An online sparse least square support vector regression and particle filter for remaining useful life prediction of capacitive-type pressure transducer

Journal of Physics Conference Series, Год журнала: 2025, Номер 2977(1), С. 012088 - 012088

Опубликована: Март 1, 2025

Abstract This paper proposes a novel online sparse least square support vector regression without bias for forecasting capacitive type pressure transducer remaining useful life prediction (RUL). The proposed approach is based on mechanism and statistical knowledge. impedance variables are applied to calibrate the correlation between capacitance capacity degradation resistance value improve precision. Furthermore, particle filter algorithm estimate fade parameters, then probability density function of predicted RUL obtained by Gaussian. Lastly, experimental results consider #5 #6. data set verifies hybrid prognostics strategy with high accuracy robust stability.

Язык: Английский

---

Complementary Metal–Oxide–Semiconductor-Based Magnetic and Optical Sensors for Life Science Applications

Sensors, Год журнала: 2024, Номер 24(19), С. 6264 - 6264

Опубликована: Сен. 27, 2024

Optical and magnetic sensing methods are integral to both research clinical applications in biological laboratories. The ongoing miniaturization of these sensors has paved the way for development point-of-care (PoC) diagnostics handheld devices, which crucial timely efficient healthcare delivery. Among various competing circuit technologies, CMOS (complementary metal–oxide–semiconductor) stands out due its distinct cost-effectiveness, scalability, high precision. By leveraging inherent advantages technology, recent developments optical biosensors have significantly advanced their application life sciences, offering improved sensitivity, integration capabilities, reduced power consumption. This paper provides a comprehensive review advancements, focusing on innovations CMOS-based transformative impact biomedical diagnostics.

Язык: Английский

---

Introduction to CMOS Sensors

Analog circuits and signal processing/Analog circuits and signal processing series, Год журнала: 2024, Номер unknown, С. 1 - 9

Опубликована: Ноя. 26, 2024

Язык: Английский

---

State-of -Art CMOS Biochip Technologies and Future Opportunities

Analog circuits and signal processing/Analog circuits and signal processing series, Год журнала: 2024, Номер unknown, С. 225 - 228

Опубликована: Ноя. 26, 2024

Язык: Английский

---