TANIA CERQUITELLI

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Associate Professor

President (Comitato Unico di Garanzia)
Member (Gruppo Lavoro Osservatorio di Genere)
Member of Interdepartmental Center (SmartData@PoliTO - Big Data and Data Science Laboratory)

+39 0110907178 / 7178 (DAUIN)

Research groups DBDM - Database and Data Mining Group
Research projects

Funded by competitive calls

  • European Infrastructure Powering the Internet of Things, (2018-2021) - Responsabile Scientifico

    UE-funded research - H2020 - Excellent Science - Research infrastructures

    View project record on CORDIS

    Abstract

    EnABLES will integrate key European research infrastructures in powering the Internet of Things (IoT). 6 research institutes together with 5 knowledge hubs of excellence will address the long term needs of energy management in self-powered smart sensor systems as required by IoT innovation. To enable truly invisible, unobtrusive and self-powered (autonomous) wireless devices a key challenge is to bridge the gap between capturing energy supply from energy harvesting sources (EH), integrating new devices for energy storage (ES) and taking into account the micro-power management (MPM) requirements for the miniaturised system operation. Through providing access to unique infrastructure, world-leading expertise, advanced equipment and state-of-the-art technologies, EnABLES will empower several hundreds of academic researchers and technologists to advance energy harvesting, storage and micropower management solutions for the integrated design and deployment of miniaturised autonomous sensors. Access will range from materials & models to devices and systems and the access providers will work with the user community to accelerate adoption and innovation in real-life applications. The EnABLES integration offers a paradigm shift in building an infrastructure network that links new scientific knowledge with application-driven research. Specifically for energy management solutions, this will deliver a mind-set change for early concurrent and collaborative development of system-optimised IoT devices. This presents a unique opportunity for Europe to uphold global leadership in microsystem energy management and be positioned at a pivotal time at the heart of the IoT innovation.

    Countries

    • Paesi Bassi
    • Germania
    • Francia
    • Regno Unito
    • Italia

    Institutes/Companies

    • STICHTING IMEC NEDERLAND
    • FRAUNHOFER GESELLSCHAFT ZUR FOERDERUNG DER ANGEWANDTEN FORSCHUNG E.V.
    • COMMISSARIAT A L ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES
    • KARLSRUHER INSTITUT FUER TECHNOLOGIE
    • UNIVERSITY OF SOUTHAMPTON
    • POLITECNICO DI TORINO
    • ALMA MATER STUDIORUM - UNIVERSITA DI BOLOGNA
    • UNIVERSITA DEGLI STUDI DI PERUGIA

    Departments

Funded by commercial contracts

  • Data & Concept drift methodologies: unsupervised estimation of predictive model degradation for High-Performance Computing cluster, (2022-2023) - Responsabile Scientifico

    Commercial Research

    Countries

    • ITALIA

    Institutes/Companies

    • IVECO S.p.A.

    Departments

  • Data, Artificial Intelligence methods & Strategic decision making: a case study in Motorsports, (2022-2023) - Responsabile Scientifico

    Consulting

    Countries

    • ITALIA

    Institutes/Companies

    • ACCENTURE SPA

    Departments

  • Progettazione e realizzazione algoritmi di pianificazione per la schedulazione avanzata della produzione per piccole e medie imprese, (2022-2023) - Responsabile Scientifico

    Commercial Research

    Countries

    • ITALIA

    Institutes/Companies

    • SANDEZA SRL

    Departments

  • Progettazione e realizzazione algoritmi di pianificazione per la schedulazione avanzata della produzione per piccole e medie imprese, (2022-2023) - Responsabile Scientifico

    Commercial Research

    Countries

    • ITALIA

    Institutes/Companies

    • MODALSOURCE S.R.L.

    Departments

  • Progettazione e realizzazione algoritmi di pianificazione per la schedulazione avanzata della produzione per piccole e medie imprese, (2022-2023) - Responsabile Scientifico

    Commercial Research

    Countries

    • ITALIA

    Institutes/Companies

    • SYNESTHESIA S.R.L.

    Departments

  • FATA: Formazione Adattiva mediante Tecnologie Avanzate, (2021-2022) - Responsabile Scientifico

    Consulting

    Countries

    • ITALIA

    Institutes/Companies

    • SYNAREA CONSULTANTS S.R.L.

    Departments

  • Infrastruttura HPC4AI@POLITO: Attività sperimentale nel contesto dei dati telematici di veicoli pesanti utilizzati per le operazioni di raccolta e trasporto di rifiuti urbani, (2021-2022) - Responsabile Scientifico

    Commercial contracts for the provision of services

    Countries

    • ITALIA

    Institutes/Companies

    • SEA SOLUZIONI ECOAMBIENTALI SRL
  • Attività sperimentale nel contesto dei reclami in garanzia e turnover dei ricambi, (2021-2022) - Responsabile Scientifico

    Commercial contracts for the provision of services

    Countries

    • ITALIA

    Institutes/Companies

    • CWS Srl
  • Machine Learning on HPC, (2021-2022) - Responsabile Scientifico

    Commercial Research

    Countries

    • ITALIA

    Institutes/Companies

    • IVECO S.p.A.

    Departments

  • Piattaforma di Predictive Maintenance vibrazionale (PREMA): progettazione e sviluppo del componente PREMA edge, (2020-2021) - Responsabile Scientifico

    Commercial Research

    Countries

    • ITALIA

    Institutes/Companies

    • Soft-in srl

    Departments

  • Piattaforma di Predictive Maintenance vibrazionale (PREMA): progettazione e sviluppo del componente PREMA backend, (2020-2021) - Responsabile Scientifico

    Commercial Research

    Countries

    • ITALIA

    Institutes/Companies

    • Zirak s.r.l.

    Departments

  • Analisi di dati di veicoli connessi per ottimizzare l'uptime delle batterie, (2020-2021) - Responsabile Scientifico

    Consulting

    Countries

    • ITALIA

    Institutes/Companies

    • ACCENTURE SPA

    Departments

  • Valutazione qualità dell’introduzione di tecniche di Big Data ed Analytics, (2019-2020) - Responsabile Scientifico

    Commercial Research

    Countries

    • ITALIA

    Institutes/Companies

    • ACCENTURE SPA

    Departments

  • Progettazione di una soluzione a supporto del posizionamento automatico dei Red-tag, (2018-2018) - Responsabile Scientifico

    Commercial Research

    Countries

    • ITALIA

    Institutes/Companies

    • T&amp
    • T Elettronica S.r.l.

    Departments

  • Modellazione dell’efficienza energetica degli edifici basata su open-data, (2018-2019) - Responsabile Scientifico

    Commercial Research

    Countries

    • ITALIA

    Institutes/Companies

    • EDISON S.p.A.

    Departments

  • Progettazione di una soluzione per la gestione di dati raccolti da RED-Tag, (2018-2018) - Responsabile Scientifico

    Commercial Research

    Countries

    • ITALIA

    Institutes/Companies

    • Zirak s.r.l.

    Departments

  • Study of state-of-the-art methods and tools to similarity search of CAD objects, (2017-2017) - Responsabile Scientifico

    Commercial Research

    Countries

    • ITALIA

    Institutes/Companies

    • Amada Engineering Europe s.r.l.

    Departments

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