A Quantitative Structure-Property Relationship Study on Photodegradation of Polybrominated Diphenyl Ethers
| Periodical | Advanced Materials Research (Volumes 546 - 547) |
|---|---|
| Main Theme | Electrical Insulating Materials and Electrical Engineering |
| Edited by | Webo Zhang |
| Pages | 48-53 |
| DOI | 10.4028/www.scientific.net/AMR.546-547.48 |
| Citation | Li Ya Fu et al., 2012, Advanced Materials Research, 546-547, 48 |
| Online since | July, 2012 |
| Authors | Li Ya Fu, Jin Luo, Ji Wei Hu |
| Keywords | ANN, MLR, PBDEs, Photodegradation, PM6, QSPR, RM1 |
| Price | US$ 28,- |
Quantitative structure-property relationship (QSPR) models were developed in the present work for photodegradation rate constants (kp) of fifteen individual polybrominated diphenyl ethers (PBDEs) in methanol/water (8:2) by UV light in the sunlight region. The molecular descriptors used in the QSPR models were calculated by the two semi-empirical quantum mechanical methods, RM1 and PM6, respectively. Both multiple linear regression (MLR) and artificialneural network (ANN) were applied in this study. The statistic qualities of the MLR models based on the molecular parameters obtained by RM1 and PM6 calculations were both good with the R values of 0.987 and 0.990, respectively. The QSPR model built by the ANN method with the molecular parameters calculated with PM6 is slightly better than that with RM1.
