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An Improved Data-Driven Model for the Prediction of Minimum Transport Condition for Sand Transport in Multiphase Flow Systems 多相流系统输沙最小输沙条件预测的改进数据驱动模型
Pub Date : 2021-03-23 DOI: 10.46792/FUOYEJET.V6I1.618
A. Ehinmowo, O. Ariyo, O. A. Ohiro, O. Fajemidupe, K. Salam
The correct prediction of minimum transport condition (MTC) is of great importance to the oil and gas industry. The sand deposition is an associated problem of multiphase transportation of oil, gas and or solid. The purpose of this work is to investigate the predictive capability of three different data-driven approaches: Artificial neural networks (ANN), Adaptive neuro-fuzzy inference system or adaptive network-based fuzzy inference system (ANFIS) and response surface methodologies (RSM). The models were developed using182 experimental data points with input parameters such as liquid superficial velocity, pipe diameter, particle size, pipe inclination and the output parameter predicted is the minimum transport condition (velocity) for sand particles. The developed models were compared with existing models. The results showed that the three methods performed creditably well in the prediction of MTC with ANFIS having the highest predictive capability with an R 2 value of 0.99997 and an average error value of 0.00035836 compared with ANN and RSM having R 2 value of 0.9998 and 0.9973 respectively. The three data-driven techniques investigated in this study also outperformed published correlations for the prediction of MTC. The findings from this research can be invaluable for the effective and robust management of sand transport in multiphase flow systems. Keywords — Artificial Intelligence, Fuzzy Inference System, Model, Minimum Transport Condition, Optimization methods, Response Surface Methodology
正确预测最小输送条件对油气工业具有重要意义。砂沉积是油气和固体多相运移的一个相关问题。这项工作的目的是研究三种不同的数据驱动方法的预测能力:人工神经网络(ANN)、自适应神经模糊推理系统或基于自适应网络的模糊推理系统(ANFIS)和响应面方法(RSM)。该模型使用182个实验数据点建立,输入参数为液体表面速度、管径、粒度、管道倾角,输出参数为预测砂粒的最小输运条件(速度)。将所建立的模型与现有模型进行了比较。结果表明,三种方法对MTC的预测效果良好,其中ANFIS预测能力最强,r2值为0.99997,平均误差值为0.00035836,而ANN和RSM的r2值分别为0.9998和0.9973。本研究中研究的三种数据驱动技术在预测MTC方面也优于已发表的相关性。这项研究的结果对于多相流系统中有效和稳健的输砂管理具有宝贵的价值。关键词:人工智能,模糊推理系统,模型,最小传输条件,优化方法,响应面方法
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引用次数: 1
Influence of Particle Size and Particle Range Distribution on the Microstructure of Al–Mg–Si/PKSA Composite for Amateur Solid Rocket Chamber 颗粒尺寸和颗粒范围分布对业余固体火箭燃烧室Al-Mg-Si /PKSA复合材料组织的影响
Pub Date : 2021-03-23 DOI: 10.46792/FUOYEJET.V6I1.580
E. O. Oyedeji, M. Dauda, S. Yaro, M. Abdulwahab
The study discusses an overview of small rocket program, development and characterization of locally sourced material at low cost. The aim is to enable the construction of small sounding rocket components for experimental purposes in Nigeria. This paper proposes the utilization of palm kernel shell ash as filler materials in the development, characterization and production of composite material to construct prototype reusable chamber and accessories that will enable it possible for small scientific experiments. To achieve this, particle size and particle range distribution on the microstructure, texture, and mechanical properties of (Al–Mg–Si)/PKSA composites developed by powder metallurgy method were investigated. The access in the 6xxx series of aluminum-magnesium-silicon alloy was investigated for this reason. ImageJ software was used to do particle size analysis professionally and the software was used to calculate the area, mean, standard deviation (SD) and the pixel values. The particle size distribution of big constituent (densification or rather densified solids) particles and small dispersoids possess a finer and slightly elongated grain structure when compared with the unreinforced alloy. The results of the XRD and XRF of all the samples considered showed that Al 2 O 3 , SiO 2 , Mn 2 O 3 and MgO phases were common to all. These hard phases are considered to be responsible for improved mechanical properties and resistance of the composite, while the SEM result showed that the reinforcement was uniformly distributed which further improves the mechanical property of the composite. Keywords: Microstructure, Composite, Rocket, Palm Kernel
该研究讨论了小型火箭计划的概述,开发和低成本本地采购材料的特性。其目的是使尼日利亚能够建造用于实验目的的小型探空火箭部件。本文提出利用棕榈仁壳灰作为填充材料,在复合材料的开发、表征和生产中,构建原型可重复使用的腔室和附件,使小型科学实验成为可能。为此,研究了粉末冶金法制备的(Al-Mg-Si)/PKSA复合材料的粒径和粒径分布对其显微组织、织构和力学性能的影响。为此,对6xxx系列铝镁硅合金中的准入问题进行了研究。采用专业的ImageJ软件进行粒度分析,计算面积、均值、标准差(SD)和像素值。与未增强合金相比,大组成(致密化或致密化固体)颗粒和小分散体的晶粒尺寸分布具有更细和微拉长的晶粒结构。所有样品的XRD和XRF分析结果表明,所有样品的Al 2o3、sio2、Mn 2o3和MgO相都是共同的。这些硬相被认为是提高复合材料力学性能和电阻的原因,而SEM结果表明,增强分布均匀,进一步提高了复合材料的力学性能。关键词:微结构,复合材料,火箭,棕榈仁
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引用次数: 2
Changes in Proximate Composition, Vitamin C and β-Carotene Contents of Oven Dried Pawpaw (Carica papaya) Fruit as Influenced by Pretreatment Methods 预处理方法对烘干木瓜果实近似成分、维生素C和β-胡萝卜素含量的影响
Pub Date : 2021-03-23 DOI: 10.46792/FUOYEJET.V6I1.566
Lydia A Adepoju, Z. Osunde, K. J. Falua
A common way of maintaining essential nutrients in fruits and vegetables is through novel food processing techniques such as pretreatment. This study investigated the influence of pretreatment methods on the proximate composition, vitamin C and β-carotene contents of oven dried pawpaw. Fresh, ripe pawpaw fruit were peeled, sliced and pretreated with three pretreatments – ascorbic acid dip (0.45% w/v), honey dip (0.25% v/v) and steam blanching (100 °C). The fruit slices were soaked in ascorbic acid and honey solutions for 4 min while steam blanching was done for 2 min. Untreated pawpaw sample served as the control. The treated and control samples were dried at an average temperature of 65 °C. Results showed that vitamin C of dried pawpaw samples pretreated with honey dip had the highest retention of vitamin C (116.05 mg/100g) compared to ascorbic acid treated (98.90 mg/100g), steam blanched (109.02 mg/100g), and control samples (77.02 mg/100g). In terms of β-carotene, pawpaw sample treated with ascorbic acid solution had the highest value of 12.68 mg/100g. The use of honey and ascorbic acid solutions as treatments prior to drying can improve the retention of nutrients such as vitamin C and β-carotene in dried fruits. Keywords —Pretreatments, proximate properties, vitamin C, β-carotene
保持水果和蔬菜中必需营养素的一种常见方法是通过新的食品加工技术,如预处理。研究了不同预处理方法对烘干木瓜的近似成分、维生素C和β-胡萝卜素含量的影响。新鲜、成熟的木瓜果实去皮、切片,用抗坏血酸浸(0.45% w/v)、蜂蜜浸(0.25% v/v)和蒸汽焯水(100°C)三种预处理方法进行预处理。水果切片在抗坏血酸和蜂蜜溶液中浸泡4分钟,蒸烫2分钟。未处理的木瓜样品作为对照。处理后的样品和对照样品在平均温度65℃下干燥。结果表明,蜂蜜浸泡处理的木瓜干样品的维生素C保留率(116.05 mg/100g)高于抗坏血酸处理(98.90 mg/100g)、蒸煮(109.02 mg/100g)和对照(77.02 mg/100g)。抗坏血酸溶液处理木瓜样品中β-胡萝卜素含量最高,为12.68 mg/100g。在干燥前使用蜂蜜和抗坏血酸溶液可以改善干果中维生素C和β-胡萝卜素等营养物质的保留。关键词:预处理,近似性质,维生素C, β-胡萝卜素
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引用次数: 3
Fitting Rating Curves to Selected Streams in Southeast Nigeria 拟合尼日利亚东南部选定河流的评级曲线
Pub Date : 2021-03-23 DOI: 10.46792/FUOYEJET.V6I1.601
A. O. Ibeje
Lack of funds and political will has made continuous gauging of rivers in Nigeria impossible, thus stalling the development of surface water resources. In order to address this anomaly; this study is focused on developing discharge rating curve, for selected streams in Imo-Anambra river basin of southeast Nigeria, which is capable of predicting discharge from stage. Ten years monthly stage and discharge records, measured with stream gauges, for Rivers Adada in Enugu state, Ajali in Anambra state, Ivo in Ebonyi State, Otamiri in Imo state,  and Imo (Umuopara) in Abia state, were used in estimating the rating curve models using simple linear regression as: ,  and . All the rating curve equations were validated using coefficient of determination which yielded values of 98.54%, 97.38%, 17.31%, 89.98% and 99.43%, but the empirical discharge-stage model of River Ivo was discarded as the model produced poor performance and lacked the features of a rating curve. The rating curve of Imo River predicted the highest discharge for equivalent input values of stage because of its large cross-section at the gauging station. The developed rating curve models are therefore recommended for discharge prediction in these catchment areas with limited streamflow records. Keywords — fitting, rating curve, southeast Nigeria, stream discharge
由于缺乏资金和政治意愿,尼日利亚无法对河流进行持续测量,从而阻碍了地表水资源的开发。为了解决这个异常;本研究主要针对尼日利亚东南部伊莫-阿南布拉河流域选定的河流,建立流量分级曲线,并对其进行分级预测。利用流量计测量的埃努古州的Adada河、阿南布拉州的Ajali河、埃邦伊州的Ivo河、伊莫州的Otamiri河和阿比亚州的Imo (Umuopara)河的10年月度水位和流量记录,使用简单线性回归来估计评级曲线模型:和。利用决定系数对各评价曲线方程进行了验证,其结果分别为98.54%、97.38%、17.31%、89.98%和99.43%,但由于伊沃河的经验流量阶段模型性能较差,缺乏评价曲线的特征,因此放弃了该模型。根据额定值曲线预测的额定值,额定值曲线上的额定值最大,因为额定值曲线上的额定值较大。因此,所开发的评级曲线模型被推荐用于这些集水区的流量预测,这些集水区的流量记录有限。关键词:拟合;额定曲线;尼日利亚东南部
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引用次数: 0
Effect of Pretreating Poultry Wastes with Cocoa Pod Husk Ash and Cassava Peel Ash on Biogas Production 可可豆壳灰和木薯皮灰预处理禽畜粪便对沼气生产的影响
Pub Date : 2021-03-23 DOI: 10.46792/FUOYEJET.V6I1.615
A. Aderinlewo, Obukomena O Akivie, O. J. Adeosun, P. O. Omotainse
The effect of addition of cocoa pod husk ash and cassava peel ash on biogas production from poultry waste was investigated. Three metallic floating drum digesters each of 36.5 L capacity and labeled A, B, and C were used. Digester A contained poultry waste only, B contained poultry waste blended with cocoa pod husk ash and C contained poultry waste blended with cassava peel ash. Biodigestion of the wastes in the three digesters was carried out simultaneously using a retention period of 41 days. The mass of poultry waste used in each of the three digesters was 20700 g. The biogas yield results showed that 13,977 cm3 of gas was produced in digester A, while 19,517 and 21,305 cm3 were produced in B and C respectively. When compare with digester A (control), addition of cocoa pod ash and cassava peel ash had increased biogas production by 39.63 and 52.43% respectively. Keywords — Cocoa pod husk, cassava peel, biogas, floating drum, digester, poultry waste
研究了添加可可豆壳灰和木薯皮灰对禽畜粪便产气的影响。使用三个容量为36.5 L的金属浮鼓消化器,标记为A、B、C。沼气池A只含有家禽废物,B含有混合可可豆荚壳灰的家禽废物,C含有混合木薯皮灰的家禽废物。在3个消化池中同时进行生物消化,保留期为41天。三个沼气池中每个沼气池使用的家禽粪便质量为20700 g。产气结果表明,A沼气池产气13977 cm3, B沼气池产气19517 cm3, C沼气池产气21305 cm3。与对照沼气池A相比,添加可可豆灰和木薯皮灰的沼气池沼气产量分别提高了39.63%和52.43%。关键词:可可荚壳,木薯皮,沼气,浮桶,沼气池,家禽粪便
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引用次数: 0
Assessment of Spatio-temporal levels of pollution parameters due to dumpsite leachate in Lagos, Southwest Nigeria 尼日利亚西南部拉各斯垃圾场渗滤液污染参数时空水平评价
Pub Date : 2021-03-23 DOI: 10.46792/FUOYEJET.V6I1.593
Geoffrey E Nwosu, A. A. Badejo, A. Adekunle, O. J. Adeosun
This study is on the assessment of  spatio-temporal levels of physico-chemical parameters of groundwater in domesticwells located at points around some selected dumpsite due to dumpsite leachate on groundwater pollution. Three dumpsites: Orile (O); Solous 3 (S 3 ) and Solous 1 (S 1 ). Leachate from the respective dumpsites and water from the 10 select wells within 1 km radius of each dumpsites were sampled and analyzed in the laborator. .Spatial distribution maps of the parameters were generated using Geographic Information System and ArchMap 10.5. Laboratory results  revealed that water in domestic wells were deteriorated due to the percolation of  leachate. Spatial analysis revealed that pollution of groundwater was higher within a distance of 345 m from the dumpsites and decreases as the distance increases from the dumpsites. The leachate concentration of  Cl, SO 4 , COD and BOD 5 from O; TDS, and EC  from S 3 ; Cr and Pb  from S 1 dumpsites respectively were above WHO leachate disposal values. The study showed that O impacted more on  groundwater quality  than S 3 and S 1 . It is recommended that water from these wells should not used without treatment. Keywords: Leachate, dumpsite, groundwater, wells, pollution.
本文研究了垃圾场渗滤液对地下水污染的时空影响,评价了垃圾场周边居民井地下水理化参数的时空变化。三个垃圾场:Orile (O);独奏3 (s3)和独奏1 (s1)。利用地理信息系统(gis)和archmap10.5对各垃圾场的渗滤液和各垃圾场周围1公里范围内的10口井的水质进行了采样和分析,并绘制了各参数的空间分布图。化验结果显示,住宅水井的水质因渗滤液渗入而恶化。空间分析表明,在距离垃圾场345 m范围内,地下水污染程度较高,随着距离垃圾场的增加而降低。O的渗滤液Cl、so4、COD、BOD 5浓度;TDS和EC来自s3;s1垃圾场的铬和铅分别高于世卫组织渗滤液处理值。研究表明,0对地下水水质的影响大于s3和s1。建议这些井里的水不应未经处理就使用。关键词:渗滤液;垃圾场;地下水;
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引用次数: 0
Performance of Some Biocoal Briquettes Produced from Mixture of Sawdust and varying Nigeria Coals as Composite Domestic Fuel 木屑与尼日利亚煤混合制备生物煤型块的性能研究
Pub Date : 2021-03-23 DOI: 10.46792/FUOYEJET.V6I1.569
Joshua O Adekunle, B. Olorunfemi, S. Adejuyigbe
Performance evaluation of biocoal briquettes from three different coal mines in Nigeria mixed with sawdust as composite domestic fuel was carried out. Samples of coals collected from Owukpa, Okpara, and Onyeama mines were pulverized and blended with sawdust at various constituent ratios of coal/sawdust of 0.0/100, 10/90, 20/80, 30/70, 40/60, 50/50 and 100/0.0. Cassava starch was used as binding material while calcium hydroxide was used for desulphurization. Tests carried out included proximate analyses, ultimate analyses, and performance analyses. Results showed that fixed carbon in all the coal samples ranges from the highest fixed carbon of 63.81% for Okpara (OK) to the lowest of 62.87% for Owukpa (OP 70/30 ) while sawdust was 21.03%. The Onyeama Coal has 1.25% ash content compares with 5% for Owukpa. Onyeama coal contains the highest volatile matters of 29.61% while Owukpa biocoal briquette (OP 50/50 ) has the highest percentage heat utilization of 88.61 and lowest specific fuel consumption of 0.31kg/kg.  Onyeama coal (ON 90/10 ) has the highest calorific value of 33.25 MJ/kg. The addition of sawdust in the biocoal briquettes resulted in lower volatile matter, low hydrogen, high percentage heat utilized and low specific fuel consumption. Keywords- Biocoal briquette, sawdust, proximate analysis, ultimate analysis, fixed carbon
对尼日利亚3个不同煤矿的生物煤型块与木屑混合作为复合生活燃料进行了性能评价。将采集自Owukpa、Okpara和Onyeama矿区的煤粉碎后与锯末混合,煤/锯末的组成比分别为0.0/100、10/90、20/80、30/70、40/60、50/50和100/0.0。以木薯淀粉为粘结剂,以氢氧化钙为脱硫剂。进行的测试包括近似分析、最终分析和性能分析。结果表明,所有煤样的固定碳含量最高的是Okpara (OK)的63.81%,最低的是Owukpa (OP 70/30)的62.87%,而锯末的固定碳含量为21.03%。Onyeama煤灰分含量为1.25%,而Owukpa煤灰分含量为5%。Onyeama煤挥发分含量最高,为29.61%;Owukpa生物煤型煤(OP 50/50)的热利用率最高,为88.61,比燃料消耗最低,为0.31kg/kg。Onyeama煤(ON 90/10)的发热量最高,为33.25 MJ/kg。在生物煤型煤中添加木屑可降低挥发分,降低氢含量,提高热利用率,降低燃料比耗。关键词:生物煤型煤,木屑,近似分析,最终分析,固定碳
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引用次数: 0
Empirical Assessment of Missing Link in Agricultural Technology Development and Transfer Nexus in Nigeria 尼日利亚农业技术发展与转移联结缺失环节的实证评估
Pub Date : 2021-03-23 DOI: 10.46792/FUOYEJET.V6I1.575
S. Ogunjimi, T. Ojo, Ibikunle E Obabire, O. Alabi
Governments and Non-Governmental Organisation (NGOs) focussed on the funding of research but neglect a very crucial issue of the transfer of technologies.   Unfortunately, most of these technologies invented end up on bookshelves which might be as a result of missing linkage between the researchers, extension organizations and farmers. Therefore, the study focussed on factors associated with the missing link among researchers, extension workers and farmers in technology development and transfer. The study was carried out in the south-western part of Nigeria. The study employed the use of an interview schedule for farmers and questionnaire for extension personnel and researchers. A simple random sampling technique was used to select 398 respondents which include 80 researchers, 85 extension agents and 233 farmers.Data collected were analysed with descriptive statistics and correlation coefficient. The findings revealed that most (61%) of the selected technologies developed by research institutions were not known to the farmers.  About 21% out of 39% of farmers that were aware of the technologies were still using it while 18% had discontinued the usage.  Factors associated with research-extension-farmers missing link include package of recommendations not suitable for farmers (researcher 95.7%, extension agents 84.3% and farmers 95.1%); time lag between the availability of research findings and their application by the farmer (research (64.2%) extension workers (73.2%) and farmers (80%)), wages and salary differential (researchers (65.4%) and extension workers (78.3%)) and inadequate funds (researcher 90.4% and extension workers (95.3%)). The linkage strength could be influenced by the personal and psychological factors of personnel involved in research and dissemination. The gap that exists between the technologies invented and those that have been accepted by farmers has to be bridged by developing stronger links between researchers, extension personnel and the farmers by government agencies. Keywords — Extension workers, farmers, linkage, researchers, research development, technology transfer.
各国政府和非政府组织(ngo)关注的是研究资金,但忽视了技术转让这一非常关键的问题。不幸的是,这些发明的大多数技术最终都被放在了书架上,这可能是研究人员、推广组织和农民之间缺乏联系的结果。因此,本研究将重点放在研究人员、推广工作者和农民在技术开发和转让中缺失环节的相关因素上。这项研究是在尼日利亚西南部进行的。该研究采用了对农民的访谈时间表和对推广人员和研究人员的问卷调查。采用简单随机抽样的方法,选取了398名调查对象,其中包括80名研究人员、85名推广人员和233名农民。对收集的数据进行描述性统计和相关系数分析。研究结果表明,大多数(61%)由研究机构开发的选定技术不为农民所知。在39%了解这些技术的农民中,约21%的人仍在使用,18%的人已经停止使用。与研究-推广-农民缺失环节相关的因素包括:不适合农民的一揽子建议(研究人员95.7%,推广人员84.3%,农民95.1%);研究成果的获得与农民(研究人员(64.2%)、推广人员(73.2%)和农民(80%))应用之间存在时间差、工资和薪金差异(研究人员(65.4%)和推广人员(78.3%))以及资金不足(研究人员(90.4%)和推广人员(95.3%))。参与研究和传播的人员的个人因素和心理因素会影响联系强度。必须通过政府机构在研究人员、推广人员和农民之间建立更牢固的联系来弥合发明的技术和农民已经接受的技术之间存在的差距。关键词:推广工作者,农民,联动,研究人员,研究开发,技术转移。
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引用次数: 0
Experimental and Statistical Study on Black Cotton Soil Modified with Cement–Iron Ore Tailings 水泥-铁矿尾矿改性黑棉土的试验与统计研究
Pub Date : 2021-03-23 DOI: 10.46792/FUOYEJET.V6I1.572
P. Yohanna, I. Kanyi, R. K. Etim, Oshioname A Ebere, K. Osinubi
The investigation focused on the response of black cotton soil (BCS) treated with mixtures of iron ore tailings (IOT) and cement to varying compaction effort (CE). Preliminary tests showed that the un-treated soil is A-7-6 (22) on the basis of AASHTO protocols of classification while the USCS (Unified Soil Classification System) guidelines placed the soil in CH group. Laboratory tests carried out included cation exchange capacity, CEC, Specific gravity (Gs) and compaction test. Three compaction energy levels (i.e., British Standard heavy (BSH), West African Standard (WAS) and British Standard light (BSL)) were adopted for the compaction test. Test results showed that CEC decreased; Gs and MDD increased while OMC also decreased for all cement contents considered when admixed with the different IOT contents up to 10 % IOT by the soil dry weight. MDD values of 1.58, 1.59, 1.62, 1.64, 1.64 and 1.66 Mg/m 3 were noted for 1% cement and 0, 2, 4, 6, 8 and 10% IOT content compacted with BSL energy. Also, OMC values of 21.2, 20.8, 20.5, 20, 20.3 and 20.2% were noted for 1% cement and 0, 2, 4, 6, 8 and 10% IOT content compacted with BSL energy. Same trend was noted for higher cement concentrations and compactive efforts. Regression models for MDD and OMC, considered as dependent variables while C (cement content), CE, IOT, Gs and PF (percentage of fine) as independent variables were developed using software (Mini-tab R15). The result of regression analysis shows that the independent variables considered greatly influence the dependent variables. ANOVA (Analysis of variance) was use to establish the levels of contributions of cement and IOT to the improvements recorded. Therefore, black cotton soil optimally treated with 4% cement 10% IOT blend and compacted with BSH energy is recommended for soil remediation or geotechnical engineering applications. Keywords — Compaction effort, iron ore tailings, black cotton soil (BCS), Analysis of Variance, regression analysis.
研究了铁尾矿与水泥混合处理的黑棉土(BCS)对不同压实力(CE)的响应。初步试验表明,根据AASHTO分类方案,未处理土壤为A-7-6(22),而USCS(统一土壤分类系统)指南将土壤置于CH组。实验室测试包括阳离子交换容量、CEC、比重(Gs)和压实试验。压实试验采用英国标准重型(BSH)、西非标准(WAS)和英国标准轻型(BSL)三个压实能级。试验结果表明,CEC减小;当与不同物联网含量的水泥混合到土壤干重的10%物联网时,所有水泥含量的Gs和MDD都增加了,而OMC也减少了。1%水泥和0、2、4、6、8和10%物联网与BSL能量压实时,MDD值分别为1.58、1.59、1.62、1.64、1.64和1.66 Mg/m 3。此外,1%水泥和0、2、4、6、8和10%物联网与BSL能量压实时的OMC值分别为21.2、20.8、20.5、20、20.3和20.2%。同样的趋势也出现在水泥浓度和压实强度较高的地方。MDD和OMC作为因变量,C(水泥含量)、CE、IOT、Gs和PF(细粒百分比)作为自变量,使用软件(Mini-tab R15)开发回归模型。回归分析结果表明,考虑的自变量对因变量的影响较大。方差分析(ANOVA)用于确定水泥和物联网对所记录的改进的贡献水平。因此,推荐使用4%水泥、10%物联网混合料和BSH能源压实的黑棉土进行土壤修复或岩土工程应用。关键词:压实力,铁矿尾矿,黑棉土,方差分析,回归分析
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引用次数: 6
Adaptive Power Control with Selection Combiner over Nakagami-m Fading Channel Nakagami-m衰落信道中选择组合器的自适应功率控制
Pub Date : 2021-03-23 DOI: 10.46792/FUOYEJET.V6I1.583
R. Abolade, O. Oyedokun, S. I. Ojo, Z. K. Adeyemo, I. A. Ojerinde
Acceptable Quality of Service (QoS) is of paramount importance in wireless communication system. However, QoS is affected by multipath propagation resulting in unreliable reception. Selection Combiner (SC) which is one of the techniques previously used to solve this problem is associated with poor performance due to fixed power level used in the technique. Hence, in this paper, an Adaptive Power Control (APC) technique using SC with a closed form expression over Nakagami-m Fading Channel is proposed. APC technique is developed using fixed power SC and Link Adaptation Algorithm (LAA). Ten thousand (10,000) bits are randomly generated and modulated using Quadrature Amplitude Modulation (QAM) scheme. The modulated signal is passed through the Square Root Raised Cosine (SRRC) filter for suitable transmission over the Nakagami-m fading channel. The faded signals at varying paths ‘L’ (2, 3, 4) are selected by Conventional Selection Combining (CSC) to instruct the transmitter for adjustment of power level based on the value of the received signal through LAA. Mathematical expression for the received signal using Probability Density Function (PDF) of Nakagami-m Fading Channel at varying paths is derived. The APC technique is simulated using MATLAB software and evaluated using Signal to Noise Ratio (SNR), Outage Probability (OP) and Bit Error Rate (BER) to determine the performance of the proposed technique. OP values of 0.0969 and 0.1069 are obtained for APC and CSC, respectively, at SNR of 6 dB with L of 4, while BER values of 0.0052 and 0.2599 are obtained for APC and CSC, respectively. The percentage reduction in OP and BER are 29.79% and 54.43%, respectively. The results obtained show that APC gives lower OP and BER values with increase in SNR when compared with fixed power SC due to self-adjustment of the allocated power. Therefore, the APC technique proposed can be used to enhance the performance of wireless communication systems. Keywords — Adaptive Power Control (APC), Selection Combiner (SC), Link Adaptation Algorithm (LAA), Bit Error Rate (BER), Outage Probability (OP), Probability Density Function (PDF) and Diversity Combiner (DC).
可接受服务质量(QoS)在无线通信系统中具有至关重要的意义。但是,QoS受到多径传播的影响,导致接收不可靠。以往用于解决这一问题的选择组合(SC)技术由于使用固定的功率水平而导致性能不佳。因此,本文提出了一种在Nakagami-m衰落信道上使用封闭形式表达式的SC自适应功率控制(APC)技术。APC技术采用固定功率SC和链路自适应算法(LAA)。随机生成一万比特,并使用正交调幅(QAM)方案进行调制。调制信号通过平方根提升余弦(SRRC)滤波器,在Nakagami-m衰落信道上进行合适的传输。通过常规选择组合(CSC)选择不同路径“L”(2,3,4)上的褪色信号,指示发射机根据LAA接收到的信号值调整功率电平。推导了在不同路径下,利用中川衰落信道的概率密度函数(PDF)接收信号的数学表达式。使用MATLAB软件对APC技术进行了仿真,并使用信噪比(SNR)、中断概率(OP)和误码率(BER)对APC技术进行了评估,以确定所提出技术的性能。在信噪比为6 dB、L = 4时,APC和CSC的OP值分别为0.0969和0.1069,而APC和CSC的BER值分别为0.0052和0.2599。OP和BER分别降低29.79%和54.43%。结果表明,由于分配功率的自调节,APC与固定功率SC相比,在信噪比增加的同时具有较低的OP和BER值。因此,提出的APC技术可用于提高无线通信系统的性能。关键词:自适应功率控制(APC)、选择组合器(SC)、链路自适应算法(LAA)、误码率(BER)、中断概率(OP)、概率密度函数(PDF)和分集组合器(DC)。
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