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Business Digital Transformation: A Study to Evaluate the Current Digital Operating Model in Saudi Airlines Company to Realize the Impact of Digital Transformation 业务数字化转型:评估沙特航空公司当前数字化运营模式以实现数字化转型影响的研究
Pub Date : 2020-05-31 DOI: 10.46593/ijaera.2020.v06i01.001
Ahmed Aljahdaly
Nowadays, digital transformation is a must for most organizations. It is a trend and interesting topic for companies across the world. During the past twenty years, technology has not only changed our personal lives but also changed the businesses around the world. Technology became the most important factor to the success and sustainability and the fast revolution of technology is changing the business industries environment and affecting the nature of competition and it is getting more aggressive. Digital transformation is one of the essential programs to achieve the vision of Saudi Arabia 2030. The kingdom has taken real steps towards implementing digital transformation. However, SAUDIA Airlines, the flag carrier and the biggest airline company at Saudi Arabia, has to be digitally transformed to be in-line with industry trends. The challenge is to transform SAUDIA’s entire digital experience into seamless experience to keep up with the competition. MIT-Capgemini digital transformation framework was the base of this study. The framework contains ten factors for successful digital transformation journey. All these factors have been analyzed and discussed. Finally, Interpretive Structural Modeling (ISM) has been used to prioritize the factors of framework and to define factors’ dependencies among each other.
如今,对于大多数组织来说,数字化转型是必须的。这是一个趋势,也是世界各地公司感兴趣的话题。在过去的二十年里,科技不仅改变了我们的个人生活,也改变了世界各地的商业。技术成为成功和可持续发展的最重要因素,技术的快速革命正在改变商业行业环境,影响竞争的性质,竞争变得更加激烈。数字化转型是实现沙特阿拉伯2030年愿景的重要项目之一。沙特王国已采取切实措施实施数字化转型。然而,作为沙特阿拉伯的旗舰航空公司和最大的航空公司,沙特阿拉伯航空公司必须进行数字化转型,以跟上行业趋势。挑战在于将沙特阿拉伯的整个数字体验转变为无缝体验,以跟上竞争对手的步伐。麻省理工学院-凯捷数字化转型框架是本研究的基础。该框架包含成功的数字化转型之旅的十个因素。对这些因素进行了分析和讨论。最后,利用解释结构建模(ISM)对框架中各因素进行了排序,并定义了各因素之间的依赖关系。
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引用次数: 0
A Methodology to improve Goodness of Fit when Replicating Empirical Data utilizing Artificial Intelligence 利用人工智能复制经验数据时提高拟合优度的方法
Pub Date : 2020-04-30 DOI: 10.46593/ijaera.2020.v05i12.001
A. A. Moreb, Naif Nahi Alharbi
Scientists and practitioners frequently resort to replicating empirical data when testing the validity of scientific theories or testing hypothesis. Commonly known probability distribution (Normal, Binomial, Exponential, etc.) are habitually assumed to fit the empirical data. To avoid complicated probability distributions, analysts find themselves tolerating poor values for the goodness of fit. In this paper, a methodology is introduced for replicating empirical data that succeeded in obtaining goodness of fit close to 100% compared to 87% goodness of fit using a known probability distribution. Moreover, Artificial Intelligence (AI) is developed spatially for this research to enhance accuracy further.
在检验科学理论或假设的有效性时,科学家和实践者经常求助于复制经验数据。通常假设已知的概率分布(正态分布、二项分布、指数分布等)拟合经验数据。为了避免复杂的概率分布,分析人员发现自己可以容忍较差的拟合优度值。本文介绍了一种方法,用于复制经验数据,成功地获得接近100%的拟合优度,而使用已知概率分布的拟合优度为87%。此外,为了进一步提高准确性,还在空间上开发了人工智能(AI)。
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引用次数: 0
Swarm Robotics: A Review from Mechanical Engineering Perspective 蜂群机器人:从机械工程的角度综述
Pub Date : 2020-03-31 DOI: 10.46593/ijaera.2020.v05i11.001
Avtar Singh, Gurpreet Singh Malhi, Taljeet Singh, Gurkirat Singh Bhatia
Swarm robotics is a method of collective robotics that has received a great deal of attention in recent years. Swarm robotics ambitions at growing structures that are robust, scalable and flexible. The literature is being analyzed from the swarm engineering perspective. We proposed taxonomies to research the swarm robotics literature: the techniques taxonomy, wherein we discussed the principle layout and analysis methods, etc. In this paper, we supplied a review of the state of the art in swarm robotics from a swarm engineering perspective. We foresee that, as swarm robotics is further advanced and as it is used to address real-world applications, the need for a swarm engineering will increase. In the conclusions, we additionally diagnosed a few open issues along with swarm engineering aspects at underdeveloped level.
蜂群机器人是近年来受到广泛关注的一种集体性机器人技术。蜂群机器人的目标是建造坚固、可扩展和灵活的结构。从群体工程的角度对文献进行分析。我们提出了分类方法来研究群体机器人的文献:技术分类法,其中讨论了原理布局和分析方法等。在本文中,我们从群体工程的角度对群体机器人技术的现状进行了回顾。我们可以预见,随着群体机器人技术的进一步发展,以及它被用于解决现实世界的应用,对群体工程的需求将会增加。在结论中,我们还诊断了一些不发达水平的群体工程方面的开放性问题。
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引用次数: 0
A Study of Aircraft Damage Accidents and Safety Culture in the Ground Services in an Airlines Company 某航空公司地面服务中飞机损坏事故与安全文化研究
Pub Date : 2020-02-28 DOI: 10.46593/ijaera.2020.v05i07-8-9-10.001
A. Aljehani, Mohamed A. Zytoon
The performance of the airline industry is highly affected by ground services operations. For instance, a failure in one ground operation activity could result in the poor on-time performance of the airline's companies. The objective of the current study is to analyze the causes of ground operations accidents that resulted in aircraft damages in an airlines company in Saudi Arabia. Furthermore, the safety culture of the ground operators was assessed. The number of accidents during the period 2016-2019 was found high. The main causes were unsafe operator act and unsafe supervision. Also, the safety culture questionnaire revealed that other causes had a role in developing unsafe acts, such as organizational aspects. The study recommends improving many organizational aspects such as properly designed procedures, roles and responsibilities, training, communication and reporting system, equipment maintenance schedule, field inspections, strict and supportive supervision, as well as fair workload and compensation. Improving these aspects should reflect on the safety culture and behaviour of operators and immediate supervisors. The result is reduced aircraft damage accidents and on-time performance improvement.
航空业的业绩受到地面服务运营的高度影响。例如,一项地面操作活动的失败可能导致航空公司的准点率不佳。本研究的目的是分析导致沙特阿拉伯一家航空公司飞机损坏的地面操作事故的原因。此外,还对地面操作人员的安全文化进行了评估。2016-2019年期间的事故数量很高。造成事故的主要原因是不安全的操作人员行为和不安全的监管。此外,安全文化问卷显示,其他原因在发展不安全行为方面也起作用,例如组织方面。研究报告建议改进许多组织方面,例如适当设计的程序、作用和责任、培训、通讯和报告制度、设备维修时间表、实地检查、严格和支助性监督以及公平的工作量和补偿。改进这些方面应反映在操作人员和直接主管的安全文化和行为上。其结果是减少了飞机损坏事故并提高了准点率。
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引用次数: 0
Determining Optimum Number of Flight Deck Crew from HR Perspective 从人力资源角度确定飞行甲板机组人员的最佳人数
Pub Date : 2019-10-31 DOI: 10.46593/ijaera.2019.v05i06.001
Eng. Muhammad bin Abdullah Nour, O. Taylan
Airline companies are usually facing high flight deck crew (FDC) costs. They usually go through three different stages just to determine the FDC. First is the network and scheduling which translates customer demand into flying hours. Second, the manpower planning which convert flying hours in terms of FDC. The third is the crew scheduling, which is pairing, assignment, and recovery from irregular operations. This study aims to focus on helping the manpower planning department in an airlines company to find out the availability of new methods for determining the optimum FDC with minimum possible cost. One important function of HR is the Strategic Workforce Planning (SWP). In other words, the succession planning. SWP focuses on two types of positions; the critical, and the pivotal. Since FDC positions (Captains and First Officers) are very critical, so they are the most important positions in any aviation -airline- company. Three new theories have been developed and proposed in the literature. The results and findings showed that two of the three theories give better results, an airline company can save up to 75 million $ per annum.
航空公司通常面临着飞行机组人员(FDC)的高额成本。他们通常会经过三个不同的阶段来确定FDC。首先是网络和日程安排,将客户需求转化为飞行时间。第二,将飞行时数转换为FDC的人力规划。第三是机组调度,即结对、分配和从不正常操作中恢复。本研究旨在帮助航空公司的人力规划部门找出新方法的可用性,以尽可能低的成本确定最佳FDC。人力资源的一个重要功能是战略劳动力规划(SWP)。换句话说,继任计划。SWP侧重于两种类型的职位;关键和关键。由于FDC职位(机长和副驾驶)非常关键,因此它们是任何航空公司中最重要的职位。文献中提出了三个新的理论。结果和发现表明,三种理论中的两种给出了更好的结果,航空公司每年可以节省高达7500万美元。
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引用次数: 0
Forecasting and Scheduling of Flight Deck Crew and Cabin Crew Headcount in SAUDIA Until 2025 沙特阿拉伯到2025年飞行甲板机组人员和客舱机组人员人数的预测和调度
Pub Date : 2019-09-30 DOI: 10.46593/ijaera.2019.v05i05.001
Khaled Mohammed Almegheiwly, Mohammed A. Balubaid
Manpower planning is one of the most important key functions in any organization. It deals with putting the right number and kind of the people, at the right time in the right place to achieve the organization’s objectives. It must be a system approach to plan the manpower in any organization. Flight deck crew and cabin crew are the heart of any airlines company. They need to be trained for months and years to be ready for their jobs. So, the airlines companies need to have a good manpower planning to forecast the future need and plan for their future. However, SAUDIA airlines has an ambitious plan to expand their network, open new destinations and increase the number of passengers per year in the near future. There are many factors was considered to predict the number of the needed cabin crew and the flight deck crew. Saudi Vision 2030 has a lot of ambitious plans to increase the number of pilgrims per year. Also, Saudi Vision 2030 focuses on the tourism industry in Saudi Arabia which will reflect on the demand for flights from and to Saudi Arabia. The study identified the needed manpower for the cabin crew and the flight deck crew until 2025 considering the monthly block hours for the last five years, percentage of augmented flight deck crew, type of the aircrafts, number of each type and the allowances as an input. The output was the number of the needed flight deck crew and the cabin crew till 2025. In addition, the future demand was predicted considering the plans in Saudi Vision2030. Network planning department in SAUDIA airlines was the source to collect relevant data. These data were analyzed using simple moving average forecasting. Additional to that, SAUDIA models were used to determine the needed manpower for the flight deck crew and the cabin crew until 2025. Finally, Saudi Vision2030 programs was considered in order to predict the future considering the present time events and their potential interaction. It is found that SAUDIA need to hire more captains, first officers, cabin managers and cabin attendants and prepare training plans to be ready for the future.
人力资源规划是任何组织中最重要的关键职能之一。它涉及到在正确的时间,在正确的地点,安排正确数量和类型的人员,以实现组织的目标。任何组织的人力资源计划都必须是一个系统的方法。驾驶舱机组人员和客舱机组人员是任何航空公司的核心。他们需要接受数月或数年的培训,为他们的工作做好准备。因此,航空公司需要有一个良好的人力规划,以预测未来的需求和规划他们的未来。然而,沙特阿拉伯航空公司有一个雄心勃勃的计划,在不久的将来扩大他们的网络,开辟新的目的地,每年增加乘客数量。有许多因素被考虑到预测所需的客舱机组人员和飞行甲板机组人员的数量。沙特2030愿景有很多雄心勃勃的计划,以增加每年朝圣者的数量。此外,沙特2030愿景侧重于沙特阿拉伯的旅游业,这将反映进出沙特阿拉伯的航班需求。这项研究以过去五年的每月工作时数、增加的飞行甲板机组人员的百分比、飞机类型、每种类型的数量和津贴作为输入,确定了到2025年客舱机组人员和飞行甲板机组人员所需的人力。输出是到2025年所需的飞行甲板机组人员和客舱机组人员的数量。此外,考虑到沙特愿景2030的计划,预测了未来的需求。沙特阿拉伯航空公司的网络规划部门是收集相关数据的来源。采用简单移动平均预测法对这些数据进行分析。除此之外,沙特阿拉伯模型还用于确定飞行甲板机组人员和客舱机组人员到2025年所需的人力。最后,考虑了沙特2030年愿景计划,以预测未来,考虑到现在的时间事件及其潜在的相互作用。研究发现,沙特阿拉伯需要雇佣更多的船长、副驾驶、客舱经理和乘务员,并准备培训计划,为未来做好准备。
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引用次数: 0
Design of a MATLAB Graphical User Interface for Advanced PC-based Phonocardiography 基于pc的高级心音造影MATLAB图形用户界面设计
Pub Date : 2019-08-31 DOI: 10.46593/ijaera.2019.v05i04.001
A. Giorgio, Apollonio Francesca
In this paper the design of a Graphical User Interface (GUI) is proposed for healthcare applications. The GUI is designed in MATLAB environment and is specifically suitable for advanced phonocardiography (PCG). This diagnostic method is more and more important nowadays, due to the advances in signal processing methods and computer processors performances in order to detect with a simple PC based electronic stethoscope, pathologies otherwise detectable with much more expensive and time-consuming medical techniques and devices.
本文提出了一种用于医疗保健应用的图形用户界面(GUI)设计。该图形用户界面是在MATLAB环境下设计的,特别适用于高级心音图(PCG)。由于信号处理方法和计算机处理器性能的进步,这种诊断方法在当今越来越重要,以便用一个简单的基于PC的电子听诊器来检测病变,否则要用更昂贵和耗时的医疗技术和设备来检测。
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引用次数: 0
Economic Reliability Test Plan for Burr Type X Distribution X型毛刺分布的经济可靠性试验计划
Pub Date : 2019-07-31 DOI: 10.46593/ijaera.2019.v05i03.001
M. S. Ravikumar, A. N. Durgamamba, R. Kantam
The Burr Type X distribution is considered as a probability model for the lifetime of the product. Sampling plans in which items that are put to test, to collect the life of the items in order to decide upon accepting or rejecting a submitted lot, are called reliability test plans. A test plan to determine the termination time of the experiment for a given sample size, producer’s risk and termination number is constructed. The preferability of the present test plan over similar plans exists in the literature is established with respect to time of the experiment. Results are illustrated by an example.
毛刺类型X分布被认为是产品寿命的概率模型。在抽样计划中,对项目进行测试,收集项目的寿命,以决定接受或拒绝提交的批次,称为可靠性测试计划。在给定样本量、生产者风险和终止数的情况下,构建了一个确定实验终止时间的测试计划。在实验时间方面,本试验方案优于文献中存在的类似方案。算例说明了结果。
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引用次数: 1
Medical and Astronomical Applications of Raman Spectroscopy 拉曼光谱在医学和天文学上的应用
Pub Date : 2019-06-30 DOI: 10.46593/ijaera.2019.v05i02.001
Prashast Sharda, Tanisha Tyagi, Naresh Kumari
The main purpose of this paper is to study the applications of Raman Spectroscopy in the fields of medicine and astronomy. These applications show the involvement of Raman Spectroscopy, rendering qualitative and quantitative aspects of various fields like medicine, astronomy, geosciences, defense etc. These applications have proven to be lucrative in the said fields; such as, by determining the health of an unborn child in the medical field. It has helped many astronomers in uncovering the various secrets of the cosmos as well. The ability of Raman spectroscopy to probe the vibration modes of emission of different molecules either by absorption or emission spectra has innumerable applications which will be discussed further in the paper, in order to give the readers a complete panorama of the field with respect to its applications.
本文的主要目的是研究拉曼光谱在医学和天文学领域的应用。这些应用显示了拉曼光谱的参与,呈现了医学、天文学、地球科学、国防等各个领域的定性和定量方面。事实证明,这些应用在上述领域是有利可图的;例如,通过在医学领域确定未出生婴儿的健康状况。它也帮助许多天文学家揭开了宇宙的各种秘密。拉曼光谱通过吸收或发射光谱探测不同分子发射振动模式的能力有无数的应用,将在本文中进一步讨论,以使读者对该领域的应用有一个完整的全景。
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引用次数: 0
Design of a UART –to- Bell202 converter SoC by using Altera-Intel FPGA 基于Altera-Intel FPGA的UART - Bell202转换器SoC设计
Pub Date : 2019-05-31 DOI: 10.46593/ijaera.2019.v05i01.001
A. Giorgio, Paris Francesco
The widespread use of Field Programmable Gate Array (FPGA) in the consumer electronics market makes designers integrate more and more solutions with these programmable logic devices. In this paper, the authors use a CYCLONE V 5CSEMA5FC31C6N Altera-Intel FPGA in order to implement a UART-to-Bell202 converter for the direct interfacing of an FPGA with an analogue line on the voice band, not still available for industrial and consumer electronic for communications applications. In particular, a transmitter is created with an Audio Shift Keying modulation without phase continuity, capable of converting UART signals coming from any UART transmitter (for example a personal computer, PC) into a modulated signal. The design has been performed using the Terasic DE1-SoC development board, while instrumental tests have been performed with a ZEROPLUS LAP-C logic states analyzer and a CML1102 oscilloscope..
现场可编程门阵列(FPGA)在消费电子市场的广泛应用,使得设计人员将越来越多的解决方案与这些可编程逻辑器件集成在一起。在本文中,作者使用CYCLONE V 5CSEMA5FC31C6N Altera-Intel FPGA来实现UART-to-Bell202转换器,用于FPGA与语音频段上的模拟线的直接接口,该语音频段仍不可用于工业和消费电子通信应用。特别地,用无相位连续性的音频移位键控调制创建发射机,能够将来自任何UART发射机(例如个人计算机,PC)的UART信号转换为调制信号。该设计已使用Terasic DE1-SoC开发板进行,而仪器测试已使用ZEROPLUS LAP-C逻辑状态分析仪和CML1102示波器进行。
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引用次数: 0
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International Journal of Advanced Engineering Research and Applications
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