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Fuzzy Neural Optimized Fuzzy Logic Controller Based Dynamic Voltage Restorer for Power Quality Improvement with Non-linear Loads 基于模糊神经优化模糊控制器的动态电压恢复器在非线性负载下的电能质量改善
IF 3.3 Q1 BUSINESS Pub Date : 2021-04-30 DOI: 10.11648/J.IJEM.20210501.13
S. S. Shukir
Recently a large attention has been focused on a power quality domain due to: disturbances caused by non-linear loads, Increase in number of electronic devices and growth of renewable energy sources. Power quality measures the fitness of electric power transmitted from generation to industrial, domestic and commercial consumers. At least 50% of power quality problems are of voltage quality type. In power system voltage sags, voltage distortion introduced by harmonics, and asymmetrical voltage are considered to be the most severe affecting power quality, because both utilities and consumers are affected by these disturbances. Different methods introduced to solve power problems but the custom power devices are the most effective and efficient methods, one of which is the use of the Dynamic Voltage Restorer (DVR). The main objectives of this research are to achieve more accuracy in compensating the voltage variations and reducing the total harmonics distortion (THD) to acceptable limits. Most of the researchers applied the control strategies to compensate the voltage disturbances in critical load but did not focus on the objective of reducing the total harmonics distortion (THD). In many sensitive loads such as, airport lighting system, medical equipment, auxiliary plant of power system, and adjustable speed drives., the level of the (THD) is more important, this research focuses on mitigating the harmonics to less than 3%. An adaptive controller like fuzzy neural optimized fuzzy logic controller is proposed to improve the performance of the DVR in injecting the required voltage to restore the load voltage to its nominal value under different voltage variations which are created by MATLAB/SIMULINK program for a period of 0.15s from 0.8s and kept till 0.95s.
近年来,由于非线性负载引起的扰动、电子设备数量的增加和可再生能源的增长,电能质量领域受到了广泛的关注。电能质量衡量从发电厂传输到工业、家庭和商业用户的电能的适宜性。至少50%的电能质量问题是电压质量问题。在电力系统电压跌落中,谐波引起的电压畸变和电压不对称被认为是影响电能质量最严重的因素,因为电力公司和用户都受到这些干扰的影响。解决电源问题的方法不同,但定制电源器件是最有效和高效的方法,其中之一就是使用动态电压恢复器(DVR)。本研究的主要目标是在补偿电压变化和将总谐波失真(THD)降低到可接受的范围内达到更高的精度。大多数的研究都是用控制策略来补偿临界负载下的电压扰动,而没有把重点放在降低总谐波失真上。适用于许多敏感负载,如机场照明系统、医疗设备、电力系统辅助装置、调速驱动器等。由于谐波(THD)的水平更为重要,本研究的重点是将谐波降低到3%以下。为了提高DVR在MATLAB/SIMULINK程序产生的从0.8s到0.95s的不同电压变化下注入所需电压使负载电压恢复到标称值的性能,提出了一种模糊神经优化模糊逻辑控制器等自适应控制器。
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引用次数: 1
The Relationship Between Business Environment and Happiness with Corporate Profitability 商业环境、幸福感与企业盈利能力的关系
IF 3.3 Q1 BUSINESS Pub Date : 2021-04-29 DOI: 10.11648/J.IJEM.20210501.12
M. Khazaei
Business and investment in any area requires the provision of an appropriate and secure institutional environment. One of the factors that helps to expand businesses and increase corporate profits is the right business environment. Avoiding complicated administrative bureaucracy, lending and credit, proper international trade, and the ease of obtaining the necessary permits will be helpful in this regard. On the other hand, businesses can perform better in a happy and stress-free environment. Happiness is an emotional state characterized by feelings of joy, satisfaction, contentment, and fulfillment. While happiness has many different definitions, it is often described as involving positive emotions and life satisfaction. The purpose of the present study is to investigate the relationship between the business environment and happiness indicators with corporate profitability. For this purpose, 175 top companies in the world from 2013 to 2018 that were profitable among the top 500 companies each year were selected as the statistical population. World Happiness annual report, Doing Business annual reports, and Fortune site were used to collect the data. Also the data analysis was done according to the panel data method using Stata software. The results shows that in general, there is a positive relationship between business environment and happiness indicators corporate profitability.
任何领域的商业和投资都需要提供适当和安全的体制环境。帮助扩大业务和增加公司利润的因素之一是合适的商业环境。在这方面,避免复杂的行政官僚主义、贷款和信贷、适当的国际贸易以及容易获得必要的许可证将会有所帮助。另一方面,企业可以在一个快乐和无压力的环境中表现得更好。幸福是一种以快乐、满足、满足和成就感为特征的情感状态。虽然幸福有许多不同的定义,但它通常被描述为涉及积极的情绪和生活满意度。摘要本研究旨在探讨企业经营环境、幸福感指标与企业盈利能力之间的关系。为此,选取2013年至2018年全球500强企业中每年盈利的175家企业作为统计人口。采用世界幸福指数年度报告、全球营商环境报告和《财富》网站收集数据。采用Stata软件,采用面板数据法进行数据分析。结果表明,总体而言,企业经营环境与幸福感指标企业盈利能力之间存在正相关关系。
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引用次数: 0
Comparison the Performance of the Dynamic Voltage Restorer Based on PI, Fuzzy Logic, and Fuzzy Neural Controller 基于PI、模糊逻辑和模糊神经控制器的动态电压恢复器的性能比较
IF 3.3 Q1 BUSINESS Pub Date : 2021-04-26 DOI: 10.11648/J.IJEM.20210501.11
S. S. Shukir
The Dynamic Voltage Restorer (DVR) is one of the most efficient and effective custom power devices in protecting the sensitive equipment against voltage sag and voltage harmonics due to; lower cost, smaller size and dynamic response. The inverter is the core of the DVR and it directly affects the performance of the DVR, incorrect injection or delay in the process would be dangerous to sensitive loads. The major functions of the DVR controller are, detection of voltage disturbances events in the system, calculation of the compensating voltage and generation the reference signal for the PWM to trigger the voltage source inverter. PI controller and fuzzy logic controller has been compared with the proposed fuzzy neural optimized fuzzy logic controller in correcting the sag problems and mitigating the harmonics distortion with linear and non-linear loads. Fuzzy Neural optimized Fuzzy Logic controller is the most efficient in improving the performance of the Dynamic Voltage Restorer in compensating any kind of voltage variations and reducing the voltage Total Harmonic Distortion (THD) by enhancing an injection capability of the DVR which is highly influenced by a control algorithm employed. The system is simulated in MATLAB and results confirm the validity and feasibility.
动态电压恢复器(DVR)是保护敏感设备免受电压暂降和电压谐波影响的最有效的定制电源器件之一;成本低,体积小,动态响应好。逆变器是DVR的核心,它直接影响到DVR的性能,注入过程中的错误或延迟会对敏感负载造成危险。DVR控制器的主要功能是检测系统中的电压扰动事件,计算补偿电压,产生PWM触发电压源逆变器的参考信号。将PI控制器和模糊逻辑控制器与所提出的模糊神经优化模糊逻辑控制器在修正凹陷问题和减轻线性和非线性负载下的谐波畸变方面进行了比较。模糊神经优化模糊逻辑控制器是提高动态电压恢复器补偿各种电压变化性能和降低电压总谐波畸变(THD)的最有效方法,它可以增强DVR的注入能力,而DVR的注入能力受所采用的控制算法的影响很大。在MATLAB中对系统进行了仿真,结果验证了该方法的有效性和可行性。
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引用次数: 3
Modelling workforce employability pipelines for organisational resilience 为组织弹性建立劳动力就业能力管道模型
IF 3.3 Q1 BUSINESS Pub Date : 2021-01-01 DOI: 10.1177/18479790211004010
Victoria Jnitova, K. Joiner, M. Efatmaneshnik, Elizabeth Chang
Large organisations use both internal and external methods to educate their workforce. Workforce approaches in Defence were usually of a closed nature, characterised by entry at recruitment and sequential and hierarchical rank progression. More recently, emerging technology and the associated pace of societal change has required Defence to recruit more laterally and to outsource more education, both ab initio and development. The growing complexity of workforce problems, therefore, challenges military educational decision making to increase its focus on organisational resilience. Modelling and Simulation (M&S) can take messy, ill-defined problems and build models for decision support and problem-solving. M&S is being explored in Defence workforce employability planning to deliver education that is more resilient to perturbations and can more confidently predict graduate demand for educational support partnering. However, the effective use of M&S can be compromised if it is not cognitively useful for the problem owner. A new transformational approach between the modeller and the managers of Defence educational workforce is proposed and illustrated by two conceptual case studies. The method uses the module-based translation between Business Process Model Notation (BPMN) design patterns and systems dynamics building blocks to reduce the problem owner’s reliance on specialist modellers. This approach increases the cognitive effectiveness of proposed workforce education solutions and the sharing and reuse of workforce M&S applications. Any large organisation with sufficient human resource and systems engineering support could adopt this new approach to model and simulate their workforce education and examine their resilience to fluctuations.
大型组织使用内部和外部的方法来教育他们的员工。国防部门的劳动力方法通常是封闭的,特点是在招聘时进入,顺序和等级等级晋升。最近,新兴技术和相关的社会变革步伐要求国防部更多地横向招聘,并将更多的教育外包,包括从头开始和发展。因此,劳动力问题日益复杂,对军事教育决策提出了挑战,要求其增加对组织弹性的关注。建模和仿真(M&S)可以处理混乱的、不明确的问题,并为决策支持和解决问题建立模型。M&S正在国防劳动力就业能力计划中进行探索,以提供对扰动更具弹性的教育,并可以更自信地预测毕业生对教育支持合作的需求。然而,如果M&S对问题所有者在认知上没有用处,那么它的有效使用就会受到影响。提出了建模者和国防教育劳动力管理者之间的一种新的转型方法,并通过两个概念性案例研究加以说明。该方法在业务流程模型符号(BPMN)设计模式和系统动态构建块之间使用基于模块的转换,以减少问题所有者对专业建模者的依赖。这种方法提高了所建议的劳动力教育解决方案的认知有效性,以及劳动力M&S应用程序的共享和重用。任何拥有足够人力资源和系统工程支持的大型组织都可以采用这种新方法来建模和模拟他们的劳动力教育,并检查他们对波动的适应能力。
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引用次数: 0
An effect of value co-creation on student benefits in COVID-19 pandemic COVID-19大流行中价值共创对学生利益的影响
IF 3.3 Q1 BUSINESS Pub Date : 2021-01-01 DOI: 10.1177/18479790211058320
Byunghak Leem
The study is to propose a theoretical framework for a value co-creation process based on Service Dominant logic and to explore the effect of value co-creation on student benefits in a higher education environment. We applied value co-creation in an online education platform during the COVID-19 pandemic and conducted an empirical analysis on the value co-creation theory in higher education. We found the following results. First, co-production not only directly affects the value-in-use, but also affects student benefits, consisting of satisfaction and loyalty. Second, value-in-use also has a direct effect on student benefits and is more important than co-production in increasing student benefits in an online education platform. This study extends the Service Dominant logic theory by applying the Service Dominant logic, which has been widely studied in service marketing, to the higher education environment. This study also helps university stakeholders to understand the value of online education platform, understand the diversification of online education modalities, and understand the perspective of students as co-creator.
本研究旨在提出一个基于服务优势逻辑的价值共同创造过程的理论框架,探讨高等教育环境下价值共同创造对学生利益的影响。在新冠肺炎疫情期间,我们将价值共同创造应用于某在线教育平台,并对高等教育中的价值共同创造理论进行实证分析。我们发现了以下结果。首先,合作生产不仅直接影响使用价值,而且影响学生的利益,包括满意度和忠诚度。其次,使用价值对学生利益也有直接影响,在提高在线教育平台学生利益方面,使用价值比合作生产更重要。本研究将服务优势逻辑理论扩展到高等教育环境中,将服务优势逻辑在服务营销中得到广泛的研究。本研究也有助于高校利益相关者理解在线教育平台的价值,理解在线教育模式的多样化,理解学生作为共同创造者的视角。
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引用次数: 6
Using text analytics to measure an effect of topics and sentiments on social-media engagement: Focusing on Facebook fan page of Toyota 使用文本分析来衡量话题和情绪对社交媒体参与的影响:关注丰田的Facebook粉丝页面
IF 3.3 Q1 BUSINESS Pub Date : 2021-01-01 DOI: 10.1177/18479790211016268
Heuiju Chun, Byunghak Leem, H. Suh
In this study we investigate whether Facebook fan-page posting types and topics have a significant effect on engagement. More specifically, the media type and content theme of posting on Facebook are examined to see whether or not there was a difference between content topics. In order to achieve this goal, we set hypotheses as follows: (1) the media types of posting have a significant effect on engagement; (2) the topics and sentiment polarity of posting have a significant effect on engagement. We tested these hypotheses using research procedures as follows: (1) collection and preprocessing of social-media data, including posting types, comments, and reactions on Facebook fan pages, (2) topic modeling of fan-page postings using R and SAS, (3) testing hypotheses using a negative binomial regression model, and (4) implications and insights for social-media marketing. Topic modeling applying to textual data and sentiment analysis were conducted. After that, in order to find the factors to affect the number of Facebook fan-page engagements, the negative binomial regression model including post type, topic, sentiment, reactions of “love,” “haha,” and their interaction as exploratory variables was considered. Finally, the results show that post type is the most influential factor to affect social-media engagement, and content topics, sentiments of posts and comments also have significant effects on it.
在本研究中,我们调查了Facebook粉丝页面发布类型和主题是否对用户粘性有显著影响。更具体地说,我们检查了在Facebook上发布的媒体类型和内容主题,看看内容主题之间是否存在差异。为了实现这一目标,我们设定了以下假设:(1)发布的媒体类型对参与度有显著影响;(2)帖子的主题和情绪极性对参与度有显著影响。我们使用以下研究程序对这些假设进行了检验:(1)收集和预处理社交媒体数据,包括Facebook粉丝页面上的帖子类型、评论和反应;(2)使用R和SAS对粉丝页面帖子进行主题建模;(3)使用负二项回归模型检验假设;(4)对社交媒体营销的影响和见解。将主题建模应用于文本数据和情感分析。之后,为了寻找影响Facebook粉丝页面参与度的因素,将帖子类型、话题、情绪、“爱”、“哈哈”的反应以及它们之间的交互作用作为探索变量,采用负二项回归模型。最后,研究结果表明,帖子类型是影响社交媒体参与度的最重要因素,内容主题、帖子情绪和评论对社交媒体参与度也有显著影响。
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引用次数: 10
City logistics challenges and innovative solutions in developed and developing economies: A systematic literature review 发达经济体和发展中经济体的城市物流挑战和创新解决方案:系统的文献综述
IF 3.3 Q1 BUSINESS Pub Date : 2021-01-01 DOI: 10.1177/18479790211039723
Ary Arvianto, B. M. Sopha, A. M. Asih, M. Imron
Varying characteristics of developed and developing countries have resulted in different challenges and innovative solutions of city logistics. This study aimed to identify research clusters on city logistics between developed and developing economies and to systematically compare city logistics challenges and associated innovative solutions for both economies. Bibliometric analysis and a systematic literature review were applied to analyze 328 peer-reviewed publications, comprising 229 (70%) and 99 (30%) articles addressing case studies in developed and developing economies, respectively. We discovered six research clusters in city logistics literature for developed countries, compared with only four for developing economies in which public policy has not been addressed. Urban growth, environmental challenges, and traffic congestion are the three major city logistics challenges in both types of economies. Furthermore, fleet increment and inadequate loading/unloading spaces are the city logistics challenges analyzed in the literature on developing countries compared with the literature on developed economies that addresses the challenges of education deficiency, regulation, emergence of new business models, and network accessibility and capacity. Consequently, innovative solutions adopted by developed countries demonstrate varied processes involving technology, policy (including public policy and sustainability measures), infrastructure, and economic measures, while for developing countries, the focus remains on effective and efficient distribution operations using optimization and collaboration efforts.
发达国家和发展中国家的不同特点导致了城市物流面临不同的挑战和创新的解决方案。本研究旨在确定发达经济体和发展中经济体之间的城市物流研究集群,并系统地比较这两个经济体的城市物流挑战和相关的创新解决方案。文献计量分析和系统文献综述应用于分析328篇同行评议的出版物,分别包括229篇(70%)和99篇(30%)关于发达经济体和发展中经济体案例研究的文章。我们在发达国家的城市物流文献中发现了六个研究集群,而在公共政策尚未得到解决的发展中经济体中,只有四个研究集群。在这两种类型的经济体中,城市增长、环境挑战和交通拥堵是城市物流面临的三大挑战。此外,与发达经济体的文献相比,发展中国家的文献分析了车队增加和装卸空间不足是城市物流面临的挑战,而发达经济体的文献则解决了教育不足、监管、新商业模式的出现以及网络可达性和容量方面的挑战。因此,发达国家采用的创新解决方案展示了涉及技术、政策(包括公共政策和可持续性措施)、基础设施和经济措施的不同过程,而对发展中国家来说,重点仍然是利用优化和协作努力进行有效和高效的分销操作。
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引用次数: 11
Multi-criteria decision-making model for supporting manufacturing settlements location in Africa after COVID-19 支持新冠肺炎后非洲制造业定居点选址的多标准决策模型
IF 3.3 Q1 BUSINESS Pub Date : 2021-01-01 DOI: 10.1177/18479790211023348
S. Bait, Serena Marino Lauria, M. Schiraldi
The COVID-19 emergency is affecting manufacturing industries all over the world. Notably, it has generated several issues in the products’ supply and the global value chain in African countries. Besides this, Africa’s manufacturing value-added rate grew only 1.5 since 2018, and the foreign direct investment (FDI) from multinational enterprises (MNEs) remains very low due to high-risk factors. Most of these factors are linked to a non-optimized location selection that can adversely affect plant performance. For these reasons, supporting decision-makers in selecting the suitable country location in Africa is crucial, both for contributing to countries’ growth and companies’ performance. This research aims at presenting a comprehensive multi-criteria decision-making model (MCDM) to be used by MNEs to evaluate the best countries to develop new manufacturing settlements, highlighting the criteria that COVID-19 has impacted. Thus, it has affected countries’ performance, impacting the plant location selection choices. A combination of the Analytic Hierarchy Process (AHP) and the Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) methods have also been used for comparative analysis. The criteria used in the proposed approach have been validated with a panel of MNEs experts.
COVID-19紧急情况正在影响世界各地的制造业。值得注意的是,它在非洲国家的产品供应和全球价值链中产生了一些问题。此外,自2018年以来,非洲制造业增加值增长率仅增长1.5%,跨国企业的外国直接投资(FDI)受高风险因素影响仍然很低。这些因素中的大多数都与未优化的位置选择有关,这可能会对工厂的性能产生不利影响。由于这些原因,支持决策者在非洲选择合适的国家位置是至关重要的,无论是为国家的增长和公司的业绩做出贡献。本研究旨在提出一个综合的多标准决策模型(MCDM),供跨国公司用于评估开发新制造业定居点的最佳国家,突出显示受COVID-19影响的标准。因此,它影响了国家的绩效,影响了工厂的选址选择。层次分析法(AHP)和理想解相似性偏好排序法(TOPSIS)相结合的方法也被用于比较分析。拟议方法中使用的标准已得到多国公司专家小组的验证。
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引用次数: 5
How to improve the Triage: A dashboard to assess the quality of nurses’ decision-making 如何改进分诊分类:一个评估护士决策质量的仪表板
IF 3.3 Q1 BUSINESS Pub Date : 2021-01-01 DOI: 10.1177/18479790211065558
L. Cannavacciuolo, C. Ponsiglione, Antonio D’Ambrosio
This paper presents a dashboard for assessing the quality of Triage decision-making process in the assignment of the priority code to patients arriving at an emergency department. The quality is assessed through performance indexes aimed at measuring both the nurses’ accuracy and the presence of nurses’ shared behavior in the Triage assignment process. The theoretical perspective of the cognitive heuristic, that is a cognitive shortcut strategy to make decisions, is the framework to design performance indexes of the dashboard. The dashboard has been tested in two Emergency Departments. We gather the data input through the submission to 54 nurses of a questionnaire, simulating 25 patients’ scenarios. The dashboard reveals a disparity between nurses in priority level assignment. This disparity depends on nurses’ capacity in disregarding some information and in considering the right cue. We find the presence of sharing behaviors and inclination to over or under assessment by nurses. This performance analysis, integrated with the nurses’ reasoning in assigning the priority code, can address the management in designing improvement actions at individual level and at the organizational one. In addition, the application to two Emergency Department confirms the influence of organizational aspects in the individual decision process.
本文提出了一个仪表板评估质量的分诊决策过程中分配优先级代码的病人到达急诊科。质量通过绩效指标来评估,旨在衡量护士在分诊分配过程中的准确性和护士共同行为的存在。认知启发式的理论视角是设计仪表板绩效指标的框架,它是一种做出决策的认知捷径策略。仪表盘已经在两个急诊科进行了测试。我们通过向54名护士提交一份问卷,模拟25名患者的情景,收集数据输入。仪表板显示了护士在优先级分配上的差异。这种差异取决于护士忽视某些信息和考虑正确提示的能力。我们发现护士存在分享行为和过高或过低评估的倾向。这种绩效分析与护士在分配优先级代码时的推理相结合,可以在个人层面和组织层面上解决管理人员设计改进行动的问题。此外,对两个急诊科的应用证实了组织方面在个人决策过程中的影响。
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引用次数: 1
RISK MANAGEMENT: MODELING THE HUMAN RESOURCES RESPONSE TO THE COVID-19 SHUTDOWN 风险管理:人力资源应对COVID-19停工的建模
IF 3.3 Q1 BUSINESS Pub Date : 2021-01-01 DOI: 10.20472/bm.2021.9.2.002
Barbara A. Manko, Cezary Przęczek
: When an organization closes its business temporarily or transfers employees to work from home during the pandemic, it faces risks. The biggest risk is the loss of the most important assets of any company – the employee. Employees who have been left without a job may find a new one and not return to the old job when the business reopens. Further disruption may occur because some people prefer the organizational culture of face-to-face work, and working online is not the same. They experience loneliness and disruption from their personal life. Our model and survey are designed to help managers and leaders save their organizations. A business’s effectiveness and reputation is built from customer and employee communication.
当一个组织在大流行期间暂时关闭业务或将员工转移到家中工作时,它将面临风险。最大的风险是失去任何公司最重要的资产——员工。失去工作的员工可能会找到一份新工作,而不会在公司重新开业时回到原来的工作岗位。进一步的破坏可能会发生,因为有些人更喜欢面对面工作的组织文化,而在线工作是不一样的。他们经历孤独和个人生活的混乱。我们的模型和调查旨在帮助管理者和领导者拯救他们的组织。企业的有效性和声誉建立在客户和员工的沟通之上。
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引用次数: 0
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International Journal of Engineering Business Management
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