Class information for:
Level 1: FLEXURE HINGE//PIEZOELECTRIC ACTUATOR//NANOPOSITIONING

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
3406 1991 23.9 61%


Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
2 4 MATERIALS SCIENCE, MULTIDISCIPLINARY//PHYSICS, APPLIED//PHYSICS, CONDENSED MATTER 2836879
376 3       SENSORS AND ACTUATORS A-PHYSICAL//JOURNAL OF MICROELECTROMECHANICAL SYSTEMS//MEMS 32422
729 2             ENERGY HARVESTING//ULTRASONIC MOTOR//PIEZOELECTRIC ACTUATOR 12629
3406 1                   FLEXURE HINGE//PIEZOELECTRIC ACTUATOR//NANOPOSITIONING 1991

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 FLEXURE HINGE authKW 1335646 5% 82% 106
2 PIEZOELECTRIC ACTUATOR authKW 1244062 14% 29% 281
3 NANOPOSITIONING authKW 448923 4% 40% 73
4 COMPLIANT MECHANISM authKW 442435 4% 35% 82
5 NEGATIVE IMAGINARY SYSTEMS authKW 352703 1% 100% 23
6 FLEXURE MECHANISM authKW 330669 1% 74% 29
7 PRANDTL ISHLINSKII MODEL authKW 294421 1% 80% 24
8 MICRO NANOPOSITIONING authKW 291364 1% 100% 19
9 HYSTERESIS authKW 253386 15% 6% 292
10 FLEXURE BASED MECHANISM authKW 246209 1% 94% 17

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Automation & Control Systems 34994 28% 0% 548
2 Engineering, Manufacturing 21819 18% 0% 363
3 Instruments & Instrumentation 18901 31% 0% 612
4 Engineering, Mechanical 18421 31% 0% 622
5 Engineering, Electrical & Electronic 5120 31% 0% 615
6 Robotics 5028 5% 0% 93
7 Engineering, General 2613 9% 0% 182
8 Nanoscience & Nanotechnology 1709 11% 0% 213
9 Physics, Applied 714 15% 0% 296
10 Computer Science, Artificial Intelligence 549 5% 0% 98

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 PRECIS SYST DESIGN 61336 0% 67% 6
2 INTELLIGENT SYST CONTROL ENGN 54765 0% 71% 5
3 MECH ENGN ME3265 46005 0% 100% 3
4 ELE OMECH ENGN 41114 4% 4% 71
5 AUTOMAT CONTROL MICROMECHATRON SYST 40321 1% 24% 11
6 GUANGDONG PROV PRECIS EQUIPMENT MFG TEC 39462 1% 23% 11
7 ROBOT MECHATRON 38240 2% 7% 37
8 BRIT ALEX DARBELOFF INFORMAT SYST TECHNOL 30670 0% 100% 2
9 FIE ICSTM 30670 0% 100% 2
10 INGN ARAGON 30670 0% 100% 2

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 PRECISION ENGINEERING-JOURNAL OF THE INTERNATIONAL SOCIETIES FOR PRECISION ENGINEERING AND NANOTECHNOLOGY 169466 6% 9% 125
2 IEEE-ASME TRANSACTIONS ON MECHATRONICS 120300 6% 6% 129
3 MECHANICAL SCIENCES 65390 1% 18% 24
4 MECHATRONICS 50540 4% 4% 79
5 JOURNAL OF MECHANISMS AND ROBOTICS-TRANSACTIONS OF THE ASME 30820 2% 6% 34
6 IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY 27388 4% 3% 70
7 JOURNAL OF MECHANICAL DESIGN 19455 3% 2% 64
8 MECHANISM AND MACHINE THEORY 19391 3% 2% 66
9 SMART MATERIALS AND STRUCTURES 17424 4% 2% 75
10 INTERNATIONAL JOURNAL OF THE JAPAN SOCIETY FOR PRECISION ENGINEERING 14284 1% 5% 18

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 FLEXURE HINGE 1335646 5% 82% 106 Search FLEXURE+HINGE Search FLEXURE+HINGE
2 PIEZOELECTRIC ACTUATOR 1244062 14% 29% 281 Search PIEZOELECTRIC+ACTUATOR Search PIEZOELECTRIC+ACTUATOR
3 NANOPOSITIONING 448923 4% 40% 73 Search NANOPOSITIONING Search NANOPOSITIONING
4 COMPLIANT MECHANISM 442435 4% 35% 82 Search COMPLIANT+MECHANISM Search COMPLIANT+MECHANISM
5 NEGATIVE IMAGINARY SYSTEMS 352703 1% 100% 23 Search NEGATIVE+IMAGINARY+SYSTEMS Search NEGATIVE+IMAGINARY+SYSTEMS
6 FLEXURE MECHANISM 330669 1% 74% 29 Search FLEXURE+MECHANISM Search FLEXURE+MECHANISM
7 PRANDTL ISHLINSKII MODEL 294421 1% 80% 24 Search PRANDTL+ISHLINSKII+MODEL Search PRANDTL+ISHLINSKII+MODEL
8 MICRO NANOPOSITIONING 291364 1% 100% 19 Search MICRO+NANOPOSITIONING Search MICRO+NANOPOSITIONING
9 HYSTERESIS 253386 15% 6% 292 Search HYSTERESIS Search HYSTERESIS
10 FLEXURE BASED MECHANISM 246209 1% 94% 17 Search FLEXURE+BASED+MECHANISM Search FLEXURE+BASED+MECHANISM

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.


Rank Reference # ref. in
cl.		 Shr. of ref. in
cl.		 Citations
1 GU, GY , ZHU, LM , SU, CY , DING, H , FATIKOW, S , (2016) MODELING AND CONTROL OF PIEZO-ACTUATED NANOPOSITIONING STAGES: A SURVEY.IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING. VOL. 13. ISSUE 1. P. 313 -332 140 83% 11
2 YONG, YK , MOHEIMANI, SOR , KENTON, BJ , LEANG, KK , (2012) INVITED REVIEW ARTICLE: HIGH-SPEED FLEXURE-GUIDED NANOPOSITIONING: MECHANICAL DESIGN AND CONTROL ISSUES.REVIEW OF SCIENTIFIC INSTRUMENTS. VOL. 83. ISSUE 12. P. - 109 59% 104
3 CAO, Y , CHEN, XB , (2015) A SURVEY OF MODELING AND CONTROL ISSUES FOR PIEZO-ELECTRIC ACTUATORS.JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME. VOL. 137. ISSUE 1. P. - 71 66% 5
4 QIN, YD , TIAN, YL , ZHANG, DW , SHIRINZADEH, B , FATIKOW, S , (2013) A NOVEL DIRECT INVERSE MODELING APPROACH FOR HYSTERESIS COMPENSATION OF PIEZOELECTRIC ACTUATOR IN FEEDFORWARD APPLICATIONS.IEEE-ASME TRANSACTIONS ON MECHATRONICS. VOL. 18. ISSUE 3. P. 981-989 37 95% 53
5 LIAW, HC , SHIRINZADEH, B , (2011) ROBUST ADAPTIVE CONSTRAINED MOTION TRACKING CONTROL OF PIEZO-ACTUATED FLEXURE-BASED MECHANISMS FOR MICRO/NANO MANIPULATION.IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS. VOL. 58. ISSUE 4. P. 1406-1415 42 89% 51
6 HASSANI, V , TJAHJOWIDODO, T , DO, TN , (2014) A SURVEY ON HYSTERESIS MODELING, IDENTIFICATION AND CONTROL.MECHANICAL SYSTEMS AND SIGNAL PROCESSING. VOL. 49. ISSUE 1-2. P. 209 -233 47 61% 43
7 GU, GY , ZHU, LM , SU, CY , DING, H , (2013) MOTION CONTROL OF PIEZOELECTRIC POSITIONING STAGES: MODELING, CONTROLLER DESIGN, AND EXPERIMENTAL EVALUATION.IEEE-ASME TRANSACTIONS ON MECHATRONICS. VOL. 18. ISSUE 5. P. 1459-1471 31 89% 62
8 GU, GY , ZHU, LM , SU, CY , (2014) MODELING AND COMPENSATION OF ASYMMETRIC HYSTERESIS NONLINEARITY FOR PIEZOCERAMIC ACTUATORS WITH A MODIFIED PRANDTL-ISHLINSKII MODEL.IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS. VOL. 61. ISSUE 3. P. 1583-1595 29 85% 57
9 BHAGAT, U , SHIRINZADEH, B , CLARK, L , CHEA, P , QIN, YD , TIAN, YL , ZHANG, DW , (2014) DESIGN AND ANALYSIS OF A NOVEL FLEXURE-BASED 3-DOF MECHANISM.MECHANISM AND MACHINE THEORY. VOL. 74. ISSUE . P. 173 -187 30 100% 22
10 TIAN, LZ , XIONG, ZH , WU, JH , DING, H , (2016) A COMPREHENSIVE INVERSION APPROACH FOR FEEDFORWARD COMPENSATION OF PIEZOACTUATOR SYSTEM AT HIGH FREQUENCY.SMART MATERIALS AND STRUCTURES. VOL. 25. ISSUE 9. P. - 36 92% 0

Classes with closest relation at Level 1


Rank Class id link
1 13289 MICROGRIPPER//MICROASSEMBLY//THERMAL ACTUATOR
2 23036 INERTIAL SWITCH//ACCELERATION SWITCH//INERTIAL MICROSWITCH
3 25524 PLANAR MOTOR//PLANAR ACTUATOR//SURFACE MOTOR
4 8365 ULTRASONIC MOTOR//PIEZOELECTRIC MOTOR//ULTRASONIC LINEAR MOTOR
5 28300 NANOMANIPULATION//AFM NANOROBOT//MOL ROBOT
6 13062 HARD DISK DRIVE//DUAL STAGE ACTUATOR//HARD DISK DRIVE HDD
7 11774 NANOMETROLOGY//MICRO CMM//NANOPOSITIONING AND NANOMEASURING MACHINE
8 23800 ABSOLUTE NEIGHBORHOOD MULTI RETRACTS//NON CLASSICAL HEAT EQUATION//MOVABLE SPACE
9 6920 FRICTION COMPENSATION//CONTOUR ERROR//CONTOURING CONTROL
10 37141 LIGHT OF SIGHT STABILIZATION//AD T OPT TECHNOL//BANDPASS FAST STEERING MIRROR

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