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A grey relational analytical approach to safety performance assessment in an aviation industry of a developing country 发展中国家航空业安全绩效评估的灰色关联分析方法
Q3 Engineering Pub Date : 2017-02-07 DOI: 10.14456/EASR..
I. Onyegiri, S. Oke
Safety in aviation impacts the overall success of the sector. It depends on the effectiveness and efficiency of safety management systems (SMSs), which contain diverse and complex elements. Thus, a quantitative methodology for aviation SMS in developing countries, capable of prioritising resources with incomplete information, is needed. Grey relational analysis (GRA) is the most appropriate tool for this situation. This study assessed an existing SMS and determined its critical elements in a developing country’s aviation industry. Questionnaires were framed from the SMS manual of the International Civil Aviation Organization and from previous literature. The robustness and the efficiency of the approach were tested with data obtained from airline operators in Nigeria. Assessment of SMSs was done among airline service providers ascertaining the important levels of SMS elements. GRA was then applied to this data to identify the most influential elements of an SMS. Several companies were examined. Company A needs for a focus on sharing safety information and sensitization techniques to enable SMSs to better permeate through all levels, making employees aware of their SMS roles and duties to pursue a better safety culture. Company B needs to focus on more in-depth safety information dissemination platforms and methods. Non-punitive reporting should be done and safety promotion, culture, training and education should be prioritised. Company A has a better safety record than B. Overall, from the grey model, 12 critical elements were found out of 22 revised SMS elements that affect SMS. The major critical component was the safety structure and regulation. This is needed to build long lasting and effective SMSs. The novelty of this work is its unique application of GRA for a developing country’s airline safety.
航空安全影响着航空业的整体成功。它取决于安全管理系统的有效性和效率,安全管理系统包含多种复杂的元素。因此,需要一种能够在信息不完整的情况下优先考虑资源的发展中国家航空SMS定量方法。灰色关联分析(GRA)是最适合这种情况的工具。这项研究评估了现有的SMS,并确定了其在发展中国家航空业中的关键要素。问卷来自国际民用航空组织SMS手册和以前的文献。该方法的稳健性和效率通过从尼日利亚航空运营商获得的数据进行了测试。航空服务提供商对短信进行了评估,确定了短信要素的重要水平。然后将GRA应用于这些数据,以确定SMS中最具影响力的元素。A公司需要专注于共享安全信息和宣传技术,使短信更好地渗透到各个层面,让员工意识到他们的短信角色和职责,以追求更好的安全文化。B公司需要专注于更深入的安全信息传播平台和方法。应进行非惩罚性报告,并优先考虑安全宣传、文化、培训和教育。A公司的安全记录比B公司好。总体而言,从灰色模型中,在22个影响SMS的修订SMS要素中发现了12个关键要素。主要关键要素是安全结构和法规。这是建立长期有效短信所必需的。这项工作的新颖之处在于它将GRA独特地应用于发展中国家的航空安全。
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引用次数: 9
Enhancing identified Circular Economic benefits related to the deployment of the Solrød biogas plant 提高与Solrød沼气厂部署相关的循环经济效益
Q3 Engineering Pub Date : 2016-08-04 DOI: 10.14456/EASR.2017.14
R. Lybæk, Tyge Kjær
This paper investigates how experiences from the deployment of the Solrod biogas plant in Denmark - a large scale centralized biogas plant - can assist future biogas technologies in achieving circular economic benefits. Departing from a theoretical understanding of a circular economy provided by the Ellen MacArthur Foundation, the paper analyzes three areas: 1) biogas production, 2) nitrogen, phosphorous & green house gas (GHG) emissions, and 3) re-cycle/cascade materials. It consequently elaborates on the environmental benefits obtained, in terms of CO 2 emission from biogas production substituted for fossil fuels, improved water quality and hence reduced GHG emissions due to lower nitrogen effluents, and re-cycling of nutrients on farmland thereby recovering finite resources and improving crop yield. Economic spin-off effects are presented, including new jobs created in the local community. Learning from Solrod Biogas, this paper further proposes to include the following activities when planning for future biogas plants: waste-stream identification and coupling in the local community, measuring the value of digestate as a fertilizer, short distance to farmers delivering manure, and plant design adapted to the local energy market. Finally, the paper suggests how to qualify the circular economic concept based on the findings from the Solrod biogas plant. It is here concluded, that emphasis should be on cascading energy from biogas production by means of combined heat and power (CHP), district heating or process heat to industry. Besides this, cascades in the manufacturing chain must also be intensified, allowing a more efficient materials and energy utilization and re-cycling in this part of the production chain. This will consequently reduce the total quantity of waste being generated by manufacturing industries, and thus benefit re-cycling strategies that only capture and seek to re-use a limited fraction of the waste being generated from industry.
本文调查了丹麦大型集中式沼气厂Solrod沼气厂的部署经验如何能够帮助未来的沼气技术实现循环经济效益。从艾伦·麦克阿瑟基金会对循环经济的理论理解出发,本文分析了三个方面:1)沼气生产;2)氮、磷和温室气体(GHG)排放;3)再循环/级联材料。因此,它详细阐述了所获得的环境效益,从沼气生产取代化石燃料的CO 2排放,改善水质,从而减少温室气体排放,由于氮排放减少,农田营养物质的再循环,从而恢复有限的资源和提高作物产量。经济附带效应,包括在当地社区创造新的就业机会。借鉴Solrod Biogas的经验,本文进一步提出在规划未来的沼气厂时应包括以下活动:在当地社区进行废物流识别和耦合,测量消化物作为肥料的价值,与农民运送粪便的距离较近,以及适应当地能源市场的工厂设计。最后,本文结合Solrod沼气厂的研究结果,提出了如何界定循环经济概念的建议。结论是,重点应放在通过热电联产(CHP),区域供热或工业过程热的方式从沼气生产中产生的级联能源上。除此之外,还必须加强制造链中的级联,使这部分生产链中的材料和能源得到更有效的利用和再循环。因此,这将减少制造业产生的废物总量,从而有利于只收集和寻求重新利用工业产生的有限部分废物的再循环战略。
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引用次数: 9
Enhancing indoor positioning based on filter partitioning cascade machine learning models 基于过滤划分级联机器学习模型增强室内定位
Q3 Engineering Pub Date : 2016-07-25 DOI: 10.14456/KKUENJ.2016.21
Shutchon Premchaisawatt, N. Ruangchaijatupon
This paper proposes a method, called the filter partitioning machine learning classification (FPMLC). It can enhance the accuracy of indoor positioning based on fingerprinting using machine learning algorithms and prominent access points (APs). FPMLC selects limited information from groups of signal strengths and combines a clustering task and a classification task. There are three processes in FPMLC, i.e., feature selection to choose prominent APs, clustering to determine approximated positions, and classification to determine fine positions. This work demonstrates the procedure for FPMLC creation. The results of FPMLC are compared with those of a primitive method using measured data. FPMLC is compared with well-known machine learning classifiers, i.e., Decision Tree, Naive Bayes, and Artificial Neural Networks. The performance comparison is done in terms of accuracy and error distance between classified positions and actual positions. The appropriate number of selected prominent APs and the number of clusters are assigned in the clustering process.  The result of this study shows that FPMLC can increase performance for indoor positioning of all classifiers. Additionally, FPMLC is the most optimized model using a Decision Tree as its classifier.
本文提出了一种滤波器划分机器学习分类(FPMLC)方法。它可以使用机器学习算法和突出接入点(ap)来提高基于指纹的室内定位的准确性。FPMLC从信号强度组中选择有限的信息,并将聚类任务和分类任务相结合。FPMLC中有三个过程,即特征选择(feature selection)选择突出ap,聚类(clustering)确定近似位置,分类(classification)确定精细位置。这项工作演示了FPMLC创建的过程。利用实测数据,将FPMLC方法与原始方法的结果进行了比较。FPMLC与著名的机器学习分类器,即决策树、朴素贝叶斯和人工神经网络进行了比较。通过分类位置与实际位置的精度和误差距离进行性能比较。在聚类过程中,选择适当数量的突出ap和分配适当数量的集群。研究结果表明,FPMLC可以提高所有分类器的室内定位性能。此外,FPMLC是使用决策树作为分类器的最优化模型。
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引用次数: 1
Filtration efficiency and filter resistance of nylon-6 and nylon-6/chitosan nanofibrous membranes 尼龙-6和尼龙-6/壳聚糖纳米纤维膜的过滤效率和过滤阻力
Q3 Engineering Pub Date : 2016-01-28 DOI: 10.14456/KKUENJ.2016.5
P. Danwanichakul, Duangkamol Danwanichakul, Adisara Yooyanyong, Kantika Sae-Ieo
The Delaunay triangulation is well-known in the field of computational geometry, holography, networking and fingerprint matching. In our case, a matching image from the image database is proposed by using the Delaunay triangulation, which has the ability to perform multidimensional in matching. To prevent problems on the complexity of the dimensions, we proposed a method for the Delaunay triangulation matching with several medium dimensions from all feature vectors. Then, apply to match all the image’s databases. In this paper, we use the color histogram as a representation of multidimensional feature vectors to test the matching in several environments and illustrate the main issues. The results in matching accuracy are satisfactory.
Delaunay三角剖分法在计算几何、全息、网络和指纹匹配等领域享有盛名。在我们的案例中,使用Delaunay三角剖分方法从图像数据库中提出匹配图像,该方法具有多维度匹配的能力。为了避免维数复杂度问题,提出了一种从所有特征向量中选取多个中维进行Delaunay三角剖分匹配的方法。然后,应用来匹配所有图像的数据库。在本文中,我们使用颜色直方图作为多维特征向量的表示来测试几种环境下的匹配并说明主要问题。在匹配精度方面取得了令人满意的结果。
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引用次数: 2
Influence of fly ash fineness on water requirement and shrinkage of blended cement mortars 粉煤灰细度对掺合水泥砂浆需水量及收缩率的影响
Q3 Engineering Pub Date : 2015-12-01 DOI: 10.14456/KKUENJ.2015.37
V. Vimonsatit, P. Chindaprasirt, Seksun Ruangsiriyakul, Vanchai Sata
In this paper, the influence of fly ash fineness on water requirement and shrinkage of blended cement mortar was studied. The results indicate that the water requirement and shrinkage characteristic of the blended cement mortar are dependent on fly ash fineness and replacement level. The use of coarse fly ash slightly reduces the water requirement but greatly reduced the drying and the autogenous shrinkage of the blended cement mortars and the reduction is more with an increase in the fly ash replacement level. The finer fly ashes further reduce the water requirement, but increase the drying and the autogenous shrinkages as compared with coarser fly ash. The incorporation of superplasticizer drastically reduces the water requirement, but the effect on the drying and autogenous shrinkages of the normal Portland cement mortar is small. However, for the fly ash mortar, the use of superplasticizer results in a decrease in drying shrinkage and in a substantial increase in the autogenous shrinkage particularly for the fine fly ash at a high replacement level.
研究了粉煤灰细度对掺合水泥砂浆需水量和收缩率的影响。结果表明,掺合水泥砂浆的需水量和收缩特性与粉煤灰细度和置换水平有关。粗粒粉煤灰的使用使水泥砂浆的需水量略有降低,但大大降低了水泥砂浆的干燥性和自收缩率,且随着粉煤灰掺量的增加,降低幅度更大。与粗粉煤灰相比,细粉煤灰进一步降低了需水量,但增加了干燥性和自收缩性。高效减水剂的掺入大大降低了水泥砂浆的需水量,但对普通硅酸盐水泥砂浆的干燥和自收缩影响较小。然而,对于粉煤灰砂浆,使用高效减水剂会导致干燥收缩率的降低和自收缩率的大幅增加,特别是对于高置换水平的细粉煤灰。
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引用次数: 9
Analysis of a back flashover across insulator strings on a 115 kV transmission line tower by PSCAD 用PSCAD分析115 kV输电线路塔架绝缘子串反闪络
Q3 Engineering Pub Date : 2015-09-01 DOI: 10.14456/KKUENJ.2015.24
Worakit Anekthanasuwan, Pongsit Jumrain, Tanoot Junpradit, N. Petcharaks
Lightning striking on a transmission tower induces high ground potential rise and high voltage at tower arms in which potential is normally at ground level, and subsequently causes overvoltage across an insulator string. If this overvoltage is higher than the withstanding voltage of the insulator string according to the v-t (voltage-time) curve, back flashover phenomena will occur and this event may cause outage. The main objective of this paper is to study the factors influencing the back flashover phenomena. The computer program PSCAD/EMTDC (Power System Computer Aided Design/Electromagnetic Transients including DC) is used to simulate lightning striking on a transmission tower 115kV. Lightning current, transmission towers, ground resistance, insulator strings and back flashover phenomena are modeled. Main simulations are lightning striking on different towers, different soil resistivity, different lightning current magnitudes and wave shapes, different locations, and different phase angles of source voltage. Simulation results show that the higher tower encounters higher induced voltage. A back flashover occurs at the top tower arm easier than at the middle and lower arms. The higher soil resistivity induces higher voltage. The larger lightning current magnitude impacts on higher induced voltage. The longer rise time of lightning current generates lower induced voltage. Lightning strikes directly on tower generate higher voltage than that of striking on overhead ground wires.
雷击在输电塔上引起地面电位升高和杆塔臂上的高压,而杆塔臂上的电位通常处于地面水平,随后导致绝缘子串上的过电压。如果该过电压高于v-t(电压-时间)曲线上绝缘子串的承受电压,则会产生反闪络现象,可能造成停电。本文的主要目的是研究影响反闪络现象的因素。计算机程序PSCAD/EMTDC(电力系统计算机辅助设计/包括直流在内的电磁瞬变)用于模拟115kV输电塔的雷击。对雷电电流、输电塔、接地电阻、绝缘子串和反闪络现象进行了建模。主要模拟了不同的雷击塔、不同的土壤电阻率、不同的雷击电流大小和波形、不同的位置、不同的源电压相角。仿真结果表明,塔越高,感应电压越高。塔顶臂较中下臂容易发生反闪络。土壤电阻率越高,电压越高。雷电电流大小越大,感应电压越高。雷击电流上升时间越长,感应电压越低。雷击在塔上产生的电压要高于雷击在架空地线上产生的电压。
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引用次数: 3
Model predictive control in light naphtha distillation column of gasoline hydrogenation process 汽油加氢过程轻石脑油精馏塔模型预测控制
Q3 Engineering Pub Date : 2015-03-01 DOI: 10.14456/KKUENJ.2015.1
Kornkrit Chiewchanchairat, P. Bumroongsri, S. Kheawhom
The main scope of this research is for designing and implementing of model predictive control (MPC) on the light naphtha distillation column of gasoline hydrogenation process. This model is designed by using robust multivariable predictive control technology (RMPCT). The performance of MPC controller is better than PID controllers 32.1 % those are comparing by using as the same of objective function and also in the MPC controller can be used for steam optimization that is shown in this research, stream consumption is reduced 6.6 Kg/ m3 of fresh feed.
本研究的主要内容是对汽油加氢过程中轻石脑油精馏塔的模型预测控制进行设计与实现。该模型采用鲁棒多变量预测控制技术(RMPCT)设计。MPC控制器的性能优于PID控制器的32.1%,与目标函数相同,并且MPC控制器可以用于蒸汽优化,在本研究中显示,流消耗减少6.6 Kg/ m3的新鲜饲料。
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引用次数: 1
Methanol recovery from transesterification reaction by solar thermal energy 利用太阳热能回收酯交换反应中的甲醇
Q3 Engineering Pub Date : 2013-05-15 DOI: 10.5481/KKUENJ.2013.40.1.10
torntepJaruwat Jareanjit, Jeerasak Peanjaroen
The experimental research was to test the potential of methanol recovery from transesterification reaction by solar distillation process. The flat-plate solar collectors were used as a heat resource to directly increase the temperature of 12 litre biodiesel with a flowing rate at 2.4 litre per minute in the system. The experiment was undertaken in 2 cases. Case 1 , the system in which methanol was distilled from purified diesel and 5% and 10% of methanol added in order to simulate variable condition of methanol quantity, and Case 2, the system in which about 1.3% and 5% of remaining methanol distilled from crude biodiesel after use in the production process reaction was used to test in an actual working condition. The experiments were carried out on the periods of fine weather (solar radiation > 17 MJ/m2day) between 9:00 pm. - 03:00 pm. The result indicated that the temperature of biodiesel in a distillation tank was 80-100 Co varying with solar radiation values. The product of methanol distilled from biodiesel in the both cases yielded the same tendency. In Case 1, extraction efficiency of the system was 85% and 98% with the distillation efficiency of 87% and 98% respectively. In Case 2, extraction efficiency of the system was 84% and 97% with the distillation efficiency of 95% and 98% respectively. The distillation efficiency depended on a quantity of methanol distilled which was varied with temperature and initial amount of methanol whereas quantity of moisture could decrease the extraction efficiency. As clearly seen from the result of the research, it was an appropriate way to promote the use of biodiesel as efficient alternative fuel for thermal energy and as another kind of renewable energy source in a production process.
本实验旨在测试太阳蒸馏法回收酯交换反应甲醇的潜力。利用平板太阳能集热器作为热源,直接提高系统中流动速率为2.4升/分钟的12升生物柴油的温度。实验分2例进行。案例1,用纯化柴油蒸馏甲醇,分别加入5%和10%的甲醇,模拟甲醇量的可变条件;案例2,用粗生物柴油蒸馏后剩余约1.3%和5%的甲醇用于生产工艺反应,在实际工况下进行测试。试验时间为晚上9点至晚上9点之间的晴好时段(太阳辐射> - 17mj /m2day)。-下午三点。结果表明,生物柴油在蒸馏罐内的温度为80 ~ 100℃,随太阳辐射值的变化而变化。在这两种情况下,从生物柴油中蒸馏出来的甲醇产生了相同的趋势。在案例1中,系统的萃取效率为85%和98%,精馏效率为87%和98%。在案例2中,系统的萃取效率为84%和97%,精馏效率分别为95%和98%。萃取效率与甲醇蒸馏量有关,甲醇蒸馏量随温度和甲醇初始量的变化而变化,而水分的增加会降低萃取效率。从研究结果中可以清楚地看到,在生产过程中推广使用生物柴油作为高效的热能替代燃料和另一种可再生能源是一种合适的方式。
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引用次数: 0
Study of electrical discharge machining parameters for mould steel AISI P20 AISI P20模具钢电火花加工参数的研究
Q3 Engineering Pub Date : 2013-05-15 DOI: 10.5481/KKUENJ.2013.40.1.11
Kamonpong Jamkamon, P. Janmanee
This research paper aims to study the effect of parameters in Electrical Discharge Machining (EDM) process of mould steel AISI P20 when adjusted the parameter’s on-time, off-time, polarity electrode, and discharge current. The effects on the processing will be measured by investigating the Material Removal Rate (MRR), the Electrode Wear Ratio (EWR) and the surface quality from arithmetical mean roughness (Ra). The material used in the experiment is copper electrode on EDM of AISI P20 steel products. From the experiment it is found that the on-time and discharge current are affected to material removal rate, electrode wear ratio and the arithmetical mean roughness. When off-time decrease, material removal rate will be stimulated to increase but the off-time has only little effect to EWR and Ra.With regard to the polarity electrode, it is found that positive polarity electrodehas higher MRR and lower EWR than the negative polarity electrode, while the negative polarity electrode has better effect on surface quality than the positive when measured by Ra but there will be micro-cracking on the surface. The experiment shows that the best processing capability is at 100 μs on-time, 2 μs off-time, 14 A discharge current and positive polarity electrode, in which the MRR in experiment was 15.63 mm3/min and the EWR is 0.52 percent.
本研究的目的是研究参数的接通时间、关闭时间、极性电极和放电电流的调整对模具钢AISI P20电火花加工(EDM)过程的影响。对加工的影响将通过研究材料去除率(MRR)、电极磨损比(EWR)和算术平均粗糙度(Ra)的表面质量来衡量。实验材料为aisip20钢产品电火花加工上的铜电极。实验发现,导通时间和放电电流对材料去除率、电极磨损率和算术平均粗糙度均有影响。当停机时间减少时,会刺激材料去除率增加,但停机时间对EWR和Ra的影响不大。在极性电极方面,发现正极性电极的MRR高于负极性电极,EWR低于负极性电极,而用Ra测量时,负极性电极对表面质量的影响优于正极性电极,但表面会出现微裂纹。实验结果表明,在导通时间为100 μs、关断时间为2 μs、放电电流为14 A、电极为正极性条件下,处理性能最佳,实验的MRR为15.63 mm3/min, EWR为0.52%。
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引用次数: 2
The effect of temperature distribution inside the fluid level adapter on the temperature calibration 液位适配器内部温度分布对温度校准的影响
Q3 Engineering Pub Date : 2013-05-15 DOI: 10.5481/KKUENJ.2013.40.1.9
Montita Somjan, S. Taechajedcadarungsri
The purpose of this work was to study the temperature distribution inside the fluid level adapter. This is the effect during thermometer calibration. The fluid level adapter is an accessory to lift the level of fluid inside the bath, for reducing the immersion errors. In this case, the maximum level that could be lift was about 5 cm from fluid reference level in the bath with the maximum flow rate 299 cm3/s. From the calibration results, it was found that the estimate uniformity and stability of measurement in the measuring zone are suitable to perform for thermometer which not over ±0.05oC accuracy require and some types of LIG thermometer calibration such as ASTM standard LIG thermometer model of 63C, 64C, 64C and 65C types, wherewith the range from -8oC to 105oC thermometer.
本工作的目的是研究液位适配器内部的温度分布。这是温度计校准时的效果。液位适配器是一种配件,用于提升槽内流体的液位,以减少浸入误差。在这种情况下,在最大流速299 cm3/s的情况下,可以提升的最大水位线距离槽内流体参考水位线约5厘米。校准结果表明,测量区的测量均匀性和稳定性可适用于精度要求不超过±0.05℃的温度计和某些类型的LIG温度计的校准,如ASTM标准LIG温度计型号为63C、64C、64C和65C,范围为-8℃至105℃的温度计。
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引用次数: 0
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Engineering and Applied Science Research
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