Proximity Sensor for Textile Machinery: Enhancing Efficiency and Precision In the dynamic realm of textile manufacturing, where precision and efficiency are paramount, proximity sensors emerge as indispensable tools. These devices, strategically positioned near critical components like rollers, guides, and threading mechanisms, play a pivotal role in ensuring seamless operations. By harnessing advanced technologies such as capacitive, ultrasonic, or magnetic sensing, proximity sensors adeptly detect the presence and position of objects, threads, or machinery parts without physical contact. This capability is especially crucial during high-speed weaving or intricate pattern formation, where even minute deviations can lead to defects or downtime. One standout innovation in this space is the fabric-based multimodal flexible capacitive sensor (MFCS), which represents a significant leap forward in sensing technology. Developed through a collaborative effort between academia and industry, this sensor integrates seamlessly into textile machinery, enhancing its performance and reliability. Unlike conventional rigid sensors, MFCS leverages the unique properties of textile materials, offering unparalleled flexibility and conformability. Its multimodal design enables it to simultaneously monitor multiple parameters, including tension, proximity, and even environmental conditions, thereby providing comprehensive real-time feedback. The implications of MFCS for the textile industry are profound. By continuously monitoring critical parameters with high precision, it minimizes errors and optimizes production processes, leading to higher-quality output and reduced waste. Furthermore, its non-contact nature minimizes wear and tear on delicate fabrics and machinery components, extending their lifespan and reducing maintenance costs. The integration of MFCS paves the way for smarter, more adaptive manufacturing systems that can automatically adjust settings based on real-time data, ushering in a new era of efficiency and productivity in textile production. In conclusion, proximity sensors have become integral to the modern textile machinery landscape, enabling manufacturers to achieve levels of precision and efficiency previously unattainable. With ongoing advancements in sensor technology, particularly in the realm of multimodal sensing, the future holds exciting possibilities for further enhancing the performance and sustainability of textile manufacturing processes.