The paper considers a chemostat model describing an activated sludge process in wastewater treatment. The model is assumed to be subject to environment noise in terms of both white noise and color noise. The paper fully characterizes the asymptotic behavior of the model that is a hybrid switching diffusion. We show that the long-term properties of the system can be classified using a value . More precisely, if , the bacteria in the sewage will die out, which means that the process does not operate. If , the system has an invariant probability measure to which the transition probability of the solution process converges exponentially fast. One of the distinctive contributions of this paper is that the critical case is considered. Numerical examples are given to illustrate our results.

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