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

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
6045 1470 21.0 45%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
312 17646 INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE//ENGINEERING, MANUFACTURING//MACHINING SCIENCE AND TECHNOLOGY

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 TOOL CONDITION MONITORING Author keyword 89 65% 6% 86
2 TOOL WEAR MONITORING Author keyword 33 57% 3% 39
3 TOOL BREAKAGE Author keyword 18 52% 2% 25
4 TOOL WEAR Author keyword 17 10% 11% 155
5 TOOL CONDITION MONITORING TCM Author keyword 15 88% 0% 7
6 TOOL CONDITION Author keyword 11 78% 0% 7
7 FLANK WEAR Author keyword 8 18% 3% 42
8 TOOL WEAR ESTIMATION Author keyword 6 80% 0% 4
9 FEED MOTOR CURRENT Author keyword 6 71% 0% 5
10 SPINDLE MOTOR CURRENT Author keyword 6 71% 0% 5

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class		 LCSH search Wikipedia search
1 TOOL CONDITION MONITORING 89 65% 6% 86 Search TOOL+CONDITION+MONITORING Search TOOL+CONDITION+MONITORING
2 TOOL WEAR MONITORING 33 57% 3% 39 Search TOOL+WEAR+MONITORING Search TOOL+WEAR+MONITORING
3 TOOL BREAKAGE 18 52% 2% 25 Search TOOL+BREAKAGE Search TOOL+BREAKAGE
4 TOOL WEAR 17 10% 11% 155 Search TOOL+WEAR Search TOOL+WEAR
5 TOOL CONDITION MONITORING TCM 15 88% 0% 7 Search TOOL+CONDITION+MONITORING+TCM Search TOOL+CONDITION+MONITORING+TCM
6 TOOL CONDITION 11 78% 0% 7 Search TOOL+CONDITION Search TOOL+CONDITION
7 FLANK WEAR 8 18% 3% 42 Search FLANK+WEAR Search FLANK+WEAR
8 TOOL WEAR ESTIMATION 6 80% 0% 4 Search TOOL+WEAR+ESTIMATION Search TOOL+WEAR+ESTIMATION
9 FEED MOTOR CURRENT 6 71% 0% 5 Search FEED+MOTOR+CURRENT Search FEED+MOTOR+CURRENT
10 SPINDLE MOTOR CURRENT 6 71% 0% 5 Search SPINDLE+MOTOR+CURRENT Search SPINDLE+MOTOR+CURRENT

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 IN PROCESS DETECTION 17 72% 1% 13
2 TOOL WEAR 14 14% 6% 95
3 FORCE SIGNALS 11 100% 0% 6
4 WEAR DETECTION 11 78% 0% 7
5 FLANK WEAR 10 26% 2% 32
6 DYNAMOMETER DESIGN 9 83% 0% 5
7 SENSOR SIGNALS 9 83% 0% 5
8 TOOL BREAKAGE 9 67% 1% 8
9 BREAKAGE DETECTION 8 70% 0% 7
10 WEAR ESTIMATION 8 70% 0% 7

Journals

Reviews


Title Publ. year Cit. Active references % act. ref.
to same field
A review of flank wear prediction methods for tool condition monitoring in a turning process 2013 11 97 85%
Machining process monitoring and control: The state-of-the-art 2004 138 72 54%
On-line and indirect tool wear monitoring in turning with artificial neural networks: A review of more than a decade of research 2002 126 70 86%
State-of-the-art methods and results in tool condition monitoring: a review 2005 86 45 73%
A brief review: acoustic emission method for tool wear monitoring during turning 2002 116 14 86%
A review of machining monitoring systems based on artificial intelligence process models 2010 39 57 61%
Wavelet analysis of sensor signals for tool condition monitoring: A review and some new results 2009 48 100 56%
Sensor signals for tool-wear monitoring in metal cutting operations - a review of methods 2000 108 41 78%
Neural network solutions to the tool condition monitoring problem in metal cutting - A critical review of methods 1997 87 22 91%
Neural control strategy of constant cutting force system in end milling 2011 8 14 50%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 AUTOMAT IND 3 12% 1.5% 22
2 MECH PROD TECHNOL 2 40% 0.3% 4
3 ARCHITECTURAL MFG SCI 2 43% 0.2% 3
4 GRP MECAN PROC FABRICAT 1 100% 0.1% 2
5 INGN MECAN IND MECATRON 1 100% 0.1% 2
6 PHYS MECH MAT L MM 1 100% 0.1% 2
7 DIEGM ELECT MANAGEMENT MECH ENGN 1 33% 0.2% 3
8 MECH THEORY EQUIPMENT DESIGN 1 10% 0.7% 11
9 ESCUELA TECN SUPER 1 24% 0.3% 4
10 CHAIR COMP ARCHITECTU 1 40% 0.1% 2

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000206698 HARD TURNING//MULTI PASS TURNING//MECH STRUCT LMS
2 0.0000154260 CHATTER//PERIPHERAL MILLING//INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE
3 0.0000106301 ALKENE ACYLATIONS//ANYWHERE ANYTIME//BROAD BAND ABSORBANCE DETECTION
4 0.0000082566 GUNDRILLING//DRILLING SHAFT//DEEP HOLE DRILLING
5 0.0000079674 POINT MECHANISMS//REMOTE CONDITION MONITORING//ETSII CIUDAD REAL
6 0.0000079189 AIR GAUGING//PNEUMATIC GAUGING//SCATTERING PRINCIPLE
7 0.0000076616 MACHINING SCIENCE AND TECHNOLOGY//METAL CUTTING//MACHINING
8 0.0000072061 POLYTECH ALMADEN//DRILLING//THRUST FORCE
9 0.0000066480 DIAMOND TURNING//FAST TOOL SERVO//ROTARY ULTRASONIC MACHINING RUM
10 0.0000056045 BURR SIZE//DEBURRING TOOL//BURR FORMATION