Hydrogen energy, as a green, zero-carbon, clean secondary energy, has become an important medium for energy interconnection and a key vector for achieving China's "dual carbon" goals. However, hydrogen technology research, development, and industrial application in China are still in its infancy, and numerous technical problems across the whole industrial chain—such as hydrogen production, storage, transportation, and application—remain to be addressed. Green hydrogen production leverages China's advantages of abundant renewable energy such as wind and solar power to realize the coupled interaction between electricity and hydrogen energy across the source-grid-load systems, thereby enhancing the stable operation of the grid and supporting the large-scale development of renewable energy in China. The current status and development trend of the key technologies of green hydrogen production from various aspects such as hydrogen production, hydrogen storage, transportation, and application are investigated. Green hydrogen demonstrates extensive application scenarios, and producing hydrogen from surplus electricity generated by renewable energy such as wind and solar power is expected to become the mainstream hydrogen production method in the future. Based on the development of China's hydrogen energy industry, typical application scenarios and development recommendations are proposed to provide reference ideas for the development of green hydrogen production industry in China.