The potential of the least-exploited date pam waste was presented as feedstock for bio-oil production. The surface fibers of the date palm are widely available as waste material in the Gulf region, the Middle East, and Africa. Chemical composition analysis and physiochemical characterization showed that surface fibers are valuable feedstock for energy production. Surface fibers were analyzed thermogravimetrically at different heating rates (10, 20, and 30 °C /min) in an inert atmosphere. Decomposition was carried out in three stages: dehydration, devolatilization, and solid combustion. Kinetic analysis was performed on the devolatilization region using the Coats�Redfern model�fitting method using twenty�one reaction mechanisms from four different solid-state reaction mechanisms. Two diffusion models: one�way transport (g(x) = α2) and Valensi equation (g(x) = α+(1-α) � ln(1-α)) showed the highest regression coefficient (R2) with the experimental data. The activation energy (Ea) and the pre-exponential factor (A) was estimated to be 91.40 kJ/mol and 1.59 � 103 �29.39 � 103 min�1, respectively. The kinetic parameters were found to be dependent on the heating rate. The surface fibers' thermodynamic parameters �H, �G, and �S were 80�97, 151�164, and �0.17- �0.18 kJ/mol, respectively. This indicates that the pyrolysis of surface fibers is endothermal and not spontaneous. Since there is not much experimental work on the pyrolysis of surface fibers available in the literature, the reported results are crucial for designing the pyrolysis process. © 2022 Elsevier Ltd