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针对煤与瓦斯突出预测精度不足的问题,为了减少突出灾害的危害,提出了基于稀疏核主成分分析法(SKPCA)与增强拓扑神经进化算法(NEAT)的煤与瓦斯突出危险性预测方法.通过核主成分分析法对突出非线性数据进行降维,然后对主成分数据进行稀疏化,减少原始数据中不重要元素对降维后主成分的影响.搭建增强拓扑神经进化网络(NEAT)预测模型,采用进化算法同时优化神经网络的权值和拓扑结构,得到最佳神经网络预测模型.将处理后的主成分数据输入模型预测突出危险指数,结果表明,该方法危险等级预测准确度达到98%,SKPCA-NEAT模型在煤与瓦斯突出预测上相比PCA和BP神经网络具有优势. 相似文献
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城市生物质废物厌氧消化处理可行性分析 总被引:1,自引:0,他引:1
城市废物传统的处理方式主要包括卫生填埋、焚烧和堆肥,而近年来,随着城市生活垃圾中生物质废物的增加以及世界能源短缺现象的加剧,具有废物处理和资源回收双重效益的生物质废物厌氧消化技术日益受到世界各国的广泛关注。文章分析了我国城市生物质废物的种类和性质,指出了采用目前的三种传统废物处理方式处理我国城市生物质废物的弊端,并提出了利用厌氧消化技术处理城市生物质废物的适用性,对比分析了上述四种废物处理方式的优缺点,并从政策方向性、技术工艺可靠性、原料和市场稳定性,以及环境、经济和社会效益优良性等多方面对城市生物质废物厌氧消化技术的可行性进行了分析,说明厌氧消化技术必将成为未来生物质废物资源化处理的发展趋势。 相似文献
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王圣宏 《辽宁城乡环境科技》2010,(11):15-17
循环经济是一种促进人与自然协调、和谐的经济发展模式,发展循环经济已成为国家战略。循环农业是把循环经济理念应用于农业生产,在农业生产过程和产品生命周期中减少资源、物质投入量和减少废物排放量,达到生态和经济良性循环的农业发展模式。因此,系统地对国内外循环农业研究成果和发展状况进行比较分析,总结先进经验,对于探索我国循环农业发展道路,促进循环农业发展具有较强的理论指导和实践意义。 相似文献
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A novel biphenyl-degrading bacterial strain LA-4 was isolated from activated sludge. It was identified as Dyella ginsengisoli according to phylogenetic similarity of 16S rRNA gene sequence. This isolate could utilize biphenyl as sole source of carbon and energy, which degraded over 95 mg/L biphenyl within 36 h. The major metabolites formed from biphenyl, such as 2-hydroxy-6-oxo-6-phenylhexa-2,4-dienoic acid (HOPDA) and benzoic acid, were identified by LC-MS. The crude cell extract of strain LA-4 exhibited the activity of 2,3-dihydroxybiphenyl 1,2-dioxygenase (2,3-DHBD) and the kinetic parameters were Km= 26.48 μmol/L and Vmax= 8.12 μmol/mg protein. A conserved region of the biphenyl dioxygenase gene bphA1 of strain LA-4 was amplified by PCR and confirmed by DNA sequencing. 相似文献
18.
A bacterial strain that utilized o-chloronitrobenzene(o-CNB) as the sole carbon,nitrogen and energy sources was isolated from an activated sludge collected from an industrial waste treatment plant. It was identified as Pseudomonas putida based on its morphology,physiological,and biochemical characteristics with an automatic biometrical system and the 16S rRNA sequence analysis. Microcosm study showed that the biodegradation of o-CNB was optimized at culture medium pH 8.0 and 32°C. At these conditions,the st... 相似文献
19.
Acute toxicity of excess Cu on the photosynthetic performance of Chlorella pyrenoidosa was examined by using chlorophyll a fluorescence transients and JIP-test after exposure to elevated Cu concentrations for a short time period. High Cu concentration resulted in a significant suppression in photosynthesis and respiration. The absorption flux (ABS/RC) per PSII reaction center increased with increasing Cu concentration, but the electron transport flux (ET0/RC) decreased. Excess Cu had an insignificant effect on the trapping flux (TR0/RC). The decline in the efficiency, with which a trapped exciton can move an electron into the electron transport chain further than QA−(Ψ0), the maximal quantum yield of primary photochemistry (?P0), and the quantum yield of electron transport (?E0) were also observed. The amount of active PSII reaction centers per excited cross section (RC/CS) was also in consistency with the change of photosynthesis when cells were exposed to excess Cu concentration. JIP-test parameters had a good linear relationship with photosynthetic O2 evolution. These results suggested that the decrease of photosynthesis in exposure to excess Cu may be a result of the inactivation of PSII reaction centers and the inhibition of electron transport in the acceptor side. 相似文献
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SAIDI Neyla KOUKI Soulwene M' HIRI Fadhel JEDIDI Naceur MAHROUK Meriam HASSEN Abdennaceur OUZARI Hadda 《环境科学学报(英文版)》2009,21(10):1452-1458
The aim of this study was to characterize the biological stability and maturity degree of compost during a controlled pile-composting trial of mixed vegetable residues (VR) collected from markets of Tunis City with residues of Posidonia oceanica (PoR), collected from Tunis beaches. The accumulation in beaches (as well as their removal) constitutes a serious environmental problem in all Mediterranean countries particularly in Tunisia. Aerobic-thermophilic composting is the most reasonable way to profit highly-valuable content of organic matter in these wastes for agricultural purposes. The physical, chemical, and biological parameters were monitored during composting over 150 d. The most appropriate parameters were selected to establish the maturity degree. The main result of this research was the deduction of the following maturity criterion: (a) C/N ratio < 15; (b) NH4+-N < 400 mg/kg; (c) CO2-C < 2000 mg CO2-C/kg; (d) dehydrogenase activity < 1 mg TPF/g dry matter; (e) germination index (GI) > 80%. These five parameters, considered jointly are indicative of a high maturity degree and thus of a high-quality organic amendment which employed in a rational way, may improve soil fertility and soil quality. The mature compost was relatively rich in N (13.0 g/kg), P (4.74 g/kg) and MgO (15.80 g/kg). Thus composting definitively constitutes the most optimal option to exploit these wastes. 相似文献