Self-powered gas sensors have developed as an advanced technology for identifying harmful gases and intensive care of gases in several environments, contributing to sustainable approaches and self-governing solutions for environmental, industrial, and safety applications. The recent years’ case studies were driven by the real-world application of their possible efficiency in diverse scenarios. The case studies determine the capability of self-powered gas sensors to nanoprobe gases, for example, H2, NO2, NOx, CO, CO2, SO2, and VOCs in industrial sceneries, urban environments, outdoor and indoor areas. The detectors trap energy from atmospheric gases, like vibrations, temperature oscillations, or airflow, to control their technique, eliminating the necessity for batteries or external control sources. The outcomes show that self-powered gas sensors propose specific and constant gas detection, assigning real-time intensive care and informing abilities. The case studies also highlight the assistance of self-powered gas sensors, reduced preservation cost-effectiveness, improved flexibility, and better-quality sustainability approaches. The discoveries of these case studies determine the probability of self-powered gas sensors transforming gas exposure and monitoring in many applications, flooring the way for further sustainable, well-organized, and advantageous Future Directions.