首页 > 最新文献

Journal of Basic and Applied Research International最新文献

英文 中文
Evaluating the Applications of an Arduino-Yun Powered Sitting Monitoring System Arduino-Yun供电坐姿监测系统的应用评估
Pub Date : 2023-10-05 DOI: 10.56557/jobari/2023/v29i48405
Joshua Kim
Prolonged sitting and poor sitting posture affect many people, especially in today's digital world. This poor posture and prolonged sedentary lifestyle can cause many health effects, such as back problems, impaired digestion, and even cardiovascular disease. The process of correcting poor sitting posture may be easier to accomplish with assistance, as it requires constant attention and correction to maintain proper posture. Thus, sitting posture monitoring systems may greatly benefit those who are looking to correct their sitting posture. Four pressure sensors were wired to Arduino Yun on a sitting chair, on the right and left of the seat and backrest, respectively. Furthermore, a computer algorithm and coding software were applied to monitor postural imbalances based on the inputs from the sensors. After a thorough calibration, a user tested the system in three weekly sessions consisting of pre-treatment, treatment, and post-treatment modes to examine the system's functionality for monitoring the sitting patterns of the user. Our system was able to detect poor sitting posture based on different positions of the user throughout the testing periods. It could differentiate the postural changes that occurred between the three treatment modes. Our monitoring system may serve as a tool to detect poor posture and facilitate the correction of any imbalances in the posture.
久坐和不良坐姿影响着许多人,尤其是在当今的数字世界。这种不良的姿势和长时间久坐的生活方式会导致许多健康问题,比如背部问题、消化障碍,甚至心血管疾病。纠正不良坐姿的过程在辅助下可能更容易完成,因为它需要持续的关注和纠正以保持正确的坐姿。因此,坐姿监测系统可能对那些想要纠正坐姿的人大有裨益。四个压力传感器分别连接到坐椅上的Arduino Yun,分别位于座椅和靠背的右侧和左侧。 此外,基于传感器的输入,采用计算机算法和编码软件来监测姿势不平衡。经过彻底的校准后,用户每周测试三次系统,包括治疗前、治疗后和治疗后模式,以检查系统监测用户坐姿模式的功能。在整个测试期间,我们的系统能够根据用户的不同位置检测出不良的坐姿。它可以区分三种治疗方式之间发生的姿势变化。我们的监测系统可以作为一个工具来检测不良的姿势,并促进纠正任何不平衡的姿势。
{"title":"Evaluating the Applications of an Arduino-Yun Powered Sitting Monitoring System","authors":"Joshua Kim","doi":"10.56557/jobari/2023/v29i48405","DOIUrl":"https://doi.org/10.56557/jobari/2023/v29i48405","url":null,"abstract":"Prolonged sitting and poor sitting posture affect many people, especially in today's digital world. This poor posture and prolonged sedentary lifestyle can cause many health effects, such as back problems, impaired digestion, and even cardiovascular disease. The process of correcting poor sitting posture may be easier to accomplish with assistance, as it requires constant attention and correction to maintain proper posture. Thus, sitting posture monitoring systems may greatly benefit those who are looking to correct their sitting posture. Four pressure sensors were wired to Arduino Yun on a sitting chair, on the right and left of the seat and backrest, respectively.
 Furthermore, a computer algorithm and coding software were applied to monitor postural imbalances based on the inputs from the sensors. After a thorough calibration, a user tested the system in three weekly sessions consisting of pre-treatment, treatment, and post-treatment modes to examine the system's functionality for monitoring the sitting patterns of the user. Our system was able to detect poor sitting posture based on different positions of the user throughout the testing periods. It could differentiate the postural changes that occurred between the three treatment modes. Our monitoring system may serve as a tool to detect poor posture and facilitate the correction of any imbalances in the posture.","PeriodicalId":119621,"journal":{"name":"Journal of Basic and Applied Research International","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135483943","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Investigating the Metallic Fabric Electrodes of Water Electrolysis for Corrosion Reduction and Hydrogen Generation Enhancement 电解金属织物电极的减蚀增氢研究
Pub Date : 2023-09-23 DOI: 10.56557/jobari/2023/v29i38394
Alara Yilmaz
As we enter an era of green energy sustainability, hydrogen gas is now recognized as one of the most futuristic energy carriers. A relatively economic and efficient way to obtain hydrogen is through water electrolysis, focusing on its degree of purity and consequently on the choice of the electrode, electrolyte, and operating conditions. However, in water electrolysis, electrode erosion, and metallic deposition, among others, are crucial limitations to overcome for the unit's long-term operation. This study explored the feasibility of fabric metallic electrodes to minimize electrode erosion and generate a consistent hydrogen output using the modified Brownlee electrolysis apparatus with the variables of types of fabrics and their wrapped lengths. These variables were examined with three brands of metallic fabric: TitanRF, Ripstop Silver, and Blocwifi Shielding fabric. Our experiments resulted in Blocwifi shielding fabric being the most efficient at consistent hydrogen generation with a 1.2% salt concentration generation rate, which was six times that of the baseline study without metallic fabric (P>0.05). Additionally, the visual evaluation of the electrode erosion showed that the metallic fabric electrodes were far less erosive than the platinum electrodes. Therefore, the study concluded that metallic fabric electrodes increase hydrogen generation. More studies might be worthwhile for detailed elucidation of the underlying mechanism and for defining the optimal fabrication of metallic fabric electrodes.
随着我们进入绿色能源可持续发展的时代,氢气现在被公认为最具未来感的能源载体之一。获得氢的一种相对经济和有效的方法是通过水电解,重点是它的纯度,从而选择电极,电解质和操作条件。然而,在水电解过程中,电极腐蚀和金属沉积等是该装置长期运行需要克服的关键限制。本研究探讨了织物金属电极的可行性,以减少电极侵蚀,并产生一致的氢气输出,使用改进的Brownlee电解装置,织物类型和包裹长度的变量。这些变量用三种品牌的金属织物进行了检验:TitanRF、Ripstop Silver和Blocwifi屏蔽织物。我们的实验结果表明,在盐浓度生成率为1.2%的情况下,Blocwifi屏蔽织物的产氢效率最高,是无金属织物基线研究的6倍(P>0.05)。此外,对电极侵蚀的目视评价表明,金属织物电极的侵蚀程度远小于铂电极。因此,研究得出结论,金属织物电极增加了氢气的产生。进一步的研究可能对详细阐明其潜在的机制和确定金属织物电极的最佳制造是有价值的。
{"title":"Investigating the Metallic Fabric Electrodes of Water Electrolysis for Corrosion Reduction and Hydrogen Generation Enhancement","authors":"Alara Yilmaz","doi":"10.56557/jobari/2023/v29i38394","DOIUrl":"https://doi.org/10.56557/jobari/2023/v29i38394","url":null,"abstract":"As we enter an era of green energy sustainability, hydrogen gas is now recognized as one of the most futuristic energy carriers. A relatively economic and efficient way to obtain hydrogen is through water electrolysis, focusing on its degree of purity and consequently on the choice of the electrode, electrolyte, and operating conditions. However, in water electrolysis, electrode erosion, and metallic deposition, among others, are crucial limitations to overcome for the unit's long-term operation. This study explored the feasibility of fabric metallic electrodes to minimize electrode erosion and generate a consistent hydrogen output using the modified Brownlee electrolysis apparatus with the variables of types of fabrics and their wrapped lengths. These variables were examined with three brands of metallic fabric: TitanRF, Ripstop Silver, and Blocwifi Shielding fabric. Our experiments resulted in Blocwifi shielding fabric being the most efficient at consistent hydrogen generation with a 1.2% salt concentration generation rate, which was six times that of the baseline study without metallic fabric (P>0.05). Additionally, the visual evaluation of the electrode erosion showed that the metallic fabric electrodes were far less erosive than the platinum electrodes. Therefore, the study concluded that metallic fabric electrodes increase hydrogen generation. More studies might be worthwhile for detailed elucidation of the underlying mechanism and for defining the optimal fabrication of metallic fabric electrodes.","PeriodicalId":119621,"journal":{"name":"Journal of Basic and Applied Research International","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135967402","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Application and Research of Translation Studios in the Development of MTI at Polytechnic University 翻译工作室在理工大学MTI发展中的应用与研究
Pub Date : 2023-09-18 DOI: 10.56557/jobari/2023/v29i38387
Yuehong Wei, Hao Qu
As exchanges with the global community continue to increase, the translation field presents significant challenges that capture the attention of researchers. The new era demands a reform in the traditional approach to cultivating translation talents. Particularly, the form and quality of practical teaching need improvement to adapt to the changing demands of the market. University translation studios can to some extent compensate for the shortcomings of traditional classroom teaching and workshop-style practical training at Polytechnic University. Taking the author's own university as an example, this paper explores the significance, feasibility, and operational model of the university translation studio. The paper concludes that the purpose of the university translation studio is to enhance students' translation skills, application of translation techniques, project management, professional demeanor, task handling, and teamwork capabilities. This kind of studio elevates the ability of both faculty and students to serve the local community and society, thereby making a positive contribution to the comprehensive development of the North China Electric Power University's Master of Translation and Interpreting program.
随着与国际社会交流的不断增加,翻译领域面临着巨大的挑战,引起了研究人员的注意。新时代要求对传统的翻译人才培养方式进行改革。特别是实践教学的形式和质量需要改进,以适应不断变化的市场需求。大学翻译工作室可以在一定程度上弥补理工大学传统课堂教学和工作坊式实训的不足。本文以笔者所在的大学为例,探讨了建立大学翻译工作室的意义、可行性和运作模式。本文的结论是,大学翻译工作室的目的是提高学生的翻译技能、翻译技巧的应用、项目管理、职业风范、任务处理和团队合作能力。这种工作室提升了师生服务当地社区和社会的能力,从而为华北电力大学翻译硕士项目的全面发展做出了积极的贡献。
{"title":"The Application and Research of Translation Studios in the Development of MTI at Polytechnic University","authors":"Yuehong Wei, Hao Qu","doi":"10.56557/jobari/2023/v29i38387","DOIUrl":"https://doi.org/10.56557/jobari/2023/v29i38387","url":null,"abstract":"As exchanges with the global community continue to increase, the translation field presents significant challenges that capture the attention of researchers. The new era demands a reform in the traditional approach to cultivating translation talents. Particularly, the form and quality of practical teaching need improvement to adapt to the changing demands of the market. University translation studios can to some extent compensate for the shortcomings of traditional classroom teaching and workshop-style practical training at Polytechnic University. Taking the author's own university as an example, this paper explores the significance, feasibility, and operational model of the university translation studio. The paper concludes that the purpose of the university translation studio is to enhance students' translation skills, application of translation techniques, project management, professional demeanor, task handling, and teamwork capabilities. This kind of studio elevates the ability of both faculty and students to serve the local community and society, thereby making a positive contribution to the comprehensive development of the North China Electric Power University's Master of Translation and Interpreting program.","PeriodicalId":119621,"journal":{"name":"Journal of Basic and Applied Research International","volume":"189 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135207363","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Effects of Caffeine and Alcohol on the Electrically Evoked Responses of L. terrestris 咖啡因和酒精对大地草电诱发反应的影响
Pub Date : 2023-09-08 DOI: 10.56557/jobari/2023/v29i38369
Max Feng
Regulation on animal research, largely focused on vertebrates, has led to greater expenses for researchers and institutions. Invertebrate animals, however, are rarely included in regulatory oversight, making experimentation comparatively more flexible and inexpensive. Yet, invertebrates are largely overlooked in neurophysiological research, even though the simplicity of invertebrate nervous system models has its advantages. While somatosensory, visual, and auditory evoked potential may be used for pharmacological and toxicological assessment of drugs in both animals and humans, only minor research carried out on invertebrates generally due to the disregard upon comparison between physiological phases or chromosomes of both invertebrates and humans. This study aims to analyze the viability of Lumbricus terrestris, or the common earthworm, as a potential model for electrical somatosensory evoked potential propagation and for drug safety pharmacology assessment. Varying intensities of electrical stimulation potential from 45 ~ 137 mV and accumulative substance injections up to 300 ul were to be used to evaluate telemetric-recorded changes in the evoked potential of the earthworm, and to track the extent of its reproducibility. Alcohol and caffeine, as they are two of the most commonly consumed chemicals in beverages among adolescents, and much was already known about their neurological effects, making the earthworm model’s response to foreign substances evaluable. Numerical changes in latent period, peak point, trough point and wave width of the evoked potential elicited by each substance were analyzed using regression analysis. We found that our peak point and wave width evoked potential parameters were highly indicative of the earthworm’s capability as an evoked potential invertebrate model, especially because responses exhibited expected outcomes of the excitable and inhibitory effects of caffeine and alcohol with high reproducibility.
对动物研究的监管主要集中在脊椎动物上,这导致研究人员和机构的开支增加。然而,无脊椎动物很少被纳入监管范围,这使得实验相对更加灵活和廉价。然而,在神经生理学研究中,无脊椎动物在很大程度上被忽视了,尽管无脊椎动物神经系统模型的简单性有其优势。虽然体感、视觉和听觉诱发电位可用于动物和人类药物的药理学和毒理学评估,但由于忽视了无脊椎动物和人类生理阶段或染色体的比较,对无脊椎动物的研究通常很少。本研究旨在分析蚯蚓作为电体感诱发电位传播的潜在模型和药物安全药理学评估的可行性。不同强度的电刺激电位从45 ~ 137 mV和累计物质注射高达300 ul被用来评估遥测记录的蚯蚓诱发电位的变化,并跟踪其可重复性的程度。酒精和咖啡因是青少年饮料中最常摄入的两种化学物质,它们对神经系统的影响已经有了很多了解,这使得蚯蚓模型对外来物质的反应可以评估。采用回归分析方法对各物质诱发电位的潜伏期、峰点、谷点和波宽的数值变化进行分析。我们发现,我们的峰点和波宽诱发电位参数高度表明蚯蚓作为诱发电位无脊椎动物模型的能力,特别是因为反应表现出咖啡因和酒精的兴奋和抑制作用的预期结果,具有高重复性。
{"title":"The Effects of Caffeine and Alcohol on the Electrically Evoked Responses of L. terrestris","authors":"Max Feng","doi":"10.56557/jobari/2023/v29i38369","DOIUrl":"https://doi.org/10.56557/jobari/2023/v29i38369","url":null,"abstract":"Regulation on animal research, largely focused on vertebrates, has led to greater expenses for researchers and institutions. Invertebrate animals, however, are rarely included in regulatory oversight, making experimentation comparatively more flexible and inexpensive. Yet, invertebrates are largely overlooked in neurophysiological research, even though the simplicity of invertebrate nervous system models has its advantages. While somatosensory, visual, and auditory evoked potential may be used for pharmacological and toxicological assessment of drugs in both animals and humans, only minor research carried out on invertebrates generally due to the disregard upon comparison between physiological phases or chromosomes of both invertebrates and humans. This study aims to analyze the viability of Lumbricus terrestris, or the common earthworm, as a potential model for electrical somatosensory evoked potential propagation and for drug safety pharmacology assessment. Varying intensities of electrical stimulation potential from 45 ~ 137 mV and accumulative substance injections up to 300 ul were to be used to evaluate telemetric-recorded changes in the evoked potential of the earthworm, and to track the extent of its reproducibility. Alcohol and caffeine, as they are two of the most commonly consumed chemicals in beverages among adolescents, and much was already known about their neurological effects, making the earthworm model’s response to foreign substances evaluable. Numerical changes in latent period, peak point, trough point and wave width of the evoked potential elicited by each substance were analyzed using regression analysis. We found that our peak point and wave width evoked potential parameters were highly indicative of the earthworm’s capability as an evoked potential invertebrate model, especially because responses exhibited expected outcomes of the excitable and inhibitory effects of caffeine and alcohol with high reproducibility.","PeriodicalId":119621,"journal":{"name":"Journal of Basic and Applied Research International","volume":"78 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136362469","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Analysis of the Orchid Pavilion from the Perspective of Systemic Functional Grammar 从系统功能语法角度分析《兰亭》
Pub Date : 2023-08-12 DOI: 10.56557/jobari/2023/v29i38344
Yuehong Wei, Qinghan Lu
In the 1960s, Halliday’s systemic-functional grammar gradually emerged in the field of linguistic research. It provides a theoretical framework for discourse analysis. The Orchid Pavilion is a widely circulated calligraphy and literary work in ancient China. Nowadays, many scholars have translated it into English, among which Lin Yutang’s translation is especially famous. This article takes the three meta-functions of Systemic Functional Grammar as the theoretical framework, and analyzes Lin Yutang’s English translation of Wang Shichih’s article The Orchid Pavilion from transitivity, mood system, modality and thematic structure so as to investigate the ways in which the ideational function, interpersonal function and textual function are realized respectively. It can also verify the applicability and operability of Systemic Functional Grammar in translation. In all, this article provides a new perspective for understanding and translating The Orchid Pavilion as well as offering a reference in understanding and translating Chinese literary work.
20世纪60年代,韩礼德的系统功能语法逐渐在语言学研究领域崭露头角。它为语篇分析提供了理论框架。《兰亭》是中国古代流传广泛的书法文学作品。如今,许多学者将其翻译成英语,其中林语堂的翻译尤为著名。本文以系统功能语法的三大元功能为理论框架,从及物性、语气系统、情态和主位结构四个方面对林语堂对王时石《兰亭》的英译进行分析,探讨其概念功能、人际功能和语篇功能的实现方式。还可以验证系统功能语法在翻译中的适用性和可操作性。总之,本文为理解和翻译《兰亭》提供了一个新的视角,也为理解和翻译中国文学作品提供了参考。
{"title":"An Analysis of the Orchid Pavilion from the Perspective of Systemic Functional Grammar","authors":"Yuehong Wei, Qinghan Lu","doi":"10.56557/jobari/2023/v29i38344","DOIUrl":"https://doi.org/10.56557/jobari/2023/v29i38344","url":null,"abstract":"In the 1960s, Halliday’s systemic-functional grammar gradually emerged in the field of linguistic research. It provides a theoretical framework for discourse analysis. The Orchid Pavilion is a widely circulated calligraphy and literary work in ancient China. Nowadays, many scholars have translated it into English, among which Lin Yutang’s translation is especially famous. This article takes the three meta-functions of Systemic Functional Grammar as the theoretical framework, and analyzes Lin Yutang’s English translation of Wang Shichih’s article The Orchid Pavilion from transitivity, mood system, modality and thematic structure so as to investigate the ways in which the ideational function, interpersonal function and textual function are realized respectively. It can also verify the applicability and operability of Systemic Functional Grammar in translation. In all, this article provides a new perspective for understanding and translating The Orchid Pavilion as well as offering a reference in understanding and translating Chinese literary work.","PeriodicalId":119621,"journal":{"name":"Journal of Basic and Applied Research International","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115044420","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhancing Sentiment Analysis with Word2Vec and LSTM: A Comparative Study 用Word2Vec和LSTM增强情感分析的比较研究
Pub Date : 2023-08-10 DOI: 10.56557/jobari/2023/v29i38342
Haodong Tang, Nan Zhang, Xin Yu, Teng Mao, Lidong Wang
Sentiment analysis is an important natural language processing task that helps people understand the emotional information conveyed in texts. This paper aims to propose a sentiment classification model based on the combination of Word2Vec and LSTM (Long Short Term Memory). This paper will introduce two key technologies, Word2Vec and LSTM, combining them to build an effective sentiment analysis model. We conducted a comparative analysis between our model and other state-of-the-art methods including CNN, BiLSTM+CNN, Word2vec+SVM, among others. Through rigorous experimental evaluation, this paper showcases the effectiveness and superior performance of the proposed model in sentiment classification tasks. Our method attains an F1 score of 78.2% on benchmark dataset, indicating its strong performance in the task.
情感分析是一项重要的自然语言处理任务,它可以帮助人们理解文本中所传递的情感信息。本文旨在提出一种基于Word2Vec和LSTM(长短期记忆)相结合的情感分类模型。本文将引入Word2Vec和LSTM两项关键技术,结合它们构建一个有效的情感分析模型。我们将我们的模型与CNN、BiLSTM+CNN、Word2vec+SVM等其他最先进的方法进行了比较分析。通过严格的实验评估,本文展示了该模型在情感分类任务中的有效性和优越的性能。我们的方法在基准数据集上获得了78.2%的F1分数,表明它在任务中的表现很好。
{"title":"Enhancing Sentiment Analysis with Word2Vec and LSTM: A Comparative Study","authors":"Haodong Tang, Nan Zhang, Xin Yu, Teng Mao, Lidong Wang","doi":"10.56557/jobari/2023/v29i38342","DOIUrl":"https://doi.org/10.56557/jobari/2023/v29i38342","url":null,"abstract":"Sentiment analysis is an important natural language processing task that helps people understand the emotional information conveyed in texts. This paper aims to propose a sentiment classification model based on the combination of Word2Vec and LSTM (Long Short Term Memory). This paper will introduce two key technologies, Word2Vec and LSTM, combining them to build an effective sentiment analysis model. We conducted a comparative analysis between our model and other state-of-the-art methods including CNN, BiLSTM+CNN, Word2vec+SVM, among others. Through rigorous experimental evaluation, this paper showcases the effectiveness and superior performance of the proposed model in sentiment classification tasks. Our method attains an F1 score of 78.2% on benchmark dataset, indicating its strong performance in the task.","PeriodicalId":119621,"journal":{"name":"Journal of Basic and Applied Research International","volume":"9 23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131759146","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Novel Deep Learning Method for Water leakage Detection Using Acoustic Features 一种新的基于声学特征的深度学习方法用于漏水检测
Pub Date : 2023-07-17 DOI: 10.56557/jobari/2023/v29i28315
Jaspal Singh Sehgal, Shantanu Lagad, Laxmi Lagad
Conservation of water is one of the major objectives for any country around the world. Water management plays a very important role in a society, as it is one of the basic needs for the mankind. Water leak detection is an important task for ensuring the safety and efficiency of water systems. Deep learning techniques, combined with real-time sensor data, can greatly enhance the accuracy and efficiency of water leak detection. Water leak detection plays a crucial role in maintaining the safety, efficiency, and sustainability of water systems. This paper presents an investigation of the capacity of deep learning methods (DL) to localize leakage in water distribution systems (WDS).  Progress in real-time monitoring of WDS and DL has inspired towards new opportunities to develop data-based methods for water leak localization. However, the handlers of WDS need recommendations for the selection of the optimal DL methods as well their practical use for leakage localization. This paper contributes to this issue through an investigation of the capacity of DL methods to localize leakage in WDS. Water leak detection is crucial in conversation of water, cost saving, infrastructure protection prevention of water damage and operation efficiency. This paper shows a proposal for a system based on a wireless sensor network designed to monitor water distribution systems, such as hotel industry, irrigation systems, which, with the help of an autonomous learning algorithm, allows for precise location of water leaks. Autoencoder neural network (AE), an unsupervised DL model, is further developed to detect leak with unbalanced data. The results show AE-DL model achieved high accuracy when leaks occur in pipes inside the sensor monitoring area, while the accuracy is compromised otherwise. This observation will provide guidelines to deploy monitoring sensors to cover the desired monitoring area. A novel strategy is proposed based on multiple independent detection attempts to further increase the reliability of leak detection by the AE-DL and is found to significantly reduce the probability of false alarm.
节约用水是世界上任何一个国家的主要目标之一。水管理在一个社会中起着非常重要的作用,因为它是人类的基本需求之一。水泄漏检测是保证供水系统安全高效运行的重要任务。深度学习技术,结合实时传感器数据,可以大大提高漏水检测的准确性和效率。水泄漏检测在维护水系统的安全、效率和可持续性方面起着至关重要的作用。本文研究了深度学习方法(DL)在给水系统(WDS)中定位泄漏的能力。WDS和DL实时监测的进展为开发基于数据的漏水定位方法提供了新的机会。然而,WDS的处理者需要对最佳DL方法的选择以及它们在泄漏定位中的实际应用提出建议。本文通过研究DL方法在WDS中定位泄漏的能力来解决这一问题。漏水检测对节约用水、节约成本、保护基础设施、防止水害和提高运行效率具有重要意义。这篇论文展示了一个基于无线传感器网络的系统的建议,该系统旨在监测供水系统,如酒店行业,灌溉系统,该系统在自主学习算法的帮助下,可以精确定位漏水的位置。进一步发展了一种无监督深度学习模型——自编码器神经网络(AE),用于不平衡数据的泄漏检测。结果表明,当传感器监测区域内管道发生泄漏时,AE-DL模型精度较高,否则精度会降低。这一观察结果将为部署监测传感器以覆盖所需监测区域提供指导。提出了一种基于多次独立检测尝试的新策略,进一步提高了AE-DL泄漏检测的可靠性,并发现该策略显著降低了误报概率。
{"title":"A Novel Deep Learning Method for Water leakage Detection Using Acoustic Features","authors":"Jaspal Singh Sehgal, Shantanu Lagad, Laxmi Lagad","doi":"10.56557/jobari/2023/v29i28315","DOIUrl":"https://doi.org/10.56557/jobari/2023/v29i28315","url":null,"abstract":"Conservation of water is one of the major objectives for any country around the world. Water management plays a very important role in a society, as it is one of the basic needs for the mankind. Water leak detection is an important task for ensuring the safety and efficiency of water systems. Deep learning techniques, combined with real-time sensor data, can greatly enhance the accuracy and efficiency of water leak detection. Water leak detection plays a crucial role in maintaining the safety, efficiency, and sustainability of water systems. This paper presents an investigation of the capacity of deep learning methods (DL) to localize leakage in water distribution systems (WDS).  Progress in real-time monitoring of WDS and DL has inspired towards new opportunities to develop data-based methods for water leak localization. However, the handlers of WDS need recommendations for the selection of the optimal DL methods as well their practical use for leakage localization. This paper contributes to this issue through an investigation of the capacity of DL methods to localize leakage in WDS. Water leak detection is crucial in conversation of water, cost saving, infrastructure protection prevention of water damage and operation efficiency. This paper shows a proposal for a system based on a wireless sensor network designed to monitor water distribution systems, such as hotel industry, irrigation systems, which, with the help of an autonomous learning algorithm, allows for precise location of water leaks. Autoencoder neural network (AE), an unsupervised DL model, is further developed to detect leak with unbalanced data. The results show AE-DL model achieved high accuracy when leaks occur in pipes inside the sensor monitoring area, while the accuracy is compromised otherwise. This observation will provide guidelines to deploy monitoring sensors to cover the desired monitoring area. A novel strategy is proposed based on multiple independent detection attempts to further increase the reliability of leak detection by the AE-DL and is found to significantly reduce the probability of false alarm.","PeriodicalId":119621,"journal":{"name":"Journal of Basic and Applied Research International","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132944566","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Preliminary Analysis of Fine Particulate matter (PM2.5 and PM10) Derived from Brick Manufacturing in San Agustín Yatareni, Oaxaca 瓦哈卡州San Agustín Yatareni制砖过程中产生的细颗粒物(PM2.5和PM10)的初步分析
Pub Date : 2023-07-10 DOI: 10.56557/jobari/2023/v29i28305
Betel Maza-López, Nayeli Mendoza-González, A. Díaz-Barrita, María de Jesús Gil-Gallegos, I. García-Montalvo
Air pollution is produced by a great diversity of emission sources, classified as mobile, stationary, area, and natural sources. Handmade brick manufacturing is an important activity for the economic development of several localities in the state of Oaxaca, Mexico. Despite the existence of other alternative construction materials, brick is the main option for the construction of housing designated as "low-income, middle-income, or high-income residential". The main   objective of this work is to determine the respirable fractionated particulate matter (PM2.5 and PM10) derived from the manufacture of hand-made bricks in the area of San Agustin Yatareni, Oaxaca, Mexico. The samples were obtained during the period September 2022 to March 2023 in the brick-making area of San Agustin Yatereni, Oaxaca, Mexico. As part of the inclusion criteria, geological, climatological, atmospheric, and pollutant emission source differences, which influence the particle size distribution at each monitoring site, were taken into account; these samples were collected at 2-h time intervals. The dominant species during the selected period was tire-derived fuel (TDF).
空气污染是由各种各样的排放源产生的,分为移动源、固定源、区域源和自然源。手工制砖是墨西哥瓦哈卡州几个地方经济发展的重要活动。尽管存在其他可替代的建筑材料,但砖是建造被指定为“低收入,中等收入或高收入住宅”的住房的主要选择。这项工作的主要目的是确定墨西哥瓦哈卡州San Agustin Yatareni地区手工制砖生产中产生的可吸入颗粒物(PM2.5和PM10)。这些样本是在2022年9月至2023年3月期间在墨西哥瓦哈卡州San Agustin Yatereni制砖区获得的。作为纳入标准的一部分,考虑了影响每个监测点粒径分布的地质、气候、大气和污染物排放源差异;这些样品每隔2小时采集一次。在选择期间,优势种为轮胎衍生燃料(TDF)。
{"title":"Preliminary Analysis of Fine Particulate matter (PM2.5 and PM10) Derived from Brick Manufacturing in San Agustín Yatareni, Oaxaca","authors":"Betel Maza-López, Nayeli Mendoza-González, A. Díaz-Barrita, María de Jesús Gil-Gallegos, I. García-Montalvo","doi":"10.56557/jobari/2023/v29i28305","DOIUrl":"https://doi.org/10.56557/jobari/2023/v29i28305","url":null,"abstract":"Air pollution is produced by a great diversity of emission sources, classified as mobile, stationary, area, and natural sources. Handmade brick manufacturing is an important activity for the economic development of several localities in the state of Oaxaca, Mexico. Despite the existence of other alternative construction materials, brick is the main option for the construction of housing designated as \"low-income, middle-income, or high-income residential\". The main   objective of this work is to determine the respirable fractionated particulate matter (PM2.5 and PM10) derived from the manufacture of hand-made bricks in the area of San Agustin Yatareni, Oaxaca, Mexico. The samples were obtained during the period September 2022 to March 2023 in the brick-making area of San Agustin Yatereni, Oaxaca, Mexico. As part of the inclusion criteria, geological, climatological, atmospheric, and pollutant emission source differences, which influence the particle size distribution at each monitoring site, were taken into account; these samples were collected at 2-h time intervals. The dominant species during the selected period was tire-derived fuel (TDF).","PeriodicalId":119621,"journal":{"name":"Journal of Basic and Applied Research International","volume":"105 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127151329","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Influence of Ideological Themes in Social Media Political Campaigns on Voters’ Education and Participation in Nigeria’s 2023 General Elections 社交媒体政治运动中的意识形态主题对尼日利亚2023年大选选民教育和参与的影响
Pub Date : 2023-07-09 DOI: 10.56557/jobari/2023/v29i28304
Jacob Shagbaor Suemo, T. Kusugh, B. Okonkwo
This study adopted mixed research methods to investigate how ideological themes in social media political campaigns have influenced voters’ education and participation in Nigeria’s 2023 general elections. Through questionnaire and interview research instruments, the study found that in the last 2023 General Elections, Facebook was more often used for political campaigns in Nigeria compared to Twitter, Instagram, YouTube, google+, Facebook, WhatsApp and Blogs. These social media platforms, as the findings demonstrated, were more accessible to the voters thus, have easily became tools for political campaigns and were used to a great extent for that purpose. Unfortunately, as finding indicated, the ideological themes dominant in these platforms (social media) were to a great extent, negative as they were dominated by insults, abuse of opponents, hate speeches, falsehood, blame shifting, ethnocentric and religious undertones, anxiety and apathy among others, thereby, to a great extent, contributing to apathy among majority of voters in participating in the elections. Posting, commenting and sharing were the various ways through which those ideological campaign messages were spread to voters during the period of the last elections. The study concluded that social media has come to stay as platforms for use among stakeholders during political campaigns but its influence is abused by negative ideological construction which to a great extent, affects voters’ education and turn up in elections in Nigeria.
本研究采用混合研究方法,调查社交媒体政治运动中的意识形态主题如何影响选民的教育和参与尼日利亚2023年大选。通过问卷调查和访谈研究工具,该研究发现,在最近的2023年大选中,与Twitter、Instagram、YouTube、google+、Facebook、WhatsApp和博客相比,Facebook更常用于尼日利亚的政治竞选活动。正如调查结果所显示的那样,这些社交媒体平台对选民来说更容易接近,因此很容易成为政治竞选的工具,并在很大程度上被用于这一目的。不幸的是,正如研究结果所示,在这些平台(社交媒体)中占主导地位的意识形态主题在很大程度上是消极的,因为它们以侮辱、辱骂对手、仇恨言论、谎言、推卸责任、种族中心主义和宗教色彩、焦虑和冷漠等为主,从而在很大程度上导致了大多数选民对参与选举的冷漠。在上次选举期间,张贴、评论和分享是这些意识形态竞选信息传播给选民的各种方式。该研究得出的结论是,社交媒体在政治竞选期间一直是利益相关者使用的平台,但其影响力被负面的意识形态建设所滥用,这在很大程度上影响了尼日利亚选民的教育和选举。
{"title":"Influence of Ideological Themes in Social Media Political Campaigns on Voters’ Education and Participation in Nigeria’s 2023 General Elections","authors":"Jacob Shagbaor Suemo, T. Kusugh, B. Okonkwo","doi":"10.56557/jobari/2023/v29i28304","DOIUrl":"https://doi.org/10.56557/jobari/2023/v29i28304","url":null,"abstract":"This study adopted mixed research methods to investigate how ideological themes in social media political campaigns have influenced voters’ education and participation in Nigeria’s 2023 general elections. Through questionnaire and interview research instruments, the study found that in the last 2023 General Elections, Facebook was more often used for political campaigns in Nigeria compared to Twitter, Instagram, YouTube, google+, Facebook, WhatsApp and Blogs. These social media platforms, as the findings demonstrated, were more accessible to the voters thus, have easily became tools for political campaigns and were used to a great extent for that purpose. Unfortunately, as finding indicated, the ideological themes dominant in these platforms (social media) were to a great extent, negative as they were dominated by insults, abuse of opponents, hate speeches, falsehood, blame shifting, ethnocentric and religious undertones, anxiety and apathy among others, thereby, to a great extent, contributing to apathy among majority of voters in participating in the elections. Posting, commenting and sharing were the various ways through which those ideological campaign messages were spread to voters during the period of the last elections. The study concluded that social media has come to stay as platforms for use among stakeholders during political campaigns but its influence is abused by negative ideological construction which to a great extent, affects voters’ education and turn up in elections in Nigeria.","PeriodicalId":119621,"journal":{"name":"Journal of Basic and Applied Research International","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124699760","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Environmental Factors and Target Costing Implementation in Selected Nigerian Manufacturing Firms 尼日利亚制造企业环境因素与目标成本核算实施
Pub Date : 2023-06-22 DOI: 10.56557/jobari/2023/v29i28283
Worimegbe Temitope
The purpose of this study was to examine the effect of environmental factors on the implementation of target costing in selected manufacturing firms in Osun State, Nigeria. This was an explanatory study which is based on survey research design through the use of questionnaire to generate data. The data collected from the questionnaire administered was presented in a tabular form and hypotheses formulated were statistically tested using the simple regression analysis and analysis of variance (ANOVA). The dependent variable in the study is target costing and the independent variables are market competition and cultural factors. Findings from the analysis show that Market competition and cultural factors proxies for environmental factors have significant impact on the implementation of target costing in manufacturing firms. It was therefore recommended that for the benefits of target costing to be sustained firms’ need to pay attention to market competition and cultural factors.
本研究的目的是审查环境因素对尼日利亚奥松州选定的制造公司实施目标成本计算的影响。这是一项基于调查研究设计的解释性研究,通过使用问卷来生成数据。从问卷调查中收集的数据以表格形式呈现,并使用简单回归分析和方差分析(ANOVA)对所提出的假设进行统计检验。本研究的因变量为目标成本,自变量为市场竞争和文化因素。分析结果表明,市场竞争和文化因素替代环境因素对制造企业目标成本核算的实施有显著影响。因此,有人建议,为了使目标成本计算的效益持续下去,公司需要注意市场竞争和文化因素。
{"title":"Environmental Factors and Target Costing Implementation in Selected Nigerian Manufacturing Firms","authors":"Worimegbe Temitope","doi":"10.56557/jobari/2023/v29i28283","DOIUrl":"https://doi.org/10.56557/jobari/2023/v29i28283","url":null,"abstract":"The purpose of this study was to examine the effect of environmental factors on the implementation of target costing in selected manufacturing firms in Osun State, Nigeria. This was an explanatory study which is based on survey research design through the use of questionnaire to generate data. The data collected from the questionnaire administered was presented in a tabular form and hypotheses formulated were statistically tested using the simple regression analysis and analysis of variance (ANOVA). The dependent variable in the study is target costing and the independent variables are market competition and cultural factors. Findings from the analysis show that Market competition and cultural factors proxies for environmental factors have significant impact on the implementation of target costing in manufacturing firms. It was therefore recommended that for the benefits of target costing to be sustained firms’ need to pay attention to market competition and cultural factors.","PeriodicalId":119621,"journal":{"name":"Journal of Basic and Applied Research International","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128249485","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Journal of Basic and Applied Research International
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1