Optimal trajectory smoothing for direct energy deposition additive manufacturing processes. (December 2022)

• Record Type: Journal Article
• Authors: Perez, Emilio; Landers, Robert; Bristow, Douglas
• Is Part Of: Mechatronics. Volume 88(2022)
• Publication Date: 2022-12
• Subjects: Additive manufacturing -- Trajectory planning; Computer integrated manufacturing systems -- Periodicals; Flexible manufacturing systems -- Periodicals; Mechatronics -- Periodicals; Productique -- Périodiques; Fabrication, Systèmes flexibles de -- Périodiques; Mécatronique -- Périodiques; Computer integrated manufacturing systems; Flexible manufacturing systems; Mechatronics; Periodicals; 629.89
• DOI: 10.1016/j.mechatronics.2022.102910
• Languages: English
• ISSNs: 0957-4158

Abstract

Highlights: A trajectory smoothing method focusing on corners is proposed to decrease morphological errors in direct energy deposition additive manufacturing processes. The methodology allows the user to design a trade-off between velocity and contour errors by modifying optimization weights. Weighing velocity error more heavily than contour error led to a decrease in final time, velocity error, and morphological errors toward constant values while the contour error increased toward a constant value. As velocity error was weighted less heavily than contour error, the results approached constant deceleration/acceleration into/out of corners. When applied to direct metal deposition, the proposed method led to more even material deposition. Abstract: In free form additive manufacturing processes (e.g., metal blown powder, glass filament, ceramic paste extrusion), part quality depends on both the rate at which the part is built and where material is deposited. This creates a natural conflict between these two criteria at locations where the curvature of the programmed path is small, such as corners, because at these locations it is not possible to precisely follow the path without changing acceleration and, hence, varying the part build rate due to the variation in path velocity. In some additive manufacturing processes it is not possible to easily vary the material feed rate to maintain a constant part build rate when path velocity varies; thus, uneven material deposition occurs. In this work an optimal trajectory smoothing methodology is created that formulates the path following problem as an optimal dynamic system boundary value problem. The methodology naturally allows a trade-off between path following error and velocity error and is experimentally applied in a blown powder direct metal deposition additive manufacturing process. The results show that path and velocity errors increase as the corner angle decreases and the velocity entering the corner increases; however, they can be decreased by increasing the corner's leg length. Further, as the weight on velocity error increases, the velocity error, excess deposited material, and total print time decrease asymptotically while path error increases asymptotically.