Search scope:
排序： Display mode:
Research Status and Future Prospects of Intelligent Manufacturing Evaluation Theory
He Huixia, Wei Guiying, Wu Sen, Shan Zhiguang
Strategic Study of CAE 2022, Volume 24, Issue 2, Pages 56-63 doi: 10.15302/J-SSCAE-2022.02.026
Intelligent manufacturing is crucial for constructing a powerful manufacturing country. As China’s intelligent manufacturing enters a comprehensive promotion stage, the scientific evaluation of intelligent manufacturing becomes a practical demand. This paper provides a systematic survey on the intelligent manufacturing evaluation theories in recent years. The evaluation index systems of intelligent manufacturing are classified and summarized from three perspectives, that is, key technology, overall system, and specific sector. Furthermore, the methods commonly used in intelligent manufacturing evaluation are compared and analyzed. This paper also investigates the major problems regarding intelligent manufacturing evaluation and discusses the future research directions of the field. Currently, there are deficiencies in the standards, processes, index system, and application of intelligent manufacturing evaluation. It is necessary to improve the evaluation paradigm, evaluation system, and new technology integration, so as to promote the research of intelligent manufacturing evaluation theories and guide the development of intelligent manufacturing. Specifically, China should improve the standards design to establish an intelligent manufacturing evaluation paradigm, optimize the index system to enrich the key evaluation content, strengthen the integration of new technologies, and promote the synergy of theory and practice.
Keywords： intelligent manufacturing evaluation theory index system evaluation paradigm new technology integration
A Framework of Knowledge Theory： Toward a Unified Theory of Information, Knowledge and Intelligence
Zhong Yixin
Strategic Study of CAE 2000, Volume 2, Issue 9, Pages 50-64
Knowledge has been very important wealth to the mankind but there has not a knowledge theory existed yet till the present time. An attempt is thus made in the paper to present a framework of knowledge theory that includes two parts: fundamentals and the main body of knowledge theory. The first part is to deal with a series of basic issues such as the related concepts and definitions, the methods of representation, the measurements, the reasoning and decision rules. The second part is to explore the mechanism of knowledge formation based on information processing and the mechanism of intelligence formation based on the activation of knowledge. It is believed that the establishment of the knowledge theory will lay a solid foundation to the unified theory of information, knowledge, and intelligence and will greatly facilitate the effective utilization of information and knowledge, leading to the growth of the research in the field of intelligent machines.
Keywords： knowledge amount of knowledge knowledge formation knowledge activation unified theory of information-knowledge-intelligence
Parallel cognition: hybrid intelligence for human-machine interaction and management Research Article
Peijun YE, Xiao WANG, Wenbo ZHENG, Qinglai WEI, Fei-Yue WANG
Frontiers of Information Technology & Electronic Engineering 2022, Volume 23, Issue 12, Pages 1765-1779 doi: 10.1631/FITEE.2100335
Keywords： Cognitive learning Artificial intelligence Behavioral prescription
2018 special issue on artificial intelligence 2.0: theories and applications Editorial
Yun-he PAN
Frontiers of Information Technology & Electronic Engineering 2018, Volume 19, Issue 1, Pages 1-2 doi: 10.1631/FITEE.1810000
Keywords： None
Complex system and intelligent control: theories and applications Editorial
Jie CHEN, Ben M. CHEN, Jian SUN
Frontiers of Information Technology & Electronic Engineering 2019, Volume 20, Issue 1, Pages 1-3 doi: 10.1631/FITEE.1910000
Keywords： None
An Introduction to Cognetics—Unified Theory of Information, Knowledge and Intelligence
Zhong Yixin
Strategic Study of CAE 2004, Volume 6, Issue 6, Pages 1-8
Resources are referred to as the radical sources of human life. The real mission of science and technolgy is to explore the properties and the refining laws of the resources so as to be able to create new tools amplifying human abilities and thus improving the life quality of human beings. The properties and refining laws of the resources of both material and energy have been explicated by modern science and technology and variety of men-driven and power-driven tools have been successfully produced, leading to the brilliant industrial civilization. An attempt is made in the paper to study the properties and the refining laws of the information resources and to establish a unified theory of information, knowledge and intelligence, the so-called Cogmatics, laying a solid foundation for creating various of intelligent tools.
Keywords： information theory knowledge theory intelligence theory cogmatics
Fei-Yue WANG, Jianbo GUO, Guangquan BU, Jun Jason ZHANG,jun.zhang.ee@whu.edu.cn
Frontiers of Information Technology & Electronic Engineering 2022, Volume 23, Issue 8, Pages 1142-1157 doi: 10.1631/FITEE.2100418
Keywords： Complex systems Human-machine knowledge automation Parallel systems Bulk power grid dispatch Artificialintelligence Internet of Minds (IoM)
A Theoretical Computer Science Perspective on Consciousness and Artificial General Intelligence
Lenore Blum, Manuel Blum
Engineering 2023, Volume 25, Issue 6, Pages 12-16 doi: 10.1016/j.eng.2023.03.010
Theory of Collective Intelligence Evolution and Its Applications in Intelligent Robots
Qi Xiaoya, Liu Chuang, Fu Chen, Gan Zhongxue
Strategic Study of CAE 2018, Volume 20, Issue 4, Pages 101-111 doi: 10.15302/J-SSCAE-2018.04.017
Collective intelligence (CI) is widely studied in the past few decades. The most well-known CI algorithm is the ant colony optimization (ACO). ACO is used to solve complex path searching problems through CI emergence. Recently, DeepMind announced the AlphaZero program which has achieved superhuman performance in the game of Go, Chess, and Shogi, by tabula rasa reinforcement learning from games of self-play. By experimenting and implementing the AlphaZero series program in the game of Gomoku, along with analyzing and comparing the Monte-Carlo tree search (MCTS) and ACO algorithms, it is realized that the success of AlphaZero is not only due to the deep neural network and reinforcement learning, but also due to the MCTS algorithm, which is discovered to be a CI emergence algorithm. Thus we propose a CI evolution theory, as a general framework towards artificial general intelligence (AGI). Combining the strengths of deep learning, reinforcement learning, and CI algorithm, CI evolution theory enables individual intelligence to evolve with high efficiency and low cost through CI emergence. This CI evolution theory has natural applications in intelligent robots. A cloud-terminal platform is developed to help intelligent robots evolve their intelligent models. As a proof of this idea, a welding robot's welding parameter optimization intelligent model is implemented on the platform.
Keywords： collective intelligence emergence evolution positive feedback ant colony optimization Monte-Carlo tree search distributed AI cloud-terminal platform intelligent robot
Intelligent compaction theory of high roller compacted concrete dam
Liu Donghai,Li Bingyang,Cui Bo
Strategic Study of CAE 2011, Volume 13, Issue 12, Pages 74-79
In the paper, the concept and realization process of intelligent compaction for high roller compacted concrete dam construction was presented, as well as the theory of real-time monitoring and intelligent feedback control. Based on the analysis of real-time compaction index, a multiple regression model of the dam compactness was established and a real-time estimation method of compaction quality of the entire work area for roller compacted concrete dam was proposed finally. The adaptive adjustment of the roller work parameters was achieved, with the speed, exciting force, the rolling pass and the compacted thickness meeting the standard during the entire construction process, and the compaction quality and construction efficiency can be both improved as a result. What's more, the research provides a new way for the construction quality control of roller compacted concrete dam.
Keywords： roller compacted concrete（RCC）dam quality control intelligent compaction real-time monitoring real-time quality estimation
Feng Qian,Weimin Zhong,Wenli Du
Engineering 2017, Volume 3, Issue 2, Pages 154-160 doi: 10.1016/J.ENG.2017.02.011
Given the significant requirements for transforming and promoting the process industry, we present the major limitations of current petrochemical enterprises, including limitations in decision-making, production operation, efficiency and security, information integration, and so forth. To promote a vision of the process industry with efficient, green, and smart production, modern information technology should be utilized throughout the entire optimization process for production, management, and marketing. To focus on smart equipment in manufacturing processes, as well as on the adaptive intelligent optimization of the manufacturing process, operating mode, and supply chain management, we put forward several key scientific problems in engineering in a demand-driven and application-oriented manner, namely: ① intelligent sensing and integration of all process information, including production and management information; ② collaborative decision-making in the supply chain, industry chain, and value chain, driven by knowledge; ③ cooperative control and optimization of plant-wide production processes via human-cyber-physical interaction; and ④ life-cycle assessments for safety and environmental footprint monitoring, in addition to tracing analysis and risk control. In order to solve these limitations and core scientific problems, we further present fundamental theories and key technologies for smart and optimal manufacturing in the process industry. Although this paper discusses the process industry in China, the conclusions in this paper can be extended to the process industry around the world.
Keywords： Process industry Smart and optimal manufacturing Green manufacturing High-end manufacturing Optimality assessment
Analysis of Theory of Architecture
Gu Mengchao
Strategic Study of CAE 2007, Volume 9, Issue 11, Pages 100-102
Starting with the analysis of the definition and concept of the theory of architecture, the framework of architectural theory and the filling theory innovation, the author gives his understanding on the framework of architectural theory with Chinese characteristics.
Keywords： theory of architecture framework of architectural theory starting point and finishing point ofarchitectural theory innovation in architectural theory
The theory and practice of?large-scale non-grid-connected wind power system
Fang Min,Kong Xiangwei,Shi Jianzhong and Gu Weidong
Strategic Study of CAE 2015, Volume 17, Issue 3, Pages 14-19
In according with the volatility of renewable energy such as wind power in China，large-scale of which cannot be consumption by grid，the non-grid-connected wind power theory is proposed in this paper.The high energy consumption load is transformed into smart load which can adapt to the fluctuation of energy，greatly improve the utilization of renewable energy.The paper discuss the essence and connotation of non-grid-connected wind power?theory，and the?application of non-grid-connected wind power theory，for China’s?energy saving and emission reduction，proposed?a new path to improve the utilization rate of network efficiency and renewable energy.
Keywords： non-grid-connected； multi-energy collaborative； smart load
Analysis on the establishment of engineering management theory system conceptual model
Wang Qinge,Wang Mengjun,Zheng Junwei,Zhu Weihua
Strategic Study of CAE 2013, Volume 15, Issue 11, Pages 103-107
The theory research of engineering management in China always follows the idea of western project management knowledge system. There is lack of the logic and structured theory system with local characteristics, which needs to be closely analyzed and studied. This paper establishes the engineering management theory system conceptual model,which is the "tree" model,according to the scientific constructing methods abide by the logic process from abstract to concrete. The "tree" model organically links the basic theory,main theory and applied theory, vividly embodies the interactive relationship between theory research and practice,theory development and environment, and has the characteristic of opening,moving and developing.
Keywords： engineering management theory system “tree”model main theory
On the core of engineering management theory
He Jishan
Strategic Study of CAE 2013, Volume 15, Issue 11, Pages 4-11
At present,China's economy is in rapid growth. The scale of engineering construction is increasing significantly and a number of major construction engineering projects have been completed or put into use. So the engineering management practice is facing new challenges with each passing day. In the meanwhile,our scholars are constantly summarizing what they have learnt in these activities and gradually establishing their own engineering management theory system,in which exploring the core thought of engineering management theory system becomes critical. By studying our engineering management theory and practice,this paper preliminarily sums up the core thought of the engineering management as "people-oriented, harmony between nature and humanity,collaborative innovation,building a harmony among people,society and nature", and a comprehensive definition of engineering management is made, with a hope to help the research on engineering management theory system.
Keywords： engineering management theory system people-oriented harmony between nature and humanity
Title Author Date Type Operation
Research Status and Future Prospects of Intelligent Manufacturing Evaluation Theory
He Huixia, Wei Guiying, Wu Sen, Shan Zhiguang
Journal Article
A Framework of Knowledge Theory： Toward a Unified Theory of Information, Knowledge and Intelligence
Zhong Yixin
Journal Article
Parallel cognition: hybrid intelligence for human-machine interaction and management
Peijun YE, Xiao WANG, Wenbo ZHENG, Qinglai WEI, Fei-Yue WANG
Journal Article
2018 special issue on artificial intelligence 2.0: theories and applications
Yun-he PAN
Journal Article
Complex system and intelligent control: theories and applications
Jie CHEN, Ben M. CHEN, Jian SUN
Journal Article
An Introduction to Cognetics—Unified Theory of Information, Knowledge and Intelligence
Zhong Yixin
Journal Article
Mutually trustworthy human-machine knowledge automation and hybrid augmented intelligence: mechanisms and applications of cognition, management, and control for complex systems
Fei-Yue WANG, Jianbo GUO, Guangquan BU, Jun Jason ZHANG,jun.zhang.ee@whu.edu.cn
Journal Article
A Theoretical Computer Science Perspective on Consciousness and Artificial General Intelligence
Lenore Blum, Manuel Blum
Journal Article
Theory of Collective Intelligence Evolution and Its Applications in Intelligent Robots
Qi Xiaoya, Liu Chuang, Fu Chen, Gan Zhongxue
Journal Article
Intelligent compaction theory of high roller compacted concrete dam
Liu Donghai,Li Bingyang,Cui Bo
Journal Article
Fundamental Theories and Key Technologies for Smart and Optimal Manufacturing in the Process Industry
Feng Qian,Weimin Zhong,Wenli Du
Journal Article
The theory and practice of?large-scale non-grid-connected wind power system
Fang Min,Kong Xiangwei,Shi Jianzhong and Gu Weidong
Journal Article
Analysis on the establishment of engineering management theory system conceptual model
Wang Qinge,Wang Mengjun,Zheng Junwei,Zhu Weihua
Journal Article
京公网安备 11010502051620号
