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This article considers a fuzzy adaptive event-triggered control design problem for electro-hydraulic systems. The addressed electro-hydraulic system contains immeasurable states and unknown nonlinear dynamics. Fuzzy logic systems (FLSs) are utilized to model the controlled electro-hydraulic system, and a state observer is formulated to get the estimations of the immeasurable states. Subsequently, a novel event-triggered strategy is introduced by using first-order filter technique, which can reduce the frequent updating of the voltage input. Then, by constructing composite Lyapunov functions, an observer-based fuzzy adaptive event-triggered control method is presented. The stability of the controlled electro-hydraulic system and the convergence of the tracking error are proved. Finally, the computer-simulated studies confirm the effectiveness of the presented control method.