Development of a Waterlily-Inspired Autonomous Cloud Connected Platform for Ca²⁺ Monitoring

Abstract

In this study, we developed an innovative water quality monitoring platform that enables cloud-based data transmission using a calcium ion-selective electrode. On-field measurement systems offer significant advantages for water quality monitoring, as they eliminate the need for laboratory infrastructure and associated logistics required by traditional methods. However, to achieve effective implementation with in situ measurement instruments such as sensors, challenges related to data transmission, energy supply, sampling, and field distribution need to be addressed. To this end, we designed a modular 3D-printed platform inspired by the waterlily, whose broad floating leaves offer natural stability on water surfaces. A custom microfluidic chip was produced to support sensor operation, and a micro-pump was integrated to sample and analyze water samples. We performed all system operations using software algorithms and electronic circuits developed in-house for overall control. The microfluidic system was optimized to enable efficient sampling and reliable delivery of water to the sensor for accurate measurement. The platform were carried out with low energy consumption, and low cost, while the data were successfully transmitted and stored in a cloud database.

Supplementary files

Article information

Article type
Paper
Submitted
04 Jul 2025
Accepted
01 Sep 2025
First published
03 Sep 2025

Anal. Methods, 2025, Accepted Manuscript

Development of a Waterlily-Inspired Autonomous Cloud Connected Platform for Ca²⁺ Monitoring

I. ağır, Anal. Methods, 2025, Accepted Manuscript , DOI: 10.1039/D5AY01095K

To request permission to reproduce material from this article, please go to the Copyright Clearance Center request page.

If you are an author contributing to an RSC publication, you do not need to request permission provided correct acknowledgement is given.

If you are the author of this article, you do not need to request permission to reproduce figures and diagrams provided correct acknowledgement is given. If you want to reproduce the whole article in a third-party publication (excluding your thesis/dissertation for which permission is not required) please go to the Copyright Clearance Center request page.

Read more about how to correctly acknowledge RSC content.

Social activity

Spotlight

Advertisements