The deficiencies of conventional battery-based sensors such as limited lifetime, risk of environmental pollution, and low device maintainability [6,7] have been gradually exposed to be insufficient to settle down the explosive increase of these decentralized sensors. Thus, self-powered technology that harvests environmental energy as sustainable power supply has become an attractive and sustainable solution to the restraints of conventional power supply. [8][9][10][11] Among all types of ambient energy, wind energy is regarded as the most ubiquitous and sustainable energy source in our daily life with huge quantities. [12][13][14][15] Traditionally, the wind energy generally refers to medium and strong winds with wind speeds over 4.0 m s −1 , which is an efficient working range for most of wind harvesting technologies. [16][17][18][19] However, the global average wind speed near the surface with an observation altitude of 10 m in height is reported to be 3.28 m s −1 , [10,18] which implies the inadequate utilization of the most prevalent wind energy resources in low wind speed by current technology. In decades, wind power generations with electromagnetic generators (EMGs) have been widely used in the wind farm, [20,21] but still difficult to apply in distributed miniature power supply for their bulky and heavy inherent A triboelectric nanogenerator (TENG) based self-powered system for wind energy harvesting introduces a desirable solution to alleviate the expanding energy supply concerns in the development of the internet of things. In this work, an auto-switching self-powered system based on a dual-rotation shaft TENG (D-TENG) is reported to effectively harvest wind energy over a broad-band wind speed (2.2-16 m s −1 ). The D-TENG is designed in a concentric dual-rotation shaft structure, in which two independent TENGs with different shapes, sizes, and arm lengths of wind cups are rationally coupled. The integration of the two TENGs with varied structural parameters achieves mutual compensation of their own merits, enabling the whole system to have preferable aerodynamics and high energy conversion efficiency over a broad range of wind speeds. Moreover, an electromagnetic generator (EMG) with the same energy collection module is also fabricated for a comparison with TENG in the start-up properties and average output power. Furthermore, a packaged self-powered system is demonstrated for simulated wind energy harvesting, while the charging characteristics are also discovered. The proposed TENG renders a more efficient technique for energy harvesting and greatly expands its potential in the large-scale wind energy harvesting that can be attributed to the multi-stage strategy.