The error coupling analysis is important for machining accuracy of thinwalled parts. However, most of the error coupling analysis methods only based on multiple error sources with a single feature, without considering the coupling relationship of these errors between features. This paper no longer focuses on analyzing the machining error of a single feature, but discusses the error coupling phenomenon between each other and interrelated features. First, interactive factors during machining multiple features are analyzed. Subsequently, according to the main interactive factors, the models about geometric interaction and machining interaction of multi feature processing are established. Afterwards, based on the comprehensive error model obtained through the transformation of the coordinate systems, an efficient error control method of multi feature thin-walled parts is proposed. Finally, the approach has been validated through an illustrative case study using a sample part with complex machining features.