Methods for controlling the growth of bacteria in ethanol fermentation systems with antibiotic alternatives, namely stabilized oxidizers optionally in combination with nonoxidizing biocides, are described. The methods can provide improvements, such as increased ethanol yields with minimal carryover of biocide into co-products of the processes.