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Effects of Nitrogen on Grain Yield,Nutritional and Processing Quality of Wheat for Different End Uses 被引量:6
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作者 ZHU Xin-kai, GUO Wen-shan, ZHOU Jun-liang, HU Hong, ZHANG Ying, LI Chun-yan, FENG Chao-nian and PENG Yong-xin(Agricultural College of Yangzhou University , Yangzhou 225009 , P. R. China) 《Agricultural Sciences in China》 CAS CSCD 2003年第6期609-616,共8页
The effects of nitrogen on grain yield, nutritional quality and processing quality of wheat for different end uses were studied in Yangzhou from 2000 to 2002. Increasing N application amount and/or the ratio of topdre... The effects of nitrogen on grain yield, nutritional quality and processing quality of wheat for different end uses were studied in Yangzhou from 2000 to 2002. Increasing N application amount and/or the ratio of topdressing N after elongation stage could raise grain yield, protein content, wet gluten content, sedimentation, falling number, development time and stability time. To produce strong-gluten and medium-gluten wheat, the suitable ratio of basis : tillering : elongation : booting N fertilizer was 3:1:3:3or5:1:2:2 with 180 - 240 kg N ha-1. To produce weak-gluten wheat, the ratio of basis : tillering : elongation N fertilizer should be 7 : 1 : 2 with 180 kg N ha-1 and 240×104 ha-1 seedlings. 展开更多
关键词 Winter wheat for different end uses NITROGEN Nutritional quality processing quality Grain yield
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Study on Selection of Wheat Varieties for Noodle Production in Hebei Province and Factors Affecting the Processing Quality
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作者 Guocong ZHANG Zhanliang SHI 《Asian Agricultural Research》 2021年第2期50-54,57,共6页
[Objectives]To screen out the specific wheat varieties for noodle production in Hebei Province and analyze the factors affecting the processing quality of noodle.[Methods]The quality characteristics of grains,flour an... [Objectives]To screen out the specific wheat varieties for noodle production in Hebei Province and analyze the factors affecting the processing quality of noodle.[Methods]The quality characteristics of grains,flour and noodle of major medium gluten wheat varieties in Hebei Province were detected and analyzed.[Results]The sensory score of noodle is significantly positively correlated with wet gluten content of medium gluten wheat flour,and extensile length,cohesiveness,resilience,elasticity,gumminess,chewiness and extensile distance of TPA of noodle,and is significantly negatively correlated with softening degree.TPA of noodle can indirectly reflect sensory quality of noodle.[Conclusions]Han 7086,Xingmai 4,Liangxing 66,Shiyou 17,Heng 5229 and Liangxing 99 are suitable for producing high-quality noodle,and they can be used as noodle-specific varieties for promoting in Hebei Province. 展开更多
关键词 Hebei NOODLE Specific wheat variety SCREENING processing quality Affecting factor
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Comprehensive Evaluation of Processing Quality of Tibetan Native Hulless Barley Variety by Factor Analysis
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作者 Jin Yu-long Bai Ting +5 位作者 Zhang Yu-hong Zhu Ming-xia Zhang Zhi-wei Wang Shan-shan Liu Xiao-jiao Jia Fu-chen 《Journal of Northeast Agricultural University(English Edition)》 CAS 2021年第2期61-68,共8页
The purpose of this study was to explore the quality of the Tibetan native hulless barley variety in depth and to evaluate the characteristics of its processing quality using ratio analysis.For this study,10 native ba... The purpose of this study was to explore the quality of the Tibetan native hulless barley variety in depth and to evaluate the characteristics of its processing quality using ratio analysis.For this study,10 native barley varieties were chosen with the detection of 24 quality indexes in order to build a system of comprehensive evaluation.The results of the factor analysis indicated that seven common factors with an eigenvalue greater than 1 were extracted,cumulatively accounting for 96.21%of the total variance.The first common factor,including ASP,GLU,SER,GLY,ARG,TYR and CYS contents,accounted for 33.82% of the variance.The second common factor,including ash,the total starch,soluble fiber,VB_(3),Cu,Mn,Na and beta-glucan contents,accounted for 19.46%of the variance.The third common factor,including the total dietary fiber,α-VE,K,Zn and glutelin.The fourth common factor,including B,Ba and prolamin,explained the barley starch character of the rheological property.The fifth common factor included crude fiber.The sixth and the seventh common factors did not account for a substantial amount of variance.According to the comprehensive evaluation model,the score consequence was as the following:Zangqing25>Pengnaigabu>Lhasa changhei>2004Qing21>Lhasa duanbai>Liangamu>Zhikonggaxia>lianmubai>Jiangreejiu>Longzihei. 展开更多
关键词 Tibetan hulless barley process quality comprehensive evaluation factor analysis
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Development and characterization of wheat–Aegilops kotschyi 1U^(k)(1A)substitution line with positive dough quality parameters
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作者 JIANG Yun WANG De-li +2 位作者 HAO Ming ZHANG Jie LIU Deng-cai 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2023年第4期999-1008,共10页
Exploring novel high molecular weight glutenin subunits(HMW-GSs)from wild related species is a strategy to improve wheat processing quality.The objective of the present investigation was to identify the chromosomes of... Exploring novel high molecular weight glutenin subunits(HMW-GSs)from wild related species is a strategy to improve wheat processing quality.The objective of the present investigation was to identify the chromosomes of the wheatalien introgression line N124,derived from the hybridization between Triticum aestivum with Aegilops kotschyi,and characterize the effects on quality-related traits.Fluorescence in situ hybridization karyotypes showed that N124 is a disomic 1U^(k)(1A)substitution line.Sodium dodecyl sulfate polyacrylamide gel electrophoresis(SDS-PAGE)and reversedphase high-performance liquid chromatography verified N124 expressed two HMW-GSs of the Ae.kotschyi parent.PacBio RNA sequencing and phylogenetic analysis confirmed that the two HMW-GSs were U^(k)x and U^(k)y.Compared to the wheat parent,the substitution line had no obvious agronomic defects except fewer grains per spike but improved several major quality parameters.It can be served as a donor or bridge material for wheat quality improvement. 展开更多
关键词 Aegilops kotschyi common wheat 1Uk(1A)substitution line HMW-GS processing quality
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Study on Nitrogen Distribution in Leaf, Stem and Sheathat Different Layers in Winter Wheat Canopyand Their Influence on Grain Quality 被引量:6
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作者 WANGZhi-jie WANGJi-hua +2 位作者 HUANGWen-jiang MAZhi-hong ZHAOMing 《Agricultural Sciences in China》 CAS CSCD 2003年第8期859-866,共8页
Vertical distribution of nitrogen in wheat canopy, nitrogen remobilization and their influence on grain quality of winter wheat were studied. Two winter wheat cultivars, Jingdong8, a common cultivar, and Zhongyou9507,... Vertical distribution of nitrogen in wheat canopy, nitrogen remobilization and their influence on grain quality of winter wheat were studied. Two winter wheat cultivars, Jingdong8, a common cultivar, and Zhongyou9507, a high quality cultivar, were selected. Leaf nitrogen showed an obvious decreasing trend from the canopy top to the ground surface for all treatments in growth duration. There was no apparent vertical nitrogen gradient in stem and sheath of Zhongyou9507 compared with Jingdong8. Zhongyou9507 had more nitrogen remobilization from leaf, stem and sheath than Jingdong8 from middle grain filling to waxening, especially the nitrogen remobilization amount in stem and sheath, which was higher than that in Jingdong8 during growth duration. Higher vertical nitrogen gradients in Jingdong8 at anthesis had disadvantages on its grain quality. But higher vertical nitrogen gradients between middle and lower layers of Jingdong8 at grain filling stage enhanced its grain quality. Higher vertical nitrogen gradients in upper layer at anthesis and upper layer leaf and middle layer stem and sheath at grain filling stage had advantages on protein accumulation in grain of Zhongyou9507. There were positive correlations between foliar nitrogen remobilization amount and grain quality at later growth stage for the two cultivars. There was a positive correlation between quality of Jingdong8 and stem and sheath nitrogen remobilization amount from anthesis to early grain filling, and that of Zhongyou9507 emerged from anthesis to early grain filling and from middle grain filling to waxening. Contribution of leaf nitrogen to the quality of Jingdong8 was larger than nitrogen from stem and sheath. High protein content of Zhongyou9507 was attributed to the nitrogen condition in its leaf, stem and sheath. Nitrogen in stem and sheath played a more important role on the grain quality of Zhongyou9507 than on that of Jingdong8. 展开更多
关键词 Winter wheat Nitrogen concentration Vertical gradients N remobilization amount processing quality
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Effect of Elevated[CO2]and Nutrient Management on Grain Yield and Milling Quality of Rice in Subtropical India
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作者 Poonam Biswal Dillip Kumar Swain* 《Journal of Environmental & Earth Sciences》 2019年第2期1-6,共6页
The climate change due to mingled effect of rising[CO2]level and temperature will influence crop production by affecting various components of the production system.In the present study,Open Top Chamber(OTC)facility h... The climate change due to mingled effect of rising[CO2]level and temperature will influence crop production by affecting various components of the production system.In the present study,Open Top Chamber(OTC)facility has been used to realize the consequence of rising[CO2]with nutrient management on rice crop.The experiment was organized in open field and inside OTC with ambient[CO2](400 ppm)and elevated[CO2](25%,50%and 75%higher than ambient)in wet season of the year 2017-18 at Kharagpur,India.Increase in[CO2]level resulted decreasing trend in growth,yield attributes(filled grains number)and grain yield.The nutrient management with use of only chemical fertilizer at recommended dose gave highest grain yield,which was comparable with integrated management using chemical and biofertilizer.Post-harvest processing quality such as head rice percentage and the head rice yield decreased significantly with CO2 elevation.The elevated[CO2]with 25 to 75%higher than ambient,reduced the head rice percentage by 13 to 21%.The research stated that investigations on climate change adaptations should be made to avoid the negative impact of rising[CO2]level and temperature on crop yield and processing quality. 展开更多
关键词 BIOFERTILIZER Climate change Open top chamber processing quality Rice yield
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Field performance of alternate wetting and drying furrow irrigation on tomato crop growth, yield, water use efficiency, quality and profitability 被引量:7
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作者 Khokan Kumer Sarker M.A.R.Akanda +3 位作者 S.K.Biswas D.K.Roy A.Khatun M.A.Goffar 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2016年第10期2380-2392,共13页
Sustainable irrigation method is now essential for adaptation and adoption in the areas where water resources are limited. Therefore, a field experiment was conducted to test the performance of alternate wetting and d... Sustainable irrigation method is now essential for adaptation and adoption in the areas where water resources are limited. Therefore, a field experiment was conducted to test the performance of alternate wetting and drying furrow irrigation(AWDFI) on crop growth, yield, water use efficiency(WUE), fruit quality and profitability analysis of tomato. The experiment was laid out in randomized complete block design with six treatments replicated thrice during the dry seasons of 2013-2014 and 2014-2015. Irrigation water was applied through three ways of furrow: AWDFI, fixed wetting and drying furrow irrigation(FWDFI) and traditional(every) furrow irrigation(TFI). Each irrigation method was divided into two levels: irrigation up to 100 and 80% field capacity(FC). Results showed that plant biomass(dry matter) and marketable fruit yield of tomato did not differ significantly between the treatments of AWDFI and TFI, but significant difference was observed in AWDFI and in TFI compared to FWDFI at same irrigation level. AWDFI saved irrigation water by 35 to 38% for the irrigation levels up to 80 and 100% FC, compared to the TFI, respectively. AWDFI improved WUE by around 37 to 40% compared to TFI when irrigated with 100 and 80% FC, respectively. Fruit quality(total soluble solids and pulp) was found greater in AWDFI than in TFI. Net return from AWDFI technique was found nearly similar compared to TFI and more than FWDFI. The benefit cost ratio was viewed higher in AWDFI than in TFI and FWDFI by 2.8, 8.7 and 11, 10.4% when irrigation water was applied up to 100 and 80% FC, respectively. Unit production cost was obtained lower in AWDFI compared to TFI and FWDFI. However, AWDFI is a useful water-saving furrow irrigation technique which may resolve as an alternative choice compared with TFI in the areas where available water and supply methods are limited to irrigation. 展开更多
关键词 alternate furrow irrigation alternate drying process tomato yield quality water use efficiency net return
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QUALITY FUNCTION DEPLOYMENT IN BOTTOM-UP PROCESS FOR DESIGN REUSE 被引量:4
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作者 Tan Runhua, Duan Guolin, Liang Yanhong, Yuan Caiyun (School of Mechanical Engineering,Hebei University of Technology) 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2001年第4期381-384,共4页
To deal with a bottom up process model for design reuses a specific extended house of quality(EHOQ)is proposed Two kinds of supported functions,basic supported functions and new supported functions,are defined.Two ... To deal with a bottom up process model for design reuses a specific extended house of quality(EHOQ)is proposed Two kinds of supported functions,basic supported functions and new supported functions,are defined.Two processes to determine two kinds of functions are presented A kind of EHOQ matrix for a company is given and its management steps are studied. 展开更多
关键词 quality function deployment Bottom up process Design reuse
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Assay method for quality control and stability studies of a new antimalarial agent (CDRI 99/411)
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作者 Kiran Khandelwal Shakti Deep Pachauri +4 位作者 Sofa Zaidi Pankaj Dwivedi Ashok Kumar Sharma Chandan Singh Anil Kumar Dwivedi 《Journal of Pharmaceutical Analysis》 SCIE CAS 2013年第5期335-340,共6页
CDRI compound no. 99/411 is a potent 1,2,4-trioxane antimalarial candidate drug under development at our Institute. An HPLC method for determination of CDRI 99/411 with its starting material and intermediates has been... CDRI compound no. 99/411 is a potent 1,2,4-trioxane antimalarial candidate drug under development at our Institute. An HPLC method for determination of CDRI 99/411 with its starting material and intermediates has been developed and validated for in process quality control and stability studies. The analytical performance parameters such as linearity, precision, accuracy, specificity, limit of detection (LOD) and lower limit of quantification (LLOQ) were determined according to International Conference on Harmonization ICH Q2(R1) guidelines. HPLC separation was achieved on a RP-select B Lichrosphere~ column (250 mm x 4 ram, 5 lam, Merck) using water containing 0.1% glacial acetic acid and acetonitrile as the mobile phase in a gradient elution. The eluents were monitored by a photo diode array detector at 245 and 275 nm. Based on signal to noise ratio of 3 and 10 the LOD of CDRI 99/411 was 0.55 μg/mL, while the LLOQ was 1.05 μg/mL. The calibration curves were linear in the range of 1.05- 68 μg/mL. Precision of the method was determined by inter- and intra-assay variations within the acceptable range. 展开更多
关键词 HPLC TRIOXANE Process quality control STABILITY
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Effect of the desolventizing/toasting process on chemical composition and protein quality of rapeseed meal
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作者 Rainer Mosenthin Ulrike Messerschmidt +3 位作者 Nadja Sauer Patrick Carre Alain Quinsac Friedrich Schone 《Journal of Animal Science and Biotechnology》 SCIE CAS CSCD 2017年第1期205-216,共12页
Background: During processing in a desolventizer/toaster(DT), rapeseed meal(RSM) is heated to evaporate the hexane and to reduce the level of heat-labile anti-nutritional factors such as glucosinolates(GSL). Ho... Background: During processing in a desolventizer/toaster(DT), rapeseed meal(RSM) is heated to evaporate the hexane and to reduce the level of heat-labile anti-nutritional factors such as glucosinolates(GSL). However, excessive heat treatment may reduce amino acid(AA) content in addition to lower AA digestibility and availability in RSM. The objective of the present study was to produce from one batch of a 00-rapeseed variety(17 μmol GSL/g dry matter(DM), seed grade quality) five differently processed RSM under standardized and defined conditions in a pilot plant,and to determine the impact of these different treatments on protein solubility and chemical composition, in particular with regard to contents of AA including reactive Lys(rL ys) and levels of total and individual GSL.Methods: Four RSM were exposed to wet toasting conditions(WetT C) with increasing residence time in the DT of 48,64, 76, and 93 min. A blend of these four RSM was further processed, starting with saturated steam processing(〈 100 °C)and followed by exposure to dry toasting conditions(DryT C) to further reduce the GSL content in this RSM.Results: The contents of neutral detergent fiber and neutral detergent fiber bound crude protein(CP) increased linearly(P 〈 0.05), as residence time of RSM in the DT increased from 48 to 93 min, whereas contents of total and most individual GSL and those of Lys, rL ys, Cys, and the calculated ratio of Lys:CP and r Lys:CP decreased linearly(P ≤ 0.05).The combination of wet heating and DryT C resulted in the lowest GSL content compared to RSM produced under WetT C, but was associated with lowest protein solubility.Conclusions: It can be concluded that by increasing residence time in the DT or using alternative processing conditions such as wet heating combined with DryT C, contents of total and individual GSL in RSM can be substantially reduced.Further in vivo studies are warranted to elucidate if and to which extent the observed differences in protein quality and GSL content between RSM may affect digestibility and bioavailability of AA in monogastric animals. 展开更多
关键词 Anti-nutritional factor Glucosinolate processing Protein quality Rapeseed meal
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Molecular identification of ω-secalin gene expression activity in a wheat 1B/1R translocation cultivar 被引量:3
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作者 CHAI Jian-fang ZHANG Cui-mian +1 位作者 MA Xiu-ying WANG Hai-bo 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2016年第12期2712-2718,共7页
ω-Secalin was an important factor influencing processing quality of wheat 1BL/1RS translocations. On the basis of four ω-secalin gene sequences cloned from Lankao 906 (a wheat cultivar with 1BL/1RS translocation) ... ω-Secalin was an important factor influencing processing quality of wheat 1BL/1RS translocations. On the basis of four ω-secalin gene sequences cloned from Lankao 906 (a wheat cultivar with 1BL/1RS translocation) with putative transcription activity, a pair of primers with suitable restriction endonucleases added at their 5" ends were designed to amplify the mature protein-coding regions of the four genes. After digestion with restriction endonucleases, the amplified products were ligated into the prokaryotic expression vector pET30a(+). The prokaryotically expressed recombinant proteins and gliadin isolated from the Lankao 906 seed were analyzed on the same acid polyacrylamide gel electrophoresis. All four prokaryotically expressed secalin bands had corresponding seed-expressed gliadin bands. The four corresponding gliadin bands were confirmed to be the expression products of the four ω-secalin genes by liquid chromatography tandem mass spectrometry (LC-MS/MS). This conclusion was further confirmed because the four ω-secalin bands could be detected in all 14 wheat 1BL/1 RS translocation cultivars used in the study, although there was some interference for the detection of one ω-secalin band from nearby wheat gliadin bands. The sequence information of ω-secalin genes with expression activity will be helpful for improving the processing quality of wheat with 1BL/1RS translocations by using RNA interference method to silence the expression of the ω-secalin genes. 展开更多
关键词 Triticum aestivum processing quality storage proteins prokaryotic expression LC-MS/MS
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Distribution of Grain Hardness in Chinese Wheats and Genetic Analysis 被引量:3
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作者 ZHOU Yan-hua, HE Zhong-hu, YAN Jun, ZHANG Yan, WANG De-sen and ZHOU Gui-ying(Institute of Crop Breeding and Cultivation, Chinese Academy of Agricultural Sciences / National Wheat Improvement Center,Beijing 100081 ,P. R. China CIMMYT China Office, C/OCAAS, Beijing 100081 ,P. R. China) 《Agricultural Sciences in China》 CAS CSCD 2002年第11期1190-1198,共9页
A hundred winter wheat and 41 spring wheat cultivars and advanced lines were used to investigate the distribution of grain hardness in Chinese wheats and correlations between grain hardness and other kernel traits. P1... A hundred winter wheat and 41 spring wheat cultivars and advanced lines were used to investigate the distribution of grain hardness in Chinese wheats and correlations between grain hardness and other kernel traits. P1, P2, F1 , F2 and F3 from three crosses, i. e. , Liken2/Yumai2, 85Zhong33/Wenmai6 and 85Zhong33/95Zhong459 were sown to study the genetics of grain hardness. Significant correlation was observed between hardness measured by Single Kernel Characteristic System 4100 (SKCS 4100) and Near Infrared (NIR) Spectroscopy, r ranging from 0.85 to 0.94. Chinese wheat is a mixed population in terms of hardness, ranging from very soft to very hard. For autumn-sown wheat, on average, grain hardness decreases from north to south and spring-sown wheat is dominant with hard type. Hardness is negatively associated with flour color, and its associations with flour yield and ash content differ in winter and spring wheats. Grain hardness is controlled by a major gene and several minor genes with additive effect mostly, but dominant effect is also observed, with heritability of 0.78. 展开更多
关键词 T. aestivum Common wheat Grain hardness processing quality Genetic analysis
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Activities of the Enzymes Involved in Starch Synthesis and Starch Accumulation in the Grains of Wheat Cultivars, GC8901 and SN1391 被引量:2
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作者 LIUXia JIANGChun-ming ZHENGZe-rong ZHOUZhu-nan HEMing-rong WANGZhen-lin 《Agricultural Sciences in China》 CAS CSCD 2005年第5期348-354,共7页
Two wheat cultivars, GC8901 (hard winter wheat) and SN1391 (soft winter wheat), were used for investigating the changes of enzyme activities for sucrose metabolism and starch biosynthesis and the accumulation characte... Two wheat cultivars, GC8901 (hard winter wheat) and SN1391 (soft winter wheat), were used for investigating the changes of enzyme activities for sucrose metabolism and starch biosynthesis and the accumulation character of starch composition. The result showed that activities of sucrose (SS), sucrose-phosphate synthase (SPS), adenosine diphosphorate glucose pyrophrylase (AGPase) and soluble starch syntheses (SSS) of 1391, which have more starch, were significant higher than those of 8901, that with low starch content. But the changing of granule-bound starch synthase (GBSS) activity was consistent with the amylose content, which indicated that amylose contents in grain were determined by GBSS activity, especially the activity at later grain filling stages. Simulating with Richards equation showed that it was initiating time and accumulation rate, but not accumulation duration that determined the content of starch composition. Furthermore, changing of sucrose transport capacity was consistent with SSS and GBSS activities, starch accumulation rate was accordant to AGPase and SS/SPS ration, not SS, SPS, SSS or GBSS activities. The results suggested that there was no inevitable relation of starch accumulating rate and starch composition contents with the activity of single enzyme such as SS, SPS, SSS or GBSS, but closely related to AGPase activity and SS/SPS ratio, and it was SPS and AGPase that play a vital role in the biosynthetic pathway. Later polymerization reactions catalyzed by SSS and GBSS don’t seem to control the rate of starch accumulation, but do affect starch structure. 展开更多
关键词 Wheat Grain AMYLOSE AMYLOPECTIN Enzymes activities processing quality
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Hierarchy-Based Team Software Process Simulation Model 被引量:1
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作者 CHEN Ying-xin LIU Qun 《Wuhan University Journal of Natural Sciences》 EI CAS 2006年第1期273-277,共5页
According to the characteristic of Team Software Process (TSP), it adopts a hierarchy-based model combined discrete event model with system dynamics model. This model represents TSP as form of two levels, the inner ... According to the characteristic of Team Software Process (TSP), it adopts a hierarchy-based model combined discrete event model with system dynamics model. This model represents TSP as form of two levels, the inner level embodies the continuity of the software process, the outer embodies the software development process by phases, and the structure and principle of the model is explained in detail, then formalization description of the model is offered. At last, an example is presented to demonstrate the simulation process and result. This model can simulate team software process from various angles, supervise and predict the software process. Also it can make the management of software development become more scientific and improve the quality of software. 展开更多
关键词 team software process process simulation hierarchy-based simulation model process quality
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Selective Ensemble Extreme Learning Machine Modeling of Effluent Quality in Wastewater Treatment Plants 被引量:8
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作者 Li-Jie Zhao 1,2 Tian-You Chai 2 De-Cheng Yuan 1 1 College of Information Engineering,Shenyang University of Chemical Technology,Shenyang 110042,China 2 State Key Laboratory of Synthetical Automation for Process Industries,Northeastern University,Shenyang 110189,China 《International Journal of Automation and computing》 EI 2012年第6期627-633,共7页
Real-time and reliable measurements of the effluent quality are essential to improve operating efficiency and reduce energy consumption for the wastewater treatment process.Due to the low accuracy and unstable perform... Real-time and reliable measurements of the effluent quality are essential to improve operating efficiency and reduce energy consumption for the wastewater treatment process.Due to the low accuracy and unstable performance of the traditional effluent quality measurements,we propose a selective ensemble extreme learning machine modeling method to enhance the effluent quality predictions.Extreme learning machine algorithm is inserted into a selective ensemble frame as the component model since it runs much faster and provides better generalization performance than other popular learning algorithms.Ensemble extreme learning machine models overcome variations in different trials of simulations for single model.Selective ensemble based on genetic algorithm is used to further exclude some bad components from all the available ensembles in order to reduce the computation complexity and improve the generalization performance.The proposed method is verified with the data from an industrial wastewater treatment plant,located in Shenyang,China.Experimental results show that the proposed method has relatively stronger generalization and higher accuracy than partial least square,neural network partial least square,single extreme learning machine and ensemble extreme learning machine model. 展开更多
关键词 Wastewater treatment process effluent quality prediction extreme learning machine selective ensemble model genetic algorithm.
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Hydrochemical Characteristics and the Suitability of Groundwater in the Coastal Region of Tangshan, China 被引量:7
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作者 Fengshan Ma Aihua Wei +1 位作者 Qinghai Deng Haijun Zhao 《Journal of Earth Science》 SCIE CAS CSCD 2014年第6期1067-1075,共9页
Through collecting groundwater samples from the coastal region of Tangshan, China, the hydrochemical processes that affect the chemical composition of groundwater and the quality of resources were analyzed. Chemical c... Through collecting groundwater samples from the coastal region of Tangshan, China, the hydrochemical processes that affect the chemical composition of groundwater and the quality of resources were analyzed. Chemical constituents, factor analysis, and a graphic method were employed in this research. The results show that human activities obviously affect fresh groundwater. The deep groundwater distributed in the southern part of the region is severely affected by salinization, and the shallow groundwater in the north is also beginning to show the same deterioration. The chemical concentrations of the deep groundwater depend largely upon the water-rock interaction, the mixing of saline water and the ion exchange processes. With the exception of sample C-33, all the groundwater samples in the study area are suitable for drinking. Tests show that roughly half of the deep groundwater samples have at least one water quality index indicating that it is chemically doubtful or unsuitable for irrigation. Therefore, it is concluded that deep groundwater is becoming an unacceptable resource to irrigate areas located near the coastline because the groundwater quality in the study area is exhibiting signs of degradation. This study's findings contribute to a better understanding of groundwater resources in order to support regional management and protection. 展开更多
关键词 groundwater factor analysis ion exchange process salinization water quality index
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