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KNOWLEDGE EXTRACTION TECHNIQUES FOR POWER TRANSFORMER MAINTENANCE DATA: REVIEW 电力变压器维护数据的知识提取技术综述
Pub Date : 2023-10-31 DOI: 10.29121/granthaalayah.v11.i10.2023.5316
Moise Manyol, Georges Olong, Samuel Eke, Aloys Marie Ibom Ibom
The maintenance of power transformers is time or condition-based and at the end of this one, analysis reports are produced to give its status. These different reports produced over time form a large database called the transformer maintenance asset bank. Extracting knowledge from this power transformer maintenance data is now an important subject for the scientific community given the importance of the transformer in the electric power generation chain. The science of data mining finds a field of application for its analysis techniques, the most used in preventive maintenance are predictive techniques. This work reviews knowledge extraction techniques from power transformer maintenance data. For this purpose, 80 articles from a platform are identified and 7 of them are retained at the end after meeting the criteria. Among the predictive analysis techniques namely regression, classification, and prediction, classification is the most used with its ANN (Artificial Neural Network) algorithm. On the other hand, association rule mining (ARM) has the highest accuracy, 98.21% in 2020. In addition, the combination of a classification algorithm preceded by the descriptive one, namely the principal component analysis (PCA), could offer higher accuracy than when they are used individually.
电力变压器的维护是基于时间或状态的,在维护结束后,生成分析报告,给出其状态。随着时间的推移,这些不同的报告形成了一个称为变压器维护资产库的大型数据库。鉴于变压器在发电链中的重要性,从电力变压器维护数据中提取知识现在是科学界的一个重要课题。数据挖掘科学为其分析技术找到了一个应用领域,在预防性维护中应用最多的是预测技术。本文综述了电力变压器维护数据的知识提取技术。为此,从一个平台中识别80篇文章,其中7篇文章在符合标准后最终保留。在回归、分类、预测等预测分析技术中,分类的应用最为广泛,它的算法是人工神经网络(ANN)。另一方面,关联规则挖掘(ARM)的准确率最高,到2020年达到98.21%。此外,在描述性分类算法之前结合一个分类算法,即主成分分析(PCA),可以提供比单独使用更高的准确性。
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引用次数: 0
ASSESSMENT OF LEVEL OF ANXIETY AND DEPRESSION AMONG PEOPLE LIVING WITH CANCER IN SELECTED CANCER HOSPITAL KOLKATA, WEST BENGAL 西孟加拉邦加尔各答选定癌症医院中癌症患者的焦虑和抑郁水平评估
Pub Date : 2023-10-18 DOI: 10.29121/granthaalayah.v11.i9.2023.5333
Mithu Mondal, Moitreyee Chudhuri, Chandrima Maity
Introduction: A cancer diagnosis can have a wide-ranging impact on mental health. The prevalence of anxiety and depression among people with cancer is high among those with no previous psychiatric history.Aim: This study aims to find out anxiety and depression among people living with cancer and association between anxiety, depression and selected demographic variables.Methods: A descriptive study was conducted to detect the level of anxiety and depression and association them with demographic variables. Total 200 participants were selected through non- robability purposive sampling technique. In this study the conceptual framework was based on Rosenstock, Strecher, and Becker Health Belief Model. Data were collected through semi structured questionnaire, GAD-7 Questionnaire and PHQ-9 Questionnaire to assess socio-demographic information, level of anxiety and depression respectively.Result: Results revealed that 51% people living with cancer had mild anxiety and 10% participants had severe level of anxiety; 31% participants had major depression mild and only 5% had severe level of depression. Chi-square test revealed that there was a significant relationship between anxiety with religion, monthly income and social support and level of depression of people living with cancer were significantly associated with age and social support at the (P<0.05) and (P<0.001) level of significant.Conclusion: The people living with cancer had different level of anxiety and depression. Moreover, anxiety of people living with cancer is associated with religion, monthly income and social support and depression is associated with age and social support.
癌症诊断可能对心理健康产生广泛的影响。在没有精神病史的癌症患者中,焦虑和抑郁的患病率很高。目的:本研究旨在了解癌症患者的焦虑和抑郁,以及焦虑、抑郁与选定的人口统计学变量之间的关系。方法:采用描述性研究方法检测焦虑和抑郁水平,并将其与人口统计学变量联系起来。采用非可得性目的抽样方法,共抽取200名调查对象。本研究的概念框架基于Rosenstock、Strecher和Becker健康信念模型。采用半结构化问卷、GAD-7问卷和PHQ-9问卷,分别评估社会人口学信息、焦虑水平和抑郁水平。结果:51%的癌症患者有轻度焦虑,10%的参与者有重度焦虑;31%的参与者重度抑郁,轻度抑郁,只有5%的参与者重度抑郁。卡方检验显示,癌症患者的焦虑与宗教信仰、月收入、社会支持有显著相关,抑郁水平与年龄、社会支持有显著相关,在显著水平(P<0.05)和显著水平(P<0.001)。结论:癌症患者存在不同程度的焦虑和抑郁。此外,癌症患者的焦虑与宗教信仰、月收入和社会支持有关,抑郁与年龄和社会支持有关。
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引用次数: 0
THE EFFECT OF CATECHINS AND NANOCHITOSAN ON REDUCING BACTERIAL COLONIES AND MATERIAL PERFORMANCE IN PACKAGING FILMS BASED ON PLA/PCL BLEND 儿茶素和纳米壳聚糖对聚乳酸/聚乳酸共混包装膜中菌落减少和材料性能的影响
Pub Date : 2023-10-17 DOI: 10.29121/granthaalayah.v11.i9.2023.5334
Suryani Salim, Teuku Rihayat, None Fitria, Aida Safitri
The extensive utilization of petrochemical polymer-based plastics has led to significant environmental challenges. A viable solution involves the incorporation of high-quality biomaterials as a substitute for traditional plastics. In pursuit of this goal, Polylactic Acid (PLA) and Polycaprolactone (PCL) biopolymers were combined with catechin and nano chitosan additives to innovate food packaging materials. The process involved the utilization of a screw extruder for mixing and melting. The sample formulation employed a combination of PLA polymer (9.5 g) and PCL (0.5 g). The variations in catechin (0%, 5%, 10%, 15%, 20%, 25%, and 30%), while nano chitosan was added in concentrations (5%, 10%, 15%, 20%, 25%, and 30%). The highest tensile strength recorded, at 45.10 MPa, was achieved by sample SA4, as indicated by tensile strength testing, FTIR analysis, and colony reduction. FT-IR analysis revealed the presence of functional groups, namely N-H, C-H, C=O, and C-O, signifying successful interactions between the PLA/PCL matrix blend and the additive components of nanochitosan and catechins. Remarkably, sample SA4 exhibited a remarkable 96% reduction in S. aureus bacterial colonies following 24 hours of storage.
石油化工聚合物基塑料的广泛使用带来了重大的环境挑战。一个可行的解决方案是结合高质量的生物材料作为传统塑料的替代品。为实现这一目标,将聚乳酸(PLA)和聚己内酯(PCL)生物聚合物与儿茶素和纳米壳聚糖添加剂相结合,创新食品包装材料。该工艺涉及使用螺杆挤出机进行混合和熔化。样品配方采用PLA聚合物(9.5 g)和PCL (0.5 g)的组合,儿茶素(0%、5%、10%、15%、20%、25%和30%)和纳米壳聚糖(5%、10%、15%、20%、25%和30%)的浓度变化。通过抗拉强度测试、FTIR分析和菌落还原,样品SA4达到了最高的抗拉强度,为45.10 MPa。FT-IR分析显示,PLA/PCL基体共混物中存在N-H、C- h、C=O和C-O等官能团,表明PLA/PCL基体共混物与纳米壳聚糖和儿茶素添加剂组分之间成功相互作用。值得注意的是,样品SA4在保存24小时后金黄色葡萄球菌菌落显著减少96%。
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引用次数: 0
EPIDEMIOCLINICAL AND EVOLUTIONARY FEATURES OF OCULAR MANIFESTATIONS DURING PRE-ECLAMPSIA AND ECLAMPSIA AT THE YOPOUGON UNIVERSITY HOSPITAL 子痫前期和子痫患者眼部表现的流行、临床和进化特征
Pub Date : 2023-10-13 DOI: 10.29121/granthaalayah.v11.i9.2023.5247
Thierry Yves Constant Sowagnon, Ouattara Yves, Kouassi-Rebours Aya Colette, Kouaï Bi Tah Epiphane, Appia Gilles Beda, Koné Kpatchignain
Introduction: Pre-eclampsia and eclampsia are obstetric emergencies involving maternal and foetal vital prognosis. They are providers of ocular complications.The aim of our study was to highlight the epidemioclinical and evolutionary features of these ocular lesions in pre-eclamptic and eclamptic patients.Methods: This was a prospective cross-sectional study with a descriptive purpose which was carried out over a period of 5 months from March 1 to July 31, 2021. It included all hospitalized pre-eclamptic and eclamptic patients.Results: We collected 33 cases of pre-eclampsia and eclampsia out of a total of 325 pregnant women that is a hospital prevalence of 9.37%. The average age of our patients was 29 years with extremes ranging from 17 to 45 years. Eclampsia accounted for 57.57% of the diagnosis and pre-eclampsia 42.42%. Visual acuity was normal in 42.42% of cases. Hypertensive retinopathy was detected in 63.63% of cases. The most severe fundus lesions were more common in pregnant women with severe pre-eclampsia and eclampsia. Regression of fundus lesions was visible in 79.17% of cases.Conclusion: Ocular lesions occur mainly in severe cases of pre-eclampsia and their research would improve their management.
子痫前期和子痫是一种涉及母婴生命预后的产科急诊。他们是眼部并发症的提供者。我们研究的目的是强调这些眼部病变在子痫前期和子痫患者的流行、临床和进化特征。方法:这是一项具有描述性目的的前瞻性横断面研究,从2021年3月1日至7月31日进行了5个月。它包括所有住院的先兆子痫和子痫患者。结果:在325例孕妇中共收集到33例先兆子痫和子痫,医院患病率为9.37%。患者的平均年龄为29岁,极端年龄从17岁到45岁不等。子痫占诊断的57.57%,子痫前期占42.42%。42.42%的患者视力正常。高血压性视网膜病变占63.63%。最严重的眼底病变多见于重度先兆子痫和子痫孕妇。79.17%的病例眼底病变明显消退。结论:眼部病变主要发生在重度子痫前期,对其进行研究有助于改善其治疗。
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引用次数: 0
CORRELATION OF AGE WITH COVID-19 IGG ANTIBODIES TITRE IN THE ADULT POPULATION OF MALEGAON: A PROSPECTIVE OBSERVATIONAL STUDY 马勒冈成年人群中年龄与COVID-19 igg抗体滴度的相关性:一项前瞻性观察研究
Pub Date : 2023-10-09 DOI: 10.29121/granthaalayah.v11.i9.2023.5015
Kamlesh Popatlal Bagmar, Dr. Farooq F. Motiwala, Dr. Vishal Nimbhore, Dr. Swanand Shukla, Dr. Subhash Yadav, Dr. Madhuri Kanitkar
Introduction: The year 2019 was affected by Pneumonia caused by SARS Cov 2 virus. This major health challenge whole world is facing and IgG antibodies titre has been widely used to assist the diagnostic and prognostic value. Important aspect of aging is decline in immune function. As per the aging process there are changes at humoral and cellular immune responses leading to impaired immune response which in turn leads to risk of infectivity and decreased vaccine responses. The current study's objectives were to assess the SARS-COV-2 antibody titre in the adult urban Malegaon population and to look for a relationship between age and antibody titre.Methods: Individuals who were residing in densely populated Malegaon village where formerly COVID- 19 was declared as hot spot during first wave were included with total sample size of 2454 and their blood samples were collected to get IgG antibodies from 12 January 2022 to 18 January 2022.Results: In this study we found that when the age advances the % of antibody level doesn’t change significantly. In 2454 samples there observed non-significant difference in antibody % and age group (p>0.05)Conclusion: These findings suggest extensive studies are required to bring uniform guideline for developing the vaccine strategy as age and antibodies level remained the same.
导读:2019年是受SARS冠状病毒引起的肺炎影响的一年。这是全世界面临的重大健康挑战,IgG抗体滴度已被广泛用于辅助诊断和预后价值。衰老的一个重要方面是免疫功能下降。根据衰老过程,体液和细胞免疫反应发生变化,导致免疫反应受损,从而导致感染风险和疫苗反应下降。本研究的目的是评估马勒冈成年城市人口的SARS-COV-2抗体滴度,并寻找年龄与抗体滴度之间的关系。方法:选取2022年1月12日至1月18日居住在人口稠密的Malegaon村(该村曾在第一波疫情中宣布为新冠肺炎疫情高发区)的人群,总样本量2454人,采集血样检测IgG抗体。结果:本研究发现,随着年龄的增长,抗体水平百分比没有明显变化。在2454份样本中,抗体百分比和年龄组之间没有显著差异(p>0.05)。结论:这些发现表明,在年龄和抗体水平保持不变的情况下,需要进行广泛的研究,以制定统一的疫苗策略指南。
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引用次数: 0
LOCAL WISDOM AS AN ENVIRONMENTAL CONSERVATION ENDEAVOR IN SELALEJO VILLAGE AND EAST SELALEJO VILLAGE, MAUPONGGO DISTRICT, NAGEKEO REGENCY 在nagekeo县茂蓬戈区selalejo村和东selalejo村,当地智慧作为环境保护的努力
Pub Date : 2023-09-30 DOI: 10.29121/granthaalayah.v11.i9.2023.5327
Ebu Kosmas, Rafael Tupen
The indigenous community of Selalejo possesses a local wisdom known as "Tanda," which proves highly effective in the preservation of the environment. "Tanda" signifies the act of providing symbols or codes in the form of young palm leaf shoots, primarily attached to trees at specific locations along with the jawbone of a pig, after its meat has been consumed during a customary ritual signifying the commencement of indigenous law related to "Tanda”. Through the presence of "Tanda," the environment, including land, forests, plantation crops, and crops, is safeguarded from logging, harm, and the threat of looting or theft through the symbolic messages conveyed by the arrangement of leaves and pig jawbones hung on these trees. The philosophical foundation of "Tanda" is rooted in the idea that humans and the natural environment are inseparable entities. This connection is grounded in the belief that the earth and water constitute the body and blood of humanity, which manifest in the form of a mother (Mother Earth) upon which all plants and vegetation thrive. Moreover, various religions hold the view that the entire universe (earth, water, and the life upon it) is the creation of God. Human beings are entrusted with the responsibility of stewardship, which entails safeguarding, preserving, and managing these resources in a responsible and non-arbitrary manner. The existence of the "Tanda" customary law within the indigenous community of Selalejo serves as a social control mechanism and a tool for social engineering aimed at transforming undesirable behaviors related to irresponsible and arbitrary resource utilization. In cases of violations of the "Tanda" customary law, enforcement is carried out by traditional institutions.
塞拉莱霍的土著社区拥有一种被称为“Tanda”的当地智慧,这种智慧在保护环境方面非常有效。“Tanda”指的是以棕榈嫩叶的形式提供符号或代码的行为,这些嫩叶主要与猪的颚骨一起附着在特定地点的树上,在习惯仪式中,猪的肉被吃掉后,标志着与“Tanda”有关的土著法律的开始。通过“Tanda”的存在,环境,包括土地、森林、种植作物和农作物,通过悬挂在这些树上的树叶和猪颚骨所传达的象征性信息,免受伐木、伤害和抢劫或盗窃的威胁。“坦达”的哲学基础植根于人与自然环境是不可分割的实体。这种联系是基于这样一种信念,即地球和水构成了人类的身体和血液,这以母亲(地球母亲)的形式表现出来,所有的植物和植被都在她的基础上茁壮成长。此外,各种宗教都认为整个宇宙(地球、水和其中的生命)是上帝的创造。人类被赋予管理的责任,这需要以负责任和非武断的方式保护、保存和管理这些资源。“Tanda”习惯法在塞拉莱霍土著社区的存在是一种社会控制机制和社会工程工具,旨在改变与不负责任和任意利用资源有关的不良行为。在违反“坦达”习惯法的情况下,由传统机构执行。
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引用次数: 0
NURTURING THE INCLUSIVE SCHOOL CULTURE AT FOUNDATIONAL LEVEL: A CASE STUDY 在基础层面培育包容性的学校文化:个案研究
Pub Date : 2023-09-30 DOI: 10.29121/granthaalayah.v11.i9.2023.5321
Prashant Thote, S Gowri
Inclusive education values the broad spectrum of learners’ diversity and uniqueness to the contribution of each students bring to the classroom from grassroots level. National education policy 2020 aims to make school education more inclusive and accessible for students with special needs and provide special education and support for the students with learning difficulties. The objectives of the present study to reveal (i) Attitude of school teachers towards students with special needs and inclusive school culture (ii) role of school management and Principal for nurturing the inclusive culture(iii) symbiosis of teachers, parents and community in catalyzing inclusive culture in school . The study is conducted in independent school in Narsingarh. Data collected by using interview, observation and document analysis. The purposive and snowball sampling technique is used to draw the sample. The sample includes teachers, special educators, school counselor, parents of child with special needs and community members. The findings of the study reveals that teachers have positive mental attitude towards students with special needs and inclusive culture. The school management and principal provides supports and adequate resources for inclusive culture. The community members are actively involved in nurturing inclusive culture in school.
全纳教育重视学习者的多样性和独特性,重视每个学生从基层到课堂的贡献。《2020年国家教育政策》旨在为有特殊需要的学生提供更加包容和便利的学校教育,并为有学习困难的学生提供特殊教育和支持。本研究旨在揭示(i)学校教师对有特殊需要学生的态度和共融学校文化(ii)学校管理和校长在培育共融文化方面的作用(iii)教师、家长和社区在促进学校共融文化方面的共生关系。这项研究是在纳辛格尔的一所私立学校进行的。采用访谈法、观察法和文献分析法收集数据。采用目的性和滚雪球抽样技术绘制样本。样本包括教师、特殊教育工作者、学校辅导员、有特殊需要儿童的家长和社区成员。研究发现,教师对特殊需要学生有积极的心理态度和包容的文化。学校管理层和校长为包容性文化提供支持和足够的资源。社区成员积极参与在学校培育共融文化。
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引用次数: 0
ENGINEERING STUDENT-CENTRIC PROTOTYPE DESIGN FOR EFFICIENT MANAGEMENT OF DIGITAL LIBRARY COLLECTIONS AND RESOURCES UNDER JAWAHARLAL NEHRU TECHNOLOGICAL UNIVERSITY KAKINADA 贾瓦哈拉尔尼赫鲁技术大学卡基纳达分校为有效管理数字图书馆馆藏和资源的工程学生为中心的原型设计
Pub Date : 2023-09-30 DOI: 10.29121/granthaalayah.v11.i9.2023.5319
Rojamani Tadituri, Doraswamy Naick B.R B R
In the ever-evolving landscape of academic institutions, efficient library management systems are essential to support research, learning, and knowledge dissemination. This abstract provides an overview of JNTUKLIBCON, a comprehensive library management system developed for Jawaharlal Nehru Technological University, Kakinada (JNTUK). JNTUKLIBCON is designed to streamline and enhance the library's operations by offering three distinct interfaces: one for administrators, one for librarians, and one for students. Each interface caters to specific user roles, ensuring efficient management of library resources, user accounts, and material requisitions. The system leverages web technologies, including HTML, Java Server Pages (JSP), Tomcat Web server, and a MySQL database, to create a user-friendly and responsive platform. It encompasses a wide range of features, from user authentication to the management of various library materials, such as books, e-books, e-journals, and research reports. Administrators have the privilege of overseeing user accounts, student records, and library resources, while librarians can efficiently manage materials and track material requisitions. Students benefit from a simplified interface for checking material availability and accessing electronic resources. The system's deployment promises to enhance resource management, increase accessibility to electronic materials, and improve overall user experiences within the library. It offers a centralized platform that simplifies library administration and empowers users to make the most of the available resources.
在不断发展的学术机构中,高效的图书馆管理系统对于支持研究、学习和知识传播至关重要。这个摘要提供了JNTUKLIBCON的概述,一个全面的图书馆管理系统开发贾瓦哈拉尔尼赫鲁理工大学,卡基纳达(JNTUK)。JNTUKLIBCON旨在通过提供三个不同的接口来简化和增强图书馆的操作:一个用于管理员,一个用于图书管理员,一个用于学生。每个界面都满足特定的用户角色,确保有效地管理图书馆资源、用户帐户和资料请求。该系统利用web技术,包括HTML、Java Server Pages (JSP)、Tomcat web服务器和MySQL数据库,创建了一个用户友好的响应平台。它包含了广泛的功能,从用户身份验证到各种图书馆资料(如书籍、电子书、电子期刊和研究报告)的管理。管理员具有监督用户帐户、学生记录和图书馆资源的特权,而图书管理员可以有效地管理材料并跟踪材料请求。学生受益于一个简化的界面,以检查材料的可用性和访问电子资源。该系统的部署有望加强资源管理,增加电子材料的可访问性,并改善图书馆内的整体用户体验。它提供了一个集中的平台,简化了图书馆的管理,并授权用户充分利用可用资源。
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引用次数: 0
EXPLORING THE INFLUENCE OF DIGITAL MARKETING ON CONSUMER BEHAVIOR AND LOYALTY 探讨数字营销对消费者行为和忠诚度的影响
Pub Date : 2023-09-30 DOI: 10.29121/granthaalayah.v11.i9.2023.5308
Shams Mukhtar, Chandra Mohan A., Deepti Chandra
Enterprises have embraced digital marketing as a strategic response to the growing number of consumers on the internet, with the aim of improving their performance. This study aims to deal with the inclinations and reactions of consumers toward a range of digital marketing techniques. The review of existing literature underscores the concept of digital marketing, its capabilities, and the factors influencing consumer conduct, including search engine optimization, intent to purchase, management of customer relationships, buying behavior, satisfaction of customers, and loyalty of customers. Digital marketing encompasses diverse strategies and platforms, such as social media marketing, digital public relations, email marketing, and mobile marketing, which can effectively captivate consumers. The study employs a descriptive research design, obtaining primary data through surveys and in-person interviews. Random sampling is applied, with the participant pool comprising 200 respondents of various ages, genders, educational levels, and occupations. The gathered data is subjected to statistical analysis utilizing techniques like ANOVA and one-sample T-tests. The outcomes show that endorsements from peers and social media platforms significantly impact consumers when making online purchases. Moreover, discounts, rewards, and coupons motivate consumers to review online. Interaction and customization are pivotal drivers for cultivating and sustaining enduring consumer relationships. Marketing professionals should harness digital media and social platforms to facilitate effective communication, augmenting customer satisfaction and loyalty. This inquiry augments comprehension of consumer preferences and reactions to digital marketing tactics.
企业已经将数字营销作为对互联网上日益增长的消费者数量的战略回应,目的是提高他们的业绩。本研究旨在处理消费者对一系列数字营销技术的倾向和反应。对现有文献的回顾强调了数字营销的概念、能力和影响消费者行为的因素,包括搜索引擎优化、购买意愿、客户关系管理、购买行为、客户满意度和客户忠诚度。数字营销包含多种策略和平台,如社交媒体营销、数字公共关系、电子邮件营销、移动营销等,可以有效地吸引消费者。本研究采用描述性研究设计,通过问卷调查和面对面访谈获得原始数据。采用随机抽样,参与者池由200名不同年龄、性别、教育程度和职业的受访者组成。收集到的数据将使用方差分析和单样本t检验等技术进行统计分析。研究结果表明,来自同行和社交媒体平台的认可对消费者在线购物有显著影响。此外,折扣、奖励和优惠券会促使消费者在网上进行评论。互动和定制是培养和维持持久的消费者关系的关键驱动因素。营销专业人士应该利用数字媒体和社交平台来促进有效的沟通,提高客户满意度和忠诚度。这项调查增加了对消费者偏好和对数字营销策略的反应的理解。
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引用次数: 1
THE TECHNO-ECONOMIC EVALUATION OF THE BETWEEN A GRID EXTENSION AND HYBRID RENEWABLE SYSTEMS CONSIDERING DEFERRABLE LOADS 考虑可延负荷的电网扩展与混合可再生能源系统的技术经济评价
Pub Date : 2023-09-30 DOI: 10.29121/granthaalayah.v11.i9.2023.5311
Alpaslan Demirci
The rapid depletion of fossil energy resources significantly increases the need for renewable energy resources (RES) in electricity production. Hybrid power systems (HPS) are a promising solution for rural electrification where grid extensions are uneconomical. This study investigated the technical, economic, and environmental aspects of on-grid or off-grid HPS performance for optimal rural electrification. In addition, the effects of different deferrable load values on grid extension distance (GE) and optimal off-grid system sizing were investigated. Sensitivity analyses were conducted to evaluate the effects of variations in solar irradiation potential, diesel fuel costs, and discount rates on optimal HPS sizing. In scenarios where the deferrable load is above 9%, the GEs were zero, while below 5%, they increased to 24.2 km. In contrast, when the diesel generator (DG) was integrated into HPS, the photovoltaic (PV) and energy storage system (ESS) capacities were reduced by half in the optimal scenarios, and it was found that the GE was zeros regardless of the deferrable load. In the case of the highest deferrable load, the NPC is 22.6% lower than when there is no deferrable load. NPC surpasses the energy cost in the grid-only condition when solar irradiation is less than 4 kWh/m2/day, and ESS cost multipliers are greater than 2. This study will help researchers find optimal electrification solutions that support hybrid renewable energy and environmentally friendly options.
化石能源资源的迅速枯竭大大增加了电力生产对可再生能源(RES)的需求。混合动力系统(HPS)是农村电气化的一个很有前途的解决方案,因为电网扩展是不经济的。本研究调查了电网或离网HPS性能的技术、经济和环境方面,以实现最佳的农村电气化。此外,还研究了不同可延负荷值对电网延伸距离和最优离网系统规模的影响。进行敏感性分析以评估太阳辐照潜力、柴油燃料成本和贴现率变化对最佳HPS尺寸的影响。在延迟负荷高于9%的情况下,GEs为零,而在低于5%的情况下,它们增加到24.2 km。相比之下,当柴油发电机(DG)并入HPS时,在最优方案下,光伏(PV)和储能系统(ESS)的容量减少了一半,并且发现无论延迟负荷如何,GE都为零。在可延迟负荷最高的情况下,NPC比没有可延迟负荷时低22.6%。当太阳能辐照小于4 kWh/m2/day,且ESS成本乘数大于2时,NPC超过仅并网条件下的能源成本。这项研究将帮助研究人员找到支持混合可再生能源和环保选择的最佳电气化解决方案。
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引用次数: 0
期刊
International Journal of Research -GRANTHAALAYAH
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