleet to district-level air quality, noise Definition, deployment and monitoring of the EV and recharging points. Investigation on the effect of the electric fleet to district-level air quality and noise Mobility monitoring solutions Report on the impact of the mobility actions in Hamburg. [TRANSVERSAL] Interoperability plan and testing Definition of an interoperability test plan for each demonstration area Performance assessment reportTRANSVERAL DELIVERABLE FOR WP2 WP3 and WP4 included only in WP2 due to SYGMA limitationsInterim versions to be submmitted on M12 M36 and M48 Report on monitoring and control concepts and improvements Report on the optimization of the grid performance by using data and demand response. Investigation on business models for the compensation of reactive power with solar power at solar plants Kivikko and the integration of existing electrical storages. Interim version to be submmitted on M12. mySMARTLife Cities Network replication activities planning Report on the mySMARTLife Cities Network with 12 European cities and 4 cities from outside of Europe. Report of lighthouse projects cooperation. Working groups and platform results Definition a common framework for discussion and networking activities between projects under SCC1 call Report on the working groups activities collaboration platform roadmap progress meetings and final conferenceInterim versions to be submmitted on M12 and M36 Innovative business models and public procurement innovation in follower cities Definition of an investment plan for the implementation of the interventions based on T12 EIP on SCC Action Cluster of Business Models Finance and Procurement and Procurement of Innovation Platform Innovative electromobility charging node in operation Definition and implementation of innovative mobility services (i.e. electromobility charging node) Report on retrofitted actions and implemented actions new buildings including RES and storages in Helsinki (FINAL) Report on retrofitting interventions and new buildings and integration of energy storage systems and RES. Definition of a demand response strategy. First draft M12, final version M36. Monitoring programs and deployment in the three lighthouses Definition of the monitoring program including systems definition and data acquisition according the evaluation procedure in D51 Interim version to be submmitted on M36 Concept of Energy retrofitting in individual houses Investigation on citizen engagement through communication events, press and information tools. Report on the retrofitting of 10 individual houses on Ile de Nantes, use of the new services by the citizens and smart home automation solutions. Compilation of energy system scenarios for each lighthouse city Analysis of the energy demand for each lighthouse city for the next 10-20 years through simulation tools (e.g. EnergyPlan) Smart personal EV charger system in operation (FINAL) Definition and implementation of the eCar sharing concept and smart personal EV charger system. First draft M12, final version M36. Report on grid to vehicles strategies and performance Report on the technical integration of the EV recharging points, the energy storage systems and the solar plant. Performance assessment report. Interim version to be submmitted on M12. Report on the activities of the Communication and Dissemination Secretariat_v4 Report on the activities of the Communication and Dissemination Secretariat including a description of target groups for communication and dissemination activities Social Acceptance Campaign at local and district level - Final Design of a campaign at local and district level to raise awareness and provide information about the replication plans. This is the final deliverable, after the initial planning included in D1.1. Ecosystem for boosting SMEs at local level Modeling of the city business models to illustrate where corresponding profit comes from and how it flows, and to identify a business model portfolio eligible for SMEs, start-ups and entrepreneurs in the urban field. Baseline report of Helsinki demonstration area Definition of the baseline based on quantitative and qualitative measurements for the Helsinki demonstration area in terms of building energy consumption, energy supply sources, mobility, urban infrastructures, urban plans, public procurement procedures and actions for citizen engagement. Interim version to be submmitted on M8. Baseline report of Hamburg demonstrator area Definition of the baseline based on quantitative and qualitative measurements for the Hamburg demonstration area in terms of building energy consumption, energy supply sources, mobility, urban infrastructures, urban plans, public procurement procedures and actions for citizen engagement. Interim version to be submmitted on M8. Integrated evaluation procedure Definition of the evaluation framework with a twofold scope in order to measure and assess the project activities at Smart City Project level (i.e. demonstration areas) and Smart City level considering the five major themes defined by CITYkeys and the SCIS indicators. Interim versions to be submmitted on M12 and M24. Report on the activities of the Communication and Dissemination Secretariat_v2 Report on the activities of the Communication and Dissemination Secretariat including a description of target groups for communication and dissemination activities. Smart Energy Supply and Demand. Integration of RES, storage, management and control Report on the integration, performance and optimization of RES and storage energy systems in the district heating and cooling network and buildings. Definition of the management and control strategies of the systems. Interim version to be submmitted on M24. Design and implementation of new concepts of the Urban Platform Definition of a number of services to improve city operation, decision aiding services, citizen engagement and interaction between city and citizens through the ICT and Urban Platform developments. Definition of the new architecture of the Urban Platform and integration with the Smart City ecosystem DTAG Report on the activities of the Communication and Dissemination Secretariat_v1 Report on the activities of the Communication and Dissemination Secretariat including a description of target groups for communication and dissemination activities. Ecosystem for big players in the urban field Modeling of the city business models to illustrate where corresponding profit comes from and how it flows, and to identify a business model portfolio eligible for big players in the urban field. Baseline report of Nantes demonstrator area Definition of the baseline based on quantitative and qualitative measurements for the Nantes demonstration area in terms of building energy consumption, energy supply sources, mobility, urban infrastructures, urban plans, public procurement procedures and actions for citizen engagement. Interim version to be submmitted on M8. Data collection and KPI calculation Definition of the mechanisms in each urban platform to enable the collection of the data and informationInterim version to be submmitted on M48 Report on retrofitted actions and implemented actions new buildings including RES and storages in Hamburg Report on retrofitting interventions and new buildings, integration of energy storage systems, building energy management systems (BEMS) and smart control strategies, RES integration and smart appliances. Report on smart grid improvements Report on the implementation of solar power plant and reactive power compensation by solar power plants. Interim version to be submmitted on M12. Baseline report of Hamburg demonstrator area (FINAL) Definition of the baseline based on quantitative and qualitative measurements for the Hamburg demonstration area in terms of building energy consumption, energy supply sources, mobility, urban infrastructures, urban plans, public procurement procedures and actions for citizen engagement. Interim version to be submmitted on M8, complete City Audit at M12 and final baseline in M42. High level energy retrofitting of multi owner private buildings Definition of the technical specifications and implementation plan. Analysis of the building energy performance, dwellers behaviour and business model. Urban Coaching. Description of coached areas and their selection for Mentoring Definition of a methodology for the assessment of the urban transformation and identification of the most replicable solutions. Selection of coachers and areas of interest. Definition of good practices for mentoring purposes. Report on retrofitted actions and implemented actions new buildings including RES and storages in Helsinki Report on retrofitting interventions and new buildings and integration of energy storage systems and RES. Definition of a demand response strategy. Techno-economic analysis of each intervention per follower city Analysis of the techno-economic feasibility of the interventions for each follower city through an innovative methodology based on the Input/Output matrix adapted to the urban context. Monitoring solutions for EV uptake Report on the deployment of 24 m full electric buses in the city of Nantes and monitoring of the electric vehicles and recharging stations. Description of the connection of the recharging stations to the urban platform and aggregation with other mobility data. Techno-economic analysis of each intervention per pilot (FINAL) Analysis of the techno-economic feasibility of the interventions for each pilot through an innovative methodology based on the Input/Output matrix adapted to the urban context. FINAL VERSION. Baseline assessment & PESTEL Analysis of Rijeka’s Initial Replication Plan Baseline definition of the city of Rijeka through a PESTEL analysis. Definition of a first draft of the replication for the city of Rijeka based on the experience from WP2, WP3, WP4 and WP5. Report of cooperation with other EU initiatives Report on the cooperation activities with other initiatives that are working on the SCC domain ie EIP on SCC EU Smart Cities Information System CITYKeys and ESPRESSOInterim versions to be submmitted on M12 and M36 Development of improved services in Nantes Urban Platform Design and implementation plan of the new urban platform services and decision support system. Performance assessment report. Urban Mentoring. Experiences of Mentor Cities and replication possibilities Report on the guided visits to the lighthouse cities and people exchange activities lighthouse and staff exchange activities between lighthouse and follower cities. Parking space detection Design and implementation of a system for parking space detection for e-car charging stations. Investigation on the movement behaviour of their citizens through SIM card. Techno-economic analysis of each intervention per pilot Analysis of the techno-economic feasibility of the interventions for each pilot through an innovative methodology based on the Input/Output matrix adapted to the urban context. Baseline assessment & PESTEL Analysis of Palencia’s Initial Replication Plan Baseline definition of the city of Palencia through a PESTEL analysis. Definition of a first draft of the replication for the city of Palencia based on the experience from WP2, WP3, WP4 and WP5. Benchmark of ICT based solutions for citizen engagement Investigation of the tools currently used in each lighthouse for engaging citizens and rising social awareness. Definition of good practices based on benchmarking. [TRANSVERSAL] Open Specifications framework Definition of the functional requirements, software architecture and data structures through the creation of a common framework for the 3 lighthouse cities. TRANSVERAL DELIVERABLE FOR WP2, WP3 and WP4 (included only in WP2 due to SYGMA limitations). Smart Energy Supply and Demand with RES Report on the integration, performance and optimization of RES (hydro power, wind turbines, and PV) and energy storage systems in the district heating and cooling network. Report on business models of selected use cases Report on the transference the results from the exploitation roadmap of results into economic feasible business models through the identification and evaluation of the business opportunities and initial business models Key issues for social awareness and acceptance Investigation of the factors influencing consumer attitude and behavior change towards the interventions in each pilot; the regulatory tools and education programmes for leveraging behavioural change. Report on implementation and performance of innovative smart system appliances and control algorithms, BEMS and Smart control Design and implementation of smart home solutions in new buildings and smart demand response systems in office buildings with predictive control options and flexible space management. Interim version to be submmitted on M12. Guidelines for Hamburg Municipality on users behaviour during pandemic or critical situations This deliverable will include the methods results and conclusions of Task 39 Also guidelines for the municipality of Hamburg will be developed in case of future pandemics or crisis situations in respect to early monitoring measures and strategies on different levels politics social institutions economic institutions administration The results will influence the regionallocal resilience plans Smart personal EV charger system in operation Definition and implementation of the eCar sharing concept and smart personal EV charger system Design and implementation of humble lampposts concept Design and deployment of a repurposing concept for 60 existing lampposts, reequipped with WIFI, environmental sensors, asset management, CCTV for traffic measurement and adaptive lightning. Report on district heating and cooling improvements and new concepts Report on the use of waste heat in the district heating and cooling systems. Investigation on the demand response cost value and optimisation of the energy storage systems. Interim version to be submmitted on M12. Report on the activities of the Communication and Dissemination Secretariat_v5 Report on the activities of the Communication and Dissemination Secretariat including a description of target groups for communication and dissemination activities Report on the activities of the Communication and Dissemination Secretariat_v3 Report on the activities of the Communication and Dissemination Secretariat including a description of target groups for communication and dissemination activities. Design and implementation of public lighting concept Report on the new public lighting concept and integration of data into the urban platform of the city of Nantes Last mile strategies and EV uptake Design and deployment of a platform to promote a greener concept of company fleets. Report on cleaner solutions for the delivery routes of the freight operators through the Call for projects smart urban logistic. Definition of the data sets and requirements Definition of the data requirements for evaluating the Smart City Projects and the corresponding indicators on Smart City level based on CITYkeys (D2.1 “Definition of data sets”). Interim versions to be submmitted on M12 and M24. Baseline assessment & PESTEL Analysis of Bydgoszcz’s Initial Replication Plan Baseline definition of the city of Bydgoszcz through a PESTEL analysis. Definition of a first draft of the replication for the city of Bydgoszcz based on the experience from WP2, WP3, WP4 and WP5. Innovative business models. Making things happen Investigation on innovations in business models and replicability. Analysis of the drivers and barriers success through the comparison of multiple case studies. Baseline report of Helsinki demonstrator area (FINAL) Definition of the baseline based on quantitative and qualitative measurements for the Helsinki demonstration area in terms of building energy consumption, energy supply sources, mobility, urban infrastructures, urban plans, public procurement procedures and actions for citizen engagement. Interim version to be submmitted on M8, complete City Audit at M12 and final baseline in m42 Delivery of Workshops for citizen engagement Report on 3 workshops in each lighthouse city for citizen and local players on energy, mobility and ICTs applied to urban solutions. Workshop 1: Identification of objectives and targets; Workshop 2: Identification of barriers and bottlenecks; Workshop 3: Strategies for citizen engagement. Baseline report of Nantes demonstrator area (FINAL) Definition of the baseline based on quantitative and qualitative measurements for the Nantes demonstration area in terms of building energy consumption, energy supply sources, mobility, urban infrastructures, urban plans, public procurement procedures and actions for citizen engagement. Interim version to be submmitted on M8, complete City Audit at M12 and final baseline in M42. District heating monitoring and optimization Analysis of different scenarios of operation for optimizing the District Heating system through the monitoring of a selection of district heating substations (on the Ile de Nantes). Performance assessment report. Decision aiding tool Report on solving decision problems with multiple criteria through a Multi-Criteria Decision Aiding (MCDA) technique implemented in the urban platform. Evaluation. Impact assessment at Smart City Project level and Smart City level Report on the implementation of the integrated evaluation procedure for evaluating the performance of the project actions and estimating the impact of the activities at Smart City Project level and Smart City level considering CITYkeys pillars mySMARTLife Cities Network activities report Report on the 3 workshops 3 study tours and 7 webinars on technical and nontechnical issues relevant for the replication and organised for the mySMARTLife Cities NetworkInterim versions to be submmitted on M24 M36 and M48 Methodology for citizen engagement based on system thinking Definition of the methodology for citizen engagement based on system thinking: Procedure for identification of objectives and targets, dynamic network map to find barriers and bottlenecks and strategies for citizen engagement in urban transformation Design and implementation of adaptive lighting concept Design and implementation of an adaptive lighting solution for the bicycle route. Definition of the control strategies. Cross-modal Mobility observatory Description of an intelligent tool for feeding automatically the urban platform with key data on mobility available to partners and the general publicInterim version to be submmitted on M36 Social Acceptance Campaign at local and district level - Initial Design of multi-year campaign at local and district level to raise awareness and provide information and activate successful consumers and key local actors. Report of cooperation with network of cities or sectors Report on the cooperation activities with other projects and city networks through the Lighthouse Cooperation NetworkInterim versions to be submmitted on M12 and M36 Knowledge-Transfer Implementation Report Report on knowledgetransfer activities from the group of LH and FCs to the MySMARTLife Network Report on the 4 knowledgetransfer workshops Roadmap for city maintenance fleet and commercial city logistic electrification Definition of a roadmap for city maintenance fleet and commercial city logistic electrification, including free parking and taxes reduction actions. Development of new Mobility services and intermodality strategies Investigation on innovative mobility services and report on the intermodality strategies implemented in the demonstration area. Compilation of energy system scenarios for each follower city Analysis of the energy demand for each follower city for the next 10-20 years through simulation tools (e.g. EnergyPlan) Other (17) Lighthouse features into public transport navigator in use "Definition of the ""Lighthouse features"" and inclusion into the transport navigator. Interim version to be submmitted on M24." Open data and open APIs to the building-level energy savings potential Definition of Open Data and Open APIs to promote the building-level energy savings potential Open data and open APIs generated in the project Improvement of the current data and the Urban Platform of the city of Hamburg through the access to a central central user management, central ePayment Open APIs and functionalities for downloading, viewing, processing and meta information of data Platform for Single desk retrofitting of individual houses Report on the new web platform and associated services, test of the business model and integration of the retrofitting data into the urban platform. Open data and open APIs to the building-level energy savings potential (FINAL) Definition of Open Data and Open APIs to promote the building-level energy savings potential. First draft M12, final version M36. New predictive and adaptive control algorithms and monitoring of performance, smart demand control system (FINAL) Investigation on innovative BEMS and smart control strategies. Definition of predictive algorithms for the optimization of the heat demand response at apartment level. First draft M12, final version M36. Description of 3D models for each follower city Analysis of the energy demand, socio economic profile of the inhabitants, use of ICT services, building density, location of the industries, etc. for each follower city through 3D modelling. Simulation models of the building stock, energy system, transportation, urban infrastructures Modelling, Simulation, and Systems Engineering of the building stock, energy system, mobility and urban infrastructures. Carbon-neutral Me App in use in the residents and job-goers at all Zones Update of the urban platform and definition of a “Carbon-neutral Me” app. Interim version to be submmitted on M24. Lighthouse-features integrated into public transport on-line system Definition and deployment of intermodality strategies in Helsinki by integrating mobility data in Lighthouse-features for the public transport on-line system as a link to the Urban Platform Sim. models of the building stock, energy system, transportation, urban infrastructures Modelling, Simulation, and Systems Engineering of the building stock, energy system, mobility and urban infrastructures. Interim version to be submmitted on M24. Energy data lab Report on the dynamic electricity data platform and provision of data sets from energy meters in a standardised format and aggregated at various scales for providing new energy services. Lighthouse-specific IoT service, backend and sensoring systems in use Definition of several lighthouse-specific IoT services, backend and sensoring systems. Interim version to be submmitted on M12. New predictive and adaptive control algorithms and monitoring of performance, smart demand control system Investigation on innovative BEMS and smart control strategies. Definition of predictive algorithms for the optimization of the heat demand response at apartment level. Simulation models of the building stock, energy system, transportation, urban infrastructures (FINAL) Simulation models and analysis of results. Building stock, energy system, transportation, urban infrastructures. Modelling, Simulation, and Systems Engineering of the building stock, energy system, mobility and urban infrastructures. FINAL VERSION. Description of 3D models for each pilot Analysis of the energy demand, socio economic profile of the inhabitants, use of ICT services, building density, location of the industries, etc. for each pilot through 3D modelling. Hackathon to the open data and open APIs generated in the project Definition and promotion of Open Services based on Open Data and Open APIs to be used by third parties Publications Peer reviewed articles (10) Introduction of new decentralised renewable heat supply in an existing district heating system Auteurs: Miika Rämä, Mikko Wahlroos Publié dans: Energy, Issue 154, 2018, Page(s) 68-79, ISSN 0360-5442 Éditeur: Pergamon Press Ltd. DOI: 10.1016/j.energy.2018.03.105 Combining a dynamic simulation tool and a multi-criteria decision aiding algorithm for improving existing District Heating Auteurs: Mohamed Tahar Mabrouk, Pierrick Haurant, Vincent Dessarthe, Patrick Meyer, Bruno Lacarrière Publié dans: Energy Procedia, Issue 149, 2018, Page(s) 266-275, ISSN 1876-6102 Éditeur: ELSEVIER DOI: 10.1016/j.egypro.2018.08.191 Sensitivity assessment of a district energy assessment characterisation model based on cadastral data Auteurs: Xabat Oregi, Nekane Hermoso, Eneko Arrizabalaga, Lara Mabe, Inigo Munoz Publié dans: Energy Procedia, Issue 147, 2018, Page(s) 181-188, ISSN 1876-6102 Éditeur: ELSEVIER DOI: 10.1016/j.egypro.2018.07.053 Household energy awareness as enabler of regeneration practices. Preliminary evidence from a Finnish case study Auteurs: Angela Santangelo; Marja Vuorinen; Simona Tondelli Publié dans: URBANISTICA INFORMAZIONI, Issue 278s.i., 2018, Page(s) Sessione 03, Pages 260-263, ISSN 0392-5005 Éditeur: INU Edizioni Key aspects of building retrofitting: Strategizing sustainable cities Auteurs: Francesc Pardo-Bosch, Carles Cervera, Tamyko Ysa Publié dans: Journal of Environmental Management, Issue 248, 2019, Page(s) 109247, ISSN 0301-4797 Éditeur: Academic Press DOI: 10.1016/j.jenvman.2019.07.018 How EU-funded Smart City experiments influence modes of planning for mobility: observations from Hamburg Auteurs: Philipp Späth, Jörg Knieling Publié dans: Urban Transformations, Issue 2/1, 2020, ISSN 2524-8162 Éditeur: SpringerNature DOI: 10.1186/s42854-020-0006-2 Understanding Location Decisions of Energy Multinational Enterprises within the European Smart Cities’ Context: An Integrated AHP and Extended Fuzzy Linguistic TOPSIS Method Auteurs: Olga Porro, Francesc Pardo-Bosch, Núria Agell, Mónica Sánchez Publié dans: Energies, Issue 13/10, 2020, Page(s) 2415, ISSN 1996-1073 Éditeur: Multidisciplinary Digital Publishing Institute (MDPI) DOI: 10.3390/en13102415 Creating business models for smart cities: a practical framework Auteurs: Krista Timeus, Jordi Vinaixa, Francesc Pardo-Bosch Publié dans: Public Management Review, Issue 22/5, 2020, Page(s) 726-745, ISSN 1471-9037 Éditeur: Taylor & Francis DOI: 10.1080/14719037.2020.1718187 EU Smart City Lighthouse Projects between Top-Down Strategies and Local Legitimation: The Case of Hamburg Auteurs: Katharina Lange, Jörg Knieling Publié dans: Urban Planning, Issue 5/1, 2020, Page(s) 107-115, ISSN 2183-7635 Éditeur: Cogitatio DOI: 10.17645/up.v5i1.2531 Interoperable Open Specifications Framework for the Implementation of Standardized Urban Platforms Auteurs: José L. Hernández, Rubén García, Joachim Schonowski, Daniel Atlan, Guillaume Chanson, Timo Ruohomäki Publié dans: Sensors, Issue 20/8, 2020, Page(s) 2402, ISSN 1424-8220 Éditeur: Multidisciplinary Digital Publishing Institute (MDPI) DOI: 10.3390/s20082402 Conference proceedings (3) Smart City Platform Enabling Digital Twin Auteurs: Timo Ruohomaki, Enni Airaksinen, Petteri Huuska, Outi Kesaniemi, Mikko Martikka, Jarmo Suomisto Publié dans: 2018 International Conference on Intelligent Systems (IS), Issue Annual, 2018, Page(s) 155-161, ISBN 978-1-5386-7097-2 Éditeur: IEEE DOI: 10.1109/is.2018.8710517 Smart City Resilience with Active Citizen Engagement in Helsinki Auteurs: Mikko Martikka, Sonja Salo, Kristiina Siilin, Timo Ruohomaki, Pekka Tuomaala, Esa Nykanen Publié dans: 2018 International Conference on Intelligent Systems (IS), Issue 9, 2018, Page(s) 162-167, ISBN 978-1-5386-7097-2 Éditeur: IEEE DOI: 10.1109/is.2018.8710516 Smart City Governance in Practice – the Example of mySMARTLife Project in Hamburg Auteurs: Jörg Knieling, Katharina Lange Publié dans: REAL CORP 2019 – IS THIS THE REAL WORLD? Perfect Smart Cities vs. Real Emotional Cities. Proceedings of 24th International., Issue Annual, 2019, Page(s) 671-677, ISSN 2521-3938 Éditeur: REAL CORP 2019 Non-peer reviewed articles (1) Robottibussi pilotoi Kalasatamassa Auteurs: Eetu Rutanen, Ville Arffman Publié dans: ILMANSUOJELU-LEHTI Magazine of the Finnish Air, Pollution Prevention, 2019, Page(s) 12-13, ISSN 1239-8950 Éditeur: The Finnish Air Pollution Prevention Society Book chapters (2) Smart City Experimentation in Urban Mobility—Exploring the Politics of Futuring in Hamburg Auteurs: Philipp Späth, Jörg Knieling Publié dans: Socio-Technical Futures Shaping the Present - Empirical Examples and Analytical Challenges, 2019, Page(s) 161-185, ISBN 978-3-658-27154-1 Éditeur: Springer Fachmedien Wiesbaden DOI: 10.1007/978-3-658-27155-8_8 Endlich Smart-City-Leuchtturm: Auswirkungen des EU-Projektes mySMARTLife auf die Planungspraxis in Hamburg Auteurs: Philipp Späth, Jörg Knieling Publié dans: Smart City - Kritische Perspektiven auf die Digitalisierung in Städten - Digitale Technologien, Raumproduktion, Intervention, 2018, Page(s) 345-356, ISBN 9783-839443361 Éditeur: transcript Verlag DOI: 10.14361/9783839443361-026 Monographic books (1) Helsinki RobobusLine — Robottibussi Helsingin kaduilla Auteurs: Eetu Rutanen, Milla Åman Publié dans: TAITO-series 34, 2019, ISSN 2669-8021 Éditeur: Metropolia University of Applied Sciences Recherche de données OpenAIRE... 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