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城市生活垃圾产量的组合预测

The forecast of municipal solid waste(MSW) production by combined forecasting method

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【作者】 常方强; 涂帆; 罗才松; 高培卿;

【Author】 Chang Fangqiang1,Tu Fan1,Luo Caisong2,Gao Peiqing3 (1.College of Civil Engineering,Huaqiao University,Xiamen 361021,China; 2.Civil Engineering Department,Fujian University of Technology,Fuzhou 350108,China; 3.Xiamen Environmental Sanitation Management Department,Xiamen 361000,China)

【机构】 华侨大学土木工程学院; 福建工程学院土木工程系; 厦门市市容环境卫生管理处;

【摘要】 引入一种新的预测垃圾产量的方法——组合预测方法,该法能够综合利用不同预测方法提供的信息提高预测精度。结合厦门市1996~2008年的垃圾产量,分析不同预测方法的预测精度,并预测5年后的垃圾产量。通过研究发现:单一预测模型中,线性回归法和年增长率法的预测结果偏小,误差较大,灰色理论GM(1,1)的预测结果偏大,误差较小,基本在10%以内;组合预测模型的预测精度高于单一预测模型;厦门市城市生活垃圾年平均增长率约为10%,低于国民生产总值和社会消费品零售总额年平均增长率,高于城镇居民消费性支出年平均增长率。

【Abstract】 A new,combined forecasting method of municipal solid waste(MSW) production was introduced to improve the forecasting accuracy.Based on MSW production of Xiamen city from year 1996 to 2008,the forecast accuracy of different forecasting methods was analysed and the MSW production in 2013 was forecasted.The results show that(1) for single forecasting model,the forecast result of linear regression and annual growth rate is lower with considerable errors;the results of Grey GM(1,1) model are larger with smaller errors,which is less than 10%.(2) The forecast accuracy of combined forecasting method is higher than that of the single forecasting model.(3) The average growth rate of MSW of Xiamen is about 10%,which is lower than the annual growth rate of the gross national product and total retail sales of social consumer goods and higher than the average annual growth rate of consumption expenditure of urban residents

【关键词】 垃圾; 产量; 组合; 预测;
【Key words】 municipal solid waste(MSW); production; combination; forecast;
【基金】 厦门市科技局项目(3502Z20083042);华侨大学高层次人才科研启动项目(09BS621)
  • 【文献出处】 福建工程学院学报 ,Journal of Fujian University of Technology , 编辑部邮箱 ,2011年01期
  • 【分类号】TU993
  • 【被引频次】6
  • 【下载频次】388
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