Multi-objective optimization of technology solutions in municipal solid waste treatment system coupled with pollutants cross-media metabolism issues

城市固体废物 污染物 焚化 能源消耗 环境污染 环境科学 多目标优化 废物管理 环境经济学 工程类 计算机科学 环境保护 化学 电气工程 机器学习 经济 有机化学
作者
Chen Chen,Zongguo Wen,Yihan Wang,Wenting Zhang,Tingting Zhang
出处
期刊:Science of The Total Environment [Elsevier BV]
卷期号:807: 150664-150664 被引量:17
标识
DOI:10.1016/j.scitotenv.2021.150664
摘要

The environmental impact, energy conservation, and economic cost are prominent decision criteria in municipal solid waste (MSW) management, among which trade-off relationships widely exist because of different features of pollutant treatment technologies. These three objectives should thereby be simultaneously considered in the design of technology combinations in MSW treatment system (MSWTS). In addition, comprehensive characterization of environmental impact of the whole MSWTS should cover the complex pollutants cross-media metabolism in the treatment of both MSW and subsequent secondary pollution. This study developed a multi-objective optimization model to select optimal technology solutions in MSWTS. Three objectives, the minimizations of total environmental impact calculated from pollutants cross-media metabolism perspective, net energy consumption, and total cost are optimized through the second generation of the Non-dominated Sorting Genetic Algorithm (NSGA-II). Final MSW management schemes under environment, energy, and cost preferences are obtained through Vlsekriterijumska Optimizacija I Kompromisno Resenje (VIKOR) method. This paper uses China's MSWTS as a case study and finds that Pareto optimal solutions can reduce the total environmental impact and the net energy consumption by 24.2% and 7.4% respectively, while increase the total cost by 18.2% in average, compared with the baseline scenario. The promotion of MSW biological treatment technologies, especially anaerobic digestion (AD), can effectively improve the environmental performance of MSWTS, while the current vigorous promotion of MSW incineration in China is not recommended. Sludge co-processing in cement kiln is highly promoted under all three types of management preferences. In summary, the proposed methodology can provide decision support for the optimal design of technology solutions in MSWTS.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
Su完成签到 ,获得积分10
3秒前
舒适访曼完成签到 ,获得积分10
17秒前
养花低手完成签到 ,获得积分10
19秒前
prince发布了新的文献求助10
22秒前
要减肥的翠萱完成签到 ,获得积分10
26秒前
虚幻的捕完成签到,获得积分10
28秒前
太阳完成签到 ,获得积分10
28秒前
Crystal完成签到,获得积分10
30秒前
安风完成签到 ,获得积分10
30秒前
ECHO完成签到,获得积分10
31秒前
靓丽的采白完成签到,获得积分10
31秒前
33秒前
lamer发布了新的文献求助10
39秒前
每天开心完成签到,获得积分10
43秒前
huokuoluo完成签到,获得积分10
46秒前
调皮平蓝完成签到,获得积分10
46秒前
铜锣烧完成签到 ,获得积分10
48秒前
猪鼓励完成签到,获得积分10
49秒前
zhuxd完成签到 ,获得积分10
51秒前
mrconli完成签到,获得积分10
51秒前
lalala应助科研通管家采纳,获得10
51秒前
英姑应助科研通管家采纳,获得10
51秒前
lalala应助科研通管家采纳,获得10
52秒前
落寞的幻竹完成签到,获得积分10
52秒前
开心完成签到,获得积分10
54秒前
小花生完成签到 ,获得积分10
54秒前
09nankai发布了新的文献求助10
55秒前
小番茄完成签到 ,获得积分10
56秒前
HAPPY完成签到,获得积分10
1分钟前
初景应助Jane采纳,获得20
1分钟前
lgy完成签到 ,获得积分10
1分钟前
柒柒球完成签到 ,获得积分10
1分钟前
永不止步完成签到 ,获得积分10
1分钟前
Robin完成签到 ,获得积分10
1分钟前
微雨若,,完成签到 ,获得积分10
1分钟前
幸福耷完成签到 ,获得积分10
1分钟前
zhangnan完成签到 ,获得积分10
1分钟前
btcat完成签到,获得积分0
1分钟前
ok123完成签到 ,获得积分0
1分钟前
高分求助中
Malcolm Fraser : a biography 680
Signals, Systems, and Signal Processing 610
天津市智库成果选编 600
Climate change and sports: Statistics report on climate change and sports 500
Forced degradation and stability indicating LC method for Letrozole: A stress testing guide 500
Organic Reactions Volume 118 400
A Foreign Missionary on the Long March: The Unpublished Memoirs of Arnolis Hayman of the China Inland Mission 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6459088
求助须知:如何正确求助?哪些是违规求助? 8268303
关于积分的说明 17621404
捐赠科研通 5528233
什么是DOI,文献DOI怎么找? 2905885
邀请新用户注册赠送积分活动 1882600
关于科研通互助平台的介绍 1727665