Class information for: |
Basic class information |
ID | Publications | Average number of references |
Avg. shr. active ref. in WoS |
---|---|---|---|
1714 | 2442 | 27.5 | 62% |
Classes in level above (level 2) |
ID, lev. above |
Publications | Label for level above |
---|---|---|
1765 | 5865 | FAULT DETECTION//FAULT DETECTION AND ISOLATION//FAULT TOLERANT CONTROL |
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 | TENNESSEE EASTMAN PROCESS | Author keyword | 39 | 63% | 2% | 39 |
2 | PROCESS MONITORING | Author keyword | 37 | 17% | 8% | 205 |
3 | IND PROC CONTROL | Address | 34 | 35% | 3% | 79 |
4 | SOFT SENSOR | Author keyword | 34 | 28% | 4% | 103 |
5 | STATE SYNTH AUTOMAT PROC IND | Address | 30 | 100% | 0% | 12 |
6 | BATCH PROCESS MONITORING | Author keyword | 30 | 69% | 1% | 25 |
7 | MULTIVARIATE STATISTICAL PROCESS CONTROL | Author keyword | 23 | 36% | 2% | 53 |
8 | MULTIMODE PROCESS MONITORING | Author keyword | 23 | 100% | 0% | 10 |
9 | MULTIPHASE BATCH PROCESS | Author keyword | 23 | 100% | 0% | 10 |
10 | STATE IND CONTROL TECHNOL | Address | 23 | 16% | 5% | 132 |
Web of Science journal categories |
Author Key Words |
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 | MULTIPLE OPERATING MODES | 138 | 96% | 2% | 44 |
2 | PCA | 91 | 24% | 13% | 326 |
3 | PRINCIPAL COMPONENT ANALYSIS | 83 | 12% | 26% | 639 |
4 | BATCH PROCESSES | 65 | 35% | 6% | 149 |
5 | PLS | 60 | 21% | 10% | 248 |
6 | CONTRIBUTION PLOTS | 48 | 91% | 1% | 20 |
7 | MULTIBLOCK | 48 | 52% | 3% | 66 |
8 | FAULT DETECTION | 40 | 15% | 10% | 237 |
9 | MSPC | 37 | 100% | 1% | 14 |
10 | MONITORING BATCH PROCESSES | 37 | 58% | 2% | 42 |
Journals |
Reviews |
Title | Publ. year | Cit. | Active references | % act. ref. to same field |
---|---|---|---|---|
A Review on Basic Data-Driven Approaches for Industrial Process Monitoring | 2014 | 64 | 53 | 57% |
Review of Recent Research on Data-Based Process Monitoring | 2013 | 41 | 170 | 91% |
Survey on data-driven industrial process monitoring and diagnosis | 2012 | 73 | 95 | 82% |
Review of adaptation mechanisms for data-driven soft sensors | 2011 | 74 | 68 | 78% |
Data-driven Soft Sensors in the process industry | 2009 | 254 | 95 | 48% |
A review of process fault detection and diagnosis Part III: Process history based methods | 2003 | 455 | 70 | 70% |
A review of process fault detection and diagnosis Part I: Quantitative model-based methods | 2003 | 644 | 29 | 34% |
Data-driven design of monitoring and diagnosis systems for dynamic processes: A review of subspace technique based schemes and some recent results | 2014 | 10 | 33 | 67% |
Virtual Sensing Technology in Process Industries: Trends and Challenges Revealed by Recent Industrial Applications | 2013 | 16 | 73 | 68% |
A review of process fault detection and diagnosis Part II: Quantitative model and search strategies | 2003 | 301 | 41 | 51% |
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 | IND PROC CONTROL | 34 | 35% | 3.2% | 79 |
2 | STATE SYNTH AUTOMAT PROC IND | 30 | 100% | 0.5% | 12 |
3 | STATE IND CONTROL TECHNOL | 23 | 16% | 5.4% | 132 |
4 | PROC ANALYT CONTROL TECHNOL | 15 | 37% | 1.4% | 34 |
5 | INTELLIGENT SYST CONTROL GRP | 14 | 51% | 0.8% | 19 |
6 | ADV CONTROL OPTIMIZAT CHEM PROC | 13 | 20% | 2.3% | 57 |
7 | HGUM | 12 | 86% | 0.2% | 6 |
8 | AUTOMAT CONTROL COMPLEX SYST AKS | 10 | 57% | 0.5% | 12 |
9 | POLYMER PROC SYST | 8 | 75% | 0.2% | 6 |
10 | MCMASTER ADV CONTROL CONSORTIUM | 8 | 52% | 0.5% | 11 |
Related classes at same level (level 1) |
Rank | Relatedness score | Related classes |
---|---|---|
1 | 0.0000180362 | ABNORMAL SIGNALS//PLANT ALARM SYSTEM//ALARM MANAGEMENT |
2 | 0.0000118678 | DATA RECONCILIATION//GROSS ERROR DETECTION//DYNAMIC DATA RECONCILIATION |
3 | 0.0000105087 | CALIBRATION TRANSFER//MULTIVARIATE CALIBRATION//JOURNAL OF CHEMOMETRICS |
4 | 0.0000104902 | CONTROL PERFORMANCE MONITORING//INTERACTOR MATRICES//CONTROL PERFORMANCE ASSESSMENT |
5 | 0.0000087442 | HAZOP//COMPUTER ASSISTED HAZARD IDENTIFICATION//BATCH HAZOP |
6 | 0.0000083705 | SPHERICAL SELF ORGANIZING FEATURE MAP//SUPERVISED KOHONEN NETWORKS//COUNTER PROPAGATION ARTIFICIAL NEURAL NETWORKS |
7 | 0.0000081009 | ANGLE MEASURE TECHNIQUE//MULTIVARIATE IMAGE ANALYSIS//MULTIVARIATE IMAGE REGRESSION |
8 | 0.0000080702 | DIAZOAMINODERIVATIVES//STACKED NEURAL NETWORKS//DIRECT AND INVERSE NEURAL NETWORK MODELING |
9 | 0.0000075102 | FAULT TOLERANT CONTROL//FAULT DETECTION AND ISOLATION//FAULT DETECTION |
10 | 0.0000073829 | MELT INDEX PREDICTION//GRADE TRANSITION//PROPYLENE POLYMERIZATION INDUSTRY |