Prevent ANFIS from negative and unrealistic output in load prediction

Hi all, I am a new user of ANFIS and I have been facing some problems in prediction of electric load from ANFIS. Some of outputs my output (loads predicted) are negatives or too much different from the trained values. Thank you in advance and I am looking forward your kind reply. My sincerely; HS