Recently, a reporter's tour of several wind turbine manufacturers unveiled significant shifts within the industry. Companies are no longer locked in a sole race for unit capacity; instead, they are prioritizing the enhancement of turbine reliability and the extension of service life. According to the '15th Five-Year Plan for Renewable Energy Development', by 2030, the average confidence output of wind and solar power across the nation must hit 8%, with newly constructed centralized renewable energy plants required to achieve no less than 10%. In response to this directive, integrated wind-storage systems have been rolled out on a large scale, while coordinated energy-computing strategies have emerged as a vital pathway for the consumption of renewable energy. Simultaneously, AI technology is being seamlessly integrated throughout the entire lifecycle of wind power, revolutionizing control, operations, maintenance, and power trading models. Industry insiders are of the opinion that the wind power sector is stepping into a new era, marked by reliability-driven foundations, the integration of multiple elements, and digitally fueled revenue growth.