LI, Chunguang, INOUE, Yoshio, LIU Author(s), Kyoko, OKA, Koichi.
|
|
- Austin Curtis
- 5 years ago
- Views:
Transcription
1 Kochi Univerity of Technology Aca Ipleentation of a Co Title ave Robotic Syte with Force Fee y Recycling LI, Chunguang, INOUE, Yohio, LIU Author(), Kyoko, OKA, Koichi Dyna Citation 25 Date of 2010 iue URL (c) 2010 The Japan Society of Mec Right r Text verion publiher Kochi, JAPAN
2 Ipleentation of a Copact Mater-Slave Robotic Syte with Force Feedback and Energy Recycling* Chunguang LI **, Yohio INOUE **, Tao LIU **, Kyoko SHIBATA ** and Koichi OKA ** ** Kochi Univerity of Technology 185 Miyanokuchi, Toayaada-Cho, Kai-City, Kochi, Japan E-ail: u@g.kochi-tech.ac.jp Abtract Mater-lave control i becoing increaingly popular in the developent of robotic yte which can provide rehabilitation training for heiplegic patient with a unilaterally diabled lib. However, the yte tructure and control trategie of exitent ater-lave yte are alway coplex. An innovative ater-lave yte ipleenting force feedback and otion tracking for a rehabilitation robot i preented in thi paper. The yte conit of two identical otor with a wired connection, and the two otor are located at the ater and lave anipulator ite repectively. The lave otor track the otion of the ater otor directly driven by a patient. A well, the interaction force produced at the lave ite i fed back to the patient. Therefore, the ipaired lib driven by the lave otor can iitate the otion of the healthy lib controlling the ater otor, and the patient can regulate the control force of the healthy lib properly according to the force enation. The force ening and otion tracking are achieved iultaneouly with neither force enor nor ophiticated control algorith. The yte i characterized by iple tructure, bidirectional controllability, energy recycling, and force feedback without a force enor. Tet experient on a prototype were conducted, and the reult appraie the advantage of the yte and deontrate the feaibility of the propoed control chee for a rehabilitation robot. Key word: Force Feedback, Mater-Slave Motion Tracking, Bidirectional Control, Energy Recycling 1. Introduction *Received 15 Sep., 2009 (No ) [DOI: /jdd.4.13] Copyright 2010 by JSME Mater-lave control chee have attracted ignificant attention recently due to their wide potential application in hoe-baed rehabilitation robotic yte which ay upport hoe treatent of heiplegic patient (1)-(3), teleoperation yte that enable huan to interact with reote or hazardou environent (4), and icroanipulation yte that allow huan to control object in inacceible icroenvironent, in field uch a cell anipulation, icroaebly, and icrourgery (5)-(8). It i widely accepted that otion tracking ability in lave anipulator i eential in thoe yte. In addition, force feedback i alo deirable ince a kinethetic feel of interaction force can guide huan operator to deterine an appropriate input force according to variou handling environent. Traditionally, force feedback i realized by ean of variou force/torque enor (9)-(11), which increae control coplexity a well a yte cot. Beide, it i extreely difficult 13
3 to ount enor in icroenvironent. W-EXOS (12) wa an exokeleton robot developed for aiting forear and writ otion of phyically weak patient. Baed on the individual otion intention, the robot can deliver aitance for uer to perfor otion of forear pronation/upination,writ flexion/extenion and ulnar/radial deviation oothly and naturally. However, a three axi force enor and two torque enor were required to obtain the force and torque inforation. Ueki et al (13) introduced a hand otion ait robot for independent rehabilitation therapie. With the yte, the ipaired hand of a patient wa driven by hi/her healthy hand on the contralateral ide. The yte wa characterized by virtual reality environent diplaying. The clinical tet on ix patient verify that the patient otivation for the rehabilitation wa iproved and enhanced. However, the force inforation wa acquired by eploying force enor. A huan-like robot hand (14) wa developed with high-power and low-preure pneuatic actuator. And a ater-lave yte wa contructed to enable the robot hand to achieve oveent in the ae anner a the operator. The applied pneuatic actuator can drive the robot hand to grap object with enough force. However, in order to control the contact force between the robot hand and the object, a preure enor and a force enor were adopted and force control wa required. On the other hand, the traditional interaction between the ater and lave anipulator i alway realized through the internet, which tranit control coand to the lave anipulator and the interface force in the lave ite to the operator. However, few yte achieved direct electric power traniion between the ater and the lave device. That i, in order to drive the lave anipulator, a pecialized power odule i needed. In addition, traditional ater-lave yte generally upport unilateral control and the location of the ater and lave device are fixed. When the yte i developed to ipleent rehabilitation treatent for heiplegic patient with a unilaterally diabled lib, thi i unfavorable becaue it i uncertain that which lib i ipaired. In thi paper, we propoe a new ater-lave control yte to realize force feedback without a force enor and to achieve otion tracking with a kind of energy recycling. Moreover, the yte can realize bidirectional control with a copact tructure. A an application tudy, a prototype baed on the control yte i developed to ipleent rehabilitation training for heiplegic patient with a unilaterally ipaired lib. Noenclature J : inertial oent C T : otor torque contant R : arature reitance uation of the two otor L : arature inductance uation of the two otor T 0 : unload torque T M : otor electroagnetic torque T : external acting torque in one terinal e : arature voltage i : current in the cloed-loop circuit a : rotor angular acceleration ω : angular velocity in one terinal θ : angular poition in one terinal N : gear ratio 14
4 η : working efficiency of the otor α : duty cycle of the PWM ignal K P, K I, K D : proportional, integral and differential coefficient λ T : force feedback coefficient P M, P up, P R : otor electroagnetic power, uppleentary energy power and reitance lo power Subcript : ater : lave 2. Method 2.1 Mater-lave yte The ater-lave control yte i copoed of two identical otor, with the ater otor being operated by a huan operator and the lave otor following the ater to ipleent the tak coanded by the operator. The two otor have a directly wired connection and thu contitute a cloed-loop circuit. The ater otor a a generator power the lave otor, which connect with a otion output terinal. An equivalent circuit diagra i hown in Fig. 1, in which M and M repreent the ater and the lave otor. Even though the hardware configuration at the two ite i yetric, in order to expre the light difference in pecification, the variable in the ater and the lave ite are denoted with the ubcript and repectively. Fig. 1. Equivalent circuit diagra of the ater-lave yte 2.2 Theoretical forulation Baed on the dynaic echani, the otion equation i written a where T and Tη = ( TM _ + T0 _ + J a ) N T = ( TM _ T0 _ J a ) N η TM _ = CT _ i, TM _ = CT _ i T tand for the torque exerted in the two terinal; The unload torque (1) T _ 0 and T 0 _ are ainly caued by echanical friction in the otor. The electroagnetic torque of the two otor are approxiately identical ince the current i hared and the torque contant i uch the ae; Inertial torque J a and J a are negligible copared with other torque, thu, they are not conidered in the following analyi. According to Eq. (1), the relationhip between the terinal torque can be expreed a: 15
5 CT _ N 1 N C T = T + ( T0 _ + C N η η η C T _ T _ T _ T 0 _ ) (2) in which the coefficient C N C N T _ T _ and T T _ C _ C approxiate to 1 becaue the yetric tructure. Copared with the influence caued by the working efficiency of the gearboxe, the light difference of the otor in pecification i negligible. Therefore, the relationhip between the terinal torque can be rewritten a: 1 N T = T + ( T0 _ + T0 _ ) (3) ηη η Thi indicate that the torque induced at the two ite correpond to each other. When the interaction force at the lave ite increae, the current a well a the electroagnetic torque of the two otor increae, then, operator can ene thi variation at the ater ite, and increae the input force accordingly to balance the torque between the two terinal. That i, baed on the cloed-loop current, the yte i capable of ipleenting force feedback without uing a force enor. Now, baed on the electrical echani, the dynaic voltage balance equation of the ater-lave circuit can be written a: di Ri + L = e e = CT _ N ω CT _ N ω (4) dt The energy generated by the ater otor i tranitted to the lave otor except the energy loe in the reitance and inductance. The coefficient C T _ N and C T _ N alot have no difference, thu, the ater otor drive the lave otor to ove with a relatively lower velocity. Thi ean that the yte ha a feature of otion iitation with the energy generated by the ater being recycled. Accurate otion tracking can be realized if the energy loe in the circuit are fully copenated. 2.3 Motion tracking controller High otion tracking perforance i neceary for perforing rehabilitation training. However, the energy loe in the circuit ake it ipoible to acquire accurate otion tracking. In order to offet the energy loe in the circuit, a certain aount of energy i copenated for the circuit uing an H-bridge driver. The hardware connection diagra i given in Fig. 2. The control input of the H-bridge driver are a pule-width-odulated (PWM) ignal and a direction control ignal, which control the agnitude and direction of the uppleentary voltage repectively. Baed on the velocity difference and the poition difference between the two terinal, the two control ignal are regulated with PID (proportional-integral-differential) control ethod. The otion control equation i given a: α = K ω P + K (( ω θ P (( θ ω ) + K θ ) + K ω I θ I ( ω ( θ ω ) K θ ) K ω D θ D dω ) dt dθ ) dt The paraeter with the upercript ω and θ ean the coefficient related to the velocity and poition repectively. Becaue a udden change ay happen to the velocity and poition ( ω and θ ) that controlled by operator, the differential operation i applied only to the following velocity and poition ( ω and θ ) rather than the velocity and (5) 16
6 poition difference o a to avoid the overhoot or fluctuation of the yte. The ign and the agnitude of the control variable, α, are ued to witch the direction control ignal and adjut the duty cycle of the PWM ignal repectively. Fig. 2. Connection of the H-bridge driver and the two otor 3. Experient Prototype A hown in Fig. 3, a preliinary tet platfor wa built to verify the propoed control chee. The platfor i ainly copoed of two identical otor/gear unit (A-ax 32 otor, cobined with Planetary Gearhead GP 32 A, N=4.8 and Encoder HEDL 5540, axon, Switzerland), an H-bridge driver (LMD18200, National Seiconductor, U.S.A.), and a dspace control platfor (CLP1104, dspace, Gerany). In addition, two torque tranducer (TP-20KCE, Kyowa, Japan) and a torque ignal aplifier were applied to eaure the input and output torque for verifing force feedback capability. However, they are not required in real application. Slave Mater Aplifier dspace H-bridge driver Torque tranducer Fig. 3. Experiental platfor of the ater-lave yte Here, three tet experient were perfored. One i force feedback tet, which i ued to tetify the capability of force feedback and acceptable feedback perforance; the econd i energy recycling tet, which i ued to appraie the energy recycling capability of the yte; the lat i bidirectional control tet, which i ued to confir the characteritic of bidirectional controllability and the ae working perforance in the two control direction. 17
7 In the firt and econd experient, in order to iplify yte perforance analyi, a DC driving otor wa ued to drive the ater/gear unit intead of a huan operator. It wa coaxially connected to the ater/gear unit and wa driven by another H-bridge driver, here referred to a driver 2, while the driver connected with the ater-lave circuit wa referred to a driver 1. The input voltage of the driving otor wa adjuted baed on the difference between a predefined reference velocity and the velocity in the ater terinal. The cheatic diagra i hown in Fig. 4. In the third experient, an operator exerted force on the both ide with the two hand without uing the DC driving otor and the H-bridge driver 2. The correponding diagra i hown in Fig. 5. In the figure, the ater/lave unit and the otor 1/2 unit ean the cobination of the otor, gearbox, encoder, and the torque tranducer. The torque inforation given with dahed line indicate that it i not required in real appllication. The CLP1104 collected the velocity and poition inforation though the increental encoder interface, worked out the control iganl for the H-bridge driver 1 with the otion tracking controller, enabled the driver to upply a proper aount of energy for the cloed-loop circuit. The energy generated by the ater otor, together with the uppleentary energy, drove the lave otor to track the otion of the ater otor. In addition, the torque inforation wa collected through AD odule of the CLP1104 for verifying the force feedback capability and bidirectional controllability. For the firt and the econd experient, the CLP1104 alo calculated the control ignal for the H-bridge driver 2 and regulated the input voltage of the DC driving otor, which further rotated the yte with the reference velocity. Meanwhile, the cloed-loop current obtained with the H-bridge driver 1 wa apled through the AD odule of the CLP1104, and the control output of the otion tracking controller (α ) wa recorded for tetifying the characteritic of energy recycling. Fig. 4. Scheatic diagra of the experient with DC driving otor Fig. 5. Scheatic diagra of the experient perfored with the two hand 18
8 4. Experiental Study 4.1 Force feedback tet We attached an increaed reitant force to the lave ite with one hand, and verified the force feedback capability baed on the concoitant regulation of the force at the ater ite. The reitant force wa intentionally exerted with a certain fluctuation o a to tetify the force feedback perforance. The reference velocity wa et a 250 degree/econd. The teted reult are given in Fig. 6, in which the oppoite ign ybol denote the oppoite direction of the two torque. The torque difference ( T dif ) wa the uation of the torque in the two terinal. It actually repreent the difference between the two torque. In thi experient, the otion tracking wa acquired with the axiu tracking error of 2.91 degree/econd in velocity and 0.52 degree in poition. (a) Torque variation curve (b) Force feedback coefficient Fig. 6. Reult correponding to the force feedback tet A hown in Fig. 6 (a), the control torque produced at the ater ite (controlled by the DC driving otor) increaed following the increent of the reitant torque, the force feedback capability of the yte i therefore deontrated. Beide, the control torque wa regulated accordingly even though the variation of the reitant torque wa all, thu, good force feedback perforance i confired. However, the control torque at the ater ite wa larger than the reitant torque, thi wa caued by the unload torque of the otor and the frictional torque induced by the gearboxe (working efficiency). Although there wa a difference in the torque, the force feedback capability can aure the operator to regulate the control force in the ater ite accurately according to the reitance variation in the lave ite. In addition, the torque difference kept nearly contant even though the force 19
9 exerted in the two terinal were increaed. Thi indicate that the varying external acting force had unnoticeable ipact on the unload torque and gearboxe frictional torque o long a the rotational velocitie were kept contant. It i true that the torque difference (ainly caued by the working efficiency of the gearboxe) will change lightly following the variation of the velocity, wherea the operator can ene thi variation and regulate the control force according to the expected rotational velocity. In the conidering application, the variation of the torque difference i very all copared to the variation of the external reitance. Furtherore, the yte i ainly aied at achieving otion tracking and the force tranparency i le eential. Therefore, the torque difference i acceptable for the conidering yte. In order to quantify the force feedback capability of the yte toward the external ipedance variation at the lave ite, we defined force feedback coefficient a: 0 0 k k 0 0 T T T λ T = = (6) T T T where T and T repreent the initial torque when there wa no external reitant force 0 and the yte wa rotated with the velocity of 250 degree/econd. T (0.032 N) wa 0 ued to drive the wor gear at the lave ite. T (0.048 N) wa ued to overcoe the frictional torque in the gearboxe and the unload torque in two otor, further to drive the two otor to rotate; the variable with the upercript k denote the apling value in the k tie. The initial torque were excluded in the calculation for eliinating the effect of unload torque. The force feedback coefficient curve i hown in Fig. 6 (b), the yte realized force feedback with an approxiately contant reflecting coefficient. The average coefficient wa It wa larger than the unit one, the cuae of thi i conidered to be the frictional torque induced by the gearboxe. In order to reduce the requirent for the control force and enhance force preence perforance, the otor and gearbox with higher working efficiencie hould be eployed. 4.2 Energy recycling tet Even though the energy generated by the ater i recycled by the lave otor, a expreed in Eq. (4), the energy lo in the circuit ake the velocity of the lave otor i lower than that of the ater otor. Therefore, we copenated a certain aount of energy to offet the energy lo in the circuit. In order to verify the energy recycling capability, the reference velocity wa et a a ine ignal with an increaing agnitude in different period. That i, the yte wa rotated with clockwie and counter-clockwie direction periodically. No external load wa attached to the lave ite. The electroagnetic power, uppleentary energy power, and the power of the reitance lo were calculated with: P P P M up R = C T _ = αu i 2 = i R in ω = ie where U denote the upply voltage of the H-bridge driver. U wa 12 volt and R wa 6.04 oh. Since ω = ω when the yte achieved otion tracking and the yte wa configured with a yetrical tructure (the correponding coefficient in the two ite are alot identical), P M repreented the electroagnetic power of the two otor actually. The inductance lo wa not conidered becaue that it wa very all and negligible copared to the reitance lo. The electroagnetic power and the uppleentary energy power were ued to verify the energy recycling capability; the uppleentary energy power and the reitance lo were ued to confir the function of the uppleentary energy. (7) 20
10 (a) Velocity tracking curve (b) Relationhip between the otor electroagnetic power, uppleentary energy and the reitance lo Fig. 7. Reult correponding to the energy recycling tet The reult correponding to the energy recycling tet are given in Fig. 7, in which P δ denote the power difference between the copenated energy and reitance lo. Seeing Fig. 7 (a), it can be concluded that accurate otion tracking wa realized in both rotational direction. In thi tet, the axiu velocity and poition error were 4.06 degree/econd and 0.5 degree repectively. A can be een fro Fig. 7 (a) and (b), the electroagnetic power of the lave otor (repreent the electroagnetic power of the two otor) increaed with the variation of the velocity (The power were alway poitive even though the velocity wa negative), wherea the copenated energy had unnoticeable change aong different period. Thi indicate that the driving power of the lave otor cae fro the electric energy generated by the ater otor other than the copenated energy. Hence, the energy recycling capability i confired. Meanwhile, the copenated energy and the reitance lo had the ae varying regulation in each period, thi deontrate that the copenated energy wa ued to offet the energy loe in the circuit. However, the forer wa larger than the latter becaue there were alo inductance lo, a well a the contact lo and excitation lo that are caued by the arature current and alternative agnetic field. The reitance lo accounted a ain part of the energy loe and thu, P R wa relatively large copared to P δ, which reflected the power of the other energy loe in the circuit. However, the copenated energy wa larger than the electroagnetic power of the lave otor becaue of the large energy loe in the circuit. In order to reduce the energy 21
11 loe in the circuit and enhance energy recycling efficiency, the otor with a aller arature reitance hould be conidered in the future application. 4.3 Bidirectional control tet The force feedback echani and the yetric configuration ake the yte have the characteritic of bidirectional controllability. In order to verify thi feature, the DC driving otor that controlled the ater/gear unit and the H-bridge driver 2 were reoved fro the experiental platfor. An operator controlled the acting force on the both ide with the two hand. The exerted force had oppoite direction and different agnitude with the aller one defined a the reitance force and the larger one defined a the control force, and the two otor in the correponding ide behave a the lave and the ater repectively. During the experient, the operator changed the agnitude of the reitant force periodically and regulated the control force according to the feedback force, trying to achieve a oveent with all variation aong different period. The reult coreponding to the two control direction are hown in Fig. 8 and Fig. 9 repectively. Fig. 8 give the reult of the tet when the right hand provided a control force while the left hand ipoed a reiitant force with relatively all agnitude. That i, the otor located at the right hand ite acted a the ater while the other otor acted a the lave; Fig. 9 give the reult of the tet when the left hand provided a control force while the right hand ipoed a reiitant force with relatively all agnitude, and the working tate of the two otor were revered copared to the forer cae. In the both figure, the black line repreent the torque produced on the right hand ide and the the red line repreent the torque produced on the left hand ide, the blue line repreent the difference between the control torque and the reitant torque in the two terinal. It can be een that the accurate otion tracking wa achieved in the both control direction. The axiu veloity and poition error were degree/econd and 0.77 degree when the control direction wa fro right to left, and were degree/econd and 0.41 degree when the control direction wa fro left to right. In addition, the control torque increaed following the increent of the reitant torque in the two control direction. Thi confir that force feedback/ening wa realized in the both control direction and the operator wa able to regulate the control force accordingly baed on the enation of the feedback force. Beide, by coparing Fig. 8 (c) and Fig. 9 (c), it can be concluded that when the reitant torque had the ae agnitude (0.078 N), the control torque (0.115 N) a well a the torque difference (0.037 N) were approxiately indentical for the two control direction. The relut verify that the yte ipleented bidirectional control and achieved alot the ae force feedback perforance for the both control direction. A well, the relationhip between the control torque and the reitant torque are given in Fig. 8 (d) and Fig. 9 (d). We can ee that there were hyteretic error when the reciprocating otion wa carried out for the both control direction. When the reitant torque wa all, the unload torque of the otor and the frictional torque caued by the gearboxe were too large copared to the reitant torque, thu the hyteretic error were obviou. In the teting range of the reitant force, the average hyteretic deviation are N and N repectively; and the tandard deviation are and repectively for the two control direction. When we apply thi ater-lave yte to a rehabilitation robot for training heiplegic patient, the bidirectional controllability allow the yte to provide treatent for patient no atter which lib i diabled or ha weak otor function. Therefore, the propoed ater-lave yte i preferrable for a rehabilitation robot to provide treatent for heiplegic patient with a unilaterally diabled lib. 22
12 Fig. 8. Reult of the tet when the right hand control the oveent of the left hand Fig.9. Reult of the tet when the left hand control the oveent of the right hand 5. Concluion A new ater-lave robotic yte i propoed to achieve otion iitation. The yte realize bidirectional control and ha the capability of force feedback and energy recycling. A prototype wa et up and verification experient were perfored. The experiental reult deontrate the feaibility of the propoed control yte for developing a rehabilitation robot. 23
13 In our new yte, the otion tracking capability ake it poible for heiplegic patient to perfor unaited rehabilitation training in the hoe environent with the unhealthy lib iitating the otion of the healthy lib. Force feedback can give patient a direct enation of the reitant force produced by the ipaired lib, thu enabling the healthy lib to provide a proper control force and avoid unpredictable reaction. The force feedback i realized without a force enor; hence, the yte tructure and the control ethod are iplified greatly. Energy recycling ake a lightweight battery can upply enough power for the yte, further to reduce the weight of the robot. Thi i epecially favorable for patient wearing a portable robot o a to ove around freely. Bidirectional controllability ake the yte have no liitation in hardware configuration, which enable the robotic yte to deliver treatent for heiplegic patient no atter which lib i ipaired. In concluion, the propoed yte i favorable to realize elf-controlled rehabilitation robot for training heiplegic patient in otor function recovery and trength enhanceent. However, there are till oe liitation for the new yte. The force feedback perforance will be degraded when the velocitie have a large variation. Thi i epecially the cae when the otor have large unload torque and the gearboxe have large gear ratio. Thu, the yte i only uitable for the application without obviouly varying velocity. In future tudy, otor and gearboxe with higher working efficiencie will be conidered to reduce the above negative effect. A for the preliinary experiental prototype, the proportional, integral and differential coefficient of the otion tracking controller were jut coarely regulated. The otion tracking preciion will be enhanced by further regulating the coefficient. In addition, otor/gear cobination with larger driving torque/power ay be elected to ake the yte ore uitable for a rehabilitation robot. Reference (1) Peng, Q., Park, H.-S., Zhang, L.-Q., 2005, A Low-Cot Portable Tele-Rehabilitation Syte for the Treatent and Aeent of the Elbow Defority of Stroke Patient, Proc IEEE 9th Int. Conf. on Rehabilitation Robotic, Chicago, Illinoi, 28 June-1 July, pp (2) Li, H., Song, A., 2008, Force aitant ater-lave telerehabilitation robotic yte, J. Southeat Univerity, 24(1), pp (3) Schiele, A., Letier, P., Van Der Linde, R., Van Der Hel, F., 2006, Bowden cable actuator for force-feedback exokeleton, in IEEE Int. Conf. Intelligent Robot and Syte, Beijing, China, pp (4) Alfi, A., Farrokhi, M., 2008, Force reflecting bilateral control of ater-lave yte in teleoperation, J. Intelligent and Robotic Syte: Theory and Application, 52(2), pp (5) Ephanov, A.V., Huruzlu, Y., 1997, Ipleentation of enory feedback and trajectory tracking in active teleanipulation yte, J. Dyn. Syt., Mea., Control, 119(3), pp (6) Vlacho, K., Vartholoeo, P., Papadopoulo, E., 2007, A haptic tele-anipulation environent for a vibration-driven icroechatronic device, in IEEE/ASME Int. Conf. on Advanced intelligent echatronic, pp (7) Ando, N., Korondi, P., Hahioto, H., Developent of icroanipulator and haptic interface for networked icroanipulation, IEEE Tran. Mechatron., IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 6(4), pp (8) Goran, J.J., Dagalaki, N.G., 2006, Probe-baed icro-cale anipulation and aebly uing force feedback, preented at the 1t Joint Eergency Preparedne and Repone/Robotic and Reote Syte Topical Meeting, pp
14 (9) Mituihi, M., Sugita, N., Pitakwatchara, P., 2007, Force-feedback augentation ode in the laparocopic inially invaive teleurgical yte, IEEE/ASME Tran. Mechatronic, 12(4), pp (10) Lee, Sukhan, Lee, Hahk Sung, 1993, Modeling, deign, and evaluation of advanced teleoperator control yte with hort tie delay, IEEE Tran. Robot. Auto., 9 (5), pp (11) Hara, M., Huang, J., Jung, Y.-M., Yabuta, T., 2006, Baic Study on Senory Apect of a Mater/Slave Syte for Force Telecounication, in Int. Conf. on Intell. Robot Syt. Beijing, China, 9-15 Oct., pp (12) Ranathunga Arachchilage Ruwan Chandra GOPURA, Kazuo KIGUCHI, 2008, An Exokeleton Robot for Huan Forear and Writ Motion Ait, Journal of Advanced Mechanical Deign, Syte, and Manufacturing, 2(6), pp (13) Ueki, S., Nihioto, Y., Abe, M., Kawaaki, H., Ito, S., Ihigure, Y., Mizuoto, J., Ojika, T., 2008, Developent of virtual reality exercie of hand otion ait robot for rehabilitation therapy by patient elf-otion control, in IEEE Int. Conf. on Eng. Med. Biol. Soc., pp (14) Nobutaka TSUJIUCHI, Takayuki KOIZUMI, Shinya NISHINO, Hiroyuki KOMATSUBARA, Tatuwo KUDAWARA, Maanori HIRANO, 2008, Developent of Pneuatic Robot Hand and Contruction of Mater-Slave Syte,, 2(6), pp
CHAPTER 13 FILTERS AND TUNED AMPLIFIERS
HAPTE FILTES AND TUNED AMPLIFIES hapter Outline. Filter Traniion, Type and Specification. The Filter Tranfer Function. Butterworth and hebyhev Filter. Firt Order and Second Order Filter Function.5 The
More informationPerformance Analysis of a Three-Channel Control Architecture for Bilateral Teleoperation with Time Delay
Extended Suary pp.1224 1230 Perforance Analyi of a Three-Channel Control Architecture for Bilateral Teleoperation with Tie Delay Ryogo Kubo Meber (Keio Univerity, kubo@u.d.keio.ac.jp) Noriko Iiyaa Student
More informationADAPTIVE CONTROL DESIGN FOR A SYNCHRONOUS GENERATOR
ADAPTIVE CONTROL DESIGN FOR A SYNCHRONOUS GENERATOR SAEED ABAZARI MOHSEN HEIDARI NAVID REZA ABJADI Key word: Adaptive control Lyapunov tability Tranient tability Mechanical power. The operating point of
More informationImage Denoising Based on Non-Local Low-Rank Dictionary Learning
Advanced cience and Technology Letter Vol.11 (AT 16) pp.85-89 http://dx.doi.org/1.1457/atl.16. Iage Denoiing Baed on Non-Local Low-Rank Dictionary Learning Zhang Bo 1 1 Electronic and Inforation Engineering
More informationThe Features For Dark Matter And Dark Flow Found.
The Feature For Dark Matter And Dark Flow Found. Author: Dan Vier, Alere, the Netherland Date: January 04 Abtract. Fly-By- and GPS-atellite reveal an earth-dark atter-halo i affecting the orbit-velocitie
More informationForce Reflecting Bilateral Control of Master-Slave Systems in Teleoperation
Force Reflecting Bilateral Control of Mater Syte in Teleoperation A. ALFI, M. FARROKHI Departent of Electrical Engineering, Center of Excellence for Power Syte Autoation and Operation Iran Univerity of
More informationThe Extended Balanced Truncation Algorithm
International Journal of Coputing and Optiization Vol. 3, 2016, no. 1, 71-82 HIKARI Ltd, www.-hikari.co http://dx.doi.org/10.12988/ijco.2016.635 The Extended Balanced Truncation Algorith Cong Huu Nguyen
More informationSliding-Mode Bilateral Teleoperation Control Design for Master-Slave Pneumatic Servo Systems
Thi paper appear in Control Engineering Practice, 212. http://dx.doi.org/1.116/j.conengprac.212.2.3 Sliding-Mode Bilateral Teleoperation Control Deign for Mater-Slave Pneuatic Servo Syte R. Moreau 1, M.T.
More informationScale Efficiency in DEA and DEA-R with Weight Restrictions
Available online at http://ijdea.rbiau.ac.ir Int. J. Data Envelopent Analyi (ISSN 2345-458X) Vol.2, No.2, Year 2014 Article ID IJDEA-00226, 5 page Reearch Article International Journal of Data Envelopent
More informationThe Influence of the Load Condition upon the Radial Distribution of Electromagnetic Vibration and Noise in a Three-Phase Squirrel-Cage Induction Motor
The Influence of the Load Condition upon the Radial Ditribution of Electromagnetic Vibration and Noie in a Three-Phae Squirrel-Cage Induction Motor Yuta Sato 1, Iao Hirotuka 1, Kazuo Tuboi 1, Maanori Nakamura
More informationAdvanced D-Partitioning Analysis and its Comparison with the Kharitonov s Theorem Assessment
Journal of Multidiciplinary Engineering Science and Technology (JMEST) ISSN: 59- Vol. Iue, January - 5 Advanced D-Partitioning Analyi and it Comparion with the haritonov Theorem Aement amen M. Yanev Profeor,
More informationControl of industrial robots. Decentralized control
Control of indutrial robot Decentralized control Prof Paolo Rocco (paolorocco@poliiit) Politecnico di Milano Dipartiento di Elettronica, Inforazione e Bioingegneria Introduction Once the deired otion of
More informationThree Phase Induction Motors
Chapter (8) hree Phae Induction Motor Introduction he three-phae induction otor are the ot widely ued electric otor in indutry. hey run at eentially contant peed fro no-load to full-load. However, the
More informationISSN: [Basnet* et al., 6(3): March, 2017] Impact Factor: 4.116
IJESR INERNAIONAL JOURNAL OF ENGINEERING SCIENCES & RESEARCH ECHNOLOGY DIREC ORQUE CONROLLED INDUCION MOOR DRIVE FOR ORQUE RIPPLE REDUCION Bigyan Banet Department of Electrical Engineering, ribhuvan Univerity,
More informationMODE SHAPE EXPANSION FROM DATA-BASED SYSTEM IDENTIFICATION PROCEDURES
Mecánica Coputacional Vol XXV, pp. 1593-1602 Alberto Cardona, Norberto Nigro, Victorio Sonzogni, Mario Storti. (Ed.) Santa Fe, Argentina, Noviebre 2006 MODE SHAPE EXPANSION FROM DATA-BASED SYSTEM IDENTIFICATION
More informationSection Induction motor drives
Section 5.1 - nduction motor drive Electric Drive Sytem 5.1.1. ntroduction he AC induction motor i by far the mot widely ued motor in the indutry. raditionally, it ha been ued in contant and lowly variable-peed
More informationDevelopment of a hybrid control for a pneumatic teleoperation system using on/off solenoid valves
Developent of a hybrid control for a pneuatic teleoperation yte uing on/off olenoid valve M.Q. Le, M.T. Pha, M. Tavakoli, R. Moreau Abtract Thi paper preent a new predictive hybrid control law for a pneuatic
More informationA Simplified Methodology for the Synthesis of Adaptive Flight Control Systems
A Simplified Methodology for the Synthei of Adaptive Flight Control Sytem J.ROUSHANIAN, F.NADJAFI Department of Mechanical Engineering KNT Univerity of Technology 3Mirdamad St. Tehran IRAN Abtract- A implified
More informationOptics. Measuring the velocity of light Geometrical Optics. What you need:
Geoetrical Optic Optic Meauring the velocity of light -01 What you can learn about Refractive index Wavelength Frequency Phae Modulation Electric field contant Magnetic field contant Principle: The intenity
More informationDIFFERENTIAL EQUATIONS
Matheatic Reviion Guide Introduction to Differential Equation Page of Author: Mark Kudlowki MK HOME TUITION Matheatic Reviion Guide Level: A-Level Year DIFFERENTIAL EQUATIONS Verion : Date: 3-4-3 Matheatic
More informationLiquid cooling
SKiiPPACK no. 3 4 [ 1- exp (-t/ τ )] + [( P + P )/P ] R [ 1- exp (-t/ τ )] Z tha tot3 = R ν ν tot1 tot tot3 thaa-3 aa 3 ν= 1 3.3.6. Liquid cooling The following table contain the characteritic R ν and
More informationGain and Phase Margins Based Delay Dependent Stability Analysis of Two- Area LFC System with Communication Delays
Gain and Phae Margin Baed Delay Dependent Stability Analyi of Two- Area LFC Sytem with Communication Delay Şahin Sönmez and Saffet Ayaun Department of Electrical Engineering, Niğde Ömer Halidemir Univerity,
More informationPeriodic Table of Physical Elements
Periodic Table of Phyical Eleent Periodic Table of Phyical Eleent Author:Zhiqiang Zhang fro Dalian, China Eail: dlxinzhigao@6.co ABSTRACT Thi i one of y original work in phyic to preent periodic table
More informationS E V E N. Steady-State Errors SOLUTIONS TO CASE STUDIES CHALLENGES
S E V E N Steady-State Error SOLUTIONS TO CASE STUDIES CHALLENGES Antenna Control: Steady-State Error Deign via Gain 76.39 a. G( (50)(.3). Syte i Type. Step input: e( ) 0; Rap input: e( ) v 76.39.59 ;
More informationResearch Article An Adaptive Regulator for Space Teleoperation System in Task Space
Abtract and Applied Analyi, Article ID 586, 7 page http://dx.doi.org/.55/24/586 Reearch Article An Adaptive Regulator for Space Teleoperation Syte in Tak Space Chao Ge, Weiwei Zhang, Hong Wang, and Xiaoyi
More informationLecture 12 - Non-isolated DC-DC Buck Converter
ecture 12 - Non-iolated DC-DC Buck Converter Step-Down or Buck converter deliver DC power from a higher voltage DC level ( d ) to a lower load voltage o. d o ene ref + o v c Controller Figure 12.1 The
More informationQuestion 1 Equivalent Circuits
MAE 40 inear ircuit Fall 2007 Final Intruction ) Thi exam i open book You may ue whatever written material you chooe, including your cla note and textbook You may ue a hand calculator with no communication
More informationDetermination of the local contrast of interference fringe patterns using continuous wavelet transform
Determination of the local contrat of interference fringe pattern uing continuou wavelet tranform Jong Kwang Hyok, Kim Chol Su Intitute of Optic, Department of Phyic, Kim Il Sung Univerity, Pyongyang,
More informationOn the Use of High-Order Moment Matching to Approximate the Generalized-K Distribution by a Gamma Distribution
On the Ue of High-Order Moent Matching to Approxiate the Generalized- Ditribution by a Gaa Ditribution Saad Al-Ahadi Departent of Syte & Coputer Engineering Carleton Univerity Ottawa Canada aahadi@ce.carleton.ca
More informationTopic 7 Fuzzy expert systems: Fuzzy inference
Topic 7 Fuzzy expert yte: Fuzzy inference adani fuzzy inference ugeno fuzzy inference Cae tudy uary Fuzzy inference The ot coonly ued fuzzy inference technique i the o-called adani ethod. In 975, Profeor
More informationTHE BICYCLE RACE ALBERT SCHUELLER
THE BICYCLE RACE ALBERT SCHUELLER. INTRODUCTION We will conider the ituation of a cyclit paing a refrehent tation in a bicycle race and the relative poition of the cyclit and her chaing upport car. The
More informationHybrid Projective Dislocated Synchronization of Liu Chaotic System Based on Parameters Identification
www.ccenet.org/ma Modern Applied Science Vol. 6, No. ; February Hybrid Projective Dilocated Synchronization of Liu Chaotic Sytem Baed on Parameter Identification Yanfei Chen College of Science, Guilin
More informationLecture 17: Frequency Response of Amplifiers
ecture 7: Frequency epone of Aplifier Gu-Yeon Wei Diiion of Engineering and Applied Science Harard Unierity guyeon@eec.harard.edu Wei Oeriew eading S&S: Chapter 7 Ski ection ince otly decribed uing BJT
More informationInvestment decision for supply chain resilience based on Evolutionary Game theory
Invetent deciion for upply chain reilience baed on Evolutionary Gae theory Xiaowei Ji(jixw@hut.edu.cn), Haijun Wang Manageent School Huazhong Univerity of Science and Technology Wuhan, Hubei, 4374, China
More information15 N 5 N. Chapter 4 Forces and Newton s Laws of Motion. The net force on an object is the vector sum of all forces acting on that object.
Chapter 4 orce and ewton Law of Motion Goal for Chapter 4 to undertand what i force to tudy and apply ewton irt Law to tudy and apply the concept of a and acceleration a coponent of ewton Second Law to
More informationIntroduction to Laplace Transform Techniques in Circuit Analysis
Unit 6 Introduction to Laplace Tranform Technique in Circuit Analyi In thi unit we conider the application of Laplace Tranform to circuit analyi. A relevant dicuion of the one-ided Laplace tranform i found
More informationAP CHEM WKST KEY: Atomic Structure Unit Review p. 1
AP CHEM WKST KEY: Atoic Structure Unit Review p. 1 1) a) ΔE = 2.178 x 10 18 J 1 2 nf 1 n 2i = 2.178 x 10 18 1 1 J 2 2 6 2 = 4.840 x 10 19 J b) E = λ hc λ = E hc = (6.626 x 10 34 J )(2.9979 x 10 4.840 x
More information( ) Zp THE VIBRATION ABSORBER. Preamble - A NEED arises: lbf in. sec. X p () t = Z p. cos Ω t. Z p () r. ω np. F o. cos Ω t. X p. δ s.
THE VIBRATION ABSORBER Preable - A NEED arie: Lui San Andre (c) 8 MEEN 363-617 Conider the periodic forced repone of a yte (Kp-Mp) defined by : 1 1 5 lbf in : 1 3 lb (t) It natural frequency i: : ec F(t)
More information24P 2, where W (measuring tape weight per meter) = 0.32 N m
Ue of a 1W Laer to Verify the Speed of Light David M Verillion PHYS 375 North Carolina Agricultural and Technical State Univerity February 3, 2018 Abtract The lab wa et up to verify the accepted value
More informationCh. 6 Single Variable Control ES159/259
Ch. 6 Single Variable Control Single variable control How o we eterine the otor/actuator inut o a to coan the en effector in a eire otion? In general, the inut voltage/current oe not create intantaneou
More informationImproving Power System Transient Stability with Static Synchronous Series Compensator
American Journal of Applied Science 8 (1): 77-81, 2011 ISSN 1546-9239 2010 Science Pulication Improving Power Sytem Tranient Staility with Static Synchronou Serie Compenator Prechanon Kumkratug Diviion
More informationAcceleration Feedback in a Stage Having Paired Reluctance Linear Actuator with Hysteresis. Qing-sheng CHEN, Xiao-feng YANG and Li-wei WU
06 International Conference on Electrical Engineering and Autoation (ICEEA 06) ISBN: 978--60595-407-3 Acceleration eedback in a Stage Having Paired Reluctance Linear Actuator with Hyterei Qing-heng CHEN,
More informationAll Division 01 students, START HERE. All Division 02 students skip the first 10 questions, begin on # (D)
ATTENTION: All Diviion 01 tudent, START HERE. All Diviion 0 tudent kip the firt 10 quetion, begin on # 11. 1. Approxiately how any econd i it until the PhyicBowl take place in the year 109? 10 (B) 7 10
More informationConservation of Energy
Add Iportant Conervation of Energy Page: 340 Note/Cue Here NGSS Standard: HS-PS3- Conervation of Energy MA Curriculu Fraework (006):.,.,.3 AP Phyic Learning Objective: 3.E.., 3.E.., 3.E..3, 3.E..4, 4.C..,
More informationA New Predictive Approach for Bilateral Teleoperation With Applications to Drive-by-Wire Systems
1 A New Predictive Approach for Bilateral Teleoperation With Application to Drive-by-Wire Syte Ya-Jun Pan, Carlo Canuda-de-Wit and Olivier Senae Departent of Mechanical Engineering, Dalhouie Univerity
More informationA New Model and Calculation of Available Transfer Capability With Wind Generation *
The Eighth International Sypoiu on Operation Reearch and It Application (ISORA 09) Zhangjiajie, China, Septeber 0, 009 Copyright 009 ORSC & APORC, pp. 70 79 A New Model and Calculation of Available Tranfer
More informationPHY 171 Practice Test 3 Solutions Fall 2013
PHY 171 Practice et 3 Solution Fall 013 Q1: [4] In a rare eparatene, And a peculiar quietne, hing One and hing wo Lie at ret, relative to the ground And their wacky hairdo. If hing One freeze in Oxford,
More informationTP A.30 The effect of cue tip offset, cue weight, and cue speed on cue ball speed and spin
technical proof TP A.30 The effect of cue tip offet, cue weight, and cue peed on cue all peed and pin technical proof upporting: The Illutrated Principle of Pool and Billiard http://illiard.colotate.edu
More informationSIMPLIFIED MODEL FOR EPICYCLIC GEAR INERTIAL CHARACTERISTICS
UNIVERSITY OF PITESTI SCIENTIFIC BULLETIN FACULTY OF ECHANICS AND TECHNOLOGY AUTOOTIVE erie, year XVII, no. ( 3 ) SIPLIFIED ODEL FOR EPICYCLIC GEAR INERTIAL CHARACTERISTICS Ciobotaru, Ticuşor *, Feraru,
More informationMassachusetts Institute of Technology Dynamics and Control II
I E Maachuett Intitute of Technology Department of Mechanical Engineering 2.004 Dynamic and Control II Laboratory Seion 5: Elimination of Steady-State Error Uing Integral Control Action 1 Laboratory Objective:
More informationA new approach to determinate parasitic elements of GaN HEMT by COLD FET S-Parameter
A ne approach to determinate paraitic element of GaN HEMT by COLD FET -Parameter Min Han 1*, Yongheng Dai 1, 2, Jianjun Zhou 2, Chao Liu 3, Xu Li 1 1 chool of Electronic and Optical Engineer,Nanjing Univerity
More informationChemistry I Unit 3 Review Guide: Energy and Electrons
Cheitry I Unit 3 Review Guide: Energy and Electron Practice Quetion and Proble 1. Energy i the capacity to do work. With reference to thi definition, decribe how you would deontrate that each of the following
More informationAPPLICATION OF THE SINGLE IMPACT MICROINDENTATION FOR NON- DESTRUCTIVE TESTING OF THE FRACTURE TOUGHNESS OF NONMETALLIC AND POLYMERIC MATERIALS
APPLICATION OF THE SINGLE IMPACT MICROINDENTATION FOR NON- DESTRUCTIVE TESTING OF THE FRACTURE TOUGHNESS OF NONMETALLIC AND POLYMERIC MATERIALS REN A. P. INSTITUTE OF APPLIED PHYSICS OF THE NATIONAL ACADEMY
More informationSOLUTIONS FOR TUTORIAL QUESTIONS COURSE TEP Ideal motor speed = 1450rev/min x 12/120 = 145 rev/min
SOLUTIONS FOR TUTORIL QUESTIONS COURSE TE 49 ) Maxiu pup diplaceent i c /rev. Motor diplaceent i c /rev. a) t full pup diplaceent: Ideal otor peed 4rev/in x / 4 rev/in The lo in otor peed due to the voluetric
More informationEstimating floor acceleration in nonlinear multi-story moment-resisting frames
Etimating floor acceleration in nonlinear multi-tory moment-reiting frame R. Karami Mohammadi Aitant Profeor, Civil Engineering Department, K.N.Tooi Univerity M. Mohammadi M.Sc. Student, Civil Engineering
More informationResearch Article An Extension of Cross Redundancy of Interval Scale Outputs and Inputs in DEA
Hindawi Publihing Corporation pplied Matheatic Volue 2013, rticle ID 658635, 7 page http://dx.doi.org/10.1155/2013/658635 Reearch rticle n Extenion of Cro Redundancy of Interval Scale Output and Input
More informationCopyright 1967, by the author(s). All rights reserved.
Copyright 1967, by the author(). All right reerved. Permiion to make digital or hard copie of all or part of thi work for peronal or claroom ue i granted without fee provided that copie are not made or
More informationConditions for equilibrium (both translational and rotational): 0 and 0
Leon : Equilibriu, Newton econd law, Rolling, Angular Moentu (Section 8.3- Lat tie we began dicuing rotational dynaic. We howed that the rotational inertia depend on the hape o the object and the location
More informationBASIC INDUCTION MOTOR CONCEPTS
INDUCTION MOTOS An induction motor ha the ame phyical tator a a ynchronou machine, with a different rotor contruction. There are two different type of induction motor rotor which can be placed inide the
More information5. NON-LINER BLOCKS Non-linear standard blocks
5. NON-LINER BLOCKS In previou chapter continuou tem or tem where to the change of the input a change of the output correponded, which in the whole range of the ignal value could be expreed b one equation,
More informationMASTER-SLAVE CONTROL FOR A CONSTRUCTION ROBOT TELEOPERATION SYSTEM (EVALUATION OF AN OPERATION SYSTEM WITH VIDEO CAMERAS AND FORCE FEEDBACK)
MASTER-SLAVE CONTROL FOR A CONSTRUCTION ROBOT TELEOPERATION SYSTEM (EVALUATION OF AN OPERATION SYSTEM WITH VIDEO CAMERAS AND FORCE FEEDBACK) Lingtao HUANG*, Hidetohi KATO**, Takuya KAWAMURA***and Hironao
More informationPractice Problem Solutions. Identify the Goal The acceleration of the object Variables and Constants Known Implied Unknown m = 4.
Chapter 5 Newton Law Practice Proble Solution Student Textbook page 163 1. Frae the Proble - Draw a free body diagra of the proble. - The downward force of gravity i balanced by the upward noral force.
More informationIII.9. THE HYSTERESIS CYCLE OF FERROELECTRIC SUBSTANCES
III.9. THE HYSTERESIS CYCLE OF FERROELECTRIC SBSTANCES. Work purpoe The analyi of the behaviour of a ferroelectric ubtance placed in an eternal electric field; the dependence of the electrical polariation
More informationInvestigation of application of extractive distillation method in chloroform manufacture
Invetigation of application of etractive ditillation ethod in chlorofor anufacture Proceeding of uropean Congre of Cheical ngineering (CC-6) Copenhagen, 16-20 Septeber 2007 Invetigation of application
More informationLOAD AND RESISTANCE FACTOR DESIGN APPROACH FOR FATIGUE OF MARINE STRUCTURES
8 th ACE pecialty Conference on Probabilitic Mechanic and tructural Reliability PMC2000-169 LOAD AND REITANCE FACTOR DEIGN APPROACH FOR FATIGUE OF MARINE TRUCTURE Abtract I.A. Aakkaf, G. ACE, and B.M.
More informationHybrid technique based on chirp effect and phase shifts for spectral Talbot effect in sampled fiber Bragg gratings (FBGs)
Optica Applicata, Vol. XLI, No. 1, 011 Hybrid technique baed on chirp effect and phae hift for pectral Talbot effect in apled fiber Bragg grating (FBG) GUO DENG *, WEI PAN Center for Inforation Photonic
More informationMechanics. Free rotational oscillations. LD Physics Leaflets P Measuring with a hand-held stop-clock. Oscillations Torsion pendulum
Mechanic Ocillation Torion pendulum LD Phyic Leaflet P.5.. Free rotational ocillation Meauring with a hand-held top-clock Object of the experiment g Meauring the amplitude of rotational ocillation a function
More informationName: Answer Key Date: Regents Physics. Energy
Nae: Anwer Key Date: Regent Phyic Tet # 9 Review Energy 1. Ue GUESS ethod and indicate all vector direction.. Ter to know: work, power, energy, conervation of energy, work-energy theore, elatic potential
More information2FSK-LFM Compound Signal Parameter Estimation Based on Joint FRFT-ML Method
International Conerence on et eaureent Coputational ethod (C 5 FS-F Copound Signal Paraeter Etiation Baed on Joint FF- ethod Zhaoyang Qiu Bin ang School o Electronic Engineering Univerity o Electronic
More informationSIMM Method Based on Acceleration Extraction for Nonlinear Maneuvering Target Tracking
Journal of Electrical Engineering & Technology Vol. 7, o. 2, pp. 255~263, 202 255 http://dx.doi.org/0.5370/jeet.202.7.2.255 SIMM Method Baed on Acceleration Extraction for onlinear Maneuvering Target Tracking
More informationThe University of Akron Descriptive Astronomy Department of Physics. 3650: Exam #2 SVD 10/12/17
The Univerity of Akron Decriptive Atronoy Departent of Phyic 3650:130-001 Exa # SVD 10/1/17 1. What phyical quantity i ued to deterine the aount of inertia an object ha? (a) force (b) a (c) weight (d)
More informationEvolutionary Algorithms Based Fixed Order Robust Controller Design and Robustness Performance Analysis
Proceeding of 01 4th International Conference on Machine Learning and Computing IPCSIT vol. 5 (01) (01) IACSIT Pre, Singapore Evolutionary Algorithm Baed Fixed Order Robut Controller Deign and Robutne
More information84 ZHANG Jing-Shang Vol. 39 of which would emit 5 He rather than 3 He. 5 He i untable and eparated into n + pontaneouly, which can alo be treated a if
Commun. Theor. Phy. (Beijing, China) 39 (003) pp. 83{88 c International Academic Publiher Vol. 39, No. 1, January 15, 003 Theoretical Analyi of Neutron Double-Dierential Cro Section of n+ 11 B at 14. MeV
More informationCONSOLIDATION ANALYSIS OF SOFT CLAY AT LARGE STRAIN
Proceeding of Softoil 04, October, -3 rd 04 CONSOLIDATION ANALYSIS OF SOFT CLAY AT LARGE STRAIN Yakin, Y. A., Djayaputra, A. A. and Rahardjo, P. P. 3 ABSTRACT: Settleent of oft oil caued by external load
More informationBernoulli s equation may be developed as a special form of the momentum or energy equation.
BERNOULLI S EQUATION Bernoulli equation may be developed a a pecial form of the momentum or energy equation. Here, we will develop it a pecial cae of momentum equation. Conider a teady incompreible flow
More informationEE 4443/5329. LAB 3: Control of Industrial Systems. Simulation and Hardware Control (PID Design) The Inverted Pendulum. (ECP Systems-Model: 505)
EE 4443/5329 LAB 3: Control of Indutrial Sytem Simulation and Hardware Control (PID Deign) The Inverted Pendulum (ECP Sytem-Model: 505) Compiled by: Nitin Swamy Email: nwamy@lakehore.uta.edu Email: okuljaca@lakehore.uta.edu
More informationAt the end of this lesson, the students should be able to understand:
Intructional Objective: At the end of thi leon, the tudent hould be able to undertand: Baic failure mechanim of riveted joint. Concept of deign of a riveted joint. 1. Strength of riveted joint: Strength
More information1-D SEDIMENT NUMERICAL MODEL AND ITS APPLICATION. Weimin Wu 1 and Guolu Yang 2
U-CHINA WORKHOP ON ADVANCED COMPUTATIONAL MODELLING IN HYDROCIENCE & ENGINEERING epteber 9-, Oxford, Miiippi, UA -D EDIMENT NUMERICAL MODEL AND IT APPLICATION Weiin Wu and Guolu Yang ABTRACT A one dienional
More informationFeedback Control Systems (FCS)
Feedback Control Sytem (FCS) Lecture19-20 Routh-Herwitz Stability Criterion Dr. Imtiaz Huain email: imtiaz.huain@faculty.muet.edu.pk URL :http://imtiazhuainkalwar.weebly.com/ Stability of Higher Order
More informationIndependent Joint Control
ME135 ADANCED OBOICS Independent oint Contro ee-hwan yu Schoo of Mechanica Engineering Introduction to Contro Contro: deterining the tie hitory of joint input to do a coanded otion Contro ethod are depend
More informationMechanics. LD Physics Leaflets. Determining the gravitational constant with the gravitation torsion balance after Cavendish P m 1.
Mechanic Meauring ethod Deterining the gravitational contant LD Phyic Leaflet P..3. Oject of the experient Deterining the gravitational contant with the gravitation torion alance after Cavendih Recording
More informationTuning of High-Power Antenna Resonances by Appropriately Reactive Sources
Senor and Simulation Note Note 50 Augut 005 Tuning of High-Power Antenna Reonance by Appropriately Reactive Source Carl E. Baum Univerity of New Mexico Department of Electrical and Computer Engineering
More informationNanotechnology and high-precision optical displacement sensor design for optomechatronical systems
Nanotechnology and high-preciion optical diplaceent enor deign for optoechatronical yte A. Rotai* a, b, c, R. Yadipour a and K. Abbaian a, Z. D. Koozehkanani a, A. Ghanbari b, c, d and F. J. Sharifi e
More informationPOSTER PRESENTATION OF A PAPER BY: Alex Shved, Mark Logillo, Spencer Studley AAPT MEETING, JANUARY, 2002, PHILADELPHIA
POSTER PRESETATIO OF A PAPER BY: Ale Shved, Mar Logillo, Spencer Studley AAPT MEETIG, JAUARY, 00, PHILADELPHIA Daped Haronic Ocillation Uing Air a Drag Force Spencer Studley Ale Shveyd Mar Loguillo Santa
More informationPart I: Multiple-Choice
Part I: Multiple-Choice Circle your anwer to each quetion. Any other ark will not be given credit. Each ultiple-choice quetion i worth point for a total of 0 point. 1. The dead-quiet caterpillar drive
More informationSocial Studies 201 Notes for March 18, 2005
1 Social Studie 201 Note for March 18, 2005 Etimation of a mean, mall ample ize Section 8.4, p. 501. When a reearcher ha only a mall ample ize available, the central limit theorem doe not apply to the
More informationLecture 2 Phys 798S Spring 2016 Steven Anlage. The heart and soul of superconductivity is the Meissner Effect. This feature uniquely distinguishes
ecture Phy 798S Spring 6 Steven Anlage The heart and oul of uperconductivity i the Meiner Effect. Thi feature uniquely ditinguihe uperconductivity fro any other tate of atter. Here we dicu oe iple phenoenological
More informationLecture 2 DATA ENVELOPMENT ANALYSIS - II
Lecture DATA ENVELOPMENT ANALYSIS - II Learning objective To eplain Data Envelopent Anali for ultiple input and ultiple output cae in the for of linear prograing .5 DEA: Multiple input, ultiple output
More informationStudy on the effect of vent on the electroacoustic absorber
INTER-NOISE 016 Study on the effect of vent on the electroacoutic aborber Youngeun Cho 1 ; Semyung Wang 1, Gwangju Intitute of Science and Technology, Republic of Korea ABSTRACT Electroacoutic aborber
More informationNo-load And Blocked Rotor Test On An Induction Machine
No-load And Blocked Rotor Tet On An Induction Machine Aim To etimate magnetization and leakage impedance parameter of induction machine uing no-load and blocked rotor tet Theory An induction machine in
More informationSimulation and Analysis of Linear Permanent Magnet Vernier Motors for Direct Drive Systems
Available online at www.ijpe-online.com vol. 3, no. 8, December 07, pp. 304-3 DOI: 0.3940/ijpe.7.08.p.3043 Simulation and Analyi of Linear Permanent Magnet Vernier Motor for Direct Drive Sytem Mingjie
More informationFUNDAMENTALS OF POWER SYSTEMS
1 FUNDAMENTALS OF POWER SYSTEMS 1 Chapter FUNDAMENTALS OF POWER SYSTEMS INTRODUCTION The three baic element of electrical engineering are reitor, inductor and capacitor. The reitor conume ohmic or diipative
More informationUSING NONLINEAR CONTROL ALGORITHMS TO IMPROVE THE QUALITY OF SHAKING TABLE TESTS
October 12-17, 28, Beijing, China USING NONLINEAR CONTR ALGORITHMS TO IMPROVE THE QUALITY OF SHAKING TABLE TESTS T.Y. Yang 1 and A. Schellenberg 2 1 Pot Doctoral Scholar, Dept. of Civil and Env. Eng.,
More informationSuggested Answers To Exercises. estimates variability in a sampling distribution of random means. About 68% of means fall
Beyond Significance Teting ( nd Edition), Rex B. Kline Suggeted Anwer To Exercie Chapter. The tatitic meaure variability among core at the cae level. In a normal ditribution, about 68% of the core fall
More informationA Simple Model of the Linear Speed of a Ground Vehicle under Accelerating and Decelerating Forces
A Siple Model of the Linear Speed of a Ground Vehicle under Accelerating and Decelerating orce Guillero Calderón Meza Kaierlautern Univerity of Technology aculty of Inforatic calderon@inforatik.uni-kl.de
More informationReal-Time Identification of Sliding Friction Using LabVIEW FPGA
Real-Time Identification of Sliding Friction Uing LabVIEW FPGA M. Laine Mear, Jeannie S. Falcon, IEEE, and Thoma R. Kurfe, IEEE Abtract Friction i preent in all mechanical ytem, and can greatly affect
More informationNONLINEAR CONTROLLER DESIGN FOR A SHELL AND TUBE HEAT EXCHANGER AN EXPERIMENTATION APPROACH
International Journal of Electrical, Electronic and Data Communication, ISSN: 232-284 Volume-3, Iue-8, Aug.-25 NONLINEAR CONTROLLER DESIGN FOR A SHELL AND TUBE HEAT EXCHANGER AN EXPERIMENTATION APPROACH
More informationHorizontal Biaxial Loading Tests on Sliding Lead Rubber Bearing System
Horizontal Biaxial Loading Tet on Sliding Lead Rubber Bearing Sytem M. Yamamoto, H. Hamaguchi & N. Kamohita Takenaka Reearch and Development Intitute, Japan. M. Kikuchi & K. Ihii Hokkaido Univerity, Japan.
More informationMath Skills. Scientific Notation. Uncertainty in Measurements. Appendix A5 SKILLS HANDBOOK
ppendix 5 Scientific Notation It i difficult to work with very large or very mall number when they are written in common decimal notation. Uually it i poible to accommodate uch number by changing the SI
More informationPerformance Analysis of Sub-Rating for Handoff Calls in HCN
I. J. Counication, Network and Syte Science, 29, 1, 1-89 Publihed Online February 29 in SciRe (http://www.scirp.org/journal/ijcn/). Perforance Analyi of Sub-Rating for Handoff Call in HCN Xiaolong WU 1,
More information