Projekteja vuodessa
Abstrakti
What we eat and drink has a significant impact on our health. Unfortunately, anything we eat and drink increasingly contains micro-plastics, tiny fragments of plastic material that result from erosion of plastic objects. Indeed, estimates suggest that humans can ingest up to a credit card worth of micro-plastics each week. We contribute a novel wearable system for detecting the presence of micro-plastics in food and drink containers using optical sensing, low-cost micro-controllers, and signal processing techniques that analyze the contents of the containers. We validate our approach through benchmarks using different plastic materials and concentrations, demonstrating that our approach can identify micro-plastics with over 91% accuracy and classify the type of plastic with over 88% accuracy. Our solution offers an innovative yet low-cost pervasive sensing method for improving food safety and detecting containers that are dangerous to use or otherwise faulty.
Alkuperäiskieli | englanti |
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Otsikko | Proceedings of the 25th International Workshop on Mobile Computing Systems and Applications |
Kustantaja | The Association for Computing Machinery |
Julkaisupäivä | helmik. 2024 |
Sivut | 93–98 |
ISBN (elektroninen) | 979-8-4007-0497-0 |
DOI - pysyväislinkit | |
Tila | Julkaistu - helmik. 2024 |
OKM-julkaisutyyppi | A4 Artikkeli konferenssijulkaisuussa |
Tapahtuma | The 25th International Workshop on Mobile Computing Systems and Applications - San Diego, Yhdysvallat (USA) Kesto: 28 helmik. 2024 → 29 helmik. 2024 Konferenssinumero: 25 |
Tieteenalat
- 113 Tietojenkäsittely- ja informaatiotieteet
Projektit
- 1 Aktiivinen
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Foundations of Pervasive Sensing Systems
Nurmi, P. (Principal Investigator)
01/09/2021 → 31/08/2025
Projekti: Suomen Akatemia: Akatemiahanke