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以重点水力发电厂和大中型水库为主要考量,并兼顾地形地貌和中小河流的分布特征,将广西划分为23个电网流域,研究了基于非线性的神经网络电网流域面雨量预报方法。以5-6月龙滩近库区、龙江流域等6个电网流域为例,利用遗传算法优化BP神经网络的连接权和网络结构,建立了各电网流域的遗传-神经网络电网流域面雨量预报模型。对独立样本的预报结果表明,基于遗传-神经网络的电网流域面雨量预报模型的预报能力要优于传统的逐步回归预报模型,也明显优于日本、德国数值模式预报产品所换算成的电网流域面雨量预报,并与气象部门同期制作的综合面雨量预报产品能力相当,因而,遗传-神经网络面雨量集合预报模型有较好的业务应用前景。 相似文献
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Fenton法脱色降解活性黑5模拟废水 总被引:1,自引:0,他引:1
本研究对benton试剂脱色降解活性黑5模拟废水进行了初步的实验研究。在恒温条件下,分别以600nm和255nm波长下染料溶液吸光度为主要测定指标,对该种染料的脱色及其芳环结构的氧化降解进行了同步分析。考察了染料溶液初始pH值、Fe^2+浓度、H2O2投加量、染料浓度等因素的影响。结果表明,在一定实验条件下,活性黑5的脱色效率可达到99%,染料芳环结构的降解可达30%,COD去除率达到57.5%。活性黑5的脱色降解过程分为两个阶段进行。在最佳pH范围内,H2O2投加量、Fe^2+浓度、染料浓度对染料初始脱色速率影响不大,但对后续的芳环结构降解影响较大。 相似文献
156.
Improvements of nano-SiO2 on sludge/fly ash mortar 总被引:1,自引:0,他引:1
Sewage sludge ash has been widely applied to cementitious materials. In this study, in order to determine effects of nano-SiO(2) additives on properties of sludge/fly ash mortar, different amounts of nano-SiO(2) were added to sludge/fly ash mortar specimens to investigate their physical properties and micro-structures. A water-binding ratio of 0.7 was assigned to the mix. Substitution amounts of 0%, 10%, 20%, and 30% of sludge/fly ash (1:1 ratio) were proposed. Moreover, 0%, 1%, 2%, and 3% of nano-SiO(2) was added to the mix. Tests, including SEM and compressive strength, were carried out on mortar specimens cured at 3, 7, and 28 days. Results showed that sludge/fly ash can make the crystals of cement hydration product finer. Moreover, crystals increased after nano-SiO(2) was added. Hence, nano-SiO(2) can improve the effects of sludge/fly ash on the hydration of mortar. Further, due to the low pozzolanic reaction active index of sludge ash, early compressive strengths of sludge/fly ash mortar were decreased. Yet, nano-SiO(2) could help produce hydration crystals, which implies that the addition of nano-SiO(2) to mortar can improve the influence of sludge/fly ash on the development of the early strength of the mortar. 相似文献
157.
Municipal solid waste incineration (MSWI) ash is rich in heavy metals and salts. The disposal of MSWI ash without proper treatment may cause serious environmental problems. Recently, the local cement industry in Taiwan has played an important role in the management of solid wastes because it can utilize various kinds of wastes as either fuels or raw materials. The objective of this study is to assess the possibility of MSWI ash reuse as a raw material for cement production. The ash was first washed with water and acid to remove the chlorides, which could cause serious corrosion in the cement kiln. Various amounts of pre-washed ash were added to replace the clay component of the raw materials for cement production. The allowable limits of chloride in the fly ash and bottom ash were found to be 1.75% and 3.50% respectively. The results indicate that cement production can be a feasible alternative for MSWI ash management. It is also evident that the addition of either fly ash or bottom ash did not have any effect on the compressive strength of the clinker. Cement products conformed to the Chinese National Standard (CNS) of Type II Portland cement with one exception, the setting time of the clinker was much longer. 相似文献
158.
Variations of metal distribution in sewage sludge composting 总被引:4,自引:0,他引:4
In the study, the variations of heavy metal distributions (of Cu, Mn, Pb, and Zn) during the sewage sludge composting process were investigated by sequential extraction procedures. The total content of Cu and Zn in the composted mixture increased after the composting process. Mn and Zn were mainly found in mobile fractions (exchangeable fraction (F1), carbonate fraction (F2), and Fe/Mn oxide fraction (F3)). Cu and Pb were strongly associated with the stable fractions (organic matter/sulfides fraction (F4) and residual fraction (F5)). These five metal fractions were used to calculate the metal mobility (bioavailability) in the sewage sludge and composted mixture. The mobility (bioavailability) of Mn, Pb, and Zn (but not Cu) increased during the composting process. The metal mobility in the composted mixture ranked in the following order: Mn>Zn>Pb>Cu. 相似文献
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农业作为国民经济的基础,是生态文明的重要内容,其文明程度直接体现生态文明程度.生态文明建设给农业经营提出了更高的要求,也为农业生产的发展指明了方向.充分认识生态文明建设与农业生产的关系,加强农业相关人员的生态文明教育和农业环保法制建设,实施更加科学、文明的农业经营方式将对促进农业的可持续发展和生态文明建设发挥积极的作用. 相似文献