Introduction  China′s offshore wind power industry has entered a period of rapid development. How to innovate project development and management models and effectively deal with issues such as high cost, multiple interfaces, and long construction schedules to achieve cost reduction and efficiency enhancement are important for promoting the healthy and rapid development of the offshore wind power industry.

  Method  This paper applies the concept of ecosystem to offshore wind farm project development to construct an offshore wind power project ecosystem whose core is building a wind farm neural network, improve the overall associated efficiency, and achieve the goal of optimal development of offshore wind farms. Using the AHP to quantitatively analyze the weight of the system′s impact factors.

  Result  Through the construction of an offshore wind farm ecosystem, offshore wind farms have the ability to quickly collect, store, share, analyze information and perform feedback regulation, reduce costs and increase efficiency, and enhance the stability of wind farms.

  Conclusion  The introduction of the ecosystem has provided new ideas for the development and management of offshore wind farm projects. With the help of cutting-edge technologies such as artificial intelligence, offshore wind farm ecosystems will be continuously improved and widely used.