湖泊水质富营养化评价的多准则神经网络法

提出了基于误差平方和准则与模糊熵准则下的多准则神经网络湖泊水质营养化评价模型，并将其应用于我国五大湖泊水质营养化的评价。结果表明，多准则神经网络用于湖泊水质营养化评价，具有简便，实用，客观和广泛的通用性     

垃圾焚烧炉炉膛温度的影响因素

垃圾焚烧过程的不稳定会导致大量有害物质的生成,为确保垃圾的清洁燃烧需要将炉膛温度控制在850℃以上,为此测试了焚烧炉运行的主要可控参数对炉膛温度的影响。结果表明,垃圾堆放位置在垃圾池深3～8 m处,并经过6 d以上发酵脱水后适合焚烧;炉膛温度随给料量、一次风率和一次风温增加而增大,随过量空气系数增加而降低,其中给料量宜控制在95%～110%之间;当过量空气系数为1.6、一次风率为90%、一次风温为260℃、给料量为100%时炉膛温度达901℃。     

碳羟基磷灰石对水中Cr(Ⅵ)的吸附性能研究

利用废弃蛋壳为原材料,水热法合成碳羟基磷灰石(CHAP),并利用X射线衍射、扫描电镜、能谱分析手段对其结构进行了表征.将CHAP作为含铬废水的吸附剂,考察了pH、Cr(Ⅵ)初始浓度、吸附时间等对Cr(Ⅵ)吸附行为的影响.结果表明,初始质量浓度为50 mg/L的Cr(Ⅵ)溶液,在常温(22±2) ℃、溶液pH为3.0、CHAP用量为5 g/L时,30 min基本达到吸附平衡,Cr(Ⅵ)去除率为98.3%,饱和吸附容量达29.85 mg/g.CHAP对Cr(Ⅵ)的吸附行为符合Langmuir吸附等温式和Freundlich吸附等温式,相关系数分别为0.998 4和0.922 6.通过10%(体积分数)H2SO4对吸附Cr(Ⅵ)的CHAP进行再生,再生率最高达95.8%.     

辉县市城区环境空气质量现状及污染防治对策

对辉县市城区2006—2011年间环境空气质量监测数据进行了评价，并对城区污染物浓度时空变化进行了分析。结果表明，辉县市城区大气污染主要表现为可吸入颗粒物污染严重，主要是能源结构不合理、锅炉废气污染严重、城区道路保洁方式落后等原因造成的，由此提出了合理规划城市布局、减少结构性污染等对策。     

Short-term wind speed forecasting based on random forest model combining ensemble empirical mode decomposition and improved harmony search algorithm

ABSTRACT

Wind speed forecasting plays an important role in power grid dispatching management. This article proposes a short-term wind speed forecasting method based on random forest model combining ensemble empirical modal decomposition and improved harmony search algorithm. First, the initial wind speed data set is decomposed into several ensemble empirical mode functions by EEMD, then feature extraction of each sub-modal IMF is performed using fast Fourier transform to solve the cycle of each sub-modal IMF. Next, combining the high-performance parameter optimization ability of the improved harmony search algorithm, two optimal parameters of random forest model, number of decision trees, and number of split features are determined. Finally, the random forest model is used to forecast the processing results of each submodal IMF. The proposed model is applied to the simulation analysis of historical wind data of Chaoyang District, Liaoning Province from April 27, 2015 to May 22, 2015. To illustrate the suitability and superiority of the EEMD-RF-IHS model, three types of models are used for comparison: single models including ANN, SVM, RF; EMD combination models including EMD-ANN, EMD-SVM, EMD-RF; EEMD combination models including EEMD-ANN, EEMD-SVM, EEMD-RF. The analysis results of evaluation indicators show that the proposed model can effectively forecast short-term wind data with high stability and precision, providing a reference for forecasting application in other industry fields.     

丁酸胁迫对产氢污泥以厨余为底物的产氢影响

采用丁酸对产氢污泥进行胁迫处理,经胁迫后的污泥接种厨余垃圾进行产氢实验,考察丁酸胁迫对提高产氢性能的影响。结果表明,低浓度胁迫能提高产氢污泥的耐丁酸性,从而提高产氢量,而胁迫浓度过高则抑制产氢污泥活性,胁迫浓度呈"horm esis"效应。实验采用的4 g/L胁迫浓度为最佳,反应结束后,丁酸浓度和产氢量分别为8 417.1 mg/L和63.72 mL/g VS,比空白提高了31.3%和114%。产氢过程中SCOD的主要来源是有机酸。对产氢污泥胞外多聚物(EPS)的测定表明,厨余垃圾酸化速率、氢气产生速率和EPS总量成正相关。     

水泥-电力行业的产业共生网络构建及区域案例研究

水泥工业作为工业生态系统的汇,能够多样化地利用其他行业的副产物,这种典型的产业共生模式可以通过减少资源和能源的消耗带来显著的CO₂减排效果.由于产业共生在水泥行业具有一定的普遍性及巨大的CO₂减排潜力,所以对水泥工业产业共生现状的了解与分析就显得尤为重要;而通过对产业共生现状的全面了解,才能对现有水泥行业产业共生的程度进行分析,并以此为参照,对未来不同政策与情景下的CO₂减排潜力进行量化与评估.为实现对产业共生实际情况的模拟,以水泥-电力行业的产业共生为例,采用最优化的方法,提出了一套基于一般统计数据来模拟产业共生实际情况的系统方法,将技术、经济与政策3类不同的决策变量影响纳入模型,以模拟出最接近真实情景的产业共生情况.为验证模型的有效性,对新乡市水泥-电力行业实际的产业共生情况进行分析.结果表明:新乡市水泥-电力行业间存在普遍的产业共生现象,实地调查中有77.8%（21家）的水泥制造企业利用粉煤灰作为水泥制造的原材料.将一般统计数据与实地调查数据对比发现,一般统计数据能较好地反映企业实际物质投入产出情况;利用一般统计数据,模型对新乡市产业共生网络结构模拟的准确率高达92.6%,显示该模型能较为有效地对产业共生的实际情况进行模拟.      

以聚己内酯作为生物反硝化固体碳源的研究

为解决水体因低碳氮比而导致脱氮效率差的问题,将颗粒聚己内酯(PCL)重新塑形为阶梯环状,研究其作为反硝化过程的生物膜载体与固相碳源的反硝化性能。结果表明,在静态实验中,平均反硝化速率为8.57 mg NO3-N/(L·h);反硝化过程为零级反应。连续填充床实验中,超过90%的硝酸盐可被去除,出水NO2-N质量浓度低于0.20 mg/L;出水NH3-N质量浓度略有上升;出水溶解性有机碳(DOC)先上升后降低至1 mg/L左右。电子扫描显微镜扫描显示,PCL阶梯环反应表面空隙率较高,表面生物膜以杆菌为主,反应后被明显腐蚀;液相色谱检测显示PCL阶梯环分子量反应前后略有下降,其结构未受到破坏;表明该材料适合作为反硝化反应的碳源的同时,又可以作为载体供微生物附着生长。     

Insights into sludge granulation during anaerobic treatment of high-strength leachate via a full-scale IC reactor with external circulation system

In this study, a full-scale internal circulation(IC) reactor coupled with an external circulation system was developed to treat high-strength leachate from a municipal solid waste(MSW)incineration plant, in which anaerobic sludge granulation was intensively investigated. Results showed that the IC reactor achieved excellent treatment performance under high organic loading rates(OLR) of 21.06–25.16 kg chemical oxygen demand(COD)/(m3? day). The COD removal efficiency and biogas yield respectively reached 89.4%–93.4% and 0.42–0.50 m3/kg COD.The formation of extracellular polymeric substances(EPS) was closely associated with sludge granulation. Protein was the dominant component in sludge EPS, and its content was remarkably increased from 21.6 to 99.7 mg/g Volatile Suspended Solid(VSS) during the reactor operation. The sludge Zeta potential and hydrophobicity positively correlated with the protein/polysaccharide ratio in EPS, and they were respectively increased from-26.2 m V and 30.35% to-10.6 m V and 78.67%, which was beneficial to microbial aggregation. Three-dimensional fluorescence spectroscopy(3 D-EEM) and Fourier transform infrared spectroscopy(FT-IR)analysis further indicated the importance of protein-like EPS substances in the sludge granulation. Moreover, it was also found that the secondary structures of EPS proteins varied during the reactor operation.