期刊文献+
共找到23篇文章
< 1 2 >
每页显示 20 50 100
Microstructures and thermal properties of municipal solid waste incineration fly ash 被引量:6
1
作者 刘元元 王佳佳 +3 位作者 林祥 王里奥 钟山 杨威 《Journal of Central South University》 SCIE EI CAS 2012年第3期855-862,共8页
To analyze the feasibility of utilization of thermal technology in fly ash treatment, thermal properties and microstructures of municipal solid waste incineration (MSW1) fly ash were studied by measuring the chemica... To analyze the feasibility of utilization of thermal technology in fly ash treatment, thermal properties and microstructures of municipal solid waste incineration (MSW1) fly ash were studied by measuring the chemical element composition, specific surface area, pore sizes, functional groups, TEM image, mineralogy and DSC-TG curves of raw and sintered fly ash specimens. The results show that MSWI fly ash particles mostly have irregular shapes and non-typical pore structure, and the supersonic treatment improves the pore structure; MSWI fly ash consists of Such crystals as SiO2, CaSO4 and silica-aluminates, and some soluble salts like KCl and NaCl. During the sintering process, mineralogy changes largely and novel solid solutions are produced gradually with the rise of temperature. Therefore, the utilization of a proper thermal technology not only destructs those persistent organic toxicants but also stabilizes hazardous heavy metals in MSWI fly ash. 展开更多
关键词 municipal solid waste incineration fly ash thermal treatment SINTERING microstructure
在线阅读 下载PDF
Static aerobic composting of municipal sewage sludge with forced ventilation:Using matured compost as bulking conditioner 被引量:5
2
作者 欧阳建新 施周 +3 位作者 钟华 刘卫 柴琦 袁兴中 《Journal of Central South University》 SCIE EI CAS 2014年第1期303-309,共7页
Static aerobic composting of municipal sewage sludge with forced ventilation or air ventilation using matured compost as bulking conditioner was investigated. Physical and chemical parame ,eters, e.g., temperature, mo... Static aerobic composting of municipal sewage sludge with forced ventilation or air ventilation using matured compost as bulking conditioner was investigated. Physical and chemical parame ,eters, e.g., temperature, moisture content, VSS, CODcr, pH, and germination index (GI), were analyzed to characterize the composting process. Fermentation starts quickly in both forced and air ventilation compost heaps and reaches high-temperature stage after 2 d, owing to the bulking function of matured compost. Compared to air ventilation, however, forced ventilation enables the high-temperature stage to last longer for approximately 7 d. The moisture content of both compost bodies decreases from 62% to about 50% as a result of evaporation, and it decreases slightly faster in forced ventilation compost heap after 13 d due to the higher temperature and better ventilation condition. Although no obvious differences of VSS and pH are observed between both compost heaps, the soluble CODcr and GI show differences during the second half period of fermentation. In forced ventilation compost, the soluble CODcr has a small rebound after 13 d, and GI decreases from 46% to 35% but then increases. These results show that in general, the matured compost is a good conditioner and force ventilation with a proper air supply strategy can be more efficient than air ventilation. 展开更多
关键词 municipal sewage sludge static aerobic composting forced ventilation matured compost bulking conditioner
在线阅读 下载PDF
Mechanism of high concentration phosphorus wastewater treated by municipal solid waste incineration fly ash 被引量:4
3
作者 钟山 高慧 +1 位作者 邝薇 刘元元 《Journal of Central South University》 SCIE EI CAS 2014年第5期1982-1988,共7页
The mechanism of removing phosphate by MSWI(municipal solid waste incineration)fly ash was investigated by SEM(scanning electron microscopy)with EDS(energy dispersion spectrum),XRD(X-ray diffraction),FT-IR(Fourier tra... The mechanism of removing phosphate by MSWI(municipal solid waste incineration)fly ash was investigated by SEM(scanning electron microscopy)with EDS(energy dispersion spectrum),XRD(X-ray diffraction),FT-IR(Fourier transform infrared spectroscopy),BET(specific surface area),and BJH(pore size distribution).The results indicate that the removal rate of phosphate(100 mg/L)in 50 mL phosphorus wastewater reaches at 99.9% as the dosage of MSWI fly ash being 0.9000 g under room temperature.The specific surface area of MSWI fly ash is less than 6.1 m2/g and the total pore volume is below 0.021 cm3/g,suggesting that the absorption capacity of calcite is too weak to play an important role in phosphate removal.SEM images show that drastic changes had taken place on its specific surface shape after reaction,and EDS tests indicate that some phosphate precipitates are formed and attached onto MSWI fly ash particles.Chemical precipitation is the main manner of phosphate removal and the main reaction is: 3Ca2++2 PO4 3-+xH2O→Ca3(PO4)2↓·xH2O.Besides,XRD tests show that the composition of MSWI fly ash is complex,but CaSO4 is likely to be the main source of Ca2+.The soluble heavy metals in MSWI fly ash are stabilized by phosphate. 展开更多
关键词 MSWI municipal solid waste incineration) fly ash phosphorus wastewater PHOSPHATE MECHANISM heavy metal
在线阅读 下载PDF
FORMATION MECHANISMS AND CONTROL STRATEGIES FOR DIOXINS IN INCINERATION PROCESS OF MUNICIPAL SOLID WASTES 被引量:2
4
作者 Yang Xuemin, Li Ji, Lin Weigang, Yao Jianzhong, Wang Xiaoquan and Xie Yusheng (Institute of Chemical Metallurgy, Chinese Academy of Sciences, Beijing 100080) 《化工学报》 EI CAS CSCD 北大核心 2000年第S1期211-218,共8页
Dioxins, which are of the most toxic materials on the earth, are principal emitted from waste incineration process. The molecular structures, toxicity parameters, such as toxicity equivalency factor, tolerable daily i... Dioxins, which are of the most toxic materials on the earth, are principal emitted from waste incineration process. The molecular structures, toxicity parameters, such as toxicity equivalency factor, tolerable daily intake and physic-chemical properties of dioxins are briefly summarized. Three formation mechanisms of dioxins in waste incineration process, namely as de novo synthesis, mechanisms involving small organic molecular as precursors and homogenous gas phase reaction mechanism are alto reviewed. The influencing factors for dioxins formation during waste incineration process are also discussed. Three major methods for reducing dioxins emission from waste incineration process are discussed based upon the formation mechanisms and influencing factors. A new waste incineration process with low dioxins emission and low hydrogen chloride corrosion has been proposed based on multi- stage unit operation principal according to formation mechanisms of dioxins and potential production location in waste incinerators. 展开更多
关键词 DIOXINS Formation mechanisms Dioxins emission Incineration process municipal solid wastes PCDDD/Fs
在线阅读 下载PDF
Removal of phosphate from municipal sewage by high gradient magnetic separation 被引量:2
5
作者 黄自力 胡岳华 +1 位作者 徐竞 郑春华 《Journal of Central South University of Technology》 2004年第4期391-394,共4页
The removal of phosphate from municipal sewage by high gradient magnetic separation using aluminium sulphate as precipitating agent and Fe3O4 as seeding material was studied. The effects of aluminium sulphate, Fe3O4, ... The removal of phosphate from municipal sewage by high gradient magnetic separation using aluminium sulphate as precipitating agent and Fe3O4 as seeding material was studied. The effects of aluminium sulphate, Fe3O4, magnetic field intensity, pH value and flow-rate of sewage on phosphorus removal rate were investigated. The results show that addition of 200 mg/L Al2(SO4)3·18H2O and 300 mg/L Fe3O4, magnetic field intensity of 200 kA/m, pH value of 4.57.0 and flow-rate of 6.15 cm/s are both efficient and economic technical parameters for removal of phosphate. The pH value has a tremendous effect on the removal of phosphate. In the pH range of (4.5)7.0, more than 95% phosphate can be removed. Theoretical analysis indicates that the solubility of AlPO4 is minimum at pH 4.07.0 and the electrostatic attractive force between AlPO4 and Fe3O4 is maximum at pH 4.5(6.5.) 展开更多
关键词 REMOVAL PHOSPHATE municipal sewage high gradient magnetic separation
在线阅读 下载PDF
Laboratory testing of a densified municipal solid waste in Beijing 被引量:1
6
作者 JIE Yu-xin XU Wen-jie +3 位作者 DUNZHU Danzeng WEI Yi-feng PENG Tao ZHOU Zai-yang 《Journal of Central South University》 SCIE EI CAS 2013年第7期1953-1963,共11页
Municipal solid waste (MSW) and its disposal are gaining significant importance in geotechnical and geoenvironmental engineering. However, conventional research is primarily focused on fresh MSW or MSW that is compa... Municipal solid waste (MSW) and its disposal are gaining significant importance in geotechnical and geoenvironmental engineering. However, conventional research is primarily focused on fresh MSW or MSW that is compacted under its own weight in the landfill. In this work, a series of tests to study the properties of a densified MSW after ground treatment were presented. The tests involved oedometer test, simple shear test, triaxial shear test, and permeability test, which were conducted to investigate the compressibility, shear strength, creep behavior and permeability of the MSW. The results show that the compressibility modulus of the MSW increases as the dry density increases. However, the influence of density on modulus decreases once the density reaches a certain value. Like most soils, the stress-strain curve of the densified MSW can be approximated by a hyperbola in the triaxial shear test. Fibrous components provide additional cohesion for MSW, but have a relatively smaller effect on friction angle. Permeability is also found to be closely related to the dry density of the MSW, i.e., MSW with a higher dry density has a smaller permeability. The permeability coefficient may be less than 10 7 cm/s if the density is high enough. 展开更多
关键词 municipal solid waste (MSW) COMPRESSIBILITY shear strength PERMEABILITY reinforcement phase
在线阅读 下载PDF
Establishment and application of performance evaluation model for collection and transportation system of municipal solid waste
7
作者 彭绪亚 林晓东 +2 位作者 贾传兴 王渝昆 黄媛媛 《Journal of Central South University》 SCIE EI CAS 2009年第S1期351-356,共6页
On the basis of analyzing the typical waste collection and transportation mode,the evaluation index system for performance of the waste collection and transportation system was proposed with three grades,which related... On the basis of analyzing the typical waste collection and transportation mode,the evaluation index system for performance of the waste collection and transportation system was proposed with three grades,which related to six factors,such as economic evaluation,high efficient evaluation,environmental impact assessment,resource evaluation,evaluation of security and emergency,evaluation of management and society. With the performance evaluation theory,the performance evaluation model of waste collection and transportation system was constructed,which quantified the grading standard of index and determined the index weight in analytic hierarchy process (AHP). After evaluating the waste collection and transportation system of the main districts of Chongqing city,the results show that the it has an excellent performance evaluation grade with very high performance level of three indices involving evaluation of management and society,environmental impact assessment,evaluation of security and emergency and quite low performance level of two indices that include high efficient evaluation and economic evaluation. 展开更多
关键词 municipal solid waste COLLECTION and transportation SYSTEM performance evaluation index SYSTEM ANALYTIC HIERARCHY process
在线阅读 下载PDF
COD_(Cr) leaching rules of municipal solid waste in Songtao Reservoir,Hainan Province,China
8
作者 陈大勇 王里奥 《Journal of Central South University》 SCIE EI CAS 2009年第S1期379-383,共5页
By the means of static leaching experiment and dynamic leaching experiment,CODCr leaching rules of dumped MSW(Municipal Solid Waste) in Songtao Reservoir,Hainan Province,China,were studied. And according to academic e... By the means of static leaching experiment and dynamic leaching experiment,CODCr leaching rules of dumped MSW(Municipal Solid Waste) in Songtao Reservoir,Hainan Province,China,were studied. And according to academic experience and fitted results of experiment data,the models of CODCr leaching rules in the leaching condition were deduced. The static leaching experiment indicates that,both in water-changing section and no-water-changing section,the ratio of liquid to solid has a remarkable influence on CODCr leaching concentration. The exponential model could be established to approximately describe CODCr leaching rules and the curve fits well. The dynamic leaching experiment indicates that,leaching rules of MSW can be approximately described by power model,which can well fit the leaching experiment data. By the contrast of the static leaching experiment and dynamic leaching experiment,the differences of CODCr leaching rules between the two experiments are significant. By the exponential model,the average static leaching rate of CODCr is calculated as 882.24 mg/(kg·d) for water-changing section and 320.39 mg/(kg·d) for no-water-changing section; by the power model,the average dynamic leaching rate of CODCr is 208.77 mg/(kg·d). 展开更多
关键词 municipal solid waste CODCR LEACHING RULES water quality model
在线阅读 下载PDF
Municipal solid waste degradation and landfill gas resources characteristics in self-recirculating sequencing batch bioreactor landfill
9
作者 周效志 桑树勋 曹丽文 《Journal of Central South University》 SCIE EI CAS 2012年第12期3551-3557,共7页
Based on the degradation characteristics of municipal solid waste(MSW)in China,the traditional anaerobic sequencing batch bioreactor landfill(ASBRL)was optimized,and an improved anaerobic sequencing batch bioreactor l... Based on the degradation characteristics of municipal solid waste(MSW)in China,the traditional anaerobic sequencing batch bioreactor landfill(ASBRL)was optimized,and an improved anaerobic sequencing batch bioreactor landfill(IASBRL)was put forward on the basis of leachate self-recirculation.By monitoring MSW composition,leachate characteristics variation and landfill gas(LFG)generation,the effect of IASBRL was comparatively studied by simulation landfill.Based on the adjusting,scouring and carrying effects of leachate self-recirculation,IASBRL can rapidly decrease Eh value to about-500mV and form a suitable biochemical environment for methanogens,which provides a precondition for stable cooperation between non-methanogens and methanogens.IASBRL can avoid the accumulation of organic acids,make VFA(volatile fatty acid)concentration and CODCr decrease along with the small range fluctuations,and form a stable decomposition-consumption synergy during MSW degradation,therefore,the hydrolysis rate of easy hydrolyze material reaches 71.2% in IASBRL.From the viewpoint of LFG resources in IASBRL,the cumulative LFG production increases to 2327.0L,CH4 mass fraction stabilizes at about 50%,and these provide a favorable precondition for LFG development. 展开更多
关键词 municipal solid waste STABILIZATION landfill gas LEACHATE recirculation
在线阅读 下载PDF
Brief Introduction to Shanghai Municipal Computer Applications Capability Examinations
10
《开放教育研究》 1996年第2期46-48,共3页
At present,the world Hi-tech hasbecoming the locomotive of the econom-ic development.In Hi-tech,computerinformation technology has taken up afore running position.Meanwhile,com-puters technology goes deep into manyare... At present,the world Hi-tech hasbecoming the locomotive of the econom-ic development.In Hi-tech,computerinformation technology has taken up afore running position.Meanwhile,com-puters technology goes deep into manyareas such as economy,finance,trade,business,culture life and family life. Thus,the popularity of computer ap-plications technology becomes charac-terizing the important feature of thesocial development.And mastering com-puter technology also becomes a nece-ssary basis of individual,work and life. 展开更多
关键词 DOS Th Brief Introduction to Shanghai municipal Computer Applications Capability Examinations
在线阅读 下载PDF
Growth with the city:Development history of theatrical buildings in Chongqing Municipality,China
11
作者 Dongzhu Chu Kai Xue 《西部人居环境学刊》 2020年第S01期47-57,共11页
In the twentieth century,the development of Chongqing Municipality was closely related to the development of China as a whole.Under the background of China’s rapid economic development,the construction of large cultu... In the twentieth century,the development of Chongqing Municipality was closely related to the development of China as a whole.Under the background of China’s rapid economic development,the construction of large cultural buildings is often aimed at stimulating economic growth,improving city image and enriching urban culture.Located in the southwest of China,Chongqing Municipality has gradually transformed from an industrial city to an exciting metropolis after a century of development and transformation.Taking Chongqing Grand Theatre and Chongqing Guotai Arts Center as examples,this study explores the interaction between urban development and cultural image enhancement in Chongqing Municipality. 展开更多
关键词 Theatrical building THEATER Opera house AUDITORIUM Arts center Chongqing municipality
在线阅读 下载PDF
基于区间Ⅱ型FNN的MSWI过程炉膛温度控制 被引量:3
12
作者 汤健 田昊 +1 位作者 夏恒 乔俊飞 《北京工业大学学报》 北大核心 2025年第2期157-172,共16页
针对城市固废焚烧(municipal solid waste incineration,MSWI)过程的炉膛温度难以实现有效控制的问题,提出基于区间Ⅱ型模糊神经网络(interval type-Ⅱfuzzy neural network,IT2FNN)的炉膛温度控制方法。首先,进行炉膛温度控制特性分析... 针对城市固废焚烧(municipal solid waste incineration,MSWI)过程的炉膛温度难以实现有效控制的问题,提出基于区间Ⅱ型模糊神经网络(interval type-Ⅱfuzzy neural network,IT2FNN)的炉膛温度控制方法。首先,进行炉膛温度控制特性分析以确定对其产生影响的关键操作变量;然后,根据上述操作变量基于线性回归决策树(linear regression decision tree,LRDT)建立多入单出(multiple-input single-output,MISO)炉膛温度模型;最后,构建具有自适应参数学习的IT2FNN控制器,并证明其稳定性。在MSWI过程数据集上构建模型并进行控制,实验结果验证了所提方法的有效性。 展开更多
关键词 城市固废焚烧(municipal solid waste incineration MSWI) 炉膛温度控制 线性回归决策树(linear regression decision tree LRDT) 区间Ⅱ型模糊神经网络(interval type-Ⅱfuzzy neural network IT2FNN) 梯度下降法 李雅普诺夫稳定性分析
在线阅读 下载PDF
基于固定窗漂移检测的MSWI过程CO排放建模
13
作者 汤健 张润雨 +1 位作者 夏恒 乔俊飞 《北京工业大学学报》 北大核心 2025年第8期930-943,共14页
针对城市固废焚烧(municipal solid waste incineration, MSWI)过程中能够表征燃烧过程是否稳定的关键工业参数--一氧化碳(carbon monoxide, CO)排放浓度的动态时变特性,提出基于固定窗漂移检测的MSWI过程CO排放建模方法。首先,基于历... 针对城市固废焚烧(municipal solid waste incineration, MSWI)过程中能够表征燃烧过程是否稳定的关键工业参数--一氧化碳(carbon monoxide, CO)排放浓度的动态时变特性,提出基于固定窗漂移检测的MSWI过程CO排放建模方法。首先,基于历史数据集采用k-means算法获取典型样本池(typical sample pool, TSP),构建基于长短期记忆(long short-term memory, LSTM)神经网络的离线预测模型和基于核主成分分析(kernel principal component analysis, KPCA)的漂移指标计算模型。然后,针对每个在线采集样本,在预设定固定窗口未填满时基于历史LSTM神经网络模型进行在线预测,在预设定固定窗口填满时采用历史KPCA模型进行漂移检测。最后,利用指标霍特林统计量T2和平方预测误差(squared prediction error, SPE)判断是否产生漂移。若未产生漂移,则返回至新窗口期;若产生漂移,则合并历史数据和漂移数据以更新TSP、LSTM模型和KPCA模型。工业现场实际数据的仿真验证了所提方法的合理性和有效性。 展开更多
关键词 城市固废焚烧(municipal solid waste incineration MSWI) 一氧化碳(carbon monoxide CO)排放 概念漂移检测 典型样本池(typical sample pool TSP) 长短期记忆(long short-term memory LSTM)神经网络 核主成分分析(kernel principal component analysis KPCA)
在线阅读 下载PDF
Utilization of Solid Waste Materials as Roadbed Fillers in Road Construction:a Review
14
作者 AN Liang CHEN Wenwu +2 位作者 ZHAO Tianyu LI Lunji WANG Yingchun 《材料导报》 EI CAS CSCD 北大核心 2024年第S02期247-253,共7页
China has a large solid waste stockpile and a low resource utilisation rate,and the utilisation of solid waste resources is of great significance in promoting sustainable social development.In order to further promote... China has a large solid waste stockpile and a low resource utilisation rate,and the utilisation of solid waste resources is of great significance in promoting sustainable social development.In order to further promote the green and efficient development of China's road field,an overview of the current status of the application,research progress,hot frontiers,problems and their countermeasures based on the three aspects of industrial solid wastes,engineering solid wastes and municipal solid wastes in highway engineering was conducted,and the development prospect of the resourceful utilisation of solid waste in highway engineering was outlooked,with a view to promoting the development of China's green roads.Statistics on the stockpile,utilisation and comprehensive utilisation rate of industrial solid wastes in China are presented,and the optimal mixing amount,production process and application technology of industrial solid wastes for road base materials are systematically summarised.Based on the concept of high-value utilisation of solid waste,the mechanical properties,durability,construction technology and quality control standards of engineering solid waste applied in roadbed engineering are summarised,and the difficulties in the application of engineering solid waste in road engineering are summarised.Finally,the feasibility,mechanical properties and environmental characteristics of municipal solid waste domestic waste incinerator slag,waste tyres and plastics applied in road engineering are summarised.This review can provide references and lessons for the design and development of green roads,and promote the innovation and development of greening road engineering. 展开更多
关键词 industrial solid waste engineering solid waste municipal solid waste green road
在线阅读 下载PDF
城市污水处理厂进出水和中水中优先监测物质的监测方法研究
15
作者 翟家骥 邵永怡 《分析测试学报》 CAS CSCD 北大核心 2004年第z1期167-170,共4页
  随着环境恶化的加剧和人类经济和科技发展,人类对已有资源的不满足和对新资源的渴求日益迫切.污水处理厂的二级出水的COD、BOD5、SS等值已达到地表水4级,甚至3级标准;外观清澈透明.……
关键词 Toxic pollutants Prior monitoring Detection methods municipal Sewage treatment
在线阅读 下载PDF
基于城市生活垃圾火焰辐射光谱的可燃组分在线预测新方法 被引量:3
16
作者 何俊捷 黄帅 +3 位作者 王亚飞 胡钦炫 黄群星 严建华 《中国电机工程学报》 EI CSCD 北大核心 2020年第9期2959-2966,共8页
提出一种基于城市生活垃圾火焰辐射光谱的典型可燃组分含量在线预测新方法。实验对象为包括3种纸,4种生物质,3种纤维,2种果皮以及3种塑料在内的15种典型可燃组分,同时测量其在不同温度下的火焰辐射光谱。基于多变量最小化方法,通过拟合... 提出一种基于城市生活垃圾火焰辐射光谱的典型可燃组分含量在线预测新方法。实验对象为包括3种纸,4种生物质,3种纤维,2种果皮以及3种塑料在内的15种典型可燃组分,同时测量其在不同温度下的火焰辐射光谱。基于多变量最小化方法,通过拟合某700t/d生活垃圾焚烧炉中燃烧火焰450~500nm波段内的光谱,可得到燃烧火焰的温度和发射率。利用该温度下每种可燃组分的火焰光谱,对各组分在燃烧垃圾中所占的比例进行反演。结果表明,城市生活垃圾的燃烧火焰光谱主要以粒子的热发射以及Na和K的原子发射主导;通过光谱拟合获得的温度高于热电偶测量温度;利用典型组分的火焰光谱可以很好地表征混合城市生活垃圾燃烧的火焰光谱,并获得典型组分的比例,其中瓦楞纸和木材的平均比例均超过10%,占据主导地位,塑料类的总体比例约为20%;基于各可燃组分比例计算得到的表观热值与机组功率成线性关系。文中开发的新方法能够在线并且准确地获取焚烧炉中城市生活垃圾组分信息,对改善和提高城市生活垃圾燃烧控制性能具有重要的意义。 展开更多
关键词 城市生活垃圾(municipal solid waste MSW) 火焰辐射光谱 可燃组分
在线阅读 下载PDF
Potential landfill site selection for solid waste disposal using GIS and multi-criteria decision analysis(MCDA) 被引量:9
17
作者 S.Kapilan K.Elangovan 《Journal of Central South University》 SCIE EI CAS CSCD 2018年第3期570-585,共16页
Proper solid waste disposal is an important socioeconomic concern for all developing countries.Municipalities have their own policies,individual approaches and methods to manage the solid wastes.They consider wastelan... Proper solid waste disposal is an important socioeconomic concern for all developing countries.Municipalities have their own policies,individual approaches and methods to manage the solid wastes.They consider wastelands outside the urban area as the best suitable for the solid waste disposal.Such improper site selection will create morphological changes that lead to environmental hazards in the urban and its surrounding areas.In this research,the site selection for urban solid waste disposal in the Coimbatore district used geographical information system(GIS)and multi-criteria decision analysis(MCDA).Thematic layers of lineament density,landuse/landcover,population density,groundwater depth,drainage density,slope,soil texture,geology and geomorphology were considered as primary criteria and weights for criteria,and sub-criteria were assigned by MCDA analysis.The resultant weight score was validated by consistency ratio so that the efficiency of the selected criteria was justified.The overlay analysis in GIS environment provides 17 potential zones in Coimbatore district,among which,four suitable sites were screened and refined with the help of field investigation and visual interpretation of satellite image.The result of landfill suitability map shows the effectiveness of the proposed method. 展开更多
关键词 municipal solid waste landfill site multi-criteria decision analysis remote sensing GIS Coimbatore
在线阅读 下载PDF
中国城市固体废弃物甲烷排放研究 被引量:6
18
作者 高庆先 杜吴鹏 卢士庆 《气候变化研究进展》 CSCD 2007年第z1期70-74,共5页
The greenhouse effect of methane (CH4) is only inferior to that of carbon dioxide (CO2). As an important anthropogenic emission source, the calculation of the emission amount of CH4 from waste treatment in landfills p... The greenhouse effect of methane (CH4) is only inferior to that of carbon dioxide (CO2). As an important anthropogenic emission source, the calculation of the emission amount of CH4 from waste treatment in landfills plays an important role in compiling greenhouse gases inventory and in estimating the climate change effects caused by increasing of greenhouse gases. Based on the previous work, and according to the sampling and analysis on municipal solid waste (MSW) in typical cities, the degradable organic carbon (DOC) percentile was identified in typical cities in recent years. According to the IPCC greenhouse gases inventory guideline and default method of CH4 emission from MSW landfills, and in light of MSW managing situation in different regions, the amount of CH4 emission was calculated. The results show that the amount of CH4 emission decreases geographically from east to west and it increases temporally from 1994 to 2004 in China. 展开更多
关键词 CLIMATE change municipal SOLID WASTE METHANE EMISSION
在线阅读 下载PDF
面向城市固废焚烧过程的缺失数据填充及应用 被引量:3
19
作者 汤健 徐雯 +1 位作者 夏恒 乔俊飞 《北京工业大学学报》 CAS CSCD 北大核心 2023年第4期435-448,共14页
针对城市固废焚烧(municipal solid waste incineration, MSWI)过程中存在的随机和连续数据缺失问题,提出了一种基于专家经验和约简特征集成模型的填充方法.首先,将过程数据缺失情况识别为随机分布、时间维度和特征维度缺失3种类型.接着... 针对城市固废焚烧(municipal solid waste incineration, MSWI)过程中存在的随机和连续数据缺失问题,提出了一种基于专家经验和约简特征集成模型的填充方法.首先,将过程数据缺失情况识别为随机分布、时间维度和特征维度缺失3种类型.接着,基于专家经验对前2种类型进行缺失填充后,面向第3种类型基于分布相似性和互信息相关性为缺失特征预测模型选择建模数据集和约简特征,建立具有互补特性的随机森林、梯度提升决策树和反向传播神经网络子模型对缺失值进行初步预测,利用贝叶斯线性回归(Bayesian linear regression, BLR)构建集成模型以获得最终填充值.最后,利用填充后的MSWI数据建立基于跨层全连接深度森林回归的二噁英排放浓度软测量模型.实验结果表明所提方法提高了MSWI过程数据的质量. 展开更多
关键词 城市固废焚烧(municipal solid waste incineration MSWI) 数据填充 专家经验 约简特征 集成模型 贝叶斯线性回归(Bayesian linear regression BLR)
在线阅读 下载PDF
基于主动学习机制GAN的MSWI过程二噁英排放风险预警模型 被引量:1
20
作者 汤健 崔璨麟 +2 位作者 夏恒 王丹丹 乔俊飞 《北京工业大学学报》 CAS CSCD 北大核心 2023年第5期507-522,共16页
针对构建城市固废焚烧(municipal solid waste incineration,MSWI)过程剧毒污染物二噁英(dioxin,DXN)排放风险预警模型的样本极为稀少的问题,提出一种基于主动学习机制生成对抗网络(generative adversarial network,GAN)的DXN排放风险... 针对构建城市固废焚烧(municipal solid waste incineration,MSWI)过程剧毒污染物二噁英(dioxin,DXN)排放风险预警模型的样本极为稀少的问题,提出一种基于主动学习机制生成对抗网络(generative adversarial network,GAN)的DXN排放风险预警建模方法.首先,以DXN风险等级作为条件信息使得GAN生成候选虚拟样本;然后,利用基于最大均值差异和多视角可视化分布信息的主动学习机制进行虚拟样本的初筛和评估,以获得期望虚拟样本;最后,基于混合样本构建DXN排放风险预警模型.通过基准数据集和MSWI过程数据集验证了所提方法的有效性.基于主动学习机制GAN的DXN排放风险预警建模方法可以有效解决样本稀少的问题,提高模型精度. 展开更多
关键词 城市固废焚烧(municipal solid waste incineration MSWI) 二噁英(dioxin DXN)排放风险预警 生成对抗网络(generative adversarial network GAN) 虚拟样本生成(virtual sample generation VSG) 最大均值差异 主动学习
在线阅读 下载PDF
上一页 1 2 下一页 到第
使用帮助 返回顶部