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Taking the intelligent expert system of an agricultural company in internet of things in Beijing as an example, this paper discusses construction of a new generation of expert systems and its application.The paper describes the system structure of intelligent expert system and its 9 function modules.This system includes mainly three function modules as follows: the module of real-time environment display with function of showing the live video pictures and greenhouse environment parameters, the module of pest warning with function of warning pest outbreak probabilities,the module of vegetables mature degree with function of showing vegetables' mature degree number.The two main functions in the course of practical application are automatic alarm of system and management assistances.The article later makes a brief summary of the problems encountered by the expert system in the process of application and popularization.The paper last listed the cost reduction measures and the improvements to increase extension effect.