Progress 11/15/23 to 11/14/24
Outputs Target Audience:Navajo students were trained in gas sensor research focusing on food safety and security, developing expertise in sensor reproducibility studies to ensure reliable and consistent performance. This training program emphasized studying research articles related to sensor fabrication techniques, data analysis, and quality control, equipping students with the skills needed for advanced sensor development. Their research efforts led to significant contributions in the field, culminating in two peer-reviewed publications highlighting their work on improving sensor reliability for detecting foodborne contaminants. This initiative advanced scientific knowledge and strengthened Navajo students' research capacity in sensor technology, fostering a pipeline to move forward and initiate research on future innovationsin food safety applications. Changes/Problems:WSU encountered problems with the inkjet printer and the control electronics. The inkjet printer was returned to Fujifilm, which took around three months to fix. Due to space constraints and an industry reset, the new printer is immediately unavailable for NTU and issubjected to optimization routines. Hence, some of the tasks proposed in the first year have been delayed. Therefore, the researchteam decided tohire more research students and assistants in 2025. What opportunities for training and professional development has the project provided?The PDs played an active role in the Sensors Division at the Electrochemical Society. The PDs and NTU students attended the 245th ECS meeting in San Francisco andthe ECS PRiME 2024 meeting. In addition, students from WSU and NTU have published their investigations in the ECS Sensors Plus journal. How have the results been disseminated to communities of interest?The research studies have been published in related journals. 2. P. K. Sekhar, W. Willey, M.Begay, B. Thomas, C. Woody, and T.Soundappan, "Sensor Reproducibility: Challenges and Potential Solutions", ECS Sensors Plus, (2025). 1. S.Kogularasu, B.Sriram, G-P.Chang-Chien, S-F.Wang, Ahammad, W.Billey, J.Platero, T.Soundappan, and P.Sekhar, "Advancements in Electrochemical Sensor Technology for Enhancing Food Safety and Security: A Review (Editor's Choice)," ECS Sensors Plus, 2, 020605 (2024). What do you plan to do during the next reporting period to accomplish the goals?The goals for the next reporting period include: - Coating the paper substrate to reduce humidity effects - Fabricating and testing devices to sense CO2 - Building infrastructure by purchasing an inkjet printer, a gas sensor fixture, and an automated gas dilution and dispensing system
Impacts What was accomplished under these goals?
In the first year, we investigated the impact of humidity and temperature cycling on the surface topography, printed functionality, and dimensional stability of paper substrate. Further, we explored how to build research capacity at NTU via infrastructure enhancement and training on sensor reproducibility. Highlighting the last three years, we reviewed the indispensable role of electrochemical sensors in boosting food safety and security and the need for ongoing innovation and cross-disciplinary cooperation to advance this area. With 90% relative humidity, the inkjet-printed device preserved electrical conductivity for two days. However, slight degradation was observed on the third day, necessitating a protective coating before building the sensor. Further, temperature cycling ( 1100F to 300F) revealed stability at high temperatures and fragility at low temperatures, indicating close monitoring of device performance at low temperatures. In terms of building capacity at minority-serving institutions, the PDs discussed (a) open source data management frameworks in alignment with Findability, Accessibility, Interoperability, and Reuse (FAIR) principles to facilitate sensor reproducibility; (b) suggestion for journals focused on sensors to incorporate a reproducibility editorial board and incentivization for data sharing; (c) practice of reproducibility by targeted focus issues; and (d) education of current and the next generation of diverse student and faculty community on FAIR principles. The PDs also investigated the importance of regulations and standardization in sensor adoption for food safety and security. Integrating computational tools, including artificial intelligence (AI) and machine learning algorithms, with sensor data revolutionizes the analysis and interpretation of complex datasets. This enables more accurate, reliable, and rapid detection of contaminants. Additionally, advances in microfluidics and lab-on-a-chip technologies drive the miniaturization and portability of sensors, enabling on-site testing and real-time monitoring without the need for specialized laboratory facilities.
Publications
- Type:
Peer Reviewed Journal Articles
Status:
Published
Year Published:
2024
Citation:
Kogularasu Sakthivel et al 2024 ECS Sens. Plus 3 020605
- Type:
Peer Reviewed Journal Articles
Status:
Published
Year Published:
2024
Citation:
Praveen Kumar Sekhar et al 2024 ECS Sens. Plus 3 046401
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