Class information for:
Level 1: SOFT SENSOR//PROCESS MONITORING//FAULT DETECTION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
1760 2499 29.3 65%


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
10 4 OPTICS//PHYSICS, PARTICLES & FIELDS//PHYSICS, MULTIDISCIPLINARY 1131262
311 3       SERS//SURFACE ENHANCED RAMAN SCATTERING//CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 40151
322 2             CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS//NEAR INFRARED SPECTROSCOPY//JOURNAL OF CHEMOMETRICS 18229
1760 1                   SOFT SENSOR//PROCESS MONITORING//FAULT DETECTION 2499

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 SOFT SENSOR authKW 987439 7% 48% 167
2 PROCESS MONITORING authKW 696674 10% 24% 241
3 FAULT DETECTION authKW 470395 12% 13% 291
4 TENNESSEE EASTMAN PROCESS authKW 449777 2% 78% 47
5 IND PROC CONTROL address 399768 4% 36% 91
6 STATE IND CONTROL TECHNOL address 311187 7% 16% 164
7 BATCH PROCESS MONITORING authKW 297164 1% 81% 30
8 CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS journal 266264 11% 8% 263
9 MULTIVARIATE STATISTICAL PROCESS CONTROL authKW 265812 2% 40% 55
10 MULTIPHASE BATCH PROCESS authKW 256562 1% 100% 21

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 69904 35% 1% 865
2 Engineering, Chemical 37831 51% 0% 1273
3 Computer Science, Artificial Intelligence 14554 20% 0% 506
4 Mathematics, Interdisciplinary Applications 11880 16% 0% 398
5 Statistics & Probability 9441 15% 0% 383
6 Instruments & Instrumentation 8455 19% 0% 468
7 Computer Science, Interdisciplinary Applications 2961 10% 0% 245
8 Chemistry, Analytical 2936 16% 0% 395
9 Engineering, General 832 5% 0% 122
10 Engineering, Electrical & Electronic 491 11% 0% 268

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 IND PROC CONTROL 399768 4% 36% 91
2 STATE IND CONTROL TECHNOL 311187 7% 16% 164
3 ADV CONTROL OPTIMIZAT CHEM PROC 216551 3% 21% 86
4 STATE SYNTH AUTOMAT PROC IND 183258 1% 100% 15
5 PROC ANALYT CONTROL TECHNOL 151818 1% 37% 34
6 ENGN PROC EQUIPMENT REMFG 148926 1% 76% 16
7 INTELLIGENT SYST CONTROL GRP 132060 1% 54% 20
8 HGUM 62830 0% 86% 6
9 MCMASTER ADV CONTROL CONSORTIUM 58167 0% 48% 10
10 POLYMER PROC SYST 48865 0% 67% 6

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 CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 266264 11% 8% 263
2 JOURNAL OF PROCESS CONTROL 245449 8% 10% 201
3 JOURNAL OF CHEMOMETRICS 74002 4% 7% 91
4 COMPUTERS & CHEMICAL ENGINEERING 72829 8% 3% 196
5 INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 45929 13% 1% 321
6 CONTROL ENGINEERING PRACTICE 24825 3% 3% 80
7 AICHE JOURNAL 24072 6% 1% 140
8 CHINESE JOURNAL OF CHEMICAL ENGINEERING 18363 3% 2% 66
9 ISA TRANSACTIONS 8329 1% 2% 36
10 CHEMICAL ENGINEERING RESEARCH & DESIGN 6040 2% 1% 49

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 SOFT SENSOR 987439 7% 48% 167 Search SOFT+SENSOR Search SOFT+SENSOR
2 PROCESS MONITORING 696674 10% 24% 241 Search PROCESS+MONITORING Search PROCESS+MONITORING
3 FAULT DETECTION 470395 12% 13% 291 Search FAULT+DETECTION Search FAULT+DETECTION
4 TENNESSEE EASTMAN PROCESS 449777 2% 78% 47 Search TENNESSEE+EASTMAN+PROCESS Search TENNESSEE+EASTMAN+PROCESS
5 BATCH PROCESS MONITORING 297164 1% 81% 30 Search BATCH+PROCESS+MONITORING Search BATCH+PROCESS+MONITORING
6 MULTIVARIATE STATISTICAL PROCESS CONTROL 265812 2% 40% 55 Search MULTIVARIATE+STATISTICAL+PROCESS+CONTROL Search MULTIVARIATE+STATISTICAL+PROCESS+CONTROL
7 MULTIPHASE BATCH PROCESS 256562 1% 100% 21 Search MULTIPHASE+BATCH+PROCESS Search MULTIPHASE+BATCH+PROCESS
8 BATCH PROCESS 243388 4% 21% 97 Search BATCH+PROCESS Search BATCH+PROCESS
9 CONTRIBUTION PLOTS 227421 1% 85% 22 Search CONTRIBUTION+PLOTS Search CONTRIBUTION+PLOTS
10 MULTIVARIATE STATISTICAL PROCESS MONITORING 215505 1% 84% 21 Search MULTIVARIATE+STATISTICAL+PROCESS+MONITORING Search MULTIVARIATE+STATISTICAL+PROCESS+MONITORING

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 GE, ZQ , SONG, ZH , GAO, FR , (2013) REVIEW OF RECENT RESEARCH ON DATA-BASED PROCESS MONITORING.INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH. VOL. 52. ISSUE 10. P. 3543-3562 154 91% 109
2 QIN, SJ , (2012) SURVEY ON DATA-DRIVEN INDUSTRIAL PROCESS MONITORING AND DIAGNOSIS.ANNUAL REVIEWS IN CONTROL. VOL. 36. ISSUE 2. P. 220-234 76 80% 184
3 JIN, HP , CHEN, XG , WANG, L , YANG, K , WU, L , (2015) ADAPTIVE SOFT SENSOR DEVELOPMENT BASED ON ONLINE ENSEMBLE GAUSSIAN PROCESS REGRESSION FOR NONLINEAR TIME-VARYING BATCH PROCESSES.INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH. VOL. 54. ISSUE 30. P. 7320 -7345 67 93% 4
4 VAN IMPE, J , GINS, G , (2015) AN EXTENSIVE REFERENCE DATASET FOR FAULT DETECTION AND IDENTIFICATION IN BATCH PROCESSES.CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS. VOL. 148. ISSUE . P. 20 -31 67 84% 0
5 JIN, HP , CHEN, XG , YANG, JW , WANG, L , WU, L , (2015) ONLINE LOCAL LEARNING BASED ADAPTIVE SOFT SENSOR AND ITS APPLICATION TO AN INDUSTRIAL FED-BATCH CHLORTETRACYCLINE FERMENTATION PROCESS.CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS. VOL. 143. ISSUE . P. 58 -78 67 82% 1
6 JIANG, QC , YAN, XF , (2014) MONITORING MULTI-MODE PLANT-WIDE PROCESSES BY USING MUTUAL INFORMATION-BASED MULTI-BLOCK PCA, JOINT PROBABILITY, AND BAYESIAN INFERENCE.CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS. VOL. 136. ISSUE . P. 121 -137 58 94% 5
7 LI, N , YAN, WW , YANG, YP , (2015) SPATIAL-STATISTICAL LOCAL APPROACH FOR IMPROVED MANIFOLD-BASED PROCESS MONITORING.INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH. VOL. 54. ISSUE 34. P. 8509 -8519 55 93% 3
8 JIN, HP , CHEN, XG , YANG, JW , ZHANG, H , WANG, L , WU, L , (2015) MULTI-MODEL ADAPTIVE SOFT SENSOR MODELING METHOD USING LOCAL LEARNING AND ONLINE SUPPORT VECTOR REGRESSION FOR NONLINEAR TIME-VARIANT BATCH PROCESSES.CHEMICAL ENGINEERING SCIENCE. VOL. 131. ISSUE . P. 282 -303 55 80% 7
9 LIANG, J , QIAN, JX , (2003) MULTIVARIATE STATISTICAL PROCESS MONITORING AND CONTROL: RECENT DEVELOPMENTS AND APPLICATIONS TO CHEMICAL INDUSTRY.CHINESE JOURNAL OF CHEMICAL ENGINEERING. VOL. 11. ISSUE 2. P. 191-203 72 90% 19
10 JIANG, QC , YAN, XF , (2014) JOINT PROBABILITY DENSITY AND DOUBLE-WEIGHTED INDEPENDENT COMPONENT ANALYSIS FOR MULTIMODE NON-GAUSSIAN PROCESS MONITORING.INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH. VOL. 53. ISSUE 52. P. 20168 -20176 51 96% 2

Classes with closest relation at Level 1


Rank Class id link
1 17549 SIGNED DIRECTED GRAPH//ALARM MANAGEMENT//PLANT ALARM SYSTEM
2 33276 MELT INDEX PREDICTION//FRUIT FLY OPTIMIZATION ALGORITHM//PROPYLENE POLYMERIZATION INDUSTRY
3 1925 MULTIVARIATE CALIBRATION//JOURNAL OF CHEMOMETRICS//CALIBRATION TRANSFER
4 18467 CONTROL PERFORMANCE MONITORING//CONTROL PERFORMANCE ASSESSMENT//CONTROL LOOP PERFORMANCE
5 16439 DATA RECONCILIATION//GROSS ERROR DETECTION//DYNAMIC DATA RECONCILIATION
6 31166 ANGLE MEASURE TECHNIQUE//MULTIVARIATE IMAGE ANALYSIS//WAVELET TEXTURE ANALYSIS
7 36433 ARYLPROPARGYL ETHERS OF PHENOLS//CHEMOMETR//SUPERVISED KOHONEN NETWORKS
8 12929 STACKED NEURAL NETWORKS//EXTRACTIVE ALCOHOLIC FERMENTATION//ALCOHOLIC FERMENTATION PROCESS
9 1532 FAULT TOLERANT CONTROL//FAULT DETECTION AND ISOLATION//FAULT DETECTION
10 30659 PRINCIPAL CURVES//PRINCIPAL MANIFOLD//SUBSPACE CONSTRAINED MEAN SHIFT

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