Class information for:
Level 1: TOOL CONDITION MONITORING//TOOL WEAR MONITORING//TOOL WEAR

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
5642 1594 22.2 46%


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
406 3       ENGINEERING, MANUFACTURING//INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE//CUTTING FORCE 29578
471 2             ENGINEERING, MANUFACTURING//CUTTING FORCE//TOOL WEAR 15904
5642 1                   TOOL CONDITION MONITORING//TOOL WEAR MONITORING//TOOL WEAR 1594

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 TOOL CONDITION MONITORING authKW 1538620 6% 85% 94
2 TOOL WEAR MONITORING authKW 606951 2% 81% 39
3 TOOL WEAR authKW 507486 11% 15% 173
4 TOOL BREAKAGE authKW 500573 2% 93% 28
5 FLANK WEAR authKW 265966 3% 28% 50
6 INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE journal 244731 13% 6% 215
7 ENGINEERING, MANUFACTURING WoSSC 157030 54% 1% 862
8 END MILLING authKW 148540 3% 17% 45
9 CUTTING FORCE authKW 139865 6% 8% 90
10 TOOL CONDITION authKW 134083 0% 100% 7

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 Engineering, Manufacturing 157030 54% 1% 862
2 Engineering, Mechanical 28747 43% 0% 689
3 Automation & Control Systems 11626 18% 0% 285
4 Engineering, Industrial 7345 12% 0% 190
5 Computer Science, Artificial Intelligence 1621 9% 0% 141
6 Instruments & Instrumentation 842 8% 0% 127
7 Engineering, General 681 5% 0% 87
8 Operations Research & Management Science 598 5% 0% 77
9 Computer Science, Interdisciplinary Applications 489 5% 0% 85
10 Materials Science, Multidisciplinary 397 14% 0% 227

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 AUTOMAT IND 54732 1% 12% 23
2 GRP MECAN PROC FABRICAT 38309 0% 100% 2
3 INGN MECAN IND MECATRON 38309 0% 100% 2
4 INNOVAT DIGITECH ENABLE PLICAT SERV 38309 0% 100% 2
5 MECH PROD TECHNOL 30643 0% 40% 4
6 ARCHITECTURAL MFG SCI 21545 0% 38% 3
7 A CAMPO REAL 19155 0% 100% 1
8 AEROSPACE STRUCT MAT MFG 19155 0% 100% 1
9 AUTOMAT CONTROL MICROMECHATRON SYST FEMTO 19155 0% 100% 1
10 AUTOMAT ROBOT CSIC UPM 19155 0% 100% 1

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 INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE 244731 13% 6% 215
2 JOURNAL OF ENGINEERING FOR INDUSTRY-TRANSACTIONS OF THE ASME 98108 4% 8% 63
3 INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY 58599 12% 2% 184
4 JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME 30356 4% 3% 62
5 PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE 23327 4% 2% 63
6 JOURNAL OF INTELLIGENT MANUFACTURING 22749 3% 3% 44
7 MECHANICAL SYSTEMS AND SIGNAL PROCESSING 17751 4% 2% 59
8 JOURNAL OF MATERIALS PROCESSING TECHNOLOGY 16351 7% 1% 107
9 MACHINING SCIENCE AND TECHNOLOGY 15989 1% 4% 21
10 BULLETIN OF THE JAPAN SOCIETY OF PRECISION ENGINEERING 9556 1% 5% 11

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 TOOL CONDITION MONITORING 1538620 6% 85% 94 Search TOOL+CONDITION+MONITORING Search TOOL+CONDITION+MONITORING
2 TOOL WEAR MONITORING 606951 2% 81% 39 Search TOOL+WEAR+MONITORING Search TOOL+WEAR+MONITORING
3 TOOL WEAR 507486 11% 15% 173 Search TOOL+WEAR Search TOOL+WEAR
4 TOOL BREAKAGE 500573 2% 93% 28 Search TOOL+BREAKAGE Search TOOL+BREAKAGE
5 FLANK WEAR 265966 3% 28% 50 Search FLANK+WEAR Search FLANK+WEAR
6 END MILLING 148540 3% 17% 45 Search END+MILLING Search END+MILLING
7 CUTTING FORCE 139865 6% 8% 90 Search CUTTING+FORCE Search CUTTING+FORCE
8 TOOL CONDITION 134083 0% 100% 7 Search TOOL+CONDITION Search TOOL+CONDITION
9 TOOL MONITORING 122587 1% 80% 8 Search TOOL+MONITORING Search TOOL+MONITORING
10 TOOL CONDITION MONITORING TCM 117321 0% 88% 7 Search TOOL+CONDITION+MONITORING+TCM Search TOOL+CONDITION+MONITORING+TCM

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 JEMIELNIAK, K , O'DONNELL, G , DORNFELD, D , TETI, R , (2010) ADVANCED MONITORING OF MACHINING OPERATIONS.CIRP ANNALS-MANUFACTURING TECHNOLOGY. VOL. 59. ISSUE 2. P. 717 -739 102 75% 234
2 SIDDHPURA, A , PAUROBALLY, R , (2013) A REVIEW OF FLANK WEAR PREDICTION METHODS FOR TOOL CONDITION MONITORING IN A TURNING PROCESS.INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY. VOL. 65. ISSUE 1-4. P. 371 -393 84 84% 28
3 SICK, B , (2002) ON-LINE AND INDIRECT TOOL WEAR MONITORING IN TURNING WITH ARTIFICIAL NEURAL NETWORKS: A REVIEW OF MORE THAN A DECADE OF RESEARCH.MECHANICAL SYSTEMS AND SIGNAL PROCESSING. VOL. 16. ISSUE 4. P. 487 -546 61 87% 162
4 ROTH, JT , DJURDJANOVIC, D , YANG, XP , MEARS, L , KURFESS, T , (2010) QUALITY AND INSPECTION OF MACHINING OPERATIONS: TOOL CONDITION MONITORING.JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME. VOL. 132. ISSUE 4. P. - 60 75% 9
5 ZHU, KP , SAN, WY , SOON, HG , (2009) WAVELET ANALYSIS OF SENSOR SIGNALS FOR TOOL CONDITION MONITORING: A REVIEW AND SOME NEW RESULTS.INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE. VOL. 49. ISSUE 7-8. P. 537 -553 57 55% 81
6 SALGADO, DR , ALONSO, FJ , (2007) AN APPROACH BASED ON CURRENT AND SOUND SIGNALS FOR IN-PROCESS TOOL WEAR MONITORING.INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE. VOL. 47. ISSUE 14. P. 2140-2152 33 100% 55
7 YEN, CL , LU, MC , CHEN, JL , (2013) APPLYING THE SELF-ORGANIZATION FEATURE MAP (SOM) ALGORITHM TO AE-BASED TOOL WEAR MONITORING IN MICRO-CUTTING.MECHANICAL SYSTEMS AND SIGNAL PROCESSING. VOL. 34. ISSUE 1-2. P. 353 -366 31 91% 16
8 LIANG, QK , ZHANG, D , WU, WN , ZOU, KL , (2016) METHODS AND RESEARCH FOR MULTI-COMPONENT CUTTING FORCE SENSING DEVICES AND APPROACHES IN MACHINING.SENSORS. VOL. 16. ISSUE 11. P. - 42 67% 0
9 WANG, WH , HONG, GS , WONG, YS , ZHU, KP , (2007) SENSOR FUSION FOR ONLINE TOOL CONDITION MONITORING IN MILLING.INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH. VOL. 45. ISSUE 21. P. 5095-5116 35 95% 19
10 BOUD, F , GINDY, NNZ , (2008) APPLICATION OF MULTI-SENSOR SIGNALS FOR MONITORING TOOL/WORKPIECE CONDITION IN BROACHING.INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING. VOL. 21. ISSUE 6. P. 715 -729 35 90% 5

Classes with closest relation at Level 1


Rank Class id link
1 4678 HARD TURNING//SURFACE ROUGHNESS//TOOL LIFE
2 2639 CHATTER//BALL END MILLING//INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE
3 31278 WEAR ELEMENT//TRIBO MAGNETIZATION//PRECIS MECH SYST ENGN
4 29350 GREAT EAGLE 25F//MOBILE CONTROL AND MONITORING//PROACTIVE TASK SUPPORT
5 11021 MICRO MILLING//FAST TOOL SERVO//BURR FORMATION
6 14610 AIR GAUGES//AIR GAUGING//CBN BASED COMPOSITE
7 10754 DRILLING//THRUST FORCE//POLYTECH ALMADEN
8 3906 ORTHOGONAL CUTTING//METAL CUTTING//CHIP FORMATION
9 34636 MACHINING DATA//MACHINABILITY DATA SELECTION//LHD OPERATIONS
10 5009 MQL//MINIMUM QUANTITY LUBRICATION//LASER ASSISTED MACHINING

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