Screening of new additives to heteropoly acid catalyst for Friedel-Crafts reaction by microwave heated HTS and by Gaussian process regression

Applied Catalysis A: General

Volumn 407, Issue 1-2, 2011, Pages 112-117

  Omata, Kohji ^a,b  

^a TOHOKU UNIVERSITY   (Japan)

^b SHIMANE UNIVERSITY   (Japan)

Author keywords

Friedel Crafts reaction; Gaussian process regression; High throughput screening; Microwave heating; Nonlinear regression; Principal component analysis

Indexed keywords

EXPECTED IMPROVEMENTS; GAUSSIAN PROCESS REGRESSION; HETEROPOLY ACIDS; HIGH-THROUGHPUT SCREENING; NON-LINEAR REGRESSION; PHYSICOCHEMICAL PROPERTY; PRINCIPAL COMPONENTS; REGRESSION MODEL;

ADDITIVES; CATALYSTS; CESIUM; CHEMICAL REACTIONS; FRIEDEL-CRAFTS REACTION; GAUSSIAN DISTRIBUTION; GAUSSIAN NOISE (ELECTRONIC); MANGANESE; MICROWAVE HEATING; MICROWAVE IRRADIATION; PLATINUM; PRINCIPAL COMPONENT ANALYSIS; RADIAL BASIS FUNCTION NETWORKS; SODIUM;

REGRESSION ANALYSIS;

EID: 80053976585     PISSN: 0926860X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.apcata.2011.08.030     Document Type: Article

References (19)

1. Kito S., Hattori T., and Murakami Y. Anal. Sci. 7 1991 761 764
2. Kito S., Hattori T., and Murakami Y. Ind. Eng. Chem. Res. 31 1992 979 981
3. Kito S., Hattori T., and Murakami Y. Appl. Catal. A: Gen. 114 1994 173 178
4. Omata K., and Yamada M. Ind. Eng. Chem. Res. 43 2004 6622 6625
5. Omata K., Yamazaki Y., Watanabe Y., Kodama K., and Yamada M. Ind. Eng. Chem. Res. 48 2009 6256 6261
6. Kobayashi Y., Omata K., and Yamada M. Ind. Eng. Chem. Res. 49 2010 1541 1549
7. K. Omata, D. Nagao, M. Konno, M. Yamada, submitted for publication.
8. K. Omata, Ind. Eng. Chem. Res., doi:10.1021/ie102477y, in press.
9. Okumura K., Yamashita K., Hirano M., and Niwa M. J. Catal. 234 2005 300 307
10. Shishido T., Kitano T., Teramura K., and Tanaka T. Catal. Lett. 129 2009 383 386
11. Omata K., Nagao D., and Yamada M. J. Jpn. Petrol. Inst. 54 2011 30 35
12. R Development Core Team R: A Language and Environment for Statistical Computing 2009 R Foundation for Statistical Computing Vienna, Austria (ISBN 3-900051-07-0)
13. Gramacy R. J. Stat. Software 19 2007 1 46
14. Gramacy R., and Matthew T. J. Stat. Software 33 2010 1 48
15. Barin I., Sauert F., Schultze-Rhonhof S., and Sheng W. Thermochemical Data of Pure Substances 2nd ed. 1993 VCH Weinheim
16. Liu Y., Na K., and Misono M. J. Mol. Catal. A: Chem. 141 1999 145 153
17. K. Omata, T. Umegaki, M. Yamada, Artificial Neural Networks, INTECH, ISBN:978-953-307-243-2, 2011.
18. Saito M., Fujitani T., Takeuchi M., and Watanabe T. Appl. Catal. A: Gen. 138 1996 311 318
19. Sakata Y., Nobukuni S., Kikumoto E., Tanaka K., Imamura H., and Tsuchiya S. J. Mol. Catal. A: Chem. 141 1999 269 276