title: Screening of pollution control and clean-up materials for river chemical spills using the multiple case-based reasoning method with a difference-driven revision strategy.
abstract: In-depth filtering of emergency disposal technology (EDT) and materials has been required in the process of environmental pollution emergency disposal. However, an urgent problem that must be solved is how to quickly and accurately select the most appropriate materials for treating a pollution event from the existing spill control and clean-up materials (SCCM). To meet this need, the following objectives were addressed in this study. First, the material base and a case base for environment pollution emergency disposal were established to build a foundation and provide material for SCCM screening. Second, the multiple case-based reasoning model method with a difference-driven revision strategy (DDRS-MCBR) was applied to improve the original dual case-based reasoning model method system, and screening and decision-making was performed for SCCM using this model. Third, an actual environmental pollution accident from 2012 was used as a case study to verify the material base, case base, and screening model. The results demonstrated that the DDRS-MCBR method was fast, efficient, and practical. The DDRS-MCBR method changes the passive situation in which the choice of SCCM screening depends only on the subjective experience of the decision maker and offers a new approach to screening SCCM.
authors.affiliation: School of Municipal and Environmental Engineering, Harbin Institute of Technology, Harbin, 150090, China.|School of Municipal Engineering Technology, Heilongjiang College of Construction, Harbin, 150025, China.
authors.forename: Rentao
authors.initials: R
authors.lastname: Liu
authors.affiliation: School of Municipal and Environmental Engineering, Harbin Institute of Technology, Harbin, 150090, China. jjp_lab@sina.com.
authors.forename: Jiping
authors.initials: J
authors.lastname: Jiang
authors.affiliation: School of Municipal and Environmental Engineering, Harbin Institute of Technology, Harbin, 150090, China.
authors.forename: Liang
authors.initials: L
authors.lastname: Guo
authors.affiliation: School of Municipal and Environmental Engineering, Harbin Institute of Technology, Harbin, 150090, China.
authors.forename: Bin
authors.initials: B
authors.lastname: Shi
authors.affiliation: School of Municipal and Environmental Engineering, Harbin Institute of Technology, Harbin, 150090, China.
authors.forename: Jie
authors.initials: J
authors.lastname: Liu
authors.affiliation: School of Municipal and Environmental Engineering, Harbin Institute of Technology, Harbin, 150090, China.
authors.forename: Zhaolin
authors.initials: Z
authors.lastname: Du
authors.affiliation: School of Municipal and Environmental Engineering, Harbin Institute of Technology, Harbin, 150090, China. pwang73@vip.sina.com.|State Key Laboratory of Urban Water Resource and Environment, Harbin Institute of Technology, Harbin, 150090, China. pwang73@vip.sina.com.
authors.forename: Peng
authors.initials: P
authors.lastname: Wang
mesh_terms: D000059:Accidents; D003247:Conservation of Natural Resources / Q000379:methods*; D004189:Disaster Planning; D004630:Emergencies; D052918:Environmental Restoration and Remediation / Q000379:methods*; D062070:Hydrology; D008962:Models, Theoretical; D045483:Rivers / Q000737:chemistry*; D014872:Water Movements; D014876:Water Pollution / Q000032:analysis / Q000517:prevention & control*
keywords: Difference-driven revision strategy; Environmental pollution emergency disposal; Multiple case-based reasoning method; Screening; Spill control and clean-up materials