Study on Automatic Spray of Distribution Boom System of Truck- Mounted Concrete Pump

Size: px
Start display at page:

Download "Study on Automatic Spray of Distribution Boom System of Truck- Mounted Concrete Pump"

Transcription

1 The Open Mechanical Engineering Journal, 2008, 2, Open Acce Study on Automatic Spray of Ditribution Boom Sytem of Truck- Mounted Concrete Pump Shu-Wen Zhou, Li-Xin Guo * and Si-Qi Zhang College of Mechanical Engineering and Automation, Northeatern Univerity, Shenyang , China Abtract: Truck-mounted concrete pump have been adopted in many contruction project. However, the invetigation about the automatization or robotization of ditribution boom ytem of the truck-mounted concrete pump are very cattered. In thi tudy, a cheme of automatic concrete pray of the ditribution boom ytem of the truck-mounted concrete pump ha been preented and dicued. The concrete pray proce and the kinematic of the boom ection were analyzed including it invere kinematic problem. Tranient dynamic analyi wa performed to validate the effect of the new control ytem on the boom ytem bae on the flexible body co-imulation among ANSYS oftware, ADAMS oftware and Matlab/Simulink oftware. A three-dimenional imulation wa programmed to imitate the proce of automatic pray and verify the control algorithm. The imulation reult how that the ytem can pour concrete on a long narrow area automatically thereby atifying, and the trajectory movement of boom mechanim. Keyword: Concrete pump, boom ytem, automatic pray, co-imulation. INTRODUCTION The pumping of concrete i univerally accepted a one of the main method of concrete ditribution and placement in the field of contruction. A a favorable placing option, it provide advantage over other method uch a crane and kip, hoit and conveyor for building contruction. Therefore, the ue of concrete pump i increaing throughout the world, along with the pumping technologie, that are alo becoming more reliable. In order to improve working efficiency of concrete pumping, much attention ha been given to the automatization or robotization of the ditribution boom ytem of Truck-mounted concrete pump [1-7]. In many cae, pumping concrete automatically intead of manual operation will leen the operator labor intenity and dramatically increae the productivity (Fig. 1). However, for a atifactory implementation of automatic concrete ditribution there are many problem needed to be olved. For example, although a robotization to the ditribution Fig. (1). Pumping concrete for reidential project. *Addre correpondence to thi author at the College of Mechanical Engineering and Automation, Northeatern Univerity, Shenyang , China; lxguo@mail.neu.edu.cn X/08 boom ytem of concrete pump i not difficult in principle, it i not eay to eliminate the vibration problem during automatic concrete ditribution in practice [8, 9]. To olve thi problem, it need to ytemically conider the trajectory planning of precribed aignment, multi-body dynamic, 2008 Bentham Open

2 Ditribution Boom Sytem of Truck-Mounted Concrete Pump The Open Mechanical Engineering Journal, 2008, Volume 2 85 vibration of the boom ytem, dynamic control of kinematic and kinetic, etc. during the proce of automatic concrete ditribution. Therefore, in thi tudy, an automatic pray ytem of pumping concrete wa chemed. We ued finite element method, dynamic method, control method a well a their co-imulation by ANSYS oftware, ADAMS oftware and Matlab oftware to validate the effect of the whole ytem on the automatic praying of the ditribution boom pump. The reult might provide ueful reference for deign and development of the ditribution boom ytem of Truckmounted Concrete Pump. ANALYSES ON THE AUTOMATIC SPRAY SYSTEM Normally, the pump operator control the entire machine via a radio remote control unit. Thi include not only the movement of all ection (boom arm) of the multi-ection boom, but alo to the volume of concrete to be poured. Moreover, the control of operation equence i ubmitted to guarantee that the movement of every ection of boom and the location of ditributed concrete are a mooth a poible [7]. Traditionally, the boom control i accomplihed by uing a ingle joytick. In thi cae, a pump operator control each individual boom hydraulic cylinder and the lewing gear, preferably directly proportional, in order to ecure a precie poitioning of the end hoe, on the contruction ite [7]. Thi mean the operator ha to hift at leat five joytick in turn. However, to control the boom-end hoe move along a long narrow field under the operator manipulation i not an eay tak. It i almot impoible for an operator to control accurately and moothly the hoe end through a long linear narrow field. Therefore, a trong man i needed to arrange and regulate the end hoe poition, ince the end hoe i made of ynthetic rubber that can be bent. The automatic pray ytem wa developed to implify the pray operation in thi tudy. The pray operation proce i that in which the operator move the end hoe from one end of a wall (a precribed trajectory) to another end, i.e. from Point 1 to Point 2 (hown in Fig. (2)), and let the control ytem record the boom ection poture (relative rotational angle of every boom ection). Baed on the two end of the wall, the control ytem draw out a traight-line equation, i.e. the trajectory of the end hoe. Then the traight-line i divided into a number of ection and correpondingly, the poture of the boom i olved uing Jacobian peudoinvere algorithm. Finally, the boom mechanim, driven by a hydraulic ytem, can pour the wall automatically according to the olved poture one by one from the 2nd point to the 1t point. During praying operation of the concrete, the operator ha to adjut the boom movement tep and concrete flow velocity if neceary. About redundant robotic manipulator, different technique and criteria have been ued to reolve the redundancy, while optimizing certain objective. Method ued to reolve the redundancy of the manipulator include Jacobian peudoinvere algorithm [10, 11], ingular value decompoition [12, 13], damped leat-quare method [14, 15], joint torque optimization [16], minimal bae reaction [17], neural network [18, 19], and genetic algorithm [20], et al. The ingular value decompoition ha played an important part in olving invere kinematic problem of redundant robot manipulator [12, 13]. The damped leatquare method, which i baed on the ingular value decompoition, i an efficient method for eliminating numerical problem at the ingularitie [14, 15]. In thi paper, we aume that the motion poture planning of the boom mechanim during concrete pouring proce i defined within ingularity avoidance, therefore, the conventional method, Jacobian peudoinvere algorithm, i ued to reolve the redundancy of the boom mechanim, ince it i imple and effective. 2 nd point Fig. (2). Route of the end hoe. 1 t point KINEMATIC RESOLUTION OF THE REDUN-DANT BOOM SYSTEM A manipulator i aid to be redundant when the dimenion of the tak pace m i le than the dimenion of the joint pace n. In cae of a redundant manipulator, r = n-m (r 1) i the degree of redundancy [9, 10]. The concrete boom ytem can be conidered a a redundant manipulator, a hown in Fig. (3). It include four ection, four hydraulic cylinder and one turntable. All the ection are conidered a rigid bodie. In practice, there are mall flexural diplacement in all the ection, during praying proce of concrete. Thee diplacement can be compenated by the control ytem. For the multiple-arm boom ytem of a truck-mounted concrete pump, the end hoe poition i a function of joint variable of boom ection. The kinematic function i defined a: X = f ( ) (1) where X i the m 1 ( m = 3) poition vector of the end hoe, and i the n 1 ( n = 5) joint angle vector. n > m, in the cae of redundant manipulator. The differential kinematic function i given by X = J (2) where X i the 3 1 velocity vector of the end hoe, i the 5 1 joint velocity vector, and J i the 5 3 Jacobian matrix.

3 86 The Open Mechanical Engineering Journal, 2008, Volume 2 Zhou et al. Now, the deired trajectory in workpace i given a X (t) and we need to find the joint angle trajectory (t), correponding to X (t). We can obtain (t) by olving the following invere kinematic equation: + + = J X + ( I J J ) (3) where J + i a peudoinvere matrix, and i a vector of arbitrary joint velocitie projected in the null pace of J. We can reolve the redundancy by pecifying, o a to atify an additional contraint. Fig. (3). A four-ection boom ytem. For a line trajectory to be poured, the end hoe poition are definite beforehand. That i to ay, a erie of trajectory coordinate X i known, the trajectory coordinate X been correponding to the joint angle, and the joint angle can be olved by Equation (3). We utilize MATLAB oftware to calculate the joint angle and the boom trajectory, i hown in Fig. (4). In thi tudy, the motion poture planning of the boom mechanim during concrete pouring proce i defined, within ingularity avoidance. We aved five joint angle ( ) with repect to every tep (X) a data file, which will be ued in the next phae. In ADAMS, thee joint angle are imported and create five Spline (The Spline i a command of ADAMS and a twoorder Spline i ued in thi tudy). Thee Spline are applied to five revolution MOTION to control the boom movement. A hown in Fig. (5), the end hoe can move along the deired line. We alo produced five Spline by uing Meaure function on the joint (one rotational joint on the turn-table and four tranlational joint on the hydraulic cylinder). Thee Spline were exported into two column data file and will be imported into Matlab for co-imulation. DYNAMIC ANALYSIS USING ADAMS In order to verify the influence of new automatic pray ytem on the boom, we performed a dynamic analyi uing ADAMS and Simulink. The co-imulation method ued here i implemented by uing ADAMS/Control oftware for imulation of the mechanical ytem and MATLAB/Simulink for imulation of the hydraulic ytem. Generally, MATLAB/Simulink i alo ued to model the control concept, which can drive the dynamic characteritic of a ytem baed on enor feedback, while ADAMS i ued to model mechanical part of the ytem, that are influenced by their geometric tructure a well a external load and force impoed on them. The mechanical part of concrete boom ytem are hown in Fig. (5) and the hydraulic control ytem i hown in Fig. (6) [21-24]. 8 7 ) m ( t h g i e H Height (m) Length (m) Fig. (4). The movement poture of the boom ytem for a traight-line trajectory.

4 Ditribution Boom Sytem of Truck-Mounted Concrete Pump The Open Mechanical Engineering Journal, 2008, Volume 2 87 boom arm do not belong to geometrically imple tructure in a ene. It will produce wrong reult if we ue a box part to take the place of the boom arm. So, we have to create a flexible boom arm uing ANSYS. In ADAMS, flexible bodie are defined by importing the modal data, calculated by an external finite element program. A pecial data file (MNF file) i ued to tranfer frequency and amplitude data for a elected number of vibration mode, from a finite element code to ADAMS program. Craig Bampton mode, which are required for defining contraint connection to flexible bodie, are tranferred from the finite element code by defining mater node. For each mater node, contraint mode information i tored in the MNF file. Fig. (5). Kinematic imulation in ADAMS. In Fig. (6) there are four PitonRod and one Rotor. They were controlled by the five Spline data file. One drawback of the ADAMS program i that all component are aumed to be rigid. In the ADAMS program, tool to model component flexibility, exit only for geometrically imple tructure. To account for the flexibility of a geometrically complex component, ADAMS relie on the data tranferred from finite-element program uch a ANSYS. The ANSYS-ADAMS Interface i a tool provided by ANSYS by which the data can be tranferred from the ANSYS program to the ADAMS program [25-29]. To analyze the boom trength, we need to build flexible arm of the boom mechanim in ADAMS. Obviouly, the CREATING FLEXIBLE BODY Since the firt arm of the boom ytem i ubjected to the bigget load, we created a flexible arm in ANSYS to ubtitute the firt rigid arm for co-imulation in ADMAS. Becaue a flexible body analyi require a high performance on the PC, we only ued one flexible arm, the firt arm, i.e. in thi tudy. Element Type The element type will affect on the computation time and reult accuracy. For the boom ytem, the tructure i not very complicated o, we elect two olid type, SOLID45 and SOLID92 in ANSYS program, for different region of the firt arm of the boom ytem. PitonRod 1 Workpace 1 e1 Kr1 Gain 1 K T*T. 2+2*C*T+1 ServoValve 1 Q1 Kc 1 Tc 1 * Tc * Cc 1 *Tc 1+1 HydraulicCylinder 1 V1 1 X1 Integrator 1 Angle 1 PitonRod 2 Workpace 2 e2 Kr2 Gain 2 K T*T. 2+2*C*T+1 ServoValve 2 Q2 Kc 2 Tc 2 * Tc * Cc 2 *Tc 2+1 HydraulicCylinder 2 V2 1 X2 Integrator 2 Angle 2 PitonRod 3 Workpace 3 e3 Kr3 Gain 3 K T*T. 2+2*C*T+1 ServoValve 3 Q3 Kc 3 Tc 3 * Tc * Cc 3 *Tc 3+1 HydraulicCylinder 3 V3 1 Integrator 3 X3 Angle 3 PitonRod 4 Workpace 4 e4 Kr4 Gain 4 K T*T. 2+2*C*T+1 ServoValve 4 Q4 Kc 4 Tc 4 * Tc * Cc 4 *Tc 4+1 HydraulicCylinder 4 V4 1 X4 Integrator 4 Angle 4 Rotor Workpace 5 e5 Kr5 Gain 5 K T*T. 2+2*C*T+1 ServoValve 5 Q5 Kc 5 Tc 5 * Tc * Cc 5 *Tc 5+1 HydraulicMoto _ 1 _ Integrator 5 Angle 5 adam _ ub Fig. (6). The control cheme of Co-imulation in ADAMS and Matlab/Simulink.

5 88 The Open Mechanical Engineering Journal, 2008, Volume 2 Zhou et al. Material Property The boom of truck-mounted concrete pump i made of fine grained tructural teel, which i a kind of high trength teel. It material property i a follow, elatic modulu Pa, Poion ratio 0.3, denity kg/m 3 and tenile trength 800MPa. (including the load applied on five mater node in every time tep) i exported from ADAMS. Then the data file will be imported into ANSYS, to perform a tranient dynamic analyi to check the tre and train on the firt arm and will afford information to modify or optimize the tructure of the boom arm. Mater Node The mater node i the joint between the boom and other part, uch a hydraulic cylinder and the turntable. According to the contraint, load and driving force on the firt arm, five mater node are defined. Thee mater node ue MASS21 element with a tiny real contant and a huge elatic modulu. Mehing The firt arm i divided into nine part with workplane. The regular part are mehed with SOLID45 element, while the other are mehed with SOLID92 element. Thi method reduce element number dramatically and certainly ave computation time. The mehed model of the firt arm i hown in Fig. (7). The five pink area are rigid coupled area. Finally, uing ANSYS interface for ADAMS program, the firt arm model i exported into a MNF file. Fig. (7). Finite element model of the firt arm of the boom ytem. FLEXIBLE BODY SIMULATION The flexible arm i created in ADAMS by the neutral file imported from ANSYS, to replace the firt rigid arm. The boom movement i imulated again under the previou control SPLINE on the revolution MOTION, hown in Fig. (8). There i a light fluctuation on the end hoe trajectory ince the firt arm i replaced with a flexible body and it ha an inevitable vibration. In order to analyze accurately tre and train on the firt arm during automatically praying concrete, a load tep file Fig. (8). Kinematic imulation of the boom ytem with the flexible arm (the firt arm) in ADAMS. TRANSIENT DYNAMIC ANALYSIS IN ANSYS There are two method to ue the load file in ANSYS. One i to elect the load on the arm in the mot dangerou ituation and then to perform a tatic analyi and obtain the tre and train. Another i to carry on a tranient dynamic analyi with the load changed in tep, and then to predict the time hitory of tre and train. The former method i impractical becaue in a ene it i difficult to elect the mot dangerou ituation. So in thi paper, the latter method i applied to proce the load tep. In order to reduce the calculation, only the firt fifty load tep are imported into ANSYS and the load on five mater node are applied to five rotational joint, repectively. After the tranient dynamic analyi, we can view the reult in ANSYS potproceor. The relationhip between tre and timehitory i hown in Fig. (9) and equivalent tre on the econd load tep i hown in Fig. (10). In the potproceor of ANSYS, we find that the tre in the joint area i higher than that of other region with repect to every load tep. We elect a node in the high tre area and track the tre time-hitory. The reult i hown in Fig. (9). It how that in the beginning, the tre increae rapidly and reache the maximum at the econd tep, about 640MPa, and then gradually fall down and at the twentieth tep the tre tend to be teady, about 350MPa. The firtorder vibration frequency of the arm i 4.9Hz. The previou experiment tudie [8, 30] reported that the vibration frequency i 4.69Hz. According to the tre time-hitory, we load the equivalent tre on the firt arm at the econd tep, one of the mot dangerou ituation, a hown in Fig. (10). Fig. (10) we can find that the tre in mot area varie from 200MPa to 250MPa, except the joint area. The reference [30] alo reported the imilar tre value by experimental meaurement. Conidering that the arm model ha no fillet,

6 Ditribution Boom Sytem of Truck-Mounted Concrete Pump The Open Mechanical Engineering Journal, 2008, Volume Node tre (10 6 Pa) Node tre (10 6 Pa) Load tep (n) Fig. (9). The time-hitory curve of tre for a node on the flexible arm. Fig. (10). The equivalent tre ditribution of the firt arm in ANSYS. the number of imulation tep i le and in the beginning of loading, the arm motion acceleration i alo high, o, the maximum tre at the joint region hould be lower in the real arm. Therefore, the trength of the firt boom arm i within a permiible range. AUTOMATIC SPRAY SIMULATION Virtual reality i a technology, which allow a uer to interact with a model in a computer-imulated environment [31-36]. It i the reult of the combination of human imagination and electronic technologie. It provide people a ueful tool to tudy and examine a model or ytem before it i actually manufactured [37-39]. In order to verify the automatic pray ytem, we utilized virtual reality technology to imulate it in a three-dimenional environment. The imulation program wa developed with Viual C++ and OpenGL. The model of a truck-mounted concrete pump and it ditribution boom ytem wa deigned in 3DSMAX, and then wa imported into the program [40-42]. The final model

7 90 The Open Mechanical Engineering Journal, 2008, Volume 2 Zhou et al. of the truck-mounted concrete pump and it boom ytem are hown in Fig. (11). The object of thi imulation i to imitate the work proce of the concrete boom ytem. The default etting of thi ytem i a linear pray. In the firt tep, we can move the end hoe to a pecified poition through five croll bar in the left control panel in Fig. (12) and pre down the Record button. Secondly, we can move the end hoe to another end of the wall and record it. Now the control module ha recorded two key point of the trajectory line. After we preed the Pour button, the whole ytem begin to pour concrete automatically along the trajectory line. In Fig. (12), the red thin line i the predefined trajectory and the blue thick line i the actual trajectory. Thi Fig. (11). Truck-mounted concrete pump and it boom ytem in virtual reality environment. Fig. (12). Automatic pray ytem imulation in virtual reality environment.

8 Ditribution Boom Sytem of Truck-Mounted Concrete Pump The Open Mechanical Engineering Journal, 2008, Volume 2 91 imulation ytem can verify whether any interference occur between boom ection and whether the boom movement i mooth. The imulation reult how that the ytem can pour concrete on a long narrow field automatically, and the boom movement i mooth. CONCLUSIONS The automatic pray ytem of the ditribution boom ytem of the truck-mounted concrete pump ha been tudied and the kinematic redundancy i olved. A co-imulation method wa ued to check the dynamic repone of concrete pouring proce of the automatic pray ytem. Virtual reality technology wa ued to imulate the automatic pray proce. Baed on the dynamic load obtained from abovementioned analye, the finite element method wa ued to analyze the tructural trength of the boom ytem. Thee ytemic numerical imulation method will provide a trong aitance for the development of new concrete boom ytem. ACKNOWLEDGEMENTS Thank for the reearch grant from the Natural Science Foundation of Liaoning Province of China ( ), the National High-Tech Reearch Program (2007AA04Z442), the National Baic Reearch Program (2007CB210305) and the Scientific Reearch Foundation of China Potdoctor ( ). REFERENCES [1] T.H. Cooke, Concrete pumping and praying: A Practical Guide. Thoma Telford, [2] S.W. Zhou, G.Z. Zhang and S.Q. Zhang, Application of virtual reality on concrete pump car deign, Journal of Northeatern Univerity (Natural Science), Vol. 24, pp , Oct [3] M. Skibniewki, P. Derrington and C. Hendrickon, Deign Impact of Robotic Contruction Finihing Work, CAD and Robotic in Architectural and Contruction, pp , [4] L.X. Guo, G.Z. Zhang and J.K. Li, Approach to robotization of concrete boom truck for contruction, Machine Deign and Manufacturing Engineering, Vol. 29, pp.6-8, Mar [5] L.X. Guo, M.Y. Zhao, G.Z. Zhang and Y. Huang, Automtic pouring and imulation of boom ytem of concrete pump car, Journal of Northeatern Univerity Natural Science, Vol. 21, pp , Dec [6] L.X. Guo and M.Y. Zhao, A Parallel Search Genetic Algorithm Baed on Multi-Peak Value and Multi-Rule, Journal of Material Proceing Technology, Vol. 129, pp , July [7] H.Benckert, Mechydronic for boom control on truck mounted concrete pump, In Technical Sympoium Contruction Equipment Technology, 2003, pp [8] L.X. Guo, G.H. Zhang and B.F. Wang, Dynamic Analyi on Placing Boom Sytem of Truck Concrete Pump, Proceeding of International Conference on Vibration Engineering, 1998, pp [9] L.X. Guo, M.Y. Zhao, S.H. Chen, H.G. Wang, L.J. Fang and Z.G. Xu, Automatic planning to trajectory of operating area of redundant robot, Mechanical Science and Technology, Vol. 21, pp , Mar [10] R.V. Patel and F. Shadpey, Control of redundant robot manipulator: Theory and Experiment. Springer, [11] L. Sciavicco and B. Siciliano, Modeling and control of robot manipulator. McGraw-Hill, [12] A.A. Maciejewki and C.A. Klein, Singular value decompoition: Computation and application to robotic, International Journal of Robotic Reearch, Vol. 8, pp , Dec [13] C. Stefano, Singularity-robut tak-priority redundancy reolution for real-time kinematic control of robot manipulator, IEEE Tranaction on Robotic and Automation, Vol. 13, pp , Jun [14] Y. Nakamura and H. Hanafua, Invere kinematic olution with ingularity robutne for robot manipulator control, ASME Journal of Dynamic Sytem, Meaurement, and Control, Vol. 108, pp , Sep [15] A.A. Maciejewki and C.A. Klein, Numerical filtering for the operation of robotic manipulator through kinematically ingular configuration, Journal of Robotic Sytem, Vol. 5, pp , [16] J.M. Hollerbach, Redundancy reolution of manipulator through torque optimization, IEEE Journal of Robotic and Automation, Vol. 3, pp , [17] H.P. Lee, Motion with minimal bae reaction for redundant manipulator, Computer & Structure, Vol. 61, pp , Nov [18] Y.M. Li and S.H. Leong, Kinematic control of redundant manipulator uing CMAC neural network, in The 5th World Multiconference on Sytemic, Cybernetic and Informatic, pp , [19] S. Lee and R.M. Kil, Redundant arm kinematic control with recurrent loop, in Proceeding Neural Network, pp , [20] C. Nearchou, Solving the invere kinematic problem of redundant robot operating in complex environment via a modified genetic algorithm, Mechanim and Machine Theory, Vol. 33, pp , [21] MDI. Baic ADAMS Full Simulation Training Guide. Mechanical Dynamic Incorporated, [22] MDI. Baic ADAMS/Solver Training Guide. Mechanical Dynamic Incorporated, [23] MDI. ADAMS/Control Training. Mechanical Dynamic Incorporated, [24] M. Jelali and A. Kroll, Hydraulic Servo-Sytem: Modelling, Identification and Control. Springer, [25] ANSYS, Inc. Rigid Body Dynamic and the ANSYS-ADAMS Interface. ANSYS Advanced Analyi Technique Guide ANSYS Releae 10.0, [26] U. Kiencke, R. Majiad and S. Kramer, Modeling and performance analyi of a hybrid driver model, Control Engineering Practice, Vol. 7, pp , Aug [27] X.M. Zhang, C.J. Shao and A.G. Erdman, Active vibration controller deign and comparion tudy of flexible linkage mechanim ytem, Mechanim and Machine Theory, Vol. 37, pp , Sep [28] S.Q. Yuan, Q.Y. Xu and L. Zhang, Experiment on active vibration control of a flexible four-bar linkage mechanim, ASME Journal of Vibration and Acoutic, Vol. 122, pp , Jan [29] X.Y. Wang and K.M. Jame, A FEM model for active vibration control of flexible linkage, In Proceeding of the 2004 IEEE International Conference on Robotic & Automation, 2004, pp [30] L.X. Guo, Studie on robotization of concrete pump car, PhD diertation, Northeatern Univerity, China, [31] H.Z. Liu, Virtual deign. Mechanical Indutry Pre, 1999, pp [32] W. Ribarky, J. Bolter, A. Op den Boch and R. van Teylingen, Viualization and analyi uing virtual reality, IEEE Computer Graphic and Application, Vol. 14, pp , Jan [33] S. Brown, Real art and virtual reality, Computer Graphic, Vol. 31, pp , Nov [34] M. Dolinky, Creating art through virtual environment, Computer Graphic, Vol. 31, pp , Nov [35] S. Jayaram, H.I. Connacher and K.W. Lyon, Virtual aembly uing virtual reality technique, Computer-Aided Deign, Vol. 29, pp , Aug [36] J. Cook, R. Hubbold and M. Keate, Virtual reality for large-cale indutrial application, Future Generation Computer Sytem, Vol. 14, pp , Aug [37] J. Nomura and K. Sawada, Virtual reality technology and it indutrial application, Annual Review in Control, Vol. 25, pp , Oct [38] S.A. Gome and G. Zachmann, Virtual reality a a tool for verification of aembly and maintenance procee, Computer and Graphic, Vol. 23, pp , June [39] A. Van Dam, D.H. Laidlaw and R.M. Simpon, Experiment in Immerive Virtual Reality for Scientific Viualization, Computer and Graphic, Vol. 26, pp , Aug [40] B. Korve and M. Loftu, Deigning an immerive virtual reality interface for layout planning, Journal of Material Proceing Technology, Vol. 107, pp , Nov 2000.

9 92 The Open Mechanical Engineering Journal, 2008, Volume 2 Zhou et al. [41] G.Z. Fei, L. Qiao. Viual C advanced program technique-- OpenGL part. Beijing: China Railway Publihing Houe, [42] H.Y.K. Lau and K.L. Mak, A virtual deign platform for interactive product deign and viualization, Journal of Material Proceing Technology, Vol. 39, pp , Nov Received: November 21, 2007 Revied: April 23, 2008 Accepted: June 11, 2008 Zhou et al.; Licenee Bentham Open. Thi i an open acce article licened under the term of the Creative Common Attribution Non-Commercial Licene ( which permit unretricted, non-commercial ue, ditribution and reproduction in any medium, provided the work i properly cited.

Universität Augsburg. Institut für Informatik. Approximating Optimal Visual Sensor Placement. E. Hörster, R. Lienhart.

Universität Augsburg. Institut für Informatik. Approximating Optimal Visual Sensor Placement. E. Hörster, R. Lienhart. Univerität Augburg à ÊÇÅÍÆ ËÀǼ Approximating Optimal Viual Senor Placement E. Hörter, R. Lienhart Report 2006-01 Januar 2006 Intitut für Informatik D-86135 Augburg Copyright c E. Hörter, R. Lienhart Intitut

More information

Planning of scooping position and approach path for loading operation by wheel loader

Planning of scooping position and approach path for loading operation by wheel loader 22 nd International Sympoium on Automation and Robotic in Contruction ISARC 25 - September 11-14, 25, Ferrara (Italy) 1 Planning of cooping poition and approach path for loading operation by wheel loader

More information

Motion Control (wheeled robots)

Motion Control (wheeled robots) 3 Motion Control (wheeled robot) Requirement for Motion Control Kinematic / dynamic model of the robot Model of the interaction between the wheel and the ground Definition of required motion -> peed control,

More information

Keywords: Defect detection, linear phased array transducer, parameter optimization, phased array ultrasonic B-mode imaging testing.

Keywords: Defect detection, linear phased array transducer, parameter optimization, phased array ultrasonic B-mode imaging testing. Send Order for Reprint to reprint@benthamcience.ae 488 The Open Automation and Control Sytem Journal, 2014, 6, 488-492 Open Acce Parameter Optimization of Linear Phaed Array Tranducer for Defect Detection

More information

Kinematics Programming for Cooperating Robotic Systems

Kinematics Programming for Cooperating Robotic Systems Kinematic Programming for Cooperating Robotic Sytem Critiane P. Tonetto, Carlo R. Rocha, Henrique Sima, Altamir Dia Federal Univerity of Santa Catarina, Mechanical Engineering Department, P.O. Box 476,

More information

Laboratory Exercise 6

Laboratory Exercise 6 Laboratory Exercie 6 Adder, Subtractor, and Multiplier The purpoe of thi exercie i to examine arithmetic circuit that add, ubtract, and multiply number. Each type of circuit will be implemented in two

More information

ES205 Analysis and Design of Engineering Systems: Lab 1: An Introductory Tutorial: Getting Started with SIMULINK

ES205 Analysis and Design of Engineering Systems: Lab 1: An Introductory Tutorial: Getting Started with SIMULINK ES05 Analyi and Deign of Engineering Sytem: Lab : An Introductory Tutorial: Getting Started with SIMULINK What i SIMULINK? SIMULINK i a oftware package for modeling, imulating, and analyzing dynamic ytem.

More information

Distributed Packet Processing Architecture with Reconfigurable Hardware Accelerators for 100Gbps Forwarding Performance on Virtualized Edge Router

Distributed Packet Processing Architecture with Reconfigurable Hardware Accelerators for 100Gbps Forwarding Performance on Virtualized Edge Router Ditributed Packet Proceing Architecture with Reconfigurable Hardware Accelerator for 100Gbp Forwarding Performance on Virtualized Edge Router Satohi Nihiyama, Hitohi Kaneko, and Ichiro Kudo Abtract To

More information

Modeling of underwater vehicle s dynamics

Modeling of underwater vehicle s dynamics Proceeding of the 11th WEA International Conference on YTEM, Agio Nikolao, Crete Iland, Greece, July 23-25, 2007 44 Modeling of underwater vehicle dynamic ANDRZEJ ZAK Department of Radiolocation and Hydrolocation

More information

Finite Elements Method in Split Hopkinson Pressure Bar developing process

Finite Elements Method in Split Hopkinson Pressure Bar developing process 6th WSEAS International Conference on SYSTEM SCIENCE and SIMULATION in ENGINEERING, Venice, Italy, November 1-3, 007 63 Finite Element Method in Split Hopkinon Preure Bar developing proce ROTARIU ADRIAN

More information

Drawing Lines in 2 Dimensions

Drawing Lines in 2 Dimensions Drawing Line in 2 Dimenion Drawing a traight line (or an arc) between two end point when one i limited to dicrete pixel require a bit of thought. Conider the following line uperimpoed on a 2 dimenional

More information

NUMERICAL MODELING ON THE DAMPING CONTROL OF TLD STRUCTURE

NUMERICAL MODELING ON THE DAMPING CONTROL OF TLD STRUCTURE 4th International Conference on Earthquake Engineering Taipei, Taiwan October 12-13, 2006 Paper No. 183 NUMERICAL MODELING ON THE DAMPING CONTROL OF TLD STRUCTURE Han jun 1, Li Yingmin 2, Liu Liping 3,

More information

Stress-Blended Eddy Simulation (SBES) - A new Paradigm in hybrid RANS-LES Modeling

Stress-Blended Eddy Simulation (SBES) - A new Paradigm in hybrid RANS-LES Modeling Stre-Blended Eddy Simulation (SBES) - A new Paradigm in hybrid RANS-LES Modeling Menter F.R. ANSYS Germany GmbH Introduction It i oberved in many CFD imulation that RANS model how inherent technology limitation

More information

REVERSE KINEMATIC ANALYSIS OF THE SPATIAL SIX AXIS ROBOTIC MANIPULATOR WITH CONSECUTIVE JOINT AXES PARALLEL

REVERSE KINEMATIC ANALYSIS OF THE SPATIAL SIX AXIS ROBOTIC MANIPULATOR WITH CONSECUTIVE JOINT AXES PARALLEL Proceeding of the ASME 007 International Deign Engineering Technical Conference & Computer and Information in Engineering Conference IDETC/CIE 007 September 4-7, 007 La Vega, Nevada, USA DETC007-34433

More information

ANALYSIS OF PILE DRIVING IN VERTICAL AND HORIZONTAL DIRECTIONS USING A HYBRID MODEL

ANALYSIS OF PILE DRIVING IN VERTICAL AND HORIZONTAL DIRECTIONS USING A HYBRID MODEL ANALYSIS OF PILE DRIVING IN VERTICAL AND HORIZONTAL DIRECTIONS USING A HYBRID MODEL TATSUNORI MATSUMOTO i) PASTSAKORN KITIYODOM ii) EIJI KOJIMA iii) HIROMICHI KUMAGAI iv) SATOSHI NISHIMOTO v) and KOUICHI

More information

A New Approach to Pipeline FFT Processor

A New Approach to Pipeline FFT Processor A ew Approach to Pipeline FFT Proceor Shouheng He and Mat Torkelon Department of Applied Electronic, Lund Univerity S- Lund, SWEDE email: he@tde.lth.e; torkel@tde.lth.e Abtract A new VLSI architecture

More information

/06/$ IEEE 364

/06/$ IEEE 364 006 IEEE International ympoium on ignal Proceing and Information Technology oie Variance Etimation In ignal Proceing David Makovoz IPAC, California Intitute of Technology, MC-0, Paadena, CA, 95 davidm@ipac.caltech.edu;

More information

Advanced Encryption Standard and Modes of Operation

Advanced Encryption Standard and Modes of Operation Advanced Encryption Standard and Mode of Operation G. Bertoni L. Breveglieri Foundation of Cryptography - AES pp. 1 / 50 AES Advanced Encryption Standard (AES) i a ymmetric cryptographic algorithm AES

More information

Quadrilaterals. Learning Objectives. Pre-Activity

Quadrilaterals. Learning Objectives. Pre-Activity Section 3.4 Pre-Activity Preparation Quadrilateral Intereting geometric hape and pattern are all around u when we tart looking for them. Examine a row of fencing or the tiling deign at the wimming pool.

More information

How to Select Measurement Points in Access Point Localization

How to Select Measurement Points in Access Point Localization Proceeding of the International MultiConference of Engineer and Computer Scientit 205 Vol II, IMECS 205, March 8-20, 205, Hong Kong How to Select Meaurement Point in Acce Point Localization Xiaoling Yang,

More information

UNIAXIAL COMPRESSION TEST AND STRESS WAVE PROPAGATION MODELLING USING SPH

UNIAXIAL COMPRESSION TEST AND STRESS WAVE PROPAGATION MODELLING USING SPH Fifth International Conference on CFD in the Proce Indutrie CSIRO, Melbourne, Autralia - December UNIAXIAL COMPRESSION TEST AND STRESS WAVE PROPAGATION MODELLING USING SPH Rajarhi DAS and Paul W. CLEARY

More information

See chapter 8 in the textbook. Dr Muhammad Al Salamah, Industrial Engineering, KFUPM

See chapter 8 in the textbook. Dr Muhammad Al Salamah, Industrial Engineering, KFUPM Goal programming Objective of the topic: Indentify indutrial baed ituation where two or more objective function are required. Write a multi objective function model dla a goal LP Ue weighting um and preemptive

More information

A Study of a Variable Compression Ratio and Displacement Mechanism Using Design of Experiments Methodology

A Study of a Variable Compression Ratio and Displacement Mechanism Using Design of Experiments Methodology A Study of a Variable Compreion Ratio and Diplacement Mechanim Uing Deign of Experiment Methodology Shugang Jiang, Michael H. Smith, Maanobu Takekohi Abtract Due to the ever increaing requirement for engine

More information

Focused Video Estimation from Defocused Video Sequences

Focused Video Estimation from Defocused Video Sequences Focued Video Etimation from Defocued Video Sequence Junlan Yang a, Dan Schonfeld a and Magdi Mohamed b a Multimedia Communication Lab, ECE Dept., Univerity of Illinoi, Chicago, IL b Phyical Realization

More information

Routing Definition 4.1

Routing Definition 4.1 4 Routing So far, we have only looked at network without dealing with the iue of how to end information in them from one node to another The problem of ending information in a network i known a routing

More information

A Novel Grey-RSS Navigation System Design for Mobile Robots

A Novel Grey-RSS Navigation System Design for Mobile Robots A vel Grey-RSS Navigation Sytem Deign for Mobile Robot Albert Wen-Long Yao*,, Hin-Te Liao, and Shiou-De Chen Department of Mechanical and Automation Engineering, National Kaohiung Firt Univerity of Science

More information

Development of an atmospheric climate model with self-adapting grid and physics

Development of an atmospheric climate model with self-adapting grid and physics Intitute of Phyic Publihing Journal of Phyic: Conference Serie 16 (2005) 353 357 doi:10.1088/1742-6596/16/1/049 SciDAC 2005 Development of an atmopheric climate model with elf-adapting grid and phyic Joyce

More information

Aalborg Universitet. Published in: Proceedings of the Working Conference on Advanced Visual Interfaces

Aalborg Universitet. Published in: Proceedings of the Working Conference on Advanced Visual Interfaces Aalborg Univeritet Software-Baed Adjutment of Mobile Autotereocopic Graphic Uing Static Parallax Barrier Paprocki, Martin Marko; Krog, Kim Srirat; Kritofferen, Morten Bak; Krau, Martin Publihed in: Proceeding

More information

The Optimization Analysis of Navigation Performance and Structural Properties of the High-Speed Monohull Ship in River

The Optimization Analysis of Navigation Performance and Structural Properties of the High-Speed Monohull Ship in River Available online at www.ciencedirect.com Phyic Procedia 33 (2012 ) 833 839 2012 International Conference on Medical Phyic and Biomedical Engineering The Optimization Analyi of Navigation Performance and

More information

Design of a Stewart Platform for General Machining Using Magnetic Bearings

Design of a Stewart Platform for General Machining Using Magnetic Bearings eign of a Stewart Platform for eneral Machining Uing Magnetic earing Jeff Pieper epartment of Mechanical and Manufacturing Engineering Univerity of algary algary lberta anada N N4 pieper@ucalgary.ca Preented

More information

Performance of a Robust Filter-based Approach for Contour Detection in Wireless Sensor Networks

Performance of a Robust Filter-based Approach for Contour Detection in Wireless Sensor Networks Performance of a Robut Filter-baed Approach for Contour Detection in Wirele Senor Network Hadi Alati, William A. Armtrong, Jr., and Ai Naipuri Department of Electrical and Computer Engineering The Univerity

More information

Representations and Transformations. Objectives

Representations and Transformations. Objectives Repreentation and Tranformation Objective Derive homogeneou coordinate tranformation matrice Introduce tandard tranformation - Rotation - Tranlation - Scaling - Shear Scalar, Point, Vector Three baic element

More information

A METHOD OF REAL-TIME NURBS INTERPOLATION WITH CONFINED CHORD ERROR FOR CNC SYSTEMS

A METHOD OF REAL-TIME NURBS INTERPOLATION WITH CONFINED CHORD ERROR FOR CNC SYSTEMS Vietnam Journal of Science and Technology 55 (5) (017) 650-657 DOI: 10.1565/55-518/55/5/906 A METHOD OF REAL-TIME NURBS INTERPOLATION WITH CONFINED CHORD ERROR FOR CNC SYSTEMS Nguyen Huu Quang *, Banh

More information

A User-Attention Based Focus Detection Framework and Its Applications

A User-Attention Based Focus Detection Framework and Its Applications A Uer-Attention Baed Focu Detection Framework and It Application Chia-Chiang Ho, Wen-Huang Cheng, Ting-Jian Pan, Ja-Ling Wu Communication and Multimedia Laboratory, Department of Computer Science and Information

More information

Refining SIRAP with a Dedicated Resource Ceiling for Self-Blocking

Refining SIRAP with a Dedicated Resource Ceiling for Self-Blocking Refining SIRAP with a Dedicated Reource Ceiling for Self-Blocking Mori Behnam, Thoma Nolte Mälardalen Real-Time Reearch Centre P.O. Box 883, SE-721 23 Väterå, Sweden {mori.behnam,thoma.nolte}@mdh.e ABSTRACT

More information

A PROBABILISTIC NOTION OF CAMERA GEOMETRY: CALIBRATED VS. UNCALIBRATED

A PROBABILISTIC NOTION OF CAMERA GEOMETRY: CALIBRATED VS. UNCALIBRATED A PROBABILISTIC NOTION OF CAMERA GEOMETRY: CALIBRATED VS. UNCALIBRATED Jutin Domke and Yianni Aloimono Computational Viion Laboratory, Center for Automation Reearch Univerity of Maryland College Park,

More information

AN ALGORITHM FOR RESTRICTED NORMAL FORM TO SOLVE DUAL TYPE NON-CANONICAL LINEAR FRACTIONAL PROGRAMMING PROBLEM

AN ALGORITHM FOR RESTRICTED NORMAL FORM TO SOLVE DUAL TYPE NON-CANONICAL LINEAR FRACTIONAL PROGRAMMING PROBLEM RAC Univerity Journal, Vol IV, No, 7, pp 87-9 AN ALGORITHM FOR RESTRICTED NORMAL FORM TO SOLVE DUAL TYPE NON-CANONICAL LINEAR FRACTIONAL PROGRAMMING PROLEM Mozzem Hoain Department of Mathematic Ghior Govt

More information

np vp cost = 0 cost = c np vp cost = c I replacing term cost = c+c n cost = c * Error detection Error correction pron det pron det n gi

np vp cost = 0 cost = c np vp cost = c I replacing term cost = c+c n cost = c * Error detection Error correction pron det pron det n gi Spoken Language Paring with Robutne and ncrementality Yohihide Kato, Shigeki Matubara, Katuhiko Toyama and Yauyohi nagaki y Graduate School of Engineering, Nagoya Univerity y Faculty of Language and Culture,

More information

Image authentication and tamper detection using fragile watermarking in spatial domain

Image authentication and tamper detection using fragile watermarking in spatial domain International Journal of Advanced Reearch in Computer Engineering & Technology (IJARCET) Volume 6, Iue 7, July 2017, ISSN: 2278 1323 Image authentication and tamper detection uing fragile watermarking

More information

A Practical Model for Minimizing Waiting Time in a Transit Network

A Practical Model for Minimizing Waiting Time in a Transit Network A Practical Model for Minimizing Waiting Time in a Tranit Network Leila Dianat, MASc, Department of Civil Engineering, Sharif Univerity of Technology, Tehran, Iran Youef Shafahi, Ph.D. Aociate Profeor,

More information

An Active Stereo Vision System Based on Neural Pathways of Human Binocular Motor System

An Active Stereo Vision System Based on Neural Pathways of Human Binocular Motor System Journal of Bionic Engineering 4 (2007) 185 192 An Active Stereo Viion Sytem Baed on Neural Pathway of Human Binocular Motor Sytem Yu-zhang Gu 1, Makoto Sato 2, Xiao-lin Zhang 2 1. Department of Advanced

More information

FPGA Implementation of Closed Loop Control of Pan Tilt Mechanism

FPGA Implementation of Closed Loop Control of Pan Tilt Mechanism IJCTA, 9(39), 206, pp. 295-302 International Science Pre Cloed Loop Control of Soft Switched Forward Converter Uing Intelligent Controller 295 FPGA Implementation of Cloed Loop Control of Pan Tilt Mechanim

More information

Integrated Single-arm Assembly and Manipulation Planning using Dynamic Regrasp Graphs

Integrated Single-arm Assembly and Manipulation Planning using Dynamic Regrasp Graphs Proceeding of The 2016 IEEE International Conference on Real-time Computing and Robotic June 6-9, 2016, Angkor Wat, Cambodia Integrated Single-arm Aembly and Manipulation Planning uing Dynamic Regrap Graph

More information

Computer Aided Drafting, Design and Manufacturing Volume 25, Number 3, September 2015, Page 10

Computer Aided Drafting, Design and Manufacturing Volume 25, Number 3, September 2015, Page 10 Computer Aided Drafting, Deign and Manufacturing Volume 5, umber 3, September 015, Page 10 CADDM Reearch of atural Geture Recognition and Interactive Technology Compatible with YCbCr and SV Color Space

More information

Three-dimensional CFD simulation of solid-liquid two-phase flow in the pumping station forebay with sills

Three-dimensional CFD simulation of solid-liquid two-phase flow in the pumping station forebay with sills IOP Conference Serie: Earth and Environmental Science Three-dimenional CFD imulation of olid-liquid two-phae flow in the pumping tation forebay with ill To cite thi article: Z H Mi et al 2012 IOP Conf.

More information

Multi-Target Tracking In Clutter

Multi-Target Tracking In Clutter Multi-Target Tracking In Clutter John N. Sander-Reed, Mary Jo Duncan, W.B. Boucher, W. Michael Dimmler, Shawn O Keefe ABSTRACT A high frame rate (0 Hz), multi-target, video tracker ha been developed and

More information

step. J.N. Fernando, J. Kriegseis and D.E. Rival

step. J.N. Fernando, J. Kriegseis and D.E. Rival On the eparated region behind a confined backward-facing tep J.N. Fernando, J. Kriegei and D.E. Rival Department of Mechanical and Manufacturing Engineering, Univerity of Calgary, Calgary, AB, Canada T2N

More information

Key Terms - MinMin, MaxMin, Sufferage, Task Scheduling, Standard Deviation, Load Balancing.

Key Terms - MinMin, MaxMin, Sufferage, Task Scheduling, Standard Deviation, Load Balancing. Volume 3, Iue 11, November 2013 ISSN: 2277 128X International Journal of Advanced Reearch in Computer Science and Software Engineering Reearch Paper Available online at: www.ijarce.com Tak Aignment in

More information

Analysis of slope stability

Analysis of slope stability Engineering manual No. 8 Updated: 02/2016 Analyi of lope tability Program: Slope tability File: Demo_manual_08.gt In thi engineering manual, we are going to how you how to verify the lope tability for

More information

SLA Adaptation for Service Overlay Networks

SLA Adaptation for Service Overlay Networks SLA Adaptation for Service Overlay Network Con Tran 1, Zbigniew Dziong 1, and Michal Pióro 2 1 Department of Electrical Engineering, École de Technologie Supérieure, Univerity of Quebec, Montréal, Canada

More information

KINEMATIC BENDING OF FIXED-HEAD PILES IN NON- HOMOGENEOUS SOIL

KINEMATIC BENDING OF FIXED-HEAD PILES IN NON- HOMOGENEOUS SOIL KINEMATIC BENDING OF FIXED-HEAD PILES IN NON- HOMOGENEOUS SOIL Raffaele Di Laora Univerity of Napoli Parthenope raffaele.dilaora@uniparthenope.it Emmanouil Rovithi Intitute of Engineering Seimology and

More information

UC Berkeley International Conference on GIScience Short Paper Proceedings

UC Berkeley International Conference on GIScience Short Paper Proceedings UC Berkeley International Conference on GIScience Short Paper Proceeding Title A novel method for probabilitic coverage etimation of enor network baed on 3D vector repreentation in complex urban environment

More information

DAROS: Distributed User-Server Assignment And Replication For Online Social Networking Applications

DAROS: Distributed User-Server Assignment And Replication For Online Social Networking Applications DAROS: Ditributed Uer-Server Aignment And Replication For Online Social Networking Application Thuan Duong-Ba School of EECS Oregon State Univerity Corvalli, OR 97330, USA Email: duongba@eec.oregontate.edu

More information

A System Dynamics Model for Transient Availability Modeling of Repairable Redundant Systems

A System Dynamics Model for Transient Availability Modeling of Repairable Redundant Systems International Journal of Performability Engineering Vol., No. 3, May 05, pp. 03-. RAMS Conultant Printed in India A Sytem Dynamic Model for Tranient Availability Modeling of Repairable Redundant Sytem

More information

Compressed Sensing Image Processing Based on Stagewise Orthogonal Matching Pursuit

Compressed Sensing Image Processing Based on Stagewise Orthogonal Matching Pursuit Senor & randucer, Vol. 8, Iue 0, October 204, pp. 34-40 Senor & randucer 204 by IFSA Publihing, S. L. http://www.enorportal.com Compreed Sening Image Proceing Baed on Stagewie Orthogonal Matching Puruit

More information

else end while End References

else end while End References 621-630. [RM89] [SK76] Roenfeld, A. and Melter, R. A., Digital geometry, The Mathematical Intelligencer, vol. 11, No. 3, 1989, pp. 69-72. Sklanky, J. and Kibler, D. F., A theory of nonuniformly digitized

More information

Modelling the impact of cyber attacks on the traffic control centre of an urban automobile transport system by means of enhanced cybersecurity

Modelling the impact of cyber attacks on the traffic control centre of an urban automobile transport system by means of enhanced cybersecurity Modelling the impact of cyber attack on the traffic control centre of an urban automobile tranport ytem by mean of enhanced cyberecurity Yoana Ivanova 1,* 1 Bulgarian Academy of Science, Intitute of ICT,

More information

CENTER-POINT MODEL OF DEFORMABLE SURFACE

CENTER-POINT MODEL OF DEFORMABLE SURFACE CENTER-POINT MODEL OF DEFORMABLE SURFACE Piotr M. Szczypinki Iintitute of Electronic, Technical Univerity of Lodz, Poland Abtract: Key word: Center-point model of deformable urface for egmentation of 3D

More information

Loop Forming Snake-like Robot ACM-R7 and Its Serpenoid Oval Control

Loop Forming Snake-like Robot ACM-R7 and Its Serpenoid Oval Control The 21 IEEE/RSJ International Conference on Intelligent Robot and Sytem October 18-22, 21, Taipei, Taiwan Loop Forming Snake-like Robot ACM-R7 and It Serpenoid Oval Control Taro Ohahi, Hiroya Yamada and

More information

Trajectory Generation and Control of a 9 axis CNC Micromachining Center

Trajectory Generation and Control of a 9 axis CNC Micromachining Center Trajectory Generation and Control of a 9 axi CNC Micromachining Center A. Yuen, Y. Altinta (1)* Manufacturing Automation Laboratory, Department of Mechanical Engineering, The Univerity of Britih Columbia,

More information

Maximum Feedrate Interpolator for Multi-axis CNC Machining with Jerk Constraints

Maximum Feedrate Interpolator for Multi-axis CNC Machining with Jerk Constraints Maximum Feedrate Interpolator for Multi-axi CNC Machining with Jerk Contraint Xavier Beudaert, Sylvain Lavernhe, Chritophe Tournier To cite thi verion: Xavier Beudaert, Sylvain Lavernhe, Chritophe Tournier.

More information

x y z Design variable positions A

x y z Design variable positions A COMMUNICATIONS IN NUMERICAL METHODS IN ENGINEERING Commun. Numer. Meth. Engng 2001 00:1{7 [Verion: 2000/03/22 v1.0] A tabilied peudo-hell approach for urface parametriation in CFD deign problem O. Soto,R.Lohner

More information

Chapter 13 Non Sampling Errors

Chapter 13 Non Sampling Errors Chapter 13 Non Sampling Error It i a general aumption in the ampling theory that the true value of each unit in the population can be obtained and tabulated without any error. In practice, thi aumption

More information

Analytical Redundancy and Fuzzy Inference in AUV Fault Detection and Compensation

Analytical Redundancy and Fuzzy Inference in AUV Fault Detection and Compensation Analytical Redundancy and Fuzzy Inference in AUV Fault Detection and Compenation A. J. Healey Profeor and Director Center for AUV Reearch Naval Potgraduate School Monterey, CA 93953 healey@me.np.navy.mil

More information

Analysis of the results of analytical and simulation With the network model and dynamic priority Unchecked Buffer

Analysis of the results of analytical and simulation With the network model and dynamic priority Unchecked Buffer International Reearch Journal of Applied and Baic Science 218 Available online at www.irjab.com ISSN 2251-838X / Vol, 12 (1): 49-53 Science Explorer Publication Analyi of the reult of analytical and imulation

More information

Mechanical Design and Kinematics Analysis of a Hydraulically Actuated Manipulator

Mechanical Design and Kinematics Analysis of a Hydraulically Actuated Manipulator Send Order for Reprint to reprint@benthamcience.net The Open Mechanical Engineering Journal 0 8 7-7 Open Acce Mechanical Deign and Kinematic Anali of a Hdraulicall Actuated Manipulator Xuewen Rong Rui

More information

Lecture Outline. Global flow analysis. Global Optimization. Global constant propagation. Liveness analysis. Local Optimization. Global Optimization

Lecture Outline. Global flow analysis. Global Optimization. Global constant propagation. Liveness analysis. Local Optimization. Global Optimization Lecture Outline Global flow analyi Global Optimization Global contant propagation Livene analyi Adapted from Lecture by Prof. Alex Aiken and George Necula (UCB) CS781(Praad) L27OP 1 CS781(Praad) L27OP

More information

Keywords Cloud Computing, Service Level Agreements (SLA), CloudSim, Monitoring & Controlling SLA Agent, JADE

Keywords Cloud Computing, Service Level Agreements (SLA), CloudSim, Monitoring & Controlling SLA Agent, JADE Volume 5, Iue 8, Augut 2015 ISSN: 2277 128X International Journal of Advanced Reearch in Computer Science and Software Engineering Reearch Paper Available online at: www.ijarce.com Verification of Agent

More information

Dynamically Reconfigurable Neuron Architecture for the Implementation of Self- Organizing Learning Array

Dynamically Reconfigurable Neuron Architecture for the Implementation of Self- Organizing Learning Array Dynamically Reconfigurable Neuron Architecture for the Implementation of Self- Organizing Learning Array Januz A. Starzyk,Yongtao Guo, and Zhineng Zhu School of Electrical Engineering & Computer Science

More information

Comparison of Methods for Horizon Line Detection in Sea Images

Comparison of Methods for Horizon Line Detection in Sea Images Comparion of Method for Horizon Line Detection in Sea Image Tzvika Libe Evgeny Gerhikov and Samuel Koolapov Department of Electrical Engineering Braude Academic College of Engineering Karmiel 2982 Irael

More information

Research on Star Image Noise Filtering Based on Diffusion Model of Regularization Influence Function

Research on Star Image Noise Filtering Based on Diffusion Model of Regularization Influence Function 016 Sith International Conference on Intrumentation & Meaurement Computer Communication and Control Reearch on Star Image Noie Filtering Baed on Diffuion Model of Regularization Influence Function SunJianming

More information

Edits in Xylia Validity Preserving Editing of XML Documents

Edits in Xylia Validity Preserving Editing of XML Documents dit in Xylia Validity Preerving diting of XML Document Pouria Shaker, Theodore S. Norvell, and Denni K. Peter Faculty of ngineering and Applied Science, Memorial Univerity of Newfoundland, St. John, NFLD,

More information

An Intro to LP and the Simplex Algorithm. Primal Simplex

An Intro to LP and the Simplex Algorithm. Primal Simplex An Intro to LP and the Simplex Algorithm Primal Simplex Linear programming i contrained minimization of a linear objective over a olution pace defined by linear contraint: min cx Ax b l x u A i an m n

More information

E-APPLAB #1

E-APPLAB #1 E-APPLAB-93-069850 #1 Ultrafat tomography experiment etup at D-1 Beamline at CHESS The experiment etup conit of three major part: x-ray ource, injection chambe and detecto a hown chematically in Fig. EPAPS1a.

More information

AUTOMATIC TEST CASE GENERATION USING UML MODELS

AUTOMATIC TEST CASE GENERATION USING UML MODELS Volume-2, Iue-6, June-2014 AUTOMATIC TEST CASE GENERATION USING UML MODELS 1 SAGARKUMAR P. JAIN, 2 KHUSHBOO S. LALWANI, 3 NIKITA K. MAHAJAN, 4 BHAGYASHREE J. GADEKAR 1,2,3,4 Department of Computer Engineering,

More information

ANALYSIS OF THE FIRST LAYER IN WEIGHTLESS NEURAL NETWORKS FOR 3_DIMENSIONAL PATTERN RECOGNITION

ANALYSIS OF THE FIRST LAYER IN WEIGHTLESS NEURAL NETWORKS FOR 3_DIMENSIONAL PATTERN RECOGNITION ANALYSIS OF THE FIRST LAYER IN WEIGHTLESS NEURAL NETWORKS FOR 3_DIMENSIONAL PATTERN RECOGNITION A. Váque-Nava * Ecuela de Ingeniería. CENTRO UNIVERSITARIO MEXICO. DIVISION DE ESTUDIOS SUPERIORES J. Figueroa

More information

Hassan Ghaziri AUB, OSB Beirut, Lebanon Key words Competitive self-organizing maps, Meta-heuristics, Vehicle routing problem,

Hassan Ghaziri AUB, OSB Beirut, Lebanon Key words Competitive self-organizing maps, Meta-heuristics, Vehicle routing problem, COMPETITIVE PROBABIISTIC SEF-ORGANIZING MAPS FOR ROUTING PROBEMS Haan Ghaziri AUB, OSB Beirut, ebanon ghaziri@aub.edu.lb Abtract In thi paper, we have applied the concept of the elf-organizing map (SOM)

More information

(12) Patent Application Publication (10) Pub. No.: US 2011/ A1

(12) Patent Application Publication (10) Pub. No.: US 2011/ A1 (19) United State US 2011 0316690A1 (12) Patent Application Publication (10) Pub. No.: US 2011/0316690 A1 Siegman (43) Pub. Date: Dec. 29, 2011 (54) SYSTEMAND METHOD FOR IDENTIFYING ELECTRICAL EQUIPMENT

More information

Numerical Modeling of Material Discontinuity Using Mixed MLPG Collocation Method

Numerical Modeling of Material Discontinuity Using Mixed MLPG Collocation Method umerical odeling of aterial Dicontinuit Uing ied LPG Collocation ethod B. alušić 1,. Sorić 1 and T. arak 1 Abtract A mied LPG collocation method i applied for the modeling of material dicontinuit in heterogeneou

More information

Maneuverable Relays to Improve Energy Efficiency in Sensor Networks

Maneuverable Relays to Improve Energy Efficiency in Sensor Networks Maneuverable Relay to Improve Energy Efficiency in Senor Network Stephan Eidenbenz, Luka Kroc, Jame P. Smith CCS-5, MS M997; Lo Alamo National Laboratory; Lo Alamo, NM 87545. Email: {eidenben, kroc, jpmith}@lanl.gov

More information

3D MODELLING WITH LINEAR APPROACHES USING GEOMETRIC PRIMITIVES

3D MODELLING WITH LINEAR APPROACHES USING GEOMETRIC PRIMITIVES MAKARA, TEKNOLOGI, VOL. 9, NO., APRIL 5: 3-35 3D MODELLING WITH LINEAR APPROACHES USING GEOMETRIC PRIMITIVES Mochammad Zulianyah Informatic Engineering, Faculty of Engineering, ARS International Univerity,

More information

Laboratory Exercise 2

Laboratory Exercise 2 Laoratory Exercie Numer and Diplay Thi i an exercie in deigning cominational circuit that can perform inary-to-decimal numer converion and inary-coded-decimal (BCD) addition. Part I We wih to diplay on

More information

A CLUSTERING-BASED HYBRID REPLICA CONTROL PROTOCOL FOR HIGH AVAILABILITY IN GRID ENVIRONMENT

A CLUSTERING-BASED HYBRID REPLICA CONTROL PROTOCOL FOR HIGH AVAILABILITY IN GRID ENVIRONMENT Journal of Computer Science 10 (12): 2442-2449, 2014 ISSN: 1549-3636 2014 R. Latip et al., Thi open acce article i ditributed under a Creative Common Attribution (CC-BY) 3.0 licene doi:10.3844/jcp.2014.2442.2449

More information

Aspects of Formal and Graphical Design of a Bus System

Aspects of Formal and Graphical Design of a Bus System Apect of Formal and Graphical Deign of a Bu Sytem Tiberiu Seceleanu Univerity of Turku, Dpt. of Information Technology Turku, Finland tiberiu.eceleanu@utu.fi Tomi Weterlund Turku Centre for Computer Science

More information

Texture-Constrained Active Shape Models

Texture-Constrained Active Shape Models 107 Texture-Contrained Active Shape Model Shuicheng Yan, Ce Liu Stan Z. Li Hongjiang Zhang Heung-Yeung Shum Qianheng Cheng Microoft Reearch Aia, Beijing Sigma Center, Beijing 100080, China Dept. of Info.

More information

Increasing Throughput and Reducing Delay in Wireless Sensor Networks Using Interference Alignment

Increasing Throughput and Reducing Delay in Wireless Sensor Networks Using Interference Alignment Int. J. Communication, Network and Sytem Science, 0, 5, 90-97 http://dx.doi.org/0.436/ijcn.0.50 Publihed Online February 0 (http://www.scirp.org/journal/ijcn) Increaing Throughput and Reducing Delay in

More information

Analysis of Surface Wave Propagation Based on the Thin Layered Element Method

Analysis of Surface Wave Propagation Based on the Thin Layered Element Method ABSTACT : Analyi of Surface Wave Propagation Baed on the Thin ayered Element Method H. AKAGAWA 1 and S. AKAI 1 Engineer, Technical Centre, Oyo Corporation, Ibaraki, Japan Profeor, Graduate School of Engineering,

More information

How to. write a paper. The basics writing a solid paper Different communities/different standards Common errors

How to. write a paper. The basics writing a solid paper Different communities/different standards Common errors How to write a paper The baic writing a olid paper Different communitie/different tandard Common error Reource Raibert eay My grammar point Article on a v. the Bug in writing Clarity Goal Conciene Calling

More information

Laboratory Exercise 6

Laboratory Exercise 6 Laboratory Exercie 6 Adder, Subtractor, and Multiplier a a The purpoe of thi exercie i to examine arithmetic circuit that add, ubtract, and multiply number. Each b c circuit will be decribed in Verilog

More information

Parallel Approaches for Intervals Analysis of Variable Statistics in Large and Sparse Linear Equations with RHS Ranges

Parallel Approaches for Intervals Analysis of Variable Statistics in Large and Sparse Linear Equations with RHS Ranges American Journal of Applied Science 4 (5): 300-306, 2007 ISSN 1546-9239 2007 Science Publication Correponding Author: Parallel Approache for Interval Analyi of Variable Statitic in Large and Spare Linear

More information

IMPLEMENTATION OF AREA, VOLUME AND LINE SOURCES

IMPLEMENTATION OF AREA, VOLUME AND LINE SOURCES December 01 ADMS 5 P503I1 IMPEMENTATION OF AREA, VOUME AND INE SOURCES The Met. Office (D J Thomon) and CERC 1. INTRODUCTION ADMS model line ource, and area and volume ource with conve polgon bae area.

More information

Orienting Micro-Scale Parts with Squeeze and Roll Primitives

Orienting Micro-Scale Parts with Squeeze and Roll Primitives Orienting Micro-Scale Part with Squeeze and Roll Primitive Mark Moll Michael A. Erdmann Ron Fearing Ken Goldberg mmoll@c.cmu.edu me@c.cmu.edu ronf@eec.berkeley.edu goldberg@ieor.berkeley.edu Department

More information

SIMIT 7. Component Type Editor (CTE) User manual. Siemens Industrial

SIMIT 7. Component Type Editor (CTE) User manual. Siemens Industrial SIMIT 7 Component Type Editor (CTE) Uer manual Siemen Indutrial Edition January 2013 Siemen offer imulation oftware to plan, imulate and optimize plant and machine. The imulation- and optimizationreult

More information

A Multi-objective Genetic Algorithm for Reliability Optimization Problem

A Multi-objective Genetic Algorithm for Reliability Optimization Problem International Journal of Performability Engineering, Vol. 5, No. 3, April 2009, pp. 227-234. RAMS Conultant Printed in India A Multi-objective Genetic Algorithm for Reliability Optimization Problem AMAR

More information

A Kinematic Calibration Method for Industrial Robots Using Autonomous Visual Measurement

A Kinematic Calibration Method for Industrial Robots Using Autonomous Visual Measurement A Kinematic Calibration Method for Indutrial obot Uing Autonomou Viual Meaurement A. Watanabe 1 (3), S. Sakakibara 1, K. Ban 1, M. Yamada 1, G. Shen 1 1 ANUC LD, Yamanahi, Japan Submitted by. Arai (1)

More information

Implementation of a momentum-based distance metric for motion graphs. Student: Alessandro Di Domenico (st.no ), Supervisor: Nicolas Pronost

Implementation of a momentum-based distance metric for motion graphs. Student: Alessandro Di Domenico (st.no ), Supervisor: Nicolas Pronost Implementation of a momentum-baed ditance metric for motion graph Student: Aleandro Di Domenico (t.no 3775682), Supervior: Nicola Pronot April 3, 2014 Abtract Thi report preent the procedure and reult

More information

[N309] Feedforward Active Noise Control Systems with Online Secondary Path Modeling. Muhammad Tahir Akhtar, Masahide Abe, and Masayuki Kawamata

[N309] Feedforward Active Noise Control Systems with Online Secondary Path Modeling. Muhammad Tahir Akhtar, Masahide Abe, and Masayuki Kawamata he 32nd International Congre and Expoition on Noie Control Engineering Jeju International Convention Center, Seogwipo, Korea, Augut 25-28, 2003 [N309] Feedforward Active Noie Control Sytem with Online

More information

4. GEOMETRY OF CONSIDERED PRESSURE VESSELS

4. GEOMETRY OF CONSIDERED PRESSURE VESSELS BULETIN ŞTIINŢIFIC, Seria C, Volumul XXIII, Facicola: Mecanică, Tribologie, Tehnologia Contrucţiilor de Maşini STRESS ANALYSES OF CYLINDRICAL VESSEL WITH CHANGEABLE HEAD GEOMETRY Dražan Kozak1, Ivan Samardžić2,

More information

A NEW APPROACH IN MEASURING OF THE ROUGHNESS FOR SURFACE CONSTITUTED WITH MACHINING PROCESS BY MATERIAL REMOVAL

A NEW APPROACH IN MEASURING OF THE ROUGHNESS FOR SURFACE CONSTITUTED WITH MACHINING PROCESS BY MATERIAL REMOVAL International Journal of Mechanical and Production Engineering Reearch and Development (IJMPERD) ISSN 49-689 Vol. 3, Iue, Mar 3, 4-5 TJPRC Pvt. Ltd. A NEW APPROACH IN MEASURING OF THE ROUGHNESS FOR SURFACE

More information

INVERSE DYNAMIC SIMULATION OF A HYDRAULIC DRIVE WITH MODELICA. α Cylinder chamber areas ratio... σ Viscous friction coefficient

INVERSE DYNAMIC SIMULATION OF A HYDRAULIC DRIVE WITH MODELICA. α Cylinder chamber areas ratio... σ Viscous friction coefficient Proceeding of the ASME 2013 International Mechanical Engineering Congre & Expoition IMECE2013 November 15-21, 2013, San Diego, California, USA IMECE2013-63310 INVERSE DYNAMIC SIMULATION OF A HYDRAULIC

More information