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检索条件"任意字段=Conference on Advances in Optical Data Storage Technology"

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A Comprehensive Analysis of Approaches for the Digitization of Text using optical Character Recognition 14

A Comprehensive Analysis of Approaches for the Digitization ...

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14th International conference on advances in Computing, Control, and Telecommunication Technologies, ACT 2023

作者： Tyagi, Nemika Tanwar, Vineet Das, Bharat Chaudhary, Ankur School of Engineering and Technology Sharda University Uttar Pradesh Greater Noida India

With the ever-advancing field of data analytics and text mining, it is becoming quite evident how structured textual data can help enhance the amount of useful information that can be extracted from text material of all kinds. Unfortunately, a large amount of text data is only available in the offline form or stored in the form of images of text which makes it harder to be utilized for any kind of machine learning-based analytics. One of the ways to make this data productive is by converting it to online text by the means of optical Character Recognition (OCR.) A tremendous amount of research has been done in the past about the multitude of ways OCR can be applied for recognizing structured text from unstructured handwritten or digital text. In this paper, we explore this domain of text recognition and deep learning called OCR and provide an understanding of how this landscape has changed over the years while also answering some vital questions regarding the kinds of algorithms, datasets, and motivations behind these OCR research models. © Grenze Scientific Society, 2023.

关键词： optical character recognition

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data twin system based on high-dimensional data analysis 3

Data twin system based on high-dimensional data analysis

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3rd International conference on Electronics technology and Artificial Intelligence, ETAI 2024

作者： Li, Qiang Zhao, Feng Zhao, Linlin Qin, Xuhong Zhu, Yana Wang, Yubo State Grid Information & Telecommunication Group Co. Ltd. Beijing China Beijing State Grid Xintong Accenture Information Technology Co. Ltd. Beijing China

ISBN: (纸本)9781510683143

The integration of distributed massive renewable energy, energy storage, and electric vehicles has altered the original operation mode of the distribution network, transforming it from deterministic to stochastic, and from unidirectional to bidirectional power flow. Phenomena such as voltage exceeding limits, forward and reverse overloads, and reverse power flow in transformer zones have become increasingly frequent. Therefore, it is crucial to accurately and promptly grasp the operational status of the distribution network, eliminate potential safety hazards and operational risks, and ensure the safe and stable operation of the power grid. However, the distribution network faces challenges such as a wide distribution of points, complex structure, and incomplete coverage of measurement and acquisition points. With the construction of a new power system, the number of electrical equipment, generator nodes, and load nodes has multiplied, resulting in a surge in the amount of data and increasing demands for computational efficiency. Additionally, the complexity of the distribution network and the uncertainty of distributed power sources pose challenges for data identification and analysis. To address these issues, this paper proposes a high-dimensional data analysis technology based on digital twins, which is used to analyze the operational status of the distribution network and the interactive and collaborative relationship between power sources, loads, and storage. This approach enhances the management and control capabilities of optimal scheduling, maximum consumption[1], and safe and stable operation of the distribution network. © 2024 SPIE.

关键词： Power distribution networks

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A Novel data Burst Generation Algorithm Using Hysteresis Characterstics 1

A Novel Data Burst Generation Algorithm Using Hysteresis Cha...

引用

1st International conference on advances in Electrical, Electronics and Computational Intelligence, ICAEECI 2023

作者： Kumar, Rajinder Kumar, Karan Sharma, Sharad Department of ECE Ambala Mullana India

ISBN: (纸本)9798350342796

OBS technology, which is being actively researched as a potential option for the future backbone of the optical Internet, is already in use. This is because OBS can solve the optical buffer issue at switching nodes without the need for optical, electrical, and optical conversion. Additionally, OBS provides various classes of service without any ***, implementing an OBS network comes with several challenging issues that need to be addressed. These include concerns related to the edge router, managing burst offset times, and devising a robust burst assembly mechanism. Additionally, the core router necessitates solutions for tasks such as scheduling data bursts and control header packets, establishing protection and restoration mechanisms and resolving contention. This study primarily focuses on the burst assembly mechanism aspect of OBS. In this context, a novel algorithm for generating data bursts is proposed. The hysteresis characteristics of the queuing model at the entrance edge node of optical burst switching networks are used by this approach. Simulations that include Poisson and self-similar traffic patterns show how the method may adjust data burst sizes adaptively in response to the load that is being applied. This adaptability results in a notably high average utilization of data bursts while minimizing the need for frequent timer operations. Moreover, the algorithm proficiently addresses the challenge of persistent blockage problems in bandwidth reservation appeals, minimizes peak queuing delays, and diminishes the required burst magnitude. This collective effect leads to an improved utilization of data bursts for incoming IP traffic characterized by bursts. © 2023 IEEE.

关键词： data Burst Algorithm edge node network Poisson simulation traffic

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Research on multi-source heterogeneous sensory data fusion methods for user feedback 6

Research on multi-source heterogeneous sensory data fusion m...

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6th International conference on Computer Information Science and Application technology, CISAT 2023

作者： Mao, Zhengxiong Chuan, Tao Zhou, Jing Su, Wenwei He, Yingjun Mei, Donghui Li, Chenglin Information center of Yunnan Power Grid Co. Ltd Kunming650011 China

ISBN: (纸本)9781510668546

The current multi-source heterogeneous sensory data fusion lacks the application of user feedback, resulting in low user satisfaction of the data fusion results. In this regard, a multi-source heterogeneous perceptual data fusion method for user feedback is proposed. A multi-source heterogeneous perceptual data storage model is built to complete the acquisition and storage of data. Uniform semantic annotation of the stored data. Obtain user relevance feedback. Based on the feedback information, the dynamic feedback fusion of multi-source heterogeneous perceptual data is completed. The experiments show that the average user satisfaction of the method is 0.9534, which is a significant improvement and has high practical application value. © 2023 SPIE.

关键词： data fusion

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SpaceLink-ISS Connectivity End-to-End Demonstration (SLICED)

SpaceLink-ISS Connectivity End-to-End Demonstration (SLICED)

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IEEE Aerospace conference

作者： Koosha, Behzad Singh, Rob Sanders, Cameron Spicer, James Ratana, Ta Conrad, Robert SpaceLink Corp 8260 Greensboro DrSuite 503 Mclean VA 22102 USA

ISBN: (纸本)9781665490320

In Fall 2021, SpaceLink Corporation was selected by the Center for the Advancement of Science in Space (CASIS), manager of the International Space Station (ISS) U.S. National Laboratory, for a demonstration of its end-to-end space data relay service. SpaceLink will provide secure, continuous communications between terrestrial operators and an optical terminal on the ISS, enabling real-time, high-throughput connectivity for the onboard crew, systems, and various science experiments. In a highly competitive process, made available for companies and research teams to propose technology development concepts operating in Low Earth Orbit (LEO), CASIS selected the SpaceLink concept. With this selection, SpaceLink will advance its flight project in collaboration with the ISS National Laboratory. The SpaceLink relay network will succeed and exceed NASA's Tracking and data Relay Satellite System (TDRSS) with unprecedented capacity that leverages the latest optical communications technology advances. Demand for high-throughput, continuous orbital connectivity continues to grow with the ongoing proliferation of LEO satellites. SpaceLink's network is designed to help close the business case for Earth observation companies, commercial space stations, satellite services, launch vehicles, and space tugs. It also meets the requirements of the U.S. Government and close allies that are leveraging real-time, secure communications solutions. The SpaceLink ISS demonstration will validate a 10 Gigabit per second (Gbps) optical terminal communication link for realtime voice, video, and data relay for the ISS. Axiom Space, SpaceLink's implementation partner, will leverage its expertise in working with NASA and the ISS National Laboratory to support the SpaceLink payload mission integration, launch, and operations. Axiom will support SpaceLink as a liaison with NASA and will lead safety reviews to ensure SpaceLink hardware meets all ISS requirements. The SpaceLink-ISS Connectivity End to End

关键词： SpaceLink data Relay optical Communications International Space Station (ISS) Center for the Advancement of Science in Space (CASIS)

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Comparison and Loss Analysis of Efficient optical Routers 2

Comparison and Loss Analysis of Efficient Optical Routers

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2nd International conference for Advancement in technology, ICONAT 2023

作者： Sutar, Anand Gaikwad, Shilpa Bhadani, Reshav Dere, Atharva Domb, Rohit Malve, Shreya Bharati Vidyapeeth College of Engineering Electronics and Telecommunication Department Navi Mumbai India BVDU College of Engineering Electronics Department Pune India

ISBN: (纸本)9781665475174

Nowadays multi-core processors along with various other modules like RAM, ROM, Cache, etc are densely placed on a single chip. System on Chip (SOC) technology makes this possible. Also super-fast, low power, high bandwidth interconnections of networks are needed in SoC technology. In the past few years, on-chip processing demands have increased because of technological advances in 5G communications, IOT, Big data centers etc, which are not getting accomplished using electrical on-chip interconnection networks. All these requirements can be fulfilled with new generation technology called optical Networks on Chip (ONoC). In which electrical interconnections are replaced with optical interconnections. The ONoC performance depends on the optical Routers, which are the main part of ONoC. optical routers are one of the important and fundamental constituent of optical NoCs. Till date many researchers have proposed several optical Router designs, every router has its own advantages, disadvantages as well as features. In this paper, the most efficient and commonly referred optical routers are discussed and compared. © 2023 IEEE.

关键词： Network-on-chip

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SOH probability prediction for lithium-ion batteries based on improved DeepAR 10

SOH probability prediction for lithium-ion batteries based o...

引用

10th International conference on Energy Materials and Electrical Engineering, ICEMEE 2024

作者： Liang, Ziyi Cheng, Guixue School of Computer Science and Technology Shanghai University of Electric Power Shanghai China

ISBN: (纸本)9781510686243

As a key and core component of energy storage system, the safety and reliability of lithium-ion battery directly affect the comprehensive performance of energy storage system to a large extent. Aiming at the safety problem of energy storage batteries, a method for predicting the health state (SOH) of lithium batteries based on improved autoregressive recurrent neural network (DeepAR) was proposed. Firstly, the characteristic information such as capacity, internal resistance and time interval are extracted from the operating data of lithium batteries, and the features with strong correlation with battery health status are found through correlation analysis method as the input of health factors. Then, residual connections are introduced into the DeepAR model to reduce gradient disappearance during training, and the adaptive Dropout regularization method is used to improve the generalization ability of the model. Finally, the data set of lithium battery from University of Maryland is used to verify the validity of the model. The experimental results show that the maximum root mean square error (RMSE) is less than 0.01, and the mean absolute error (MAE) is less than 0.011. This method has high accuracy for SOH prediction of lithium-ion battery, and has certain application value for safety research of energy storage battery. © 2024 SPIE.

关键词： Batteries data modeling Performance modeling Education and training Resistance Neural networks Correlation coefficients Lithium Neurons Overfitting

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Innovative interactive design of eco-friendly digital water lanterns based on emotional data 3

Innovative interactive design of eco-friendly digital water ...

引用

3rd International conference on Advanced Manufacturing technology and Manufacturing Systems, ICAMTMS 2024

作者： Li, Shaqi Xiamen University Undergraduate Study Zhangzhou China

ISBN: (纸本)9781510681804

With the development of science and technology, digital technology has brought new possibilities to the field of environmental protection. As an innovative interactive design based on emotional data, the environmental protection digital water lamp combines environmental awareness and technological innovation, providing people with a unique experience. This paper takes the unique Lantern Festival in Xiamen as the starting point to discuss the balance between traditional cultural rituals and environmental protection. While maintaining the core values of cultural tradition, we should explore the new situation of environmental protection through innovative and interactive design. The digitization process driven by technological advances enables interactive devices to move beyond traditional communication methods. This study uses environmentally friendly materials and digital technologies to collect users' emotional data and display them in the form of digital water lamps to avoid river pollution. Through the interaction with the digital water lamp, the user releases the negative emotions and completes the prayer ritual. The two-way interaction of digital water lamps strengthens the personalized blessing experience and meets the needs of the contemporary conservation prayer culture. © 2024 SPIE.

关键词： River pollution

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Algorithm Implementation of Digital Protection System for Traditional Cultural Industry Based on Grey Clustering

Algorithm Implementation of Digital Protection System for Tr...

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2024 International conference on Mechatronics and Intelligent Control, ICMIC 2024

作者： Chen, Hongxia Hou, Lanbao School of Literature and Media Jingchu University of Technology Jingmen448000 China School of Mathematics and Physics Jingchu University of Technology Jingmen448000 China

ISBN: (数字)9781510686847

ISBN: (纸本)9781510686830

The protection mode of digitalization effectively transforms various national traditional cultures into digital products, providing a way of thinking for the protection of national traditional cultures. This mode still lacks the mode of how to mine the data of national traditional culture and analyze the internal relationship structure after facing the massive data, which can guide the digital protection of national traditional culture under the complex social conditions in the future. This paper discusses the significance of digitalization for the protection of traditional national culture under the environment and ideology of big data development. The possibility of protecting traditional national culture based on big data was analyzed and discussed. This paper designs and establishes the digital perception analysis system of traditional culture. The system uses grey clustering algorithm to identify the characteristics of cultural products. The experimental results show that this method can improve the efficiency of traditional cultural product classification. This method has certain reference value for the research of digital protection system of traditional cultural industry. © 2025 SPIE.

关键词： Augmented reality Visualization Telecommunications Computing systems Cultural heritage data communications Image processing Video data storage Cameras

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Design of DTMS operational software for High-Precision Flatness Measurement in cryogenic chamber 6

Design of DTMS operational software for High-Precision Flatn...

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conference on advances in optical and Mechanical Technologies for Telescopes and Instrumentation VI

作者： Wang, Xing-bo Zhang, Yi-hao Zhang, Hong-fei Zhang, Jun Wang, Jian Univ Sci & Technol China Dept Modern Phys State Key Lab Particle Detect & Elect Hefei 230026 Peoples R China Deep Space Explorat Lab Hefei 230088 Peoples R China

ISBN: (纸本)9781510675230;9781510675247

For giant telescopes using mosaic technology, the flatness of the Mosaic Focal Plane Arrays (MFPAs) is an important determinant of their image quality. In order to measure the flatness through the flat dewar window of cryogenic chamber, a measurement system called differential triangulation measurement system (DTMS) is designed. The DTMS mainly includes four parts: a displacement platform, two laser triangulation sensors, the connecting structure and an optical flat as reference surface. To operate DTMS, an operational software system is developed. The operational software consists of the control and processing software developed by QT, the displacement platform control module realized by PLC and the sensor control module. Through the operational software, users can easily operate the DTMS to scan the MFPAs and calculate the flatness. As for data processing, it is implemented based on the Progressive Sample Consensus (PROSAC) algorithm which can reduce the effect of anomalous data points on flatness calculation. The DTMS and its operational software have been used to measure the flatness of the Wide Field Survey Telescope (WFST).

关键词： DTMS Flatness measurement Operational software data processing

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