Hi @lehaofeng : The Chi-squared distribution is a special case of the Gamma distribution.
Statistical Details for Continuous Fit Distributions (jmp.com)
So, you could start via trying to fit a Gamma distribution. If it doesn't fit a Gamma, then it can't be a Chi-squared. If, however, it is Gamma...then it might be Chi-Squared. Try that then come back.