Automated Robotic Assembly Using a Vibratory Work Table: Optimal Tuning of Vibrators Based on the Taguchi Method
نویسندگان
چکیده
The goal of this paper is to perform complex assembly tasks, using a robot assisted by a multi-axis vibrator that reduces friction and avoids jamming. An experimentbased approach using the Taguchi Method is applied to the tuning of the vibrator. The vibrators are tuned so that effects of friction and stick-slip can be minimized. Using actual assembly data and an experimental analysis method, called Taguchi analysis, we obtain optimal settings for the vibrator through an iterative procedlure. The use of Taguchi Method is a new learning technique. The Taguchi Method has brought the true meaning of automation to reality by eliminating human intervention in operating the control console. A minimum number of tests or experiments are designed and conducted at each iteration, and the process is repeated until final results reach a satisfactory level. To evaluate performance, we use the root mean square of reaction force and moment during assembly, which indicates the magnitude of stick-slip and the effect of friction. The basic technique, a prototype system, and experimental results are presented in this paper. After we have proven the concept of using Taguchi Method as a new learning method, we then apply it, to two dimensional cable connector assembly. The experimental setup and results are also presented. Haruhiko Asada Thesis Supervisor: Haruhiko Asada Professor Mechanical Engineering, MIT
منابع مشابه
Error Recovery by the Use of Sensory Feedback and Reference Measurements for Robotic Assembly
Industrial robots need instrument or parts transport to do which requires coordinate to show the robot’s instrument, parts and body. When investigating the robot location, we are usually interested in measuring its location relative to a reference coordinate system. In this system it is attempted to make the assemble direction smaller by designing the sensor board and making use of an instrumen...
متن کاملMore efficiency in fuel consumption using gearbox optimization based on Taguchi method
Automotive emission is becoming a critical threat to today’s human health. Many researchers are studying engine designs leading to less fuel consumption. Gearbox selection plays a key role in an engine design. In this study, Taguchi quality engineering method is employed, and optimum gear ratios in a five speed gear box is obtained. A table of various gear ratios is suggested by design o...
متن کاملEXPERIMENTAL ANALYSIS OF CNC TURNING OF NYLON USING TAGUCHI METHOD
Manufacturing process frequently employs optimization of machining parameters in order to improve product quality as well as to enhance productivity. The material removal rate is a significant indicator of the productivity and cost efficiency of the process. Taguchi method has been implemented for assessing favorable (optimal) machining condition during the machining of nylon by considering thr...
متن کاملManipulation Control of a Flexible Space Free Flying Robot Using Fuzzy Tuning Approach
Cooperative object manipulation control of rigid-flexible multi-body systems in space is studied in this paper. During such tasks, flexible members like solar panels may get vibrated that in turn may lead to some oscillatory disturbing forces on other subsystems, and consequently produces error in the motion of the end-effectors of the cooperative manipulating arms. Therefore, to design and dev...
متن کاملDiscrete-time repetitive optimal control: Robotic manipulators
This paper proposes a discrete-time repetitive optimal control of electrically driven robotic manipulators using an uncertainty estimator. The proposed control method can be used for performing repetitive motion, which covers many industrial applications of robotic manipulators. This kind of control law is in the class of torque-based control in which the joint torques are generated by permanen...
متن کامل