Analyzing Structure and Driving Force of Steel Consumption in China

被引:1
|
作者
Gao, Chengkang [1 ]
Na, Hongming [1 ]
Tian, Mingyan [2 ]
Ye, Zhou [1 ]
Qi, Zhaoqian [1 ]
机构
[1] Northeastern Univ, Sch Met, State Environm Protect SEP Key Lab Ecoind, Shenyang 110819, Liaoning, Peoples R China
[2] Univ Michigan, Dept Civil & Environm Engn, Ann Arbor, MI 48109 USA
基金
中国国家自然科学基金;
关键词
In-use stock of steel; Structure of steel consumption; Driving force; Factor decomposition; BP neural network;
D O I
10.5890/JEAM.2018.03.003
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
As a big steel producer, China has a large number of steel consumption every year and it is still incredibly increasing now. The fast growth of steel consumption led to excessively production, which caused not only tons of material wastes but also seriously affect on economic and environment. Therefore, finding out and analyzing the driving force of steel consumption is an extremely importance research for reducing resource-consumption and pollutant-emission of steel industry. In this paper, the structure of steel consumption was established at first based on the bottom-up method. Further, the four factors closely related to steel consumption were identified by factor decomposition method. They are in-use stock of steel (S-n), average service life-span (Y), productivity per in-use stock of steel (H) and steel output per unit GDP (T). Next, the driving force of each factor was analyzed by their contribution rate to steel consumption of China. At the same time, the S-shaped model of growth, mathematical model and BP neural network model were used to extract four scenarios to simulate steel consumption. Results show that: (1) construction industry is the main industry of steel consumption, accounting for 50% of the total, and the rest of the industries is relatively low; (2) the driving force Sn of steel consumption gradually decreased while the rest factors (Y, H, T) on steel consumption increased every year within the research time. Especially, after 2009, the impact value of the four factors reached the same level of 25%; and (3) when the growth rate of GDP is keeping on 7%, steel output per unit GDP (T) will reach to 0.1248 t/10(4) RMB; the average service life-span of in-use stock of steel (Y) will increase to 8.4 years; and steel consumption will reach to 7.7x10(8) tons and the in-use stock of steel will be efficiently used. (C) 2018 L&H Scientific Publishing, LLC. All rights reserved
引用
收藏
页码:33 / 45
页数:13
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