Three-dimensional dynamic monitoring of environmental cost based on state-space model

被引:3
作者
Liu, Shuai [1 ]
Li, Sicheng [2 ]
机构
[1] Hubei Univ Technol, Sch Econ & Management, Wuhan 430068, Hubei, Peoples R China
[2] Huazhong Agr Univ, Coll Econ & Management, Wuhan 430070, Hubei, Peoples R China
基金
中国国家社会科学基金;
关键词
Kalman filtering; Environmental cost; Dynamic monitoring; State-space model; KALMAN FILTER; OPTIMALITY; STABILITY;
D O I
10.1007/s00521-018-3960-9
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper discusses the applicability of Kalman filter in 3D dynamic monitoring of environmental cost. By selecting Kalman filtering algorithm which is suitable for dynamic environmental cost monitoring, the three-dimensional state-space model of environmental cost and the three-dimensional observation system were established based on the analysis and test of the three-dimensional dynamic data of environmental cost. In addition, by analyzing the algorithm of 3D dynamic monitoring model of environmental cost, a three-dimensional state-space monitoring model of environmental cost based on Kalman filter was constructed. Finally, empirical research study of the cement manufacturing enterprise of Ezhou city of Hubei province was carried out.
引用
收藏
页码:8337 / 8350
页数:14
相关论文
共 20 条
[1]  
[Anonymous], 2006, THEOR APPL EC
[2]  
Betianu L., 2010, AI CUZA U IASI, V2010SE, P3
[3]   The Kalman filter for linear systems on time scales [J].
Bohner, Martin ;
Wintz, Nick .
JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 2013, 406 (02) :419-436
[4]  
Buhr N, 2013, ACCOUNT REV, V88, P1857
[5]   Voluntary Nonfinancial Disclosure and the Cost of Equity Capital: The Initiation of Corporate Social Responsibility Reporting [J].
Dhaliwal, Dan S. ;
Li, Oliver Zhen ;
Tsang, Albert ;
Yang, Yong George .
ACCOUNTING REVIEW, 2011, 86 (01) :59-100
[6]   Environmental costs at a Canadian paper mill: a case study of Environmental Management Accounting (EMA) [J].
Gale, Robert .
JOURNAL OF CLEANER PRODUCTION, 2006, 14 (14) :1237-1251
[7]   Strategic cost management and performance: The case of environmental costs [J].
Henri, Jean-Francois ;
Boiral, Olivier ;
Roy, Marie-Josee .
BRITISH ACCOUNTING REVIEW, 2016, 48 (02) :269-282
[8]   A full cost environmental accounting experiment [J].
Herbohn, K .
ACCOUNTING ORGANIZATIONS AND SOCIETY, 2005, 30 (06) :519-536
[9]   The use of Environmental Management Accounting (EMA) for identifying environmental costs [J].
Jasch, C .
JOURNAL OF CLEANER PRODUCTION, 2003, 11 (06) :667-676
[10]   Optimality of variational data assimilation and its relationship with the Kalman filter and smoother [J].
Li, ZJ ;
Navon, IM .
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2001, 127 (572) :661-683