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Optimal reservoir operation policy determination for uncertainty conditions 不确定条件下油藏最优调度策略的确定
Pub Date : 2022-12-29 DOI: 10.17993/3cemp.2022.110250.277-295
S. Choudhari, M. Kumbhalkar, D. V. Bhise, M. Sardeshmukh
In recent years, optimising reservoir operations has emerged as a hot topic in the field of water resources management. Heuristic approaches to reservoir operation that incorporate rule curves and, to some extent, operator discretion have been the norm in the past. With so many stakeholders involved in water management, it can be difficult to strike a happy medium between everyone's needs and wants. The dissertation proposes a method for transforming traditional reservoir operation into optimal strategies, allowing users to take advantage of the rapid development of computational techniques. This research creates and applies a Multi Objective Fuzzy Linear Programming (MOFLP) model to the monthly operating policies of the stage-I Jayakwadi reservoir located on the Godavari, the largest river in the Indian state of Maharashtra. In order to formulate the problem, we use two objective functions—maximizing irrigation releases and maximising power production releases. The constraints of the study are considered, including turbine release, irrigation demand, reservoir storage capacity, and continuity of reservoir storage. Utilizing linear membership functions, the objective functions are fuzzily defined. All other model parameters except for the goals are assumed to be hard and fast rules. Maximum Happiness Operating Policy (MOFLP) was used to determine the best course of action.
近年来,水库调度优化已成为水资源管理领域的研究热点。在过去,油藏作业的启发式方法结合了规则曲线,在某种程度上,操作员的自由裁量权已经成为常态。由于有如此多的利益相关者参与水资源管理,很难在每个人的需求和愿望之间找到一个满意的中间点。本文提出了一种将传统的水库作业转化为最优策略的方法,使用户能够利用快速发展的计算技术。本研究创建了一个多目标模糊线性规划(MOFLP)模型,并将其应用于位于印度马哈拉施特拉邦最大河流Godavari上的Jayakwadi水库一期的月度运行政策。为了表述这个问题,我们使用了两个目标函数——最大化灌溉释放和最大化电力生产释放。考虑了约束条件,包括水轮机放水量、灌溉需求、水库蓄水量和水库蓄水量的连续性。利用线性隶属函数对目标函数进行模糊定义。除了目标之外,所有其他模型参数都假定为硬性规则。采用最大幸福操作策略(MOFLP)确定最佳行动方案。
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引用次数: 4
Two-commodity perishable inventory system with partial backlog demands. 具有部分积压需求的双商品易腐库存系统。
Pub Date : 2022-12-29 DOI: 10.17993/3cemp.2022.110250.33-48
N. Anbazhagan, B. Sivakumar, S. Amutha, S. Suganya
This article examines a two-commodity continuous review perishable inventory system. The demands are arrived at for each product by independent Markovian arrival processes (MAP). Lifetimes follow an exponential distribution. The commodities are assumed to be substitutable. If both commodities have reached zero, demand is backlogged up to predetermined levels. This article’s novelty has been a local purchase, which is made to clear the backlog instantaneously when demand reaches a predetermined level. In the steady-state, the joint probability distribution of inventory levels of both commodities is obtained. Several metrics of system performance in steady-state are derived and also provided as numerical examples to explain the optimum values of the system’s parameters.
本文研究了一种双商品连续复核易腐库存系统。通过独立的马尔可夫到达过程(MAP)到达每种产品的需求。寿命遵循指数分布。假定这些商品是可替代的。如果这两种大宗商品都跌至零,需求积压就会达到预定水平。本文的新奇之处是本地购买,当需求达到预定水平时,它可以立即清除积压。在稳态下,得到了两种商品库存水平的联合概率分布。导出了系统稳态性能的几个指标,并提供了数值例子来解释系统参数的最优值。
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引用次数: 0
Retrieving the Missing Data From Different Incomplete Soft Sets 不同不完全软集中缺失数据的检索
Pub Date : 2022-12-29 DOI: 10.17993/3cemp.2022.110250.104-114
J. Srivastava, Sudhir Maddheshiya
Dealing an incomplete information has been a major issue in the theory of soft sets. In this paper, we have presented an approach to deal with incomplete soft set, incomplete fuzzy soft set and incomplete intuitionistic fuzzy soft set. For this purpose we have discussed about the notion of distance between two objects (parameters) which will be used to compute the degree of interdependence between them. This approach will use the full information of known data and the relationships between them. Data filling converts an incomplete soft set into complete one which makes the soft sets applicable not only to decision making but also to other fields.
不完全信息的处理一直是软集理论中的一个主要问题。本文提出了一种处理不完全软集、不完全模糊软集和不完全直觉模糊软集的方法。为此,我们讨论了两个对象(参数)之间的距离的概念,它将用于计算它们之间的相互依赖程度。这种方法将使用已知数据的全部信息以及它们之间的关系。数据填充将不完整的软集转换为完整的软集,使软集不仅适用于决策,而且适用于其他领域。
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引用次数: 1
A secured architecture for IoT-based healthcare system 基于物联网的医疗保健系统的安全架构
Pub Date : 2022-12-29 DOI: 10.17993/3cemp.2022.110250.222-230
Palak Barapatre, Yash Ingolikar, Prajakta Desai, Pooja Jajoo, Prasheel N. Thakre
Healthcare has gradually moved away from the model centered on traditional health centers due to the emergence of highly accurate sensors and Internet of Things (IoT) enabled medical equipment. Ambient intelligence takes whatever actions are required in response to a recognized event in order to enable continuous learning about patient data. The capabilities of IoT-assisted healthcare services might be improved by incorporating autonomous control and human-computer interface (HCI) technologies into ambient intelligence. Major unsolved issues include the privacy and security of information collected by medical IoT devices, both during transmission to and during cloud storage. This research explores different techniques, IoT factors, and features, with an emphasis on the data security concerns connected to data flow in medical IoT. In order to guarantee data security and privacy at all data levels, this study suggests a safe design for the IoT healthcare system.
由于高精度传感器和支持物联网(IoT)的医疗设备的出现,医疗保健逐渐摆脱了以传统医疗中心为中心的模式。环境智能采取任何必要的行动来响应已识别的事件,以实现对患者数据的持续学习。通过将自主控制和人机界面(HCI)技术纳入环境智能,可以提高物联网辅助医疗保健服务的能力。主要未解决的问题包括医疗物联网设备在传输到云存储和在云存储期间收集的信息的隐私和安全。本研究探讨了不同的技术、物联网因素和特征,重点关注医疗物联网中与数据流相关的数据安全问题。为了保证所有数据级别的数据安全和隐私,本研究提出了物联网医疗保健系统的安全设计。
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引用次数: 4
Empirical analysis of machine learning-based energy efficient cloud load balancing architectures: a quantitative perspective 基于机器学习的节能云负载平衡架构的实证分析:定量视角
Pub Date : 2022-12-29 DOI: 10.17993/3cemp.2022.110250.232-248
K.R. Singh, A. D. Gaikwad, S. Kamble
Design of energy efficient load balancing models in cloud environments requires in-depth analysis of the cloud architecture and nature of requests served by the cloud. Depending upon these parameters, machine learning models are designed which aim at assigning best possible resource combination to serve the given tasks. This assignment varies w.r.t. multiple task and cloud parameters; which include task time, virtual machine (VM) performance, task deadline, energy consumption, etc. In order to perform this task, a wide variety of algorithms are developed by researchers cloud designers. Each of these algorithms aim at optimizing certain load balancing related parameters; for instance, a Genetic Algorithm (GA) designed for optimization of VM utilization might not consider task deadline before task allocation to the VMs. While, algorithms aimed at performing deadline aware load balancing might not provide effective cloud-to-task-mapping before allocation of tasks. Thus, it becomes difficult for researchers to select the best possible algorithms for their cloud deployment. In order to reduce this ambiguity, the underlying text compares different energy efficient cloud load balancing algorithms; and evaluates their performance in terms of computational complexity, and relative energy efficiency. This performance evaluation is further extended via inter architecture comparison; in order to evaluate the most optimum load balancer implementation for a given energy efficient application. Thus, after referring this text, researchers and cloud system designers will be able to select optimum algorithmic implementations for their given deployment. This will assist in reducing cloud deployment delay, and improving application specific load balancer performance.
在云环境中设计节能负载平衡模型需要深入分析云架构和云服务请求的性质。根据这些参数,机器学习模型的设计旨在分配最佳的资源组合来服务于给定的任务。这个任务不同于多个任务和云参数;包括任务时间、虚拟机(VM)性能、任务截止日期、能耗等。为了完成这项任务,研究人员云设计人员开发了各种各样的算法。每一种算法都旨在优化某些与负载平衡相关的参数;例如,为优化虚拟机利用率而设计的遗传算法(GA)在向虚拟机分配任务之前可能不考虑任务截止日期。然而,旨在执行截止日期感知负载平衡的算法可能无法在分配任务之前提供有效的云到任务映射。因此,研究人员很难为他们的云部署选择最好的算法。为了减少这种歧义,底层文本比较了不同的节能云负载平衡算法;并根据计算复杂度和相对能源效率来评估它们的性能。通过架构间的比较进一步扩展了性能评估;以评估给定节能应用程序的最优负载平衡器实现。因此,在参考本文后,研究人员和云系统设计人员将能够为他们给定的部署选择最佳算法实现。这将有助于减少云部署延迟,并改进特定于应用程序的负载平衡器性能。
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引用次数: 1
Análisis exploratorio espacial del índice de feminización de las ocupaciones militares en las demandas de empleo 军事职业女性化率在就业需求中的空间探索性分析
Pub Date : 2022-02-24 DOI: 10.17993/3cemp.2022.110149.45-65
Ángel Manzanares Gutiérrez, Catalina Nicolás Martínez, Cesar García Pina
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引用次数: 0
Empresas y prevención del lavado de dinero en México 墨西哥的商业和防止洗钱
Pub Date : 2022-02-24 DOI: 10.17993/3cemp.2022.110149.67-83
Germán Martínez Prats, Yazmín Isolda Álvarez García, Francisca Silva Hernández
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引用次数: 0
Midiendo el impacto de los envases en el vino, un estudio de neuromarketing 测量包装对葡萄酒的影响,一项神经营销研究
Pub Date : 2022-02-24 DOI: 10.17993/3cemp.2022.110149.17-43
Daniel Serrano Agudelo, Magdalena Lomello, Ana Mengual Recuerda, David Juárez Varón
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引用次数: 0
Consumer empowerment in the digital media marketing age: a comparative literature review and trends across selected countries 数字媒体营销时代的消费者赋权:比较文献综述和选定国家的趋势
Pub Date : 2022-02-24 DOI: 10.17993/3cemp.2022.110149.149-177
Sanya Shahid, J. Qureshi
Globally, environment and consumer interactions are rapidly changing due to digital technologies and digital media marketing. The introduction of new digital technologies and the complexity it has brought about has led to a change in the old marketing paradigm. Traditional consumer dynamics have evolved drastically with innovative ways to interact, communicate and connect with consumers supported by digital technologies. With the progression of new age digital marketing mediums communication practices have transformed and consumers have become empowered, which has led to a shift in the balance of power towards consumers. Consumer empowerment is considered as an integrated factor which promotes adoption of digital media as it allows a consumer to communicate and share views with others. With the increased user-generated content available online, there has been a shift of power from practitioners to consumers and as such it is an important factor in the adoption of digital media. This paper applied a semi-systematic comparative literature review about the elements of digital media that lead to consumer empowerment in the context of Pakistan, and compared them with China, South Korea, and Mexico, which are the highest spending countries in digital advertising in 2021. It was found that in comparison with China and South Korea, Pakistani and Mexican brands and organizations were not well equipped to meet the multifaceted challenges of digital transformation.
在全球范围内,由于数字技术和数字媒体营销,环境和消费者的互动正在迅速改变。新数字技术的引入及其带来的复杂性导致了旧营销范式的变化。在数字技术的支持下,传统的消费者动态随着与消费者互动、沟通和联系的创新方式而发生了巨大的变化。随着新时代数字营销媒介的发展,传播实践发生了转变,消费者获得了权力,这导致了权力平衡向消费者倾斜。消费者授权被认为是促进采用数字媒体的一个综合因素,因为它允许消费者与他人沟通和分享观点。随着在线用户生成内容的增加,权力已经从从业者转移到消费者,因此这是采用数字媒体的一个重要因素。本文对巴基斯坦背景下导致消费者赋权的数字媒体要素进行了半系统的比较文献综述,并将其与中国、韩国和墨西哥进行了比较,这三个国家是2021年数字广告支出最高的国家。调查发现,与中国和韩国相比,巴基斯坦和墨西哥的品牌和组织并没有很好地应对数字化转型的多方面挑战。
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引用次数: 3
Inteligencia Emocional y desempeño de colaboradores en empresa tecnológica en Lima 利马一家科技公司的情商和员工表现
Pub Date : 2022-02-24 DOI: 10.17993/3cemp.2022.110149.119-147
Karina Raquel Bartra Rivero, Olga Lucía Torres Rubiano, Miguel Sebastián Armesto Céspedes
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引用次数: 0
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3C Empresa. Investigación y pensamiento crítico
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