I. Introduction
Massive data collection and processing are fundamental to achieving smart grid functionality. By extensively collecting voltage and current data in the grid, the structure of the grid can be optimized, enabling online monitoring and fault diagnosis of the power system and equipment. Traditional voltage data collection primarily relies on voltage transformers, but these conventional devices have significant limitations: 1) They are bulky and difficult to install; 2) They are not cost-effective for wide-area distributed measurement due to high costs; 3) They have limited functionality, making it difficult to measure higher-order harmonic signals in the grid [1], [2]. To overcome these limitations, many new sensors have been proposed, with optical voltage sensors and coupled capacitor voltage sensors being quite common. Optical voltage sensors leverage the electro-optic effect and fiber optic technology, offering advantages such as a compact design, excellent frequency response, and superior insulation properties. However, the manufacturing complexity and high cost of optical components hinder large-scale production, and their long-term stability and reliability are low [3].