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Battery-less zero-maintenance embedded sensing at the mithræum of circus maximus
Politecnico di Milano, Italy; Credit Suisse, Poland.
Politecnico di Milano, Italy; Air University, Pakistan.
Politecnico di Milano, Italy.
Politecnico di Milano, Italy.
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2020 (Engelska)Ingår i: SenSys 2020 - Proceedings of the 2020 18th ACM Conference on Embedded Networked Sensor Systems, Association for Computing Machinery, Inc , 2020, s. 368-381Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

We present the design and evaluation of a 3.5-year embedded sensing deployment at the Mithræum of Circus Maximus, a UNESCO-protected underground archaeological site in Rome (Italy). Unique to our work is the use of energy harvesting through thermal and kinetic energy sources. The extreme scarcity and erratic availability of energy, however, pose great challenges in system software, embedded hardware, and energy management. We tackle them by testing, for the first time in a multi-year deployment, existing solutions in intermittent computing, low-power hardware, and energy harvesting. Through three major design iterations, we find that these solutions operate as isolated silos and lack integration into a complete system, performing suboptimally. In contrast, we demonstrate the efficient performance of a hardware/software co-design featuring accurate energy management and capturing the coupling between energy sources and sensed quantities. Installing a battery-operated system alongside also allows us to perform a comparative study of energy harvesting in a demanding setting. Albeit the latter reduces energy availability and thus lowers the data yield to about 22% of that provided by batteries, our system provides a comparable level of insight into environmental conditions and structural health of the site. Further, unlike existing energy-harvesting deployments that are limited to a few months of operation in the best cases, our system runs with zero maintenance since almost 2 years, including 3 months of site inaccessibility due to a COVID19 lockdown

Ort, förlag, år, upplaga, sidor
Association for Computing Machinery, Inc , 2020. s. 368-381
Nyckelord [en]
energy harvesting, intermittent computing, low-power hardware, Electric batteries, Embedded systems, Energy efficiency, Energy management, Hardware-software codesign, Kinetic energy, Kinetics, Archaeological site, Battery-operated systems, Comparative studies, Design and evaluations, Energy availability, Environmental conditions, Lowpower hardware, Structural health
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Naturvetenskap
Identifikatorer
URN: urn:nbn:se:ri:diva-51701DOI: 10.1145/3384419.3430722Scopus ID: 2-s2.0-85097519446ISBN: 9781450375900 (tryckt)OAI: oai:DiVA.org:ri-51701DiVA, id: diva2:1515130
Konferens
18th ACM Conference on Embedded Networked Sensor Systems, SenSys 2020, 16 November 2020 through 19 November 2020
Anmärkning

Funding details: Stiftelsen för Strategisk Forskning, SSF; Funding details: Google; Funding text 1: The hardware schematics and application code for the three design iterations are available [2] for the community to build on. Acknowledgments. We thank the shepherd and reviewers for the feedback received on the initial submission. This work was supported partly by the Google Faculty Award programme and by the Swedish Foundation for Strategic Research (SSF).

Tillgänglig från: 2021-01-08 Skapad: 2021-01-08 Senast uppdaterad: 2025-09-23Bibliografiskt granskad

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Mottola, Luca

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