In-Situ Identification and Concentration Detection of Microfluidic Liquid Using a Non-Contact Photoacoustic Sensing Approach
Microfluidic liquid samples are crucial in both biomedical and chemical engineering, however, their in-situ identification and testing remain a major challenge. Here, we developed a non-contact photoacoustic (PA) sensor for in-situ and real-time identification and concentration detection of substances in a microfluidic environment. The ultrasonic vibration of the microfluidic samples was generated by a free-space pulsed laser pump and detected by a non-contact laser Doppler vibrometer. The time- and frequency-domain responses of the PA signals were employed to achieve substance identification and concentration detection. Principal component analysis (PCA) and adaptive boosting (AdaBoost) algorithms were employed to extract the frequency-domain characteristics, and an identification accuracy of over 98% was achieved. Chemical samples down to the nanomolar (nM) level can be detected by analyzing either the time-domain or frequency-domain response. The proposed sensor with non-contact and fast detection provides a promising platform for in-situ and real-time monitoring of samples in microfluidic systems.
Authors
- Yuan Gong (ORCID: https://orcid.org/0000-0002-4537-0078)
- Mateusz Śmietana (ORCID: https://orcid.org/0000-0002-6774-2426)
- Yue Wang (ORCID: https://orcid.org/0000-0003-0098-5359)
- Shigui Xue
- Yunjiang Rao
- Dian MIAO
- Liheng YANG
- Xi YANG
- Zewen HAN
- Xiaoxiao CHEN
Institutions
- Sinopec (China) (CN)
- University of Electronic Science and Technology of China (CN)
- National Institute of Measurement and Testing Technology (CN)
- Institute of Microelectronics (CN)
- Ministry of Education and Child Care (CA)
Publication Details
- Journal
- Photonic Sensors
- Published
- 2026-02-09
- DOI
- https://doi.org/10.26599/phos.2026.9560003
- Primary Topic
- Photoacoustic and Ultrasonic Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China
- Ministry of Education of the People's Republic of China
- Fundamental Research Funds for the Central Universities