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Determination of Critical Delivery Head for Hydraulic Ram Pump 液压柱塞泵临界输送扬程的确定
IF 0.3 Q4 MULTIDISCIPLINARY SCIENCES Pub Date : 2022-12-22 DOI: 10.61310/mndjsteect.1113.22
Philip Jun S. Celerinos, Kristine D. Sanchez-Companion
In response to the continuous price increase of electricity and diesel fuel, a hydraulic ram pump serves as an alternative water pump that can be useful for farmers and lowincome earning citizens living in mountainous areas. However, this pump was observed to have a critical delivery head to work uninterruptedly. This study conducted a field experiment of 10 design cases for drive pipe to determine the critical delivery head of the newly developed hydraulic ram pump using different pipe fittings and a 20-L disposable polycarbonate bottle as a pressure chamber. Results showed that the newly developed hydraulic ram pump reached its highest discharge efficiency of 12.83% and energy efficiency of 84.61% at 9.83 and 10.90 m critical delivery heads, respectively. Results also revealed that the critical delivery head was 86.27% linearly correlated with discharge efficiency and 46.78% linearly correlated with energy efficiency (p < 0.05). Thus, the determination of the critical delivery head provided a baseline reference in ram pump studies that only gave ranges of ratios for the drive head to the delivery head. Furthermore, the newly developed hydraulic ram pump can produce water up to 700 L a day which can be beneficial for households and smallscale agricultural farming.
为了应对电力和柴油价格的持续上涨,液压柱塞泵可以作为替代水泵,对农民和生活在山区的低收入市民很有用。然而,该泵被观察到有一个临界输送头可以不间断地工作。本研究采用不同管件,20l一次性聚碳酸酯瓶作为压力室,对新开发的液压柱塞泵进行了10个驱动管道设计案例的现场试验,确定了其临界输送扬程。结果表明,在9.83 m和10.90 m临界扬程时,新型柱塞泵的最大流量效率为12.83%,能量效率为84.61%。临界输送水头与排放效率的线性相关性为86.27%,与能源效率的线性相关性为46.78% (p < 0.05)。因此,关键输出水头的确定为柱塞泵的研究提供了基准参考,而柱塞泵的研究只给出了驱动水头与输出水头的比值范围。此外,新开发的液压柱塞泵每天可生产高达700升的水,这对家庭和小规模农业生产有益。
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引用次数: 1
Improving the Yearly Profit of Wind Farm with Artificial Intelligence Technique 利用人工智能技术提高风电场年收益
IF 0.3 Q4 MULTIDISCIPLINARY SCIENCES Pub Date : 2022-12-22 DOI: 10.61310/mndjsteect.1169.22
P. Bhattacharjee, Rabin K. Jana, Somenath Bhattacharya
Owing to the escalating environmental and social problems linked to climate change and the hastily depleting stock of hydrocarbon-based fuels, renewable power generation modes have attained massive prominence. Wind power is an important renewable energy generation technology that contributed to 5% of the planet’s power generation in 2020. However, for sustaining the Paris Agreement targets, the global wind power generation sector necessitates evolving at a fleeter pace. To expand the green switch of the worldwide power generation businesses, wind farms are expected to remain financially more advantageous than fossil fuel-based power plants. The present work focused on elevating the annual profit of wind farms by employing an amended genetic algorithm (GA). A fresh approach to dynamically apportioning the crossover and mutation prospects for a GA-enabled profit growth algorithm was suggested to amplify the capability of the GA. Three dissimilar terrain conditions with diverse obstruction configurations and a randomly generated non-uniform wind flow pattern were used for assessing the competence of the proposed algorithm for profit maximization. The results showed that the annual yields for Terrain Layouts 1, 2 and 3 obtained by the amended GA were higher by 10.34, 5.09 and 0.51%, respectively, than the typical one, which substantiated the superior proficiency of the former.
由于与气候变化相关的环境和社会问题不断升级,以及碳氢化合物燃料库存的迅速枯竭,可再生能源发电模式得到了极大的重视。风力发电是一种重要的可再生能源发电技术,到2020年,风力发电占全球发电量的5%。然而,为了实现《巴黎协定》的目标,全球风力发电行业必须以更快的速度发展。为了扩大全球发电事业的绿色开关,预计风力发电厂将保持比化石燃料发电厂更有利的经济优势。目前的工作重点是利用改进的遗传算法(GA)来提高风电场的年利润。为了增强遗传算法的能力,提出了一种动态分配遗传算法交叉和突变前景的新方法。利用三种不同地形条件下不同障碍物配置和随机产生的非均匀风流模式来评估该算法的利润最大化能力。结果表明,改进遗传算法得到的地形布局1、2和3的年产量分别比典型遗传算法高10.34%、5.09和0.51%,表明改进遗传算法的熟练度更高。
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引用次数: 0
Damaged Area Mapping and Ground Displacement Estimation using Sentinel-1 Synthetic Aperture Radar (SAR) Interferometry: January 12, 2020, Taal Volcano Eruption Case Study, Philippines 使用Sentinel-1合成孔径雷达(SAR)干涉测量的受损区域测绘和地面位移估计:2020年1月12日,菲律宾塔尔火山爆发案例研究
IF 0.3 Q4 MULTIDISCIPLINARY SCIENCES Pub Date : 2022-12-22 DOI: 10.61310/mndjsteect.1149.22
R. Ramirez, Rajiv Eldon E. Abdullah
The availability of damage assessment maps and ground displacement information is essential in the Philippines, which experiences various types of climate-induced and naturally-driven geohazards. The emergence of freely accessible space-borne synthetic aperture radar (SAR) data has led to interferometric SAR (InSAR) applications in the Philippines. However, most InSAR studies only focused on ground displacement detection, monitoring, and modeling and not on damages resulting from geohazards. This work used pre- and co-eruption Sentinel-1 interferometric pair datasets and the SeNtinel-1 Application Platform tool to create a pixel-based damage proxy map (DPM) for the 2020 Taal Volcano eruption in the Philippines, employing a coherence difference analysis. The pre-eruption coherence difference data stack mean and standard deviation were exploited to achieve a coherence difference threshold that reasonably created the DPM that delineated damaged areas, which included buildings and roads. The DPM was qualitatively evaluated through comparison with the field investigation and reports obtained from the Philippine Institute of Volcanology and Seismology (PHIVOLCS) and showed significant agreement with 89% overall accuracy. The decomposition of the line-of-sight displacement field map revealed the dynamic geological activities due to the phreatomagmatic eruption. The vertical displacements from InSAR and in-situ measurements obtained from field inspection and PHIVOLCS reports showed excellent agreement with root-mean-squared less than 2 cm and coefficient of determination (R2) close to unity. Overall, the application of InSAR to Sentinel-1 SAR images successfully mapped damaged areas and estimated ground displacements associated with the Taal Volcano phreatomagmatic eruption on January 12, 2020.
在菲律宾,灾害评估地图和地面位移信息的可用性是至关重要的,菲律宾经历了各种类型的气候诱发和自然驱动的地质灾害。自由获取的星载合成孔径雷达(SAR)数据的出现导致了干涉SAR (InSAR)在菲律宾的应用。然而,大多数InSAR研究只关注地面位移检测、监测和建模,而不是地质灾害造成的损害。本研究利用Sentinel-1火山喷发前后的干涉测量对数据集和Sentinel-1应用平台工具,采用相干差异分析方法,为2020年菲律宾塔尔火山喷发创建了基于像素的损害代理地图(DPM)。利用火山爆发前相干差数据堆栈均值和标准差,获得相干差阈值,合理地创建了包括建筑物和道路在内的受损区域的DPM。通过与菲律宾火山学和地震学研究所(PHIVOLCS)的实地调查和报告进行比较,对DPM进行了定性评估,并显示出89%的总体准确性。通过对视距位移场图的分解,揭示了火山喷发引起的动态地质活动。来自InSAR的垂直位移和来自现场检查和PHIVOLCS报告的原位测量结果显示,均方根值小于2 cm,决定系数(R2)接近1,结果非常吻合。总体而言,将InSAR应用于Sentinel-1 SAR图像成功地绘制了与2020年1月12日塔尔火山喷发相关的受损区域并估计了地面位移。
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引用次数: 0
Bayesian Belief Network Modeling of Accident Occurrence in Metal Lathe Machining Operations 金属车床加工过程中事故发生的贝叶斯信念网络建模
IF 0.3 Q4 MULTIDISCIPLINARY SCIENCES Pub Date : 2022-12-22 DOI: 10.61310/mndjsteect.1042.22
O. O. Akinyemi, H. Adeyemi, O. Olatunde, O. Folorunsho, Muhammed B. Musa
Accidents occurrence in metal lathe machining operations in industrial workshops often cost organizations billions of dollars while injured workers and families are faced with financial and emotional burdens. Studies revealed that the fly-out accident is the most probable accident that occurs during metal lathe machining operations. The uncertainty surrounding its occurrence is rarely reported. This study, therefore, modeled the uncertainty surrounding the occurrence of a fly-out accident during metal lathe machining operations and its corresponding consequences using the Bayesian belief network (BBN). Fly-out accident causal factors were identified representing the parent nodes with two states each. Two child-node scenarios were modeled on Bayesian belief influence diagrams, namely the fly-out accident with two states (yes and no) and the consequences of the fly-out accident with three states (fatal, serious and minor). Seven causal factors of the fly-out accident were identified (chuck-related fault, tool-post failure, workpiece holding fault, coolant fault, wrong operating speed, safety-related guards fault and wrong feed rate). Bayesian causal inference of fly-out accident was 0.708 and the fatal fly-out accident was 0.263. Bayesian diagnostic inference showed that chuck association fault and improper feed rate were significant causal factors influencing the occurrence of a fly-out accident, fatal fly-out accident and serious fly-out accident, while the occurrence of a minor fly-out accident was affected by coolant fault during machining operations. The study identified areas of safety concerns that may be used for the development of Machine Workshop Safety Management Systems toward sustainable, safe, and effective machine workshop operations.
在工业车间发生的金属车床加工事故通常会给企业造成数十亿美元的损失,而受伤的工人和家庭则面临着经济和情感上的负担。研究表明,飞出事故是金属车床加工过程中最容易发生的事故。围绕其发生的不确定性很少被报道。因此,本研究利用贝叶斯信念网络(BBN)对金属车床加工过程中发生飞出事故的不确定性及其相应后果进行了建模。确定了飞出事故的原因因素,表示每个节点有两个状态的父节点。在贝叶斯信念影响图上建模了两个子节点场景,即两种状态(是和否)的飞出事故和三种状态(致命、严重和轻微)的飞出事故的后果。确定了导致飞出事故的7个原因(卡盘故障、刀架故障、工件夹持故障、冷却液故障、运行速度错误、安全防护故障和进给速度错误)。飞出事故的贝叶斯因果推理为0.708,致命飞出事故的贝叶斯因果推理为0.263。贝叶斯诊断推断表明,卡盘关联故障和进给速度不当是导致飞出事故、致命飞出事故和严重飞出事故发生的重要原因,而冷却液故障则是导致轻微飞出事故发生的主要原因。该研究确定了可用于开发机械车间安全管理系统的安全关注领域,以实现可持续,安全和有效的机械车间操作。
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引用次数: 1
Anthropometric Seat Design for Bus Drivers in Southwestern Nigeria 尼日利亚西南部公交车驾驶员的人体座椅设计
IF 0.3 Q4 MULTIDISCIPLINARY SCIENCES Pub Date : 2022-06-20 DOI: 10.61310/mndjsteect.1021.22
O. Ismaila, Samson A. Odunlami, S. Kuye, T. M. Olayanju, Dr Adekunle Ibrahim Musa-Olokuta, N. O. Adekunle, O. Adeaga, B. U. Anyanwu, Augustine A. Kwarteng
Most buses used in Nigeria are imported; thus, the anthropometric dimensions of the citizens of the country of manufacture were used for the seat design. Poorly designed seats due to a mismatch in anthropometric measurements may lead to musculoskeletal disorders. Hence, there is a need to design an appropriate seat for particular bus drivers. This study aimed to obtain anthropometric dimensions of Nigerian bus drivers and design an appropriate driver’s seat based on the collected dimensions. Relevant anthropometric variables necessary for the driver’s seat design were obtained from 150 randomly selected male bus drivers from seven towns in Ogun, Oyo and Lagos states. Seat dimensions of 50 urban buses in heavy and medium automobile categories were considered. The means, standard deviations and 5th, 50th and 95th percentiles were calculated. The existing seat dimensions were compared with the required anthropometric measurements of the drivers for the seat design. It was found that the current seat measurements differed from the suggested seat dimensions. The study highlighted that in designing and producing bus seats for Nigerian bus drivers, their anthropometric data should be considered. The study recommended that the dimensions of the driver’s seat should be 46.45-50.45 cm (seat height); 39-48.26 cm (seat depth); 46.83 cm (seat front width); 53 cm (backrest height); 49-58.26 (backrest depth); and 90° to 130° (seat backrest angle).
尼日利亚使用的大多数公共汽车都是进口的;因此,制造国公民的人体测量尺寸被用于座椅设计。由于人体测量不匹配,座椅设计不当可能导致肌肉骨骼疾病。因此,需要为特定的公交车驾驶员设计合适的座椅。本研究旨在获得尼日利亚公交车驾驶员的人体测量尺寸,并根据收集的尺寸设计合适的驾驶员座椅。驾驶员座椅设计所需的相关人体测量变量是从奥贡州、奥约州和拉各斯州七个城镇的150名随机选择的男性公交车司机中获得的。考虑了50辆重型和中型汽车类城市公交车的座椅尺寸。计算平均值、标准差和第5、第50和第95个百分位数。将现有座椅尺寸与座椅设计所需的驾驶员人体测量值进行比较。研究发现,目前的座椅尺寸与建议的座椅尺寸不同。该研究强调,在为尼日利亚公交车司机设计和生产公交车座椅时,应考虑他们的人体测量数据。该研究建议驾驶员座椅的尺寸应为46.45-50.45厘米(座椅高度);39-48.26厘米(座深);46.83厘米(座椅前部宽度);53厘米(靠背高度);49-58.26(靠背深度);以及90°至130°(座椅靠背角度)。
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引用次数: 1
In Vitro Multiplication of Eucalyptus pilularis and Eucalyptus grandis x E. urophylla (Urograndis Eucalypt): Effect of Light Quality in Temporary Immersion Bioreactor 毛桉和巨桉×尾叶桉(Urograndis Eucalypt)的体外繁殖:临时浸没生物反应器中光照质量的影响
IF 0.3 Q4 MULTIDISCIPLINARY SCIENCES Pub Date : 2022-06-20 DOI: 10.61310/mndjstecbe.1107.22
Denys Matheus Santana Costa Souza, Andressa Rosa Martins, S. B. Fernandes, M. Avelar, L. V. Molinari, D. Gonçalves, G. E. Brondani
Light quality is an important factor for in vitro development of explants in a bioreactor system. Based on the need to optimize, this study aimed to evaluate the in vitro multiplication of Eucalyptus pilularis and urograndis eucalypt using different light quality in a temporary immersion bioreactor (TIB) system. Different spectral qualities on in vitro multiplication were evaluated using three light sources, namely fluorescent lamp (white light), red and blue. Shoot length, number of buds, fresh weight per explant, vigor and hyperhydricity were evaluated according to an established scoring scale at 30 days. The results showed that fluorescent white light was the most appropriate for use in the in vitro multiplication of E. pilularis, and blue light for the urograndis eucalypt clone resulting in a greater shoot length (1.46 cm; 2.41 cm), number of buds (2.25; 10.20), vigor (1.8; 1.3) and fresh weight per explant (86.9 mg; 449 mg). The results can be applied to optimize clonal microplant production on a commercial scale.
光质量是影响外植体在生物反应器系统中体外发育的重要因素。基于优化的需要,本研究旨在评价不同光质量条件下毛桉和尾巨桉在临时浸没生物反应器(TIB)系统中的体外增殖。利用荧光灯(白光)、红光和蓝光三种光源对体外增殖的不同光谱质量进行了评价。根据建立的评分标准,在第30天对芽长、芽数、每外植体鲜重、活力和高水分进行评价。结果表明,荧光白光最适合毛毛栎的体外增殖,蓝光最适合桉树无性系的体外增殖,其茎长为1.46 cm;2.41 cm),芽数(2.25;10.20),活力(1.8;每个外植体的鲜重(86.9 mg;449毫克)。研究结果可用于商业规模的无性系微型植物生产优化。
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引用次数: 3
Microhabitat Preference of Strombidae in Selected Intertidal Areas of Zamboanga del Norte and Misamis Occidental, Philippines 菲律宾北部三宝颜岛和西部米萨米斯岛潮间带的Strombidae的微栖息地偏好
IF 0.3 Q4 MULTIDISCIPLINARY SCIENCES Pub Date : 2022-06-20 DOI: 10.61310/mndjstecbe.1043.22
Justice Norhailyn P. Pangarungan, Eloise Ann Kristine Makasiar, Jessah P. Trillo, Carlo Stephen O. Moneva
This study aimed to identify the microhabitat preference of Strombidae species present in selected intertidal zones of Zamboanga del Norte and Misamis Occidental. A total of 406 individuals of Strombidae were collected and identified into 15 species. Most species of Strombidae were recorded to be abundant in seagrasses (Cymodocea rotundata and Thalassia hemprichii) and in algae (Gracilaria salicornia, Ulva lactuca and Ulva intestinalis). Strombidae were also observed along rocks, muddy sand, black sand, sediments and tide pools. A Kruskal-Wallis Test showed that there was a significant difference in species abundance among different microhabitat types (H[6] = 13.46, p = 0.036). This implies that the abundance of species among different habitats was not the same. Supporting this, the Cramer’s contingency test revealed a significant association between the abundance of species to their microhabitat type with a contingency coefficient of 0.76. Canarium labiatum was observed to inhabit G. salicornia, while Canarium mutabile preferred both rocks and tide pools. Canarium urceus favored C. rotundata; Canarium (Canarium) esculentum occurred in G. salicornia and T. hemprichii. Conomurex luhuanus was observed in U. intestinalis and G. salicornia. Euprotomus aurisdianae inhabited the seagrass, while Euprotomus bulla occurred in T. hemprichii and muddy sand. Laevistrombus (Gonggonus) turturella inhabited the C. rotundata. Lastly, Lentigo lentiginosus and all Lambis species were noticed in G. salicornia. Strombidae preferred both seagrasses and algae apparently because these microhabitat types serve as food and nutrient sources to these species.
摘要本研究旨在探讨三宝岩和西米萨米斯潮间带潮蛾科物种的微生境偏好。共收集到密蛾科昆虫406只,鉴定为15种。在海草(Cymodocea rotundata和Thalassia hemprichii)和藻类(Gracilaria salicornia、Ulva lactuca和Ulva ninteinalis)中记录到的Strombidae种类最多。在岩石、泥沙、黑沙、沉积物和潮池中也发现了潮蛾。Kruskal-Wallis检验表明,不同微生境类型间物种丰度差异显著(H[6] = 13.46, p = 0.036)。这表明不同生境间的物种丰度是不一样的。克莱默的偶然性检验表明,物种丰度与其微生境类型之间存在显著关联,偶然性系数为0.76。唇形Canarium labiatum以盐角蟹为栖地,变异Canarium则以岩石和潮池为栖地。Canarium urceus;盐角鼠和麻角鼠均有肉芽Canarium (Canarium)。在鸡肠和水杨花中均观察到黄褐夜蛾。耳原体虫主要栖息于海草中,球原体虫主要栖息于麻氏体和泥沙中。圆齿蛾栖息于圆齿蛾。最后,在水杨花中发现了Lentigo lentiginosus和所有lamis种。海蛾偏爱海草和藻类,显然是因为这些微生境类型是它们的食物和营养来源。
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引用次数: 1
Influence of Azolla on the Survival of Rice Seedlings Planted under Varying Invasive Apple Snail Densities and Water Depths 不同入侵苹果蜗牛密度和水分深度条件下固氮菌对水稻幼苗存活的影响
IF 0.3 Q4 MULTIDISCIPLINARY SCIENCES Pub Date : 2022-06-20 DOI: 10.61310/mndjstea.0975.22
D. Donayre, Cherry E. Tayson, Gerald E. Bello
Utilizing azolla to manage invasive apple snail (IAS) has never been reported. Hence, in this study, an experiment was conducted at two trials to determine azolla’s influence on the survival of newly transplanted (TPR) and direct-seeded rice (DSR) seedlings planted under varying IAS densities and water depths. Three treatments (T1: rice + IAS, T2: rice + IAS + azolla and T3: rice + IAS + molluscicide), three densities of IAS (5, 10 and 15 snails/0.16 m2) and three water depths (1, 2 and 3 cm) were combined in a three-way factorial arrangement through randomized complete block design with three replications. The number of seedlings that survived and the rate of missing seedlings day-1 were measured. Results showed that the TPR’s survival at the three water depths ranged from 43 to 65.6% at 2.4 to 4.7 missing seedlings day-1 in T1, 84 to 94.8% at 0.5 to 1.4 missing seedlings day-1 in T2 and 100% at 0 missing seedlings day-1 in T3. No significant differences were observed in the survival of TPR planted in T2 and T3. Meanwhile, the DSR’s survival at all water depths and IAS densities ranged from 0 to 3.8% and 0 to 3.6% in T1, 7.4 to 26.8 and 6.5 to 27.2% in T2, respectively, and 100% in T3. DSR had 15.8 missing seedlings day-1 in T1 and 13.3 in T2. This study demonstrated that growing azolla could help increase the survival of newly-planted rice, specifically on TPR, against the potential damage of IAS.
利用唑拉防治入侵苹果蜗牛(IAS)的报道从未有过。因此,在本研究中,在两个试验中进行了一项实验,以确定唑拉对在不同IAS密度和水深下种植的新移植(TPR)和直播水稻(DSR)幼苗存活的影响。三个处理(T1:水稻+IAS,T2:水稻+IAS+唑拉和T3:水稻+IAS+杀螺剂)、三种密度的IAS(5、10和15只蜗牛/0.16m2)和三种水深(1、2和3cm)通过三个重复的随机完全区组设计以三因素组合。测量存活的幼苗数量和第1天的缺苗率。结果表明,三种水深的TPR在T1缺苗2.4~4.7天时的存活率为43~65.6%,在T2缺苗0.5~1.4天时为84~94.8%,在T3缺苗0天时为100%。在T2和T3中种植的TPR的存活率没有观察到显著差异。同时,DSR在所有水深和IAS密度下的存活率在T1为0至3.8%和0至3.6%,在T2为7.4至26.8和6.5至27.2%,在T3为100%。DSR在T1和T2分别有15.8和13.3天缺苗。这项研究表明,种植唑拉有助于提高新种植水稻的存活率,特别是在TPR上,对抗IAS的潜在损害。
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引用次数: 0
COVID-19 Susceptibility, Mortality and Length of Hospitalization based on Age-Sex Composition: Insights for Intervention and Stratification 基于年龄性别构成的新冠肺炎易感性、死亡率和住院时间:干预和分层的见解
IF 0.3 Q4 MULTIDISCIPLINARY SCIENCES Pub Date : 2022-06-20 DOI: 10.61310/mndjstemsp.0921.22
Roel F Ceballos
The coronavirus disease (COVID-19) has spread worldwide with an unprecedented impact on society. In the Philippines, several interventions such as mobility restrictions for different age groups and vaccination prioritization programs have been implemented to reduce the risks of infections and mortality. This study aimed to identify age-sex composition with greater susceptibility, longer hospitalization and higher fatality. The COVID-19 cases from March 2020 to April 2021 provided by the Department of Health Davao Region in the Philippines were analyzed. A Chi-square test was used to determine the difference in proportions of COVID-19 cases among age-sex compositions. A correlation plot of χ2 test residual was employed to investigate the differences in susceptibility. Boxplots and Kruskal-Wallis tests were utilized to compare the length of hospitalizations. The study found a significant difference in the COVID-19 susceptibility among age-sex compositions (p < 0.01). Male children and female senior citizens were the most susceptible age-sex compositions. Furthermore, senior citizens had the longest hospital days wherein the median and IQR days were 19 (15-27) for men and 18 (16-29) for women. Male senior citizen was the subgroup with the highest case fatality (21.4%, p < 0.01). It is recommended that the number of cases among senior citizens be used as an input in the planning and allocation of medical resources at the provincial and regional levels. The local government unit executives in the region can also take advantage of the availability of age-sex composition data in stratifying localities, planning, allocating COVID-19-related resources and imposing mobility restrictions.
冠状病毒疾病(新冠肺炎)已在全球范围内传播,对社会产生了前所未有的影响。在菲律宾,已经实施了一些干预措施,如针对不同年龄组的行动限制和疫苗接种优先计划,以降低感染和死亡风险。本研究旨在确定易感性更高、住院时间更长、死亡率更高的年龄-性别组成。对菲律宾达沃地区卫生部提供的2020年3月至2021年4月新冠肺炎病例进行了分析。采用卡方检验来确定不同年龄组人群中新冠肺炎病例比例的差异。采用χ2检验残差的相关图来研究易感性的差异。使用盒形图和Kruskal-Wallis检验来比较住院时间。研究发现,不同年龄组人群对新冠肺炎的易感性存在显著差异(p<0.01)。男性儿童和女性老年人是最易感的年龄组人群。此外,老年人的住院天数最长,其中男性的中位数和IQR天数为19天(15-27天),女性为18天(16-29天)。男性老年人是病死率最高的亚组(21.4%,p<0.01)。建议将老年人的病例数作为省和地区医疗资源规划和分配的输入。该地区的地方政府部门高管还可以利用不分年龄构成数据的可用性,对地区进行分层、规划、分配与新冠肺炎相关的资源并实施流动限制。
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引用次数: 0
Development and Testing of Green Coffee Bean Quality Sorter using Image Processing and Artificial Neural Network 基于图像处理和人工神经网络的生咖啡豆品质分选机的开发与测试
IF 0.3 Q4 MULTIDISCIPLINARY SCIENCES Pub Date : 2022-06-20 DOI: 10.61310/mndjsteect.1048.22
Abel James N. Lualhati, Jhamil B. Mariano, Al Eugene L. Torres, S. D. Fenol
Currently, the Philippines has no commercially available coffee bean sorter to mechanize the manual sorting, which is prone to human errors. Hence, this study aimed to design and develop a green coffee bean (GCB) quality sorter using various electronic materials for the sorting mechanism, a proportional-integral-derivative (PID)-based algorithm and image processing as sorting system control, and other locally available materials for the machine’s framework. The developed prototype was then evaluated through preliminary testing. A series of tests in three trials were conducted with different sets of Arabica GCBs (T1: 120 good GCBs, T2: 120 defective GCBs, T3: 100 good GCBs + 20 defective GCBs, T4: 20 good GCBs + 100 defective GCBs, and T5: 60 good GCBs + 60 defective GCBs) as test materials. It was shown that the machine can separate defective from the good GCBs arranged in linearity using neural network and image processing. Two webcams were installed to take images of both sides of the bean, which were used for determining the GCB quality through a prediction test. The device was found to be functional with an accuracy of 89.17%, which was comparable with manual sorting. Furthermore, the machine can sort 1 kg of GCBs within 2 h and 45 min. The preliminary tests’ results can be used as reference in designing similar equipment.
目前,菲律宾没有商用咖啡豆分拣机来实现手动分拣的机械化,这很容易出现人为错误。因此,本研究旨在设计和开发一种绿色咖啡豆(GCB)质量分类器,该分类器使用各种电子材料作为分拣机构,基于比例积分微分(PID)的算法和图像处理作为分拣系统控制,以及用于机器框架的其他本地可用材料。然后通过初步测试对开发的原型进行了评估。使用不同的阿拉比卡GCB(T1:120个良好GCB,T2:120个有缺陷的GCB,T3:100个良好的GCB+20个有缺陷GCB,T4:20个良好GC B+100个有故障的GCB和T5:60个良好GCSB+60个有故障GCB)作为测试材料,在三个试验中进行了一系列测试。结果表明,该机器可以利用神经网络和图像处理从线性排列的良好GCB中分离出缺陷。安装了两个网络摄像头来拍摄豆子的两侧图像,用于通过预测测试来确定GCB的质量。该设备功能正常,准确率为89.17%,与手动分拣相当。此外,该机器可以在2小时45分钟内分拣1kg的GCB。初步测试结果可供类似设备的设计参考。
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Mindanao Journal of Science and Technology
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