2019
DOI: 10.1177/1528083719858766
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Prediction method for offset compensation on three-dimensional mandrel with spatial irregular shape

Abstract: In this paper, trajectory control of arbitrary shape mandrel in three-dimensional circular braiding is studied. To obtain accurate trajectory, offset of mandrel is predicted and compensated for trajectory of mandrel. Firstly, the equation of the force of all yarns on three-dimensional mandrel is given. Then offset of mandrel in single layer braiding machine is analyzed via finite element software. Learning these data via back propagation neural network algorithm, offset of mandrel at each moment is derived. Th… Show more

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Cited by 6 publications
(10 citation statements)
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References 16 publications
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“…Monnot et al 17 established the braiding model suitable for the mandrel of non-axisymmetric geometric shape and bending center line, and completed the braiding with industrial robots. Zhuo et al 18 analyzed the offset of the mandrel after force in the braiding process by finite element method, and then compensated the robot end to improve the braiding accuracy, but it is difficult to transform the coordinate system of the mandrel with arbitrary curved three-dimensional complex component. Martinec et al 19 analyzed the process of the robot end clamping mandrel through the winding head in fiber winding, and obtained the trajectory of the robot during operation through calculation, but did not consider the situation that the mandrel section changed constantly.…”
Section: Prefacementioning
confidence: 99%
“…Monnot et al 17 established the braiding model suitable for the mandrel of non-axisymmetric geometric shape and bending center line, and completed the braiding with industrial robots. Zhuo et al 18 analyzed the offset of the mandrel after force in the braiding process by finite element method, and then compensated the robot end to improve the braiding accuracy, but it is difficult to transform the coordinate system of the mandrel with arbitrary curved three-dimensional complex component. Martinec et al 19 analyzed the process of the robot end clamping mandrel through the winding head in fiber winding, and obtained the trajectory of the robot during operation through calculation, but did not consider the situation that the mandrel section changed constantly.…”
Section: Prefacementioning
confidence: 99%
“…Mlýnek et al described an optimized winding process that was considered for the case of a generally 3D geometrically shaped frame having a constant circular cross-section of the frame [1,23]. The optimization, and also the control of robot trajectory in the fiber winding process, has been the topic of many studies for the accurate fabrication of composite frames [1,35,40,[42][43][44][45][46][47].…”
Section: Introductionmentioning
confidence: 99%
“…The advantages of robotic fiber over manual fiber windings (winding of fibers by production worker without the use of a robot or other textile machine) in the manufacturing process of composite frame were investigated by Shirinzadeh, et al [19]. It is proven that determining a correct off-line REE trajectory results in making high-quality winding of fibers onto a core frame during the production process of the polymer composite frame [3,4,16,20]. The process of trajectory calculation during the winding process for simple frame geometry in the form of two-and three-dimensional (2D and 3D) cases, is described elsewhere [21].…”
Section: Introductionmentioning
confidence: 99%
“…The optimization of robot trajectory in the fiber winding process is also addressed, in which graph theory is used to obtain the optimal robot trajectory as well as special algorithm such as genetic algorithm, harmony search and also Bézier curves [28][29][30][31][32]. A similar topic, however, focused rather on the study of trajectory control of an arbitrary shape winding mandrel in 3D circular braiding is explored in [20,23,27]. Sofi et al presented dry fiber winding possibilities and explanation of the most important processes of winding [22], and Polini et al pointed out that the tension of winding during robotic filament winding technology is a very important parameter that influences directly the defects and the mechanical property of composite [23].…”
Section: Introductionmentioning
confidence: 99%
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