Today fused filament fabrication is one of the most widely used additive manufacturing techniques to manufacture high performance materials. This method entails a complexity associated with the selection of their appropriate manufacturing parameters. Due to the potential to replace poly-ether-etherketone in many engineering components, polyphenylene sulfide (PPS) was selected in this study as a base material for 3D printing. Using central composite design and response surface methodology (RSM), nozzle temperature (T), printing speed (S), and layer thickness (L) were systematically studied to optimize the output responses namely Young's modulus, tensile strength, and degree of crystallinity. The results showed that the layer thickness was the most influential printing parameter on Young's modulus and degree of crystallinity. According to RSM, the optimum factor levels were achieved at 338 C nozzle temperature, 30 mm/s printing speed, and 0.17 mm layer thickness. The optimized post printed PPS parts were then annealed at various temperatures to erase thermal residual stress generated during the printing process and to improve the degree of crystallinity of printed PPS's parts. Results showed that annealing parts at 200 C for 1 hr improved significantly the thermal, structural, and tensile properties of printed PPS's parts. K E Y W O R D S crystallization, glass transition, mechanical properties, thermal properties 1 | INTRODUCTION Fused deposition modeling (FDM), also called fused filament fabrication (FFF), is a very popular additive manufacturing (AM) technology for its simplicity and low investment costs. [1] It relies on the deposition of a liquefied thermoplastic polymer filament in a layer upon layer manner. The precise control of the extruder head enables direct fabrication of three-dimensional complex geometries from a computer-aided design (CAD) system. FFF often considers as a simple and efficient process to print commodity polymers, such as polylactic acid (PLA), acrylonitrile butadiene styrene, polycarbonate, and highdensity polyethylene due to their low cost and simple operation. [2-7] However, when applied to manufacture high performance thermoplastics (HPT), the FFF equipment faces a number of challenges to achieve optimized results for both material properties and part quality. Among these challenges, high melting temperature, large thermal expansion, and large temperature gradient are