The method for producing potassium clavulanate by solid-state continuous fermentation involving inert carrier adsorption in the present invention: the Streptomyces clavulus seed liquid and the Streptomyces clavulus fermentation medium are dispersed from the top of the fermenter through a distribution plate and flow down to the inert carrier successively, and the seed liquid is filled in In the carrier, the fermentation medium is covered on the carrier to form a liquid film, and the mycelium of the seed liquid grows and reproduces on the liquid film to produce fermentation metabolites. At the same time, sterile air flows from the bottom of the tank through the distribution plate to provide oxygen for fermentation; Adding and overloading of carrier adsorption, fermentation metabolites flow out of the tank; then exchanged with basic anion resin, 5 times the amount of resin containing 1.5% lithium chloride 95% ethanol solution to obtain potassium clavulanate; fermentation process The medium fermentation medium is continuously pumped in and out, and the fermentation metabolites can be continuously obtained with only one inoculation of the strain, realizing continuous fermentation; the fermentation process does not need to be stirred, the heat and mass transfer is good, and the energy consumption is low. Potassium clavulanate has a high yield.