Abstract In response to the increasingly severe environmental challenges, the aviation industry is in urgent need of transforming towards sustainable development. This paper will explore the impact of the aviation industry on the environment and define the concept of "green aviation based on existing articles, research, surveys, and interviews with professionals. This paper then lists some main issues in achieving Green Aviation in the aviation industry and proposes and designs artificial-intelligence-based solutions for some issues and analyzes their feasibility, cost, andimpact