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Innovative Development Strategy of New Network Technologies

Li Dan, Hu Yuxiang, Wu Jiangxing

Strategic Study of CAE 2021, Volume 23, Issue 2, Pages 15-21 doi: 10.15302/J-SSCAE-2021.02.003

Abstract: status of new network fields in China and abroad, and summarize the development trend of new networkFinally we propose the key technologies for the new network development in China, including new networkarchitecture, network fulldimension definable technology, polymorphic addressing and routing technology, network intelligence technology, and endogenous security structure.From the aspect of technology roadmap, we suggest that an open, integrated, and secure new architecture

Keywords： new network architecture，full-dimension definable，polymorphic addressing and routing，network intelligence

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Development Roadmap of Polymorphic Intelligence Network Technology Toward 2035

Li Junfei, Hu Yuxiang, Yi Peng, Wu Jiangxing

Strategic Study of CAE 2020, Volume 22, Issue 3, Pages 141-147 doi: 10.15302/J-SSCAE-2019.11.010

Abstract: It is urgent to change the network infrastructure and build a polymorphic definable and intelligent networkthe development goal of polymorphic definable and intelligent network, and extracts a list of key cutting-edgeBased on these, the development roadmap of polymorphic definable and intelligent network in China forChina should prospect the research and development of key technologies including network architecture, addressing and routing, full-dimensional definability, network intelligence, and network robust control

Keywords： intelligence network polymorphic network architecture full-dimension definable robust control development

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Networking Architecture and Slicing Technology of Space–Ground Cooperative Network Based on Full-Dimension

Li Dan, Zhu Di, Shen Juan

Strategic Study of CAE 2021, Volume 23, Issue 2, Pages 30-38 doi: 10.15302/J-SSCAE-2021.02.005

Abstract: Subsequently, we elaborate on a typical space–ground cooperative networking architecture and full-dimensiondefinable network nodes.key technologies such as the businesson-demand intelligent slicing, data analysis and forwarding with full-dimensionarchitecture and supported by technologies such as network resource management and control, networkintelligence, and full-dimension definability of the network architecture.

Keywords： space–ground cooperative network，intelligent network slicing，full-dimension definable，networking architecture

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Development of Novel Network Architectures

Ouyang Man, Liu Jiang, Liao Xinyue, Huang Tao

Strategic Study of CAE 2022, Volume 24, Issue 4, Pages 12-21 doi: 10.15302/J-SSCAE-2022.04.002

Abstract: satellite network, service customization network, full-dimensional definable network, and multimodal

2.2.5 Full-dimensional definable network

The full-dimensional definable network architecture is based on the SDN, network functionThe full-dimensional definable network architecture also provides a virtual environment for breakingFull-dimensional definable network.

Keywords： novel network architecture revolutionary and evolutionary networks deterministic network segment routing

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Understanding of a New Generation of Intelligent Manufacturing based on RAMI 4.0

Zhao Min

Strategic Study of CAE 2018, Volume 20, Issue 4, Pages 90-96 doi: 10.15302/J-SSCAE-2018.04.015

Abstract: Engineering's "China Intelligent Manufacturing Development Strategy Research Report Based on the NewGeneration of Artificial Intelligence", the author adopts the method of deconstruction and reconstructionthe general architecture of intelligent manufacturing proposed in the report of the Chinese AcademyIt is believed that the general architecture of the intelligent manufacturing in China is superior inintelligence.

Keywords： RAMI 4.0 cyber-physics system (CPS) basic paradigm new-generation artificial intelligence architecture technical dimension organizational dimension value dimension

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Networking Automation and Intelligence: A New Era of Network Innovation

Hongke Zhang, Wei Quan

Engineering 2022, Volume 17, Issue 10, Pages 13-16 doi: 10.1016/j.eng.2021.06.019

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Tank-dependence of the functionality and network differentiation of activated sludge community in a full-scale

Frontiers of Environmental Science & Engineering 2023, Volume 17, Issue 3, doi: 10.1007/s11783-023-1636-x

Abstract:

● Environmental parameters affected functional bacteria and network

Keywords： Activated sludge Bacterial community Tank-dependence Network association Functional bacteria

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The SOLIDS 6G Mobile Network Architecture: Driving Forces, Features, and Functional Topology Review

Guangyi Liu, Na Li, Juan Deng, Yingying Wang, Junshuai Sun, Yuhong Huang

Engineering 2022, Volume 8, Issue 1, Pages 42-59 doi: 10.1016/j.eng.2021.07.013

Abstract: new services and applications catering to the year 2030, along with the deep convergence of informationThis article surveys the history and driving forces of the evolution of the mobile network architectureand proposes a logical function architecture for sixth generation (6G) mobile network.The proposed 6G network architecture is termed SOLIDS (related to the following basic features: soft,on-demand fulfillment, lite, native intelligence, digital twin, and native security), which can support

Keywords： Sixth generation Network features Network architecture

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Research on On-line Detecting Method and Key Technologies for Part Quality (Dimension and Surface Roughness

Chen Aidi,Wang Xinyi

Strategic Study of CAE 2000, Volume 2, Issue 12, Pages 73-77

Abstract: technologies for part quality, based on the analysis of methods and features of on-line detecting of part dimensionand surface roughness, an artificial neural network system for on-line detecting of part dimension anda fuzzy neural network system for on-line detecting of part surface roughness are developed.The Scheme of on-line detecting method for part quality can detect part dimension and surface roughness

Keywords： on-line detecting neural network fuzzy neural network dimension precision surface roughness

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The Next Generation of Network Architecture

Li Guojie

Strategic Study of CAE 2002, Volume 4, Issue 8, Pages 40-43

Abstract:

This paper summarized the agreement and divergence about viewpoints of the next generation of networkIt pointed out that much attention should be paid to the researches on network architecture, includingEnd-to-End Argument, combining of packet switching with optical networking ,and evolution from UNI overlay architectureto unified NNI architecture.Finally, the importance of basic researches on the Internet, such as the network dynamics, is also put

Keywords： network architecture optical communication packet switch UNI NNI Internet dynamics

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A new automatic convolutional neural network based on deep reinforcement learning for fault diagnosis

Frontiers of Mechanical Engineering 2022, Volume 17, Issue 2, doi: 10.1007/s11465-022-0673-7

Abstract: Convolutional neural network (CNN) has achieved remarkable applications in fault diagnosis.First, a new deep reinforcement learning (DRL) is developed, and it constructs an agent aiming at controllingSecond, a new structure of DRL is designed by combining deep deterministic policy gradient and long short-termThird, a new training method for ACNN is designed to enhance its stability.

Keywords： deep reinforcement learning hyper parameter optimization convolutional neural network fault diagnosis

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Machine learning and neural network supported state of health simulation and forecasting model for lithium-ion

Frontiers in Energy doi: 10.1007/s11708-023-0891-7

Abstract: of disciplines deepens, the field of battery modeling is increasingly employing various artificial intelligenceAI, to lithium-ion battery state of health (SOH), focusing on the advantages and strengths of neural network

Keywords： machine learning lithium-ion battery state of health neural network artificial intelligence

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Intelligent radio access networks: architectures, key techniques, and experimental platforms Review Article

Zeyu WANG, Yaohua SUN, Shuo YUAN,sunyaohua@bupt.edu.cn

Frontiers of Information Technology & Electronic Engineering 2022, Volume 23, Issue 1, Pages 5-18 doi: 10.1631/FITEE.2100305

Abstract: intelligent RAN architectures proposed by the academic community are presented, such as intent-driven RAN and networkThen, several enabling techniques are introduced which include AI-driven network slicing, intent perceptionfuture directions are outlined, in terms of standard open data sets, enabling AI with a computing power network, realization of edge intelligence, and software-defined intelligent satellite-terrestrial integratednetwork.

Keywords： Intelligent network architecture Artificial intelligence Experimental platforms

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Some Thoughts of Chinaese Integrated Space - Ground Network System

Shen Rongjun

Strategic Study of CAE 2006, Volume 8, Issue 10, Pages 19-30

Abstract:

The rapid development of terrestrial network technologies and the increasing complexity of space missionsgenerated a strong demand to extend the internet to space and to establish an integrated space-ground networkfuture space missions and demonstrates the significance for China to develop its integrated space-ground networkStatus quo of space-based network system abroad is introduced.A concept on the overall objective, composition, network system architecture, and network protocols is

Keywords： integrated space network system architecture network protocols steps of program development

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PD pattern recognition based on multi-fractal dimension in GIS

ZHANG Xiaoxing, YAO Yao, TANG Ju, ZHOU Qian, XU Zhongrong

Frontiers of Mechanical Engineering 2008, Volume 3, Issue 3, Pages 270-275 doi: 10.1007/s11465-008-0042-1

Abstract: The multi-fractal dimension is founded on the box-counting dimension and multi-fractal theories.The box-counting dimension, multi-fractal dimension, and discharge centrobaric characteristics of theThe characteristic variables are then classified by the radial basis function (RBF) network.

Keywords： substation high-speed discharge centrobaric network ultra-high frequency