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IncuSense: IoT-Enabled Wireless Long-Term Multiparametric Cell Culture Incubator Monitoring System
Ankit Kumar1, Rushangi Patel1, Davis Johnson1
1Department of Biomedical Engineering, College of Engineering, Texas A&M University, 101 Bizzell Street, College Station, TX, 77843, USA.
Annals of Biomedical Engineering
|July 16, 2026
Summary
IncuSense is a wireless sensor platform that accurately monitors incubator conditions, improving experimental reproducibility. Its power-saving design ensures long-term stability and detects environmental fluctuations, crucial for in vitro research and new approach methods (NAMs).
Area of Science:
- Biotechnology
- Biomedical Engineering
- Environmental Monitoring
Background:
- Cell-culture incubators are vital for in vitro research but susceptible to environmental fluctuations, impacting experimental reproducibility and sample integrity.
- Current monitoring solutions often have limitations such as wired infrastructure, bulky components, and integration challenges.
Purpose of the Study:
- To develop IncuSense, a miniaturized, wireless, battery-powered platform for real-time monitoring of temperature, humidity, and CO2 in incubators.
- To address self-heating issues caused by continuous microcontroller operation and Wi-Fi power consumption.
- To validate the platform's accuracy, precision, and long-term stability for environmental standardization in biomedical workflows.
Main Methods:
- Integration of a photoacoustic NDIR sensor and microcontroller for data acquisition and wireless transmission.
- Implementation of an intermittent power-cycling strategy to reduce power consumption and mitigate self-heating.
- Benchmarking against NIST-traceable sensors and conducting a 100-day deployment in a CO2 incubator.
Main Results:
- The intermittent power-cycling strategy reduced average current draw by over 90-fold, suppressing thermal drift.
- IncuSense demonstrated high accuracy and precision in temperature, humidity, and CO2 measurements, comparable to NIST-traceable standards.
- The 100-day deployment confirmed long-term stability and the system's ability to detect transient environmental fluctuations.
Conclusions:
- IncuSense provides a compact, cost-effective, and adaptable solution for continuous, long-term environmental monitoring in incubators.
- The platform facilitates environmental standardization in biomedical and biomanufacturing workflows, supporting reproducible research and new approach methods (NAMs).
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