This invention relates to an optimization method for an organic,
environmentally friendly water-based fire extinguishing agent, belonging to the field of intelligent optimization technology for fire extinguishing agent formulations. The method parametrically models the fire extinguishing agent formulation and preparation process to construct a joint feasible domain; it establishes a comprehensive
performance function including extinguishing time,
cooling capacity,
smoke suppression index, and reignition probability, and simultaneously constructs a function including TOC, COD, and EC. 50 An
environmental risk function is derived based on VOC, organic
fluorine content, and bio-based proportion, with environmental thresholds as constraints. Mechanism consistency constraints such as
surface tension,
viscosity window, and lower bound of
cooling capacity are introduced. Through worst-case
robust optimization and an active sampling closed-loop update mechanism, stable performance optimization under low-temperature and brine environments is achieved. This method can obtain optimal fire extinguishing agent formulations and process parameters that combine environmental compliance,
smoke suppression and reignition resistance, and multi-condition adaptability, while meeting the requirements of
fluorine-free and high bio-based proportions.