Low-cost optical multi-wavelength sensor for accurate real-time state-of-charge monitoring in vanadium flow batteries
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.
Authors
- Ange Anicet Maurice
- Marcos Vera
- Pablo A. Prieto-Díaz
Publication Details
- Journal
- Advanced Sensor and Energy Materials
- Published
- 2026-02-06
- DOI
- https://doi.org/10.1016/j.asems.2026.100183
- Primary Topic
- Advanced battery technologies research
- Type
- article
- Field-Weighted Citation Impact
- 0.00