Low-cost optical multi-wavelength sensor for accurate real-time state-of-charge monitoring in vanadium flow batteries
Abstract
We present a novel, low-cost optical sensor for accurate real-time monitoring of the state of charge (SoC) and total vanadium concentration in vanadium flow batteries. Using only six discrete wavelengths, the sensor achieves precision comparable to full-spectrum methods while significantly reducing equipment costs and complexity. A general deconvolution method is used to measure the SoC and the total vanadium concentration in both the negolyte and posolyte, with calibration covering concentrations from 1.21 to 1.82 mol/L. We achieve root mean square error (RMSE) values of 1.2% and 3.2% for the SoC, and 54 mmol/L and 97 mmol/L for the total vanadium concentration in the negolyte and posolyte, respectively, demonstrating excellent agreement with reference ultraviolet visible (UV-vis) data. In addition, a wavelength optimization study is proposed to determine the optimal number and placement of spectral channels, providing a basis for the design of tailored optical sensors for vanadium electrolytes.
Fields of Study & Subjects
Advanced battery technologies research
Advanced Battery Technologies Research
solar cell performance optimization
Publication details
- Journal / source
- Advanced Sensor and Energy Materials
- Publisher
- Elsevier BV
- Volume
- 5
- Issue
- 1
- Pages
- 100183–100183
- Publication date
- 6 February 2026
- Language
- EN