Chemical Industry and Engineering Progress ›› 2025, Vol. 44 ›› Issue (8): 4617-4627.DOI: 10.16085/j.issn.1000-6613.2024-1588
• Process systems modeling and simulation • Previous Articles
WEI Mengyu1(
), TONG Zhangfa1,2, JIANG Yinghua1,2(
)
Received:2024-09-30
Revised:2025-01-02
Online:2025-09-08
Published:2025-08-25
Contact:
JIANG Yinghua
通讯作者:
蒋迎花
作者简介:韦孟宇(1998—),男,硕士研究生,研究方向为过程系统工程。E-mail:wmy_gxu@163.com。
基金资助:CLC Number:
WEI Mengyu, TONG Zhangfa, JIANG Yinghua. Multi-objective optimization of municipal solid waste supply chain network based on waste classification[J]. Chemical Industry and Engineering Progress, 2025, 44(8): 4617-4627.
韦孟宇, 童张法, 蒋迎花. 基于垃圾分类的城市固体废弃物供应链网络多目标优化[J]. 化工进展, 2025, 44(8): 4617-4627.
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| 种类 | 处理方式 | 产品 | 转化率 |
|---|---|---|---|
| 塑料垃圾 | 回收 | 塑料 | 0.672t/t |
| 焚烧 | 电 | 1638kWh/t | |
| 玻璃垃圾 | 回收 | 玻璃 | 1t/t |
| 纸质垃圾 | 回收 | 纸张 | 1t/t |
| 焚烧 | 电 | 787kWh/t | |
| 厌氧消化 | 电 | 331kWh/t | |
| 填埋 | 电 | 203kWh/t | |
| 有机垃圾 | 厌氧消化 | 电 | 331kWh/t |
| 填埋 | 电 | 203kWh/t | |
| 金属垃圾 | 回收 | 金属 | 1t/t |
| 其他垃圾 | 焚烧 | 电 | 812kWh/t |
| 厌氧消化 | 电 | 331kWh/t | |
| 填埋 | 电 | 203kWh/t |
| 种类 | 处理方式 | 产品 | 转化率 |
|---|---|---|---|
| 塑料垃圾 | 回收 | 塑料 | 0.672t/t |
| 焚烧 | 电 | 1638kWh/t | |
| 玻璃垃圾 | 回收 | 玻璃 | 1t/t |
| 纸质垃圾 | 回收 | 纸张 | 1t/t |
| 焚烧 | 电 | 787kWh/t | |
| 厌氧消化 | 电 | 331kWh/t | |
| 填埋 | 电 | 203kWh/t | |
| 有机垃圾 | 厌氧消化 | 电 | 331kWh/t |
| 填埋 | 电 | 203kWh/t | |
| 金属垃圾 | 回收 | 金属 | 1t/t |
| 其他垃圾 | 焚烧 | 电 | 812kWh/t |
| 厌氧消化 | 电 | 331kWh/t | |
| 填埋 | 电 | 203kWh/t |
| 产品 | 价格 |
|---|---|
| 电 | 0.11USD/kWh |
| 纸张 | 38USD/t[ |
| 塑料 | 204USD/t[ |
| 玻璃 | 180USD/t[ |
| 金属 | 229USD/t[ |
| 产品 | 价格 |
|---|---|
| 电 | 0.11USD/kWh |
| 纸张 | 38USD/t[ |
| 塑料 | 204USD/t[ |
| 玻璃 | 180USD/t[ |
| 金属 | 229USD/t[ |
| 处理点 | 处理费用/USD·t-1 |
|---|---|
| 焚烧 | 29.68[ |
| 厌氧消化 | 45.9[ |
| 填埋 | 15.82[ |
| 回收 | 7.245[ |
| 处理点 | 处理费用/USD·t-1 |
|---|---|
| 焚烧 | 29.68[ |
| 厌氧消化 | 45.9[ |
| 填埋 | 15.82[ |
| 回收 | 7.245[ |
| 参数 | 数值 |
|---|---|
| 运输费用/USD∙km-1∙t-1 | 0.41 |
| 车辆载重/t | 14 |
| 车辆价格/USD | 106300 |
| 碳排放量/kg∙km-1∙t-1 | 0.0673 |
| 参数 | 数值 |
|---|---|
| 运输费用/USD∙km-1∙t-1 | 0.41 |
| 车辆载重/t | 14 |
| 车辆价格/USD | 106300 |
| 碳排放量/kg∙km-1∙t-1 | 0.0673 |
| 收集点 | 产生量/t·d-1 | 塑料垃圾占比/% | 玻璃垃圾占比/% | 纸质垃圾占比/% | 有机垃圾占比/% | 金属垃圾 占比/% | 其他 垃圾占比/% |
|---|---|---|---|---|---|---|---|
| i1 | 216.55 | 13.00 | 2.00 | 11.00 | 58.00 | 2.00 | 14.00 |
| i2 | 208.75 | 12.00 | 2.00 | 11.00 | 59.00 | 2.00 | 14.00 |
| i3 | 196.87 | 14.00 | 2.00 | 10.00 | 56.00 | 3.00 | 15.00 |
| i4 | 187.82 | 12.00 | 2.00 | 12.00 | 60.00 | 1.00 | 13.00 |
| i5 | 115.26 | 14.00 | 3.00 | 11.00 | 58.00 | 1.00 | 13.00 |
| i6 | 136.13 | 14.00 | 1.00 | 11.00 | 59.00 | 1.00 | 14.00 |
| i7 | 196.76 | 14.00 | 1.00 | 12.00 | 56.00 | 2.00 | 15.00 |
| i8 | 184.88 | 14.00 | 1.00 | 11.00 | 59.00 | 2.00 | 13.00 |
| i9 | 176.55 | 13.00 | 2.00 | 11.00 | 57.00 | 3.00 | 14.00 |
| i10 | 154.16 | 12.00 | 2.00 | 12.00 | 56.00 | 1.00 | 17.00 |
| 收集点 | 产生量/t·d-1 | 塑料垃圾占比/% | 玻璃垃圾占比/% | 纸质垃圾占比/% | 有机垃圾占比/% | 金属垃圾 占比/% | 其他 垃圾占比/% |
|---|---|---|---|---|---|---|---|
| i1 | 216.55 | 13.00 | 2.00 | 11.00 | 58.00 | 2.00 | 14.00 |
| i2 | 208.75 | 12.00 | 2.00 | 11.00 | 59.00 | 2.00 | 14.00 |
| i3 | 196.87 | 14.00 | 2.00 | 10.00 | 56.00 | 3.00 | 15.00 |
| i4 | 187.82 | 12.00 | 2.00 | 12.00 | 60.00 | 1.00 | 13.00 |
| i5 | 115.26 | 14.00 | 3.00 | 11.00 | 58.00 | 1.00 | 13.00 |
| i6 | 136.13 | 14.00 | 1.00 | 11.00 | 59.00 | 1.00 | 14.00 |
| i7 | 196.76 | 14.00 | 1.00 | 12.00 | 56.00 | 2.00 | 15.00 |
| i8 | 184.88 | 14.00 | 1.00 | 11.00 | 59.00 | 2.00 | 13.00 |
| i9 | 176.55 | 13.00 | 2.00 | 11.00 | 57.00 | 3.00 | 14.00 |
| i10 | 154.16 | 12.00 | 2.00 | 12.00 | 56.00 | 1.00 | 17.00 |
| 收集点 | 各中转站与各收集点距离/km | |||||
|---|---|---|---|---|---|---|
| s1 | s2 | s3 | s4 | s5 | s6 | |
| i1 | 15 | 13 | 17 | 38 | 35 | 27 |
| i2 | 15 | 25 | 21 | 26 | 22 | 23 |
| i3 | 5 | 21 | 26 | 33 | 39 | 18 |
| i4 | 30 | 45 | 43 | 20 | 43 | 13 |
| i5 | 33 | 38 | 12 | 40 | 14 | 48 |
| i6 | 43 | 52 | 50 | 18 | 52 | 36 |
| i7 | 20 | 31 | 45 | 52 | 62 | 9 |
| i8 | 26 | 9 | 32 | 61 | 55 | 53 |
| i9 | 43 | 63 | 30 | 21 | 19 | 42 |
| i10 | 56 | 60 | 42 | 44 | 17 | 66 |
| 收集点 | 各中转站与各收集点距离/km | |||||
|---|---|---|---|---|---|---|
| s1 | s2 | s3 | s4 | s5 | s6 | |
| i1 | 15 | 13 | 17 | 38 | 35 | 27 |
| i2 | 15 | 25 | 21 | 26 | 22 | 23 |
| i3 | 5 | 21 | 26 | 33 | 39 | 18 |
| i4 | 30 | 45 | 43 | 20 | 43 | 13 |
| i5 | 33 | 38 | 12 | 40 | 14 | 48 |
| i6 | 43 | 52 | 50 | 18 | 52 | 36 |
| i7 | 20 | 31 | 45 | 52 | 62 | 9 |
| i8 | 26 | 9 | 32 | 61 | 55 | 53 |
| i9 | 43 | 63 | 30 | 21 | 19 | 42 |
| i10 | 56 | 60 | 42 | 44 | 17 | 66 |
| 中转站 | 各处理点与各中转站距离/km | |||||
|---|---|---|---|---|---|---|
| j1 | j2 | j3 | j4 | j5 | j6 | |
| s1 | 81 | 85 | 43 | 39 | 22 | 9 |
| s2 | 91 | 93 | 46 | 41 | 35 | 12 |
| s3 | 92 | 102 | 26 | 20 | 15 | 20 |
| s4 | 50 | 68 | 45 | 44 | 35 | 50 |
| s5 | 83 | 96 | 23 | 33 | 41 | 36 |
| s6 | 52 | 60 | 68 | 61 | 35 | 25 |
| 中转站 | 各处理点与各中转站距离/km | |||||
|---|---|---|---|---|---|---|
| j1 | j2 | j3 | j4 | j5 | j6 | |
| s1 | 81 | 85 | 43 | 39 | 22 | 9 |
| s2 | 91 | 93 | 46 | 41 | 35 | 12 |
| s3 | 92 | 102 | 26 | 20 | 15 | 20 |
| s4 | 50 | 68 | 45 | 44 | 35 | 50 |
| s5 | 83 | 96 | 23 | 33 | 41 | 36 |
| s6 | 52 | 60 | 68 | 61 | 35 | 25 |
| 处理点 | 碳排放/kg·t-1 |
|---|---|
| 焚烧 | 1000 |
| 厌氧消化 | 227 |
| 填埋发电 | 300 |
| 回收 | 0 |
| 处理点 | 碳排放/kg·t-1 |
|---|---|
| 焚烧 | 1000 |
| 厌氧消化 | 227 |
| 填埋发电 | 300 |
| 回收 | 0 |
| [1] | GUERRERO Lilliana Abarca, MAAS Ger, HOGLAND William. Solid waste management challenges for cities in developing countries[J]. Waste Management, 2013, 33(1): 220-232. |
| [2] | 张海霞, 李爱民, 杨继文. 垃圾焚烧发电技术在我国的应用前景及存在问题初探[J]. 化工进展, 2010, 29(S1): 91-95. |
| ZHANG Haixia, LI Aimin, YANG Jiwen. Application prospect and existing problems of waste incineration power generation technology in China[J]. Chemical Industry and Engineering Progress, 2010, 29(S1): 91-95. | |
| [3] | 黄晟, 王静宇, 郭沛, 等. 碳中和目标下能源结构优化的近期策略与远期展望[J]. 化工进展, 2022, 41(11): 5695-5708. |
| HUANG Sheng, WANG Jingyu, GUO Pei, et al. Short-term strategy and long-term prospect of energy structure optimization under carbon neutrality target[J]. Chemical Industry and Engineering Progress, 2022, 41(11): 5695-5708. | |
| [4] | 田原宇, 乔英云, 张永宁. 碳中和约束下绿色减排体系的构建[J]. 化工进展, 2022, 41(2): 1078-1084. |
| TIAN Yuanyu, QIAO Yingyun, ZHANG Yongning. Construction of green emission reduction system under the constraint of carbon neutrality[J]. Chemical Industry and Engineering Progress, 2022, 41(2): 1078-1084. | |
| [5] | OUDA O K M, RAZA S A, NIZAMI A S, et al. Waste to energy potential: A case study of Saudi Arabia[J]. Renewable and Sustainable Energy Reviews, 2016, 61: 328-340. |
| [6] | LIU Bingchun, HAN Zhaoyang, LIANG Xiaoqin. Dioxin emissions from municipal solid waste incineration in the context of waste classification policy[J]. Atmospheric Pollution Research, 2023, 14(8): 101842. |
| [7] | GAO Song, MENG Lingning, GE Xiang, et al. Role of garbage classification in air pollution improvement of a municipal solid waste disposal base[J]. Journal of Cleaner Production, 2023, 423: 138737. |
| [8] | DASTJERDI B, STREZOV V, KUMAR R, et al. An evaluation of the potential of waste to energy technologies for residual solid waste in New South Wales, Australia[J]. Renewable and Sustainable Energy Reviews, 2019, 115: 109398. |
| [9] | XIE Chaoliang, DENG Xuemei, ZHANG Jingyu, et al. Multi-period design and optimization of classified municipal solid waste supply chain integrating seasonal fluctuations in waste generation[J]. Sustainable Cities and Society, 2023, 93: 104522. |
| [10] | VAN ENGELAND Jens, Jeroen BELIËN, DE BOECK Liesje, et al. Literature review: Strategic network optimization models in waste reverse supply chains[J]. Omega, 2020, 91: 102012. |
| [11] | PAN Shuyuan, DU Michael Alex, HUANG I-Te, et al. Strategies on implementation of waste-to-energy (WTE) supply chain for circular economy system: A review[J]. Journal of Cleaner Production, 2015, 108: 409-421. |
| [12] | Swapan DAS, BHATTACHARYYA Bidyut Kr. Optimization of municipal solid waste collection and transportation routes[J]. Waste Management, 2015, 43: 9-18. |
| [13] | VECCHI Thelma P B, SURCO Douglas F, CONSTANTINO Ademir A, et al. A sequential approach for the optimization of truck routes for solid waste collection[J]. Process Safety and Environmental Protection, 2016, 102: 238-250. |
| [14] | MOHAMMADI Maryam, Sirkka-Liisa JÄMSÄ-JOUNELA, HARJUNKOSKI Iiro. Optimal planning of municipal solid waste management systems in an integrated supply chain network[J]. Computers & Chemical Engineering, 2019, 123: 155-169. |
| [15] | YOUSEFLOO Arsalan, BABAZADEH Reza. Designing an integrated municipal solid waste management network: A case study[J]. Journal of Cleaner Production, 2020, 244: 118824. |
| [16] | EGHBALI Hamed, ARKAT Jamal, Reza TAVAKKOLI-MOGHADDAM. Sustainable supply chain network design for municipal solid waste management: A case study[J]. Journal of Cleaner Production, 2022, 381: 135211. |
| [17] | KUMAR Sunil, PRIYANKA, SHARD, et al. A multimoora-based MCDM model under picture fuzzy environment for converting municipal solid waste to energy in Himalayan region: A sustainable technology assessment[J]. Sustainable Energy Technologies and Assessments, 2023, 59: 103399. |
| [18] | 滕云, 孙鹏, 回茜, 等. 考虑生物质废物分类处理的微能源网运行优化模型[J]. 电力系统自动化, 2021, 45(15): 55-63. |
| TENG Yun, SUN Peng, HUI Qian, et al. Optimal operation model of micro-energy network considering classification and disposal of biomass waste[J]. Automation of Electric Power Systems, 2021, 45(15): 55-63. | |
| [19] | LI Zhiwei, HUANG Tianyue, LEE Jui-Yuan, et al. Crisp and fuzzy optimization models for sustainable municipal solid waste management[J]. Journal of Cleaner Production, 2022, 370: 133536. |
| [20] | HU Shuhan, AN Li, SHEN Lei. A multi-objective modeling and optimization approach to municipal solid waste collection for classified treatment in China towards sustainable development[J]. Sustainable Cities and Society, 2023, 98: 104846 |
| [21] | JIANG Yinghua, KANG Lixia, LIU Yongzhong. Multi-objective design optimization of a multi-type battery energy storage in photovoltaic systems[J]. Journal of Energy Storage, 2021, 39: 102604 |
| [22] | WU Le, LIU Yongzhong, LIANG Xiaoqiang, et al. Multi-objective optimization for design of a steam system with drivers option in process industries[J]. Journal of Cleaner Production, 2016, 136: 89-98. |
| [23] | MIRDAR HARIJANI Ali, MANSOUR Saeed, KARIMI Behrooz, et al. Multi-period sustainable and integrated recycling network for municipal solid waste—A case study in Tehran[J]. Journal of Cleaner Production, 2017, 151: 96-108. |
| [24] | TAN Sie Ting, LEE Chew Tin, HASHIM Haslenda, et al. Optimal process network for municipal solid waste management in Iskandar Malaysia[J]. Journal of Cleaner Production, 2014, 71: 48-58. |
| [25] | ZHANG Shuai, LEI Qingyu, WU Le, et al. Supply chain design and integration for the co-processing of bio-oil and vacuum gas oil in a refinery[J]. Energy, 2022, 241: 122912. |
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