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Application of Virtual Local Area Network Technology in smart Grid

Application of Virtual Local Area Network Technology in Smar...

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international conference on Cyber Security Intelligence and analytics, CSIA 2020

作者： Chen, Rui Yan, Mengqiu Qiu, Ziliang Shenzhen Power Supply Limited Company Shenzhen51800 China

ISBN: (纸本)9783030433055

The management of the smart grid operation process requires massive data. How to quickly, reliably transmit, process, and store these data becomes a necessary topic for effective management of the smart grid. This article mainly studies the application of virtual local area network technology in smart grid. Based on the analysis of the basic characteristics of smart grid management, this paper designs a three-layer switched virtual local area network (VLAN), which effectively divides the distributed smart grid data management system into subsystems that are not restricted by geographical locations and have clear logical communication units. In the experiments of this paper, because the client and server in the service-based VLAN are usually in the same VLAN, only about 10% of the communications that randomly occur between the VLANs need to be routed, which is basically stable at 0% to 4%. between. The VLAN based on the traditional policy decreases the routing amount as the maximum number of hosts in the same VLAN increases. It can be seen that the system in this paper can effectively reduce network congestion and improve the efficiency of smart grid data processing. © Springer Nature Switzerland AG 2020.

关键词： smart power grids

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Distributed database design and heterogeneous data fusion method applied to the management and control platform of green building complex 3rd

Distributed database design and heterogeneous data fusion me...

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3rd international conference on smart Innovations in Communications and Computational Sciences, ICSICCS 2020

作者： Liu, Wen-xia Wu, Wen-jing Dong, Wei-hua Wang, Dong-lin Long, Chao Qu, Chen-fei Liu, Shuang Tian Jin Architecture Design Institute Tian Jin300074 China

ISBN: (纸本)9789811553448

Ecological green has become the basic national policy in China. Green buildings are springing up in large numbers, but there are few corresponding solutions. In view of the characteristics of various complex data produced by the green building complex with many business forms and green technologies, and the difficulty of unified management and control, this paper proposes to establish a two-level distributed database to deal with the heterogeneous data and adopt the method of service data object-based middleware and data warehouse to deal with the data. According to the response requirements and data requirements of different functions of the platform, data fusion is performed in different ways. Query speed of data is optimized. And then reach the unified management of green building complex. © Springer Nature Singapore Pte Ltd 2021.

关键词： data warehouses

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intelligent Media Technology Empowered Brand Communication of Chinese Intangible Cultural Heritage

Intelligent Media Technology Empowered Brand Communication o...

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international conference on Machine Learning and Big data analytics for IoT Security and Privacy, SPIoT 2020

作者： Cui, Lei Shao, Xiaofen School of Marxism Tongling University TonglingAnhui244000 China

ISBN: (纸本)9783030627454

intelligent media technology has the characteristics of immersive experience in all aspects, blended user experience and two-way interactive experience, creating a new pseudo-environment between users and information, capturing the attention of fast-paced information consumer audiences, and achieving accurate push. Expanded the intangible cultural heritage (ICH) communication groups and consumer subjects, and built a brand-new modern communication network for the communication of ICH, which is of great significance for building the national cultural soft power and improving the national image. Establish Chinese ICH brand communication system by improving the accuracy of branded communication, refining core brand symbols and values, strengthening the development and communication of brand creativity, and protecting the intellectual property rights of communication brands, but must also follow the rules of modern information communication to strengthen community protection of ICH, achieve an orderly and harmonious development. © 2021, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Image enhancement

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Research on the Development and Management of Electric Energy Under the Background of Big data

Research on the Development and Management of Electric Energ...

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international conference on Machine Learning and Big data analytics for IoT Security and Privacy, SPIoT 2020

作者： Dong, Zhen Wang, Yanqin Wang, Yong Xu, Ning Wang, Dongchao State Grid Hebei Electric Power Company ShijiazhuangHebei050000 China State Grid Hebei Electric Power Company Economic Research Institute ShijiazhuangHebei050000 China

ISBN: (纸本)9783030627423

The report of the 19th National Congress of the Communist Party of China pointed out that "socialism with Chinese characteristics has entered a new era", and China’s economy has changed from a high-speed development to a high-quality development stage. The adjustment of power energy structure and market-oriented reform have been pushed forward in depth. One belt, one road, is the traditional cost management mode. The first is that the traditional power project cost above the budget quota has been unable to meet the needs of the full market competition. Two, the new technologies change rapidly in complex power engineering. At the same time, the overseas electricity market is broader. This puts forward new requirements for the cost management of electric power engineering. At this time, the management based on cost big data will bring more convenience to the cost management. © 2021, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Big data

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Geospatial Dashboards for intelligent Multimodal Traffic Management 18

Geospatial Dashboards for Intelligent Multimodal Traffic Man...

引用

IEEE international conference on Pervasive computing and Communications (PerCom)

作者： Van Gheluwe, Casper Semanjski, Ivana Hendrikse, Suzanne Gautama, Sidharta Univ Ghent Dept Ind Syst Engn & Prod Design Ghent Belgium Flanders Make Ind Syst Engn ISyE Lommel Belgium De Staatse Ruiter Ghent Belgium

ISBN: (纸本)9781728147161

This paper presents the current status and future outlook of Traffic Management as a Service (TMaaS). TMaaS is an innovative web platform that provides a cloud-based vendor-neutral multimodal traffic management solution for small and medium-sized cities. Urban mobility data from several stakeholders and public service providers is integrated and visualized in a clean, intuitive and customizable interface for traffic operators and citizens.

关键词： traffic management as a service traffic management urban mobility smart city data integration data visualization

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Internet of Things and Social Media: A review of Literature and Validation from Twitter analytics 2

Internet of Things and Social Media: A review of Literature ...

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2nd IEEE international conference on Emerging smart computing and Informatics (ESCI)

作者： Kumar, Raman Anand, Abhinav Kumar, Prashant Kumar, Rishi Kant State Bank India Zonal Off Bhagalpur India Univ Delhi Coll Vocat Studies New Delhi India Indian Inst Technol Dept Management Studies Delhi India

ISBN: (纸本)9781728152639

In today's Era, we are associated with the Internet of Things (IoTs) by some means every time. One broad use of IoTs devices like a smartphone which is utilized for each segment of people. People are using IoT devices either by knowing that they are using or either unconsciously. At the same time, the research related to IoT is also growing at an accelerated rate which leads to asking questions like how much people are aware of IoTs that they are using every day. How much are academic research on the IoT, and Social media matured? This paper presents a comparative analysis of findings from the research on IoT & Social media and from the public talks on IoT on Social Media. We have used the Social media analytics framework for analyzing the data collected from Twitter. Our findings suggest that academic research is more focused on technical aspects of IoT artifacts, while public talks are more towards the use of IoT in different sectors like healthcare, artificial intelligence, etc.

关键词： Social media analytics bidgata Twitter analytics Sentiment analysis IoT

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Blockchain application based smart power grid system

Blockchain application based smart power grid system

引用

international conference on Applications and Techniques in Cyber Intelligence, ATCI 2020

作者： Yang, Yan-Dong Li, Yong-Guang Yang, Qing Chen, Ze Liu, Wei-Lin Electric Power Research Institute State Grid Xinjiang Electric Power Co. Ltd. Urumchi830000 China Electric Power Dispatching Control Center State Grid Xinjiang Electric Power Co. Ltd. Urumchi830000 China Power Dispatching Control Center Turpan Power Supply Company State Grid Xinjiang Electric Power Co. Ltd. Turpan838000 China Power Dispatching Control Center State Grid Xinjiang Power Company Limited and Hetian Power Supply Company Hotan848000 China Power Grid Technology Center State Grid Xinjiang Electric Power Co. Ltd. Urumchi830000 China

ISBN: (纸本)9783030539795

With the prosperity of wireless communication and ubiquitous sensing technology, smart grid has achieved rapid development in recent years. While smart grid technology has provided Convention and Efficiency to both power suppliers and consumers, it also raises new challenges. In this paper, we propose a secure and smart power grid system. By utilizing blockchain technology enables both secure transaction data storage and smart execution of contracts. The results of a large scale simulation with 1000 users show that besides its secure and smart features, smart power grid system is still as effective as traditional centralized methods. © The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2021.

关键词： smart contract

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ETL and Business analytics Correlation Mapping with Software Engineering 2nd

ETL and Business Analytics Correlation Mapping with Software...

引用

2nd international conference on Machine Learning and Information Processing, ICMLIP 2020

作者： Paikaray, Bijay Ku Dube, Mahesh R. Swain, Debabrata Department of CSE Centurion University of Technology and Management Bhubaneswar Odisha India Department of CSE Vishwakarma Institute of Technology Pune India Department of Data Science Department Christ University Lavasa Pune India

ISBN: (纸本)9789813348585

Large information approach can't be effectively accomplished utilizing customary information investigation strategies. Rather, unstructured information requires specific information demonstrating methods, apparatuses, and frameworks to separate experiences and data varying by associations. Information science is a logical methodology that applies scientific and measurable thoughts and PC instruments for preparing large information. At present, we all are seeing an exceptional development of data created worldwide and on the web to bring about the idea of large information. Information science is a significant testing zone because of the complexities engaged with consolidating and applying various strategies, calculations, and complex programming procedures to perform insightful investigation in huge volumes of information. Thus, the field of information science has developed from enormous information, or huge information and information science are indistinguishable. In this article we have tried to create bridge between ETL and software engineering. © 2021, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： data Science

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Cultural and Creative Design Service of Faw Red Flag Car Based on Big data Analysis Is Integrated with Automobile Industry

Cultural and Creative Design Service of Faw Red Flag Car Bas...

引用

international conference on Application of intelligent Systems in Multi-modal Information analytics, MMIA 2020

作者： Chen, Jingyi Jilin Engineering Normal University ChangchunJilin Province China

ISBN: (纸本)9783030514303

The mechanical speed of industrialization accelerating gave rise to the cultural creative design services and the fusion of traditional industries, since 2014, when prime minister li keqiang, promoting cultural creativity and design services and related industrial convergence development since this concept, the industry development of our country began to highlight the concept of culture creative services, the current this concept has gradually penetrated into all fields, most evident in the auto industry. This paper is to solve various problems in the fusion process and promote the deep integration of faw hongqi car cultural creative design service and automobile industry. This paper takes the development of faw hongqi sedan as a typical example, and analyzes the feasibility of integrating cultural creativity and design services with the automotive industry with the help of fusion algorithm. Finally, the main strategies to promote the deep integration of the two are obtained. The experimental results show that the integration of cultural and creative design services and automobile industry is conducive to promoting the transformation and upgrading of the automobile industry and realizing the sustainable development of the industry. © 2021, Springer Nature Switzerland AG.

关键词： Automotive industry

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Advanced analytics Techniques for Customer Activation and Retention in Online Retail

Advanced Analytics Techniques for Customer Activation and Re...

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3rd international conference on intelligent computing and Optimization, ICO 2020

作者： Matic, Igor Mrsic, Leo Keppler, Joachim Algebra University College Ilica 242 Zagreb10000 Croatia

ISBN: (纸本)9783030681531

In an age of ubiquitous, super-fast internet, online orders have been increasing exponentially. This, in turn, significantly increases the customer's options in terms of product range and price, and thus has an impact on the increased competition between companies. It was known that customers are often switching between offers and thus between companies or just stayed dormant. The associated decrease in the average order frequency therefore managing customer churn has a huge profit potential for each online retailer. For online retailers, customer loyalty and regular purchase behaviour is an important part of achieving the sales and margin targets so that maintaining and preserving the customer base. This paper uses the key performance indicators of one big online retail company to examine the current situation in detail and provide methods to reduce the churn. For this purpose, several aspects are used, ranging from the use of tracking software to record customer activities and interests in the online shop itself, to the resulting segmentation into various customer types and the precise calculation of customer lifetime value. These aspects converted to the numerical values are used to train machine learning model with goal to calculate a probable churn score. Additionally, the probability calculation for reordering is used as an input for further marketing activities together with estimation of financial uplift and profit potential. © 2021, The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： data analytics

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