The solid–liquid equilibrium solubility of DHA in thirteen pure solvents (methanol, ethanol, n-propanol, isopropanol, n-pentanol, ethyl formate, ethyl acetate, N, N-dimethyl acetamide (DMA), N, N-dimethyl formamide (DMF), acetonitrile, acetone, 2-butanone, dimethyl sulfoxide (DMSO)) was determined at temperatures ranging from 288.15–323.15 K under local atmosphere by gravimetric method. The experimental results showed that the solubility of DHA was positively correlated with the rising of temperatures. Five thermodynamic models, including Ideal model, Apelblat model, λh model, NRTL model and Wilson model, were employed to fit the experimental data and Wilson model provided a better correlation. The KAT-LSER model and molecular dynamic simulations were also carried out to investigate the effects of solvent–solute interactions on solubility. Furthermore, the thermodynamic properties of the dissolution process were calculated and the results argued a spontaneous, exothermic and entropy-driven process.