Optimized foamers for natural gas well deliquification: A statistical design approach

► We utilize Mixture Design method to optimize chemical foamers. ► Synergism and antagonism in formulations with many components are investigated. ► Models developed based on the DOE study are validated for performance predictions. ► CMC and molecular interaction of the binary mixtures agree well with their synergism.