With the continuous enhancement of the functions and functions of mechanical products, the complexity and design difficulty of machinery are becoming higher and higher. Many companies directly use the more mature designs of the past in order to save money and time, and completely give up Innovating and designing new machinery. The purpose of this paper is to study the research and practice of the innovative design of mechanical scheme and its intelligent support system. This article analyzes the innovation and intelligent support system of the mechanical scheme in detail, and then determines the research direction and the feasibility and future possibilities of the goal according to specific references, and then conducts a large number of investigations on the innovation direction of the mechanical scheme. And the role is explained. The future proves the practicability of the mechanical design scheme after the redesign. Take the installation of a mechanical arm in a factory as an example. A new design of the mechanical arm was carried out, and the joints were improved while the basic properties of the mechanical arm remained unchanged. The moment of force proves the feasibility of the innovative design. Experimental research shows that the mechanical arm of a certain factory was redesigned on the basis of the innovative design of the mechanical scheme proposed in this paper. The joint torque of each manipulator has been correspondingly improved, and the torque of the big arm joint has increased by 21%. Left and right, prove the feasibility and practicability of the research direction of this article.
{"title":"Innovative Design of Mechanical Scheme and the Practice of Its Intelligent Support System","authors":"Nan Wang, Pin Yu, Jia‐Yin You","doi":"10.1145/3510858.3510959","DOIUrl":"https://doi.org/10.1145/3510858.3510959","url":null,"abstract":"With the continuous enhancement of the functions and functions of mechanical products, the complexity and design difficulty of machinery are becoming higher and higher. Many companies directly use the more mature designs of the past in order to save money and time, and completely give up Innovating and designing new machinery. The purpose of this paper is to study the research and practice of the innovative design of mechanical scheme and its intelligent support system. This article analyzes the innovation and intelligent support system of the mechanical scheme in detail, and then determines the research direction and the feasibility and future possibilities of the goal according to specific references, and then conducts a large number of investigations on the innovation direction of the mechanical scheme. And the role is explained. The future proves the practicability of the mechanical design scheme after the redesign. Take the installation of a mechanical arm in a factory as an example. A new design of the mechanical arm was carried out, and the joints were improved while the basic properties of the mechanical arm remained unchanged. The moment of force proves the feasibility of the innovative design. Experimental research shows that the mechanical arm of a certain factory was redesigned on the basis of the innovative design of the mechanical scheme proposed in this paper. The joint torque of each manipulator has been correspondingly improved, and the torque of the big arm joint has increased by 21%. Left and right, prove the feasibility and practicability of the research direction of this article.","PeriodicalId":6757,"journal":{"name":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","volume":"97 8 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87705299","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Motion capture technology refers to setting trackers at the key parts of the measured object, measuring the coordinates and orientations of the measured object in physical space, and obtaining the data of three-dimensional coordinates after computer processing. After more than ten years, many excellent two-dimensional animated films and three-dimensional animated films emerged and created. Behind their success, there is no lack of "motion capture technology", a powerful "pushing hand". 3D motion animation, by using the motion capture system to attach real motion data to animated characters, has natural and smooth movements, continuity and strong sense of action strike, which is as natural and realistic as real characters' movements, and conforms to the development of people's aesthetic law. With the development of virtual reality technology, animation has stepped into the era of character action striving to be realistic. Animation has gradually developed from 2D to 3D, and motion capture technology has been widely used in the animation industry, showing unique advantages. However, with the wide application of two-dimensional motion capture technology in the process of two-dimensional live movie and three-dimensional animation creation, it is becoming more and more mature. This paper mainly aims at the main problems in the development of 3D motion capture technology in China, and promotes the development of Chinese film and television animation through the application of 3D motion capture technology.
{"title":"Design and Realization of 3D Movie Animation Production Management System Based on Motion Capture Technology","authors":"Wendong, Changjun Wang","doi":"10.1145/3510858.3511343","DOIUrl":"https://doi.org/10.1145/3510858.3511343","url":null,"abstract":"Motion capture technology refers to setting trackers at the key parts of the measured object, measuring the coordinates and orientations of the measured object in physical space, and obtaining the data of three-dimensional coordinates after computer processing. After more than ten years, many excellent two-dimensional animated films and three-dimensional animated films emerged and created. Behind their success, there is no lack of \"motion capture technology\", a powerful \"pushing hand\". 3D motion animation, by using the motion capture system to attach real motion data to animated characters, has natural and smooth movements, continuity and strong sense of action strike, which is as natural and realistic as real characters' movements, and conforms to the development of people's aesthetic law. With the development of virtual reality technology, animation has stepped into the era of character action striving to be realistic. Animation has gradually developed from 2D to 3D, and motion capture technology has been widely used in the animation industry, showing unique advantages. However, with the wide application of two-dimensional motion capture technology in the process of two-dimensional live movie and three-dimensional animation creation, it is becoming more and more mature. This paper mainly aims at the main problems in the development of 3D motion capture technology in China, and promotes the development of Chinese film and television animation through the application of 3D motion capture technology.","PeriodicalId":6757,"journal":{"name":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","volume":"80 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90279243","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
With the rapid development of computer, network technology, artificial intelligence and other related fields, music has become an indispensable part of people's daily life in modern society. At present, some progress has been made in the analysis and research of intelligent dance accompaniment system based on data mining. Taking the dance major of a university as an example, this paper makes an in-depth exploration of the University. Through data mining and neural network methods to build an efficient, safe and reliable auxiliary teaching system, and use the questionnaire survey method to investigate the satisfaction of teachers and students. Finally, the survey results show that the music accompaniment system for dance at this stage is satisfactory, accounting for about 75%, and 1%-4% is not satisfactory. According to the survey results, this paper puts forward some suggestions on the innovation of dance music accompaniment at the present stage.
{"title":"Intelligent Dance Music Accompaniment System Based on Data Mining Technology","authors":"Hongyu Liu","doi":"10.1145/3510858.3510970","DOIUrl":"https://doi.org/10.1145/3510858.3510970","url":null,"abstract":"With the rapid development of computer, network technology, artificial intelligence and other related fields, music has become an indispensable part of people's daily life in modern society. At present, some progress has been made in the analysis and research of intelligent dance accompaniment system based on data mining. Taking the dance major of a university as an example, this paper makes an in-depth exploration of the University. Through data mining and neural network methods to build an efficient, safe and reliable auxiliary teaching system, and use the questionnaire survey method to investigate the satisfaction of teachers and students. Finally, the survey results show that the music accompaniment system for dance at this stage is satisfactory, accounting for about 75%, and 1%-4% is not satisfactory. According to the survey results, this paper puts forward some suggestions on the innovation of dance music accompaniment at the present stage.","PeriodicalId":6757,"journal":{"name":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","volume":"19 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86412618","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Sports statistics is the process of applying data mining and other information technology to the field of sports, especially the field of competitive sports. In recent years, sports computing has become a hot research and development area in the computer field. A consensus has long been formed on the use of high-tech tools such as computer technology to improve the professional training capabilities and competition skills of players. This paper studies the statistics and feedback system of badminton skills and tactics based on data analysis technology, and understands related theories of badminton skills and tactics statistics and feedback system and data analysis technology on the basis of literature data, and then analyzes the badminton skills and tactics based on data analysis technology. The statistical and feedback system is designed and tested. The test results show that the average classification accuracy of the classification algorithm used in the system is about 90%, which is better than the traditional algorithm.
{"title":"Design of Badminton Technical and Tactical Statistics and Feedback System Based on Data Analysis Technology","authors":"Furong Duan","doi":"10.1145/3510858.3510963","DOIUrl":"https://doi.org/10.1145/3510858.3510963","url":null,"abstract":"Sports statistics is the process of applying data mining and other information technology to the field of sports, especially the field of competitive sports. In recent years, sports computing has become a hot research and development area in the computer field. A consensus has long been formed on the use of high-tech tools such as computer technology to improve the professional training capabilities and competition skills of players. This paper studies the statistics and feedback system of badminton skills and tactics based on data analysis technology, and understands related theories of badminton skills and tactics statistics and feedback system and data analysis technology on the basis of literature data, and then analyzes the badminton skills and tactics based on data analysis technology. The statistical and feedback system is designed and tested. The test results show that the average classification accuracy of the classification algorithm used in the system is about 90%, which is better than the traditional algorithm.","PeriodicalId":6757,"journal":{"name":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","volume":"42 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81401777","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The distance teaching management system is an important guarantee for distance teaching. It can allocate teaching resources reasonably, organize teaching activities, summarize teaching data, effectively guide and monitor the distance learning center, and ensure the timeliness of teaching and learning process management. The emergence of cloud computing service enables students to access the shared multimedia teaching resources in time, teachers and students can cooperate in teaching and communicate in real time, and students can learn freely without the restriction of computer hardware and software configuration, which can solve the outstanding problems in modern distance education and provide a strong guarantee for the development of modern distance education. In this paper, the idea of integrating the high-efficiency computing power and unlimited storage power of cloud computing into the design of distance education management system is put forward, and the design of distance education management system based on cloud computing is realized, which can provide a powerful information service integrated environment and further promote the development of distance education in China.
{"title":"Design and Implementation of Distance Education Management System Based on Cloud Computing Technology","authors":"Bin Zhang","doi":"10.1145/3510858.3511364","DOIUrl":"https://doi.org/10.1145/3510858.3511364","url":null,"abstract":"The distance teaching management system is an important guarantee for distance teaching. It can allocate teaching resources reasonably, organize teaching activities, summarize teaching data, effectively guide and monitor the distance learning center, and ensure the timeliness of teaching and learning process management. The emergence of cloud computing service enables students to access the shared multimedia teaching resources in time, teachers and students can cooperate in teaching and communicate in real time, and students can learn freely without the restriction of computer hardware and software configuration, which can solve the outstanding problems in modern distance education and provide a strong guarantee for the development of modern distance education. In this paper, the idea of integrating the high-efficiency computing power and unlimited storage power of cloud computing into the design of distance education management system is put forward, and the design of distance education management system based on cloud computing is realized, which can provide a powerful information service integrated environment and further promote the development of distance education in China.","PeriodicalId":6757,"journal":{"name":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","volume":"6 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81701070","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Based on the existing vulnerability exploitation detection technology, this paper analyzes the buffer overflow vulnerability exploitation process, and detects vulnerability triggering, protection mechanism bypassing and shellcode execution by dynamic binary instrumentation (DBI) monitoring program execution process; According to the analysis of vulnerability sample shellcode behavior, the method of recording instruction information and key API function information is designed based on instrumentation API function; A prototype platform of vulnerability sample transplantation and utilization based on dynamic binary is designed and implemented, and test analysis of 40 typical vulnerability samples is carried out to verify the effectiveness and feasibility of the system.
{"title":"Vulnerability Sample Analysis Based on Dynamic Binary Platform","authors":"Wenjuan Bu, Fei Kang, Yuntian Zhao, Jianbo Xu","doi":"10.1145/3510858.3511010","DOIUrl":"https://doi.org/10.1145/3510858.3511010","url":null,"abstract":"Based on the existing vulnerability exploitation detection technology, this paper analyzes the buffer overflow vulnerability exploitation process, and detects vulnerability triggering, protection mechanism bypassing and shellcode execution by dynamic binary instrumentation (DBI) monitoring program execution process; According to the analysis of vulnerability sample shellcode behavior, the method of recording instruction information and key API function information is designed based on instrumentation API function; A prototype platform of vulnerability sample transplantation and utilization based on dynamic binary is designed and implemented, and test analysis of 40 typical vulnerability samples is carried out to verify the effectiveness and feasibility of the system.","PeriodicalId":6757,"journal":{"name":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90622535","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
With the rapid development of emerging information technologies represented by big data analysis, artificial intelligence, and blockchain, human society has entered the era of big data, and data processing capabilities have been significantly enhanced, enabling massive, fragmented and valuable data. To carry out rapid processing and release value, the development and application of big data has caused the deep adjustment of the social structure. Big data technology makes dynamic monitoring of students’ physical health data reality. Big data resources and information resources have increased exponentially, providing the effective basis for students’ physical health management. In order to solve the problem of data storage of students’ physique monitoring in the era of big data, this paper designs the data storage structure based on the theory of database design, and proposes countermeasures to promote students’ physical health in the era of big data.
{"title":"Design of a Data Storage System for Students' Physical Fitness Monitoring Based on Artificial Intelligence Technology","authors":"Song Yan","doi":"10.1145/3510858.3511000","DOIUrl":"https://doi.org/10.1145/3510858.3511000","url":null,"abstract":"With the rapid development of emerging information technologies represented by big data analysis, artificial intelligence, and blockchain, human society has entered the era of big data, and data processing capabilities have been significantly enhanced, enabling massive, fragmented and valuable data. To carry out rapid processing and release value, the development and application of big data has caused the deep adjustment of the social structure. Big data technology makes dynamic monitoring of students’ physical health data reality. Big data resources and information resources have increased exponentially, providing the effective basis for students’ physical health management. In order to solve the problem of data storage of students’ physique monitoring in the era of big data, this paper designs the data storage structure based on the theory of database design, and proposes countermeasures to promote students’ physical health in the era of big data.","PeriodicalId":6757,"journal":{"name":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","volume":"43 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90860288","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Information literacy is the ability and quality of acquiring information, identifying information, using information and creating information in the information society, and it is also the basic survival ability and the basic quality of lifelong learning for contemporary university students. As the main channel of information literacy education for university students, the "Computer Foundation" course plays an active role in the practical process. In view of the current problems of insufficient information literacy education and practical teaching of university students, the practical teaching system of the "Computer Foundation" course, which consists of "management system, support system, feedback system, evaluation system, platform system, content system and capability system", has been constructed to help the teaching reform of the "Computer Foundation" course and provide a solid foundation to adapt to the work, study and life in the information age.
{"title":"Research on the Construction of Computer Basic System Based on Information Recognition Technology","authors":"L. Gao, Lin Zhang","doi":"10.1145/3510858.3510999","DOIUrl":"https://doi.org/10.1145/3510858.3510999","url":null,"abstract":"Information literacy is the ability and quality of acquiring information, identifying information, using information and creating information in the information society, and it is also the basic survival ability and the basic quality of lifelong learning for contemporary university students. As the main channel of information literacy education for university students, the \"Computer Foundation\" course plays an active role in the practical process. In view of the current problems of insufficient information literacy education and practical teaching of university students, the practical teaching system of the \"Computer Foundation\" course, which consists of \"management system, support system, feedback system, evaluation system, platform system, content system and capability system\", has been constructed to help the teaching reform of the \"Computer Foundation\" course and provide a solid foundation to adapt to the work, study and life in the information age.","PeriodicalId":6757,"journal":{"name":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","volume":"11 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86649016","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
With the rapid development of China's people's economic growth, people are more and more interested in tourism. With the development of Internet and network multimedia information technology, more and more users share all kinds of tourism information through the Internet. The tour information on the Internet is growing at an exponential rate. How to subdivide customers and recommend appropriate tourism information. This paper mainly analyzes the tourism information resource sharing system of customer segmentation k-means algorithm. Using k-means algorithm to cluster the longitude and latitude of customer tourism images, the images of a certain region can be segmented into images in small regions, Because the images of the same popular landmark are close in space, customer segmentation and sorting are carried out. The experimental results show that the tourism information resource sharing system based on customer segmentation k-means algorithm increases the tourism resource sharing rate by 18%, and analyzes the user's popular surface and representative address through the algorithm. Users will also be interested in the location and heat information of popular landmarks. To obtain the location information of popular landmarks, they only need to calculate the arithmetic mean of the longitude and latitude of the image corresponding to the image clustering of popular landmarks. The result is the longitude and latitude information corresponding to the popular landmark. The tourism information resource sharing system in this paper solves the problem of difficult choice for users. It can quickly obtain effective information from huge data resources and face complex tourism data. Accurate and complete tourism data information is the premise of realizing k-means algorithm + tourism, and obtaining high-quality tourism data resources is very important.
{"title":"Tourism Information Resource Sharing System Based on Customer Segmentation K-Means Algorithm","authors":"Meilian Li","doi":"10.1145/3510858.3510905","DOIUrl":"https://doi.org/10.1145/3510858.3510905","url":null,"abstract":"With the rapid development of China's people's economic growth, people are more and more interested in tourism. With the development of Internet and network multimedia information technology, more and more users share all kinds of tourism information through the Internet. The tour information on the Internet is growing at an exponential rate. How to subdivide customers and recommend appropriate tourism information. This paper mainly analyzes the tourism information resource sharing system of customer segmentation k-means algorithm. Using k-means algorithm to cluster the longitude and latitude of customer tourism images, the images of a certain region can be segmented into images in small regions, Because the images of the same popular landmark are close in space, customer segmentation and sorting are carried out. The experimental results show that the tourism information resource sharing system based on customer segmentation k-means algorithm increases the tourism resource sharing rate by 18%, and analyzes the user's popular surface and representative address through the algorithm. Users will also be interested in the location and heat information of popular landmarks. To obtain the location information of popular landmarks, they only need to calculate the arithmetic mean of the longitude and latitude of the image corresponding to the image clustering of popular landmarks. The result is the longitude and latitude information corresponding to the popular landmark. The tourism information resource sharing system in this paper solves the problem of difficult choice for users. It can quickly obtain effective information from huge data resources and face complex tourism data. Accurate and complete tourism data information is the premise of realizing k-means algorithm + tourism, and obtaining high-quality tourism data resources is very important.","PeriodicalId":6757,"journal":{"name":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","volume":"45 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86726589","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
With the rapid development of information technology and the continuous improvement of people's living standards, people's demand for electricity is becoming more and more concrete. Intelligent information management can greatly improve the operation efficiency of power system by monitoring various power parameters in the operation of the system. PSO (Particle Swam Optimization) algorithm is a simple and fast convergent evolutionary computation method, but it also has the disadvantages of low convergence accuracy and easy to fall into local extremum. In view of these shortcomings, the original algorithm is improved, and adaptive inertia coefficient and mutation operator are introduced based on intelligent information management. In this paper, a new modified particle swarm optimization (MPSO) algorithm is proposed and applied to reactive power optimization of power system, and the corresponding optimization model is established. At the initial stage of searching, the update of particle position is guided to reduce the randomness of algorithm and improve the searching efficiency. In order to further solve the problem that particles may fall into premature convergence in the later stage of optimization, the chaotic optimization has the characteristic of "strange attractor", and further search in the solution space, and the combination of the two can search for the global optimal solution more effectively. The algorithm specially codes discrete variables, which solves the problem of joint optimization of continuous and discrete variables, reduces network loss and reduces the number of equipment actions. The results of IEEE30-bus system verify the correctness and effectiveness of the proposed algorithm.
{"title":"Reactive Power Optimization of Power System Based on Intelligent Information Management","authors":"Rongyu Zhou, Heping Jia","doi":"10.1145/3510858.3511337","DOIUrl":"https://doi.org/10.1145/3510858.3511337","url":null,"abstract":"With the rapid development of information technology and the continuous improvement of people's living standards, people's demand for electricity is becoming more and more concrete. Intelligent information management can greatly improve the operation efficiency of power system by monitoring various power parameters in the operation of the system. PSO (Particle Swam Optimization) algorithm is a simple and fast convergent evolutionary computation method, but it also has the disadvantages of low convergence accuracy and easy to fall into local extremum. In view of these shortcomings, the original algorithm is improved, and adaptive inertia coefficient and mutation operator are introduced based on intelligent information management. In this paper, a new modified particle swarm optimization (MPSO) algorithm is proposed and applied to reactive power optimization of power system, and the corresponding optimization model is established. At the initial stage of searching, the update of particle position is guided to reduce the randomness of algorithm and improve the searching efficiency. In order to further solve the problem that particles may fall into premature convergence in the later stage of optimization, the chaotic optimization has the characteristic of \"strange attractor\", and further search in the solution space, and the combination of the two can search for the global optimal solution more effectively. The algorithm specially codes discrete variables, which solves the problem of joint optimization of continuous and discrete variables, reduces network loss and reduces the number of equipment actions. The results of IEEE30-bus system verify the correctness and effectiveness of the proposed algorithm.","PeriodicalId":6757,"journal":{"name":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","volume":"40 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81542388","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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