Class information for:
Level 1: FLEXURE HINGE//PIEZOELECTRIC ACTUATOR//COMPLIANT MECHANISM

Basic class information
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
22 4 AUTOMATION & CONTROL SYSTEMS//ENGINEERING, CIVIL//ACOUSTICS 457813
605 3       ENERGY HARVESTING//ULTRASONIC MOTOR//PIEZOELECTRIC ACTUATOR 14256
620 2             ENERGY HARVESTING//ULTRASONIC MOTOR//PIEZOELECTRIC ACTUATOR 14256
2904 1                   FLEXURE HINGE//PIEZOELECTRIC ACTUATOR//COMPLIANT MECHANISM 2148

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 FLEXURE HINGE authKW 1338042 5% 81% 113
2 PIEZOELECTRIC ACTUATOR authKW 1235576 14% 29% 293
3 COMPLIANT MECHANISM authKW 552424 5% 38% 98
4 NANOPOSITIONING authKW 467224 4% 41% 78
5 FLEXURE MECHANISM authKW 417936 2% 81% 35
6 NEGATIVE IMAGINARY SYSTEMS authKW 323368 1% 96% 23
7 PRANDTL ISHLINSKII MODEL authKW 295774 1% 81% 25
8 MICRO NANOPOSITIONING authKW 264807 1% 95% 19
9 PRECISION POSITIONING authKW 237341 2% 41% 39
10 FLEXURE BASED MECHANISM authKW 235547 1% 94% 17

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Automation & Control Systems 33712 26% 0% 565
2 Engineering, Manufacturing 22196 18% 0% 384
3 Engineering, Mechanical 20306 32% 0% 680
4 Instruments & Instrumentation 20088 31% 0% 658
5 Robotics 7137 5% 0% 116
6 Engineering, Electrical & Electronic 5242 30% 0% 651
7 Engineering, General 2720 9% 0% 194
8 Nanoscience & Nanotechnology 2033 11% 0% 245
9 Physics, Applied 743 15% 0% 315
10 Computer Science, Artificial Intelligence 625 5% 0% 109

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 PRECIS SYST DESIGN 78239 0% 67% 8
2 INTELLIGENT SYST CONTROL ENGN 52393 0% 71% 5
3 GUANGDONG PROV PRECIS EQUIPMENT MFG TEC 50426 1% 25% 14
4 MECH ENGN ME3265 44013 0% 100% 3
5 ELE OMECH ENGN 42680 4% 4% 78
6 ROBOT MECHATRON 39846 2% 7% 40
7 AUTOMAT CONTROL MICROMECHATRON SYST 31877 0% 22% 10
8 BRIT ALEX DARBELOFF INFORMAT SYST TECHNOL 29342 0% 100% 2
9 FIE ICSTM 29342 0% 100% 2
10 INGN ARAGON 29342 0% 100% 2

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 PRECISION ENGINEERING-JOURNAL OF THE INTERNATIONAL SOCIETIES FOR PRECISION ENGINEERING AND NANOTECHNOLOGY 183690 6% 9% 137
2 IEEE-ASME TRANSACTIONS ON MECHATRONICS 114582 6% 6% 134
3 MECHANICAL SCIENCES 68077 1% 17% 27
4 MECHATRONICS 53117 4% 4% 84
5 JOURNAL OF MECHANISMS AND ROBOTICS-TRANSACTIONS OF THE ASME 43480 2% 7% 44
6 JOURNAL OF MECHANICAL DESIGN 24998 3% 2% 75
7 IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY 23067 3% 2% 67
8 MECHANISM AND MACHINE THEORY 22498 3% 2% 74
9 SMART MATERIALS AND STRUCTURES 19920 4% 2% 85
10 SENSORS AND ACTUATORS A-PHYSICAL 14385 5% 1% 100

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 FLEXURE HINGE 1338042 5% 81% 113 Search FLEXURE+HINGE Search FLEXURE+HINGE
2 PIEZOELECTRIC ACTUATOR 1235576 14% 29% 293 Search PIEZOELECTRIC+ACTUATOR Search PIEZOELECTRIC+ACTUATOR
3 COMPLIANT MECHANISM 552424 5% 38% 98 Search COMPLIANT+MECHANISM Search COMPLIANT+MECHANISM
4 NANOPOSITIONING 467224 4% 41% 78 Search NANOPOSITIONING Search NANOPOSITIONING
5 FLEXURE MECHANISM 417936 2% 81% 35 Search FLEXURE+MECHANISM Search FLEXURE+MECHANISM
6 NEGATIVE IMAGINARY SYSTEMS 323368 1% 96% 23 Search NEGATIVE+IMAGINARY+SYSTEMS Search NEGATIVE+IMAGINARY+SYSTEMS
7 PRANDTL ISHLINSKII MODEL 295774 1% 81% 25 Search PRANDTL+ISHLINSKII+MODEL Search PRANDTL+ISHLINSKII+MODEL
8 MICRO NANOPOSITIONING 264807 1% 95% 19 Search MICRO+NANOPOSITIONING Search MICRO+NANOPOSITIONING
9 PRECISION POSITIONING 237341 2% 41% 39 Search PRECISION+POSITIONING Search PRECISION+POSITIONING
10 FLEXURE BASED MECHANISM 235547 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.

Classes with closest relation at Level 1


rank cluster_id2 link
1 14750 MICROGRIPPER//MICROASSEMBLY//NANOMANIPULATION
2 23891 INERTIAL SWITCH//ACCELERATION SWITCH//INERTIAL MICROSWITCH
3 8997 ULTRASONIC MOTOR//PIEZOELECTRIC MOTOR//ULTRASONIC LINEAR MOTOR
4 38298 PIEZOHYDRAULIC ACTUATOR//COMPACT HYBRID ACTUATORS//PIEZOHYDRAULIC PUMP
5 12636 HARD DISK DRIVE//DUAL STAGE ACTUATOR//HARD DISK DRIVES HDDS
6 7167 FRICTION COMPENSATION//CONTOUR ERROR//CONTOURING CONTROL
7 3465 PREISACH MODEL//VECTOR HYSTERESIS//MAGNETIC HYSTERESIS
8 34920 KINEMATIC COUPLING//EXACT CONSTRAINT//MO EXPOSURE OPTICS
9 23901 TRUNCATED VARIATION//NON CLASSICAL HEAT EQUATION//PREISACH OPERATOR
10 12463 NANOMETROLOGY//MICRO CMM//NANOPOSITIONING AND NANOMEASURING MACHINE

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