Journal Information
Journal of Applied Science and Engineering Innovation
ISSN 2331-9062 (Print)
ISSN 2331-9070 (Online)
Journal of Applied Science and Engineering Innovation is an academic journal organized by the American Computational Science Society, which mainly publish the participants' papers in the annual International Conference on Applied Science, Engineering and Technology (ICASET) published a year. It usually do not accept the submission of non participants.
Current Issue
2023 Vol.10 No.1
Short-Term Load Forecasting Method Based on LSTM-SVR Considering Generalized Demand-Side Resources
Author: Peixin Chang, Xin Zhao, Yu Niu, Huanhuan Zhang
Author affiliation: Lanzhou University of Technology, 730050, Lanzhou, Gansu, China.
Abstract: With the continuous development of smart grid, a large number of generalized demand-side resources such as controllable load, energy storage and distributed power generation are accessed, which changes the characteristics of load and increases the difficulty of load forecasting. In order to improve the accuracy of load forecasting, this paper proposes a short-term load forecasting method of LSTM-SVR considering generalized demand-side resources. Firstly, according to the load aggregator, the mechanism of generalized demand-side resources participating in the power market is determined, a contract-based generalized demand-side resource scheduling model is constructed, and the optimal dispatching plan is solved according to this model. Secondly, the LSTM-SVR combined forecasting method is used to establish a short-term load forecasting model with the optimal scheduling plan as the input. Finally, a case analysis is carried out, and the feasibility of the LSTM-SVR prediction method considering generalized demand-side resources is verified by comparison with other models.
Keywords: Short-term load forecasting; Broad demand-side resources; LSTM-SVR; Error correction; Load aggregator
How to Cite this Article:
Peixin Chang, Xin Zhao, Yu Niu, Huanhuan Zhang. Short-Term Load Forecasting Method Based on LSTM-SVR Considering Generalized Demand-Side Resources, Journal of Applied Science and Engineering Innovation, 2023, 10(1), 21-30.
Effect of Psychotherapy on Self-control Ability of Preschool Children
Author: Shi Jing
Author affiliation: 1 Binzhou Polytechnic, Binzhou, Shandong, China;
2 Daejin University, Pocjeon-si, Gyeonggi-Do, Republic of Korea.
Abstract: The phenomenon of inattention is common in many preschool children, which seriously affects the learning of various skills and the development of intelligence. This paper studies the influencing factors of psychotherapy on children’s self-control ability from the perspective of psychology.
Keywords: Self-control ability, Preschool children
How to Cite this Article:
Shi Jing. Effect of Psychotherapy on Self-control Ability of Preschool Children, Journal of Applied Science and Engineering Innovation, 2023, 10(1), 18-20.
Digital Optimization Decision Analysis of Reliability Life Research
Author: Xiao Xiaonan
Author affiliation: Xiamen University Tan Kah Kee College, Zhangzhou 363105, China.
Abstract: With the advent of the global information era and the rapid development of modern science, technology, and economy, intelligent optimization algorithms and statistical optimization analysis have become current and future frontier hot topics in life sciences, artificial intelligence, neural computing, and scientific decision-making. This paper uses a variety of efficient and reliable scientific computing methods such as modern statistical optimization analysis, intelligent optimization algorithms, and big data analysis to discuss life sciences, artificial intelligence, neural computing, ecological environment and other fields in a comprehensive and multi-perspective manner. The method is advanced, and the effect reliable.
Keywords: Survival life analysis; Intelligent optimization algorithm; neural computing; Big data statistical information; Optimal decision and control; Sustainable development strategy
How to Cite this Article:
Xiao Xiaonan. Digital Optimization Decision Analysis of Reliability Life Research, Journal of Applied Science and Engineering Innovation, 2023, 10(1), 13-17.
Design and Implementation of Video Playback Website Based on ElementUi+PHP Technology
Author: Jiayi Xu, Puyi Yue, Ziyang Xu, Chenyu Wu, Mengjie Hou, Hui Zhang
Author affiliation: Faculty of Computer and Software Engineering, Huaiyin Institute of Technology, Huai’an, 223001, China.
Abstract: To cater to the current upsurge of the development of Internet movies and television and people's pursuit of quality of life under the epidemic, The website consists of a simple front-end website for users of all ages and a back- In the course of the project development, we will strive to create a more In the course of the project development, we will strive to create a more concise, practical and human-friendly movie and TV broadcasting website, and make personalized recommendations through data analysis, so that people can achieve more "universal" online on demand under the influence of the epidemic situation, and give full play to the advantages of convenient and fast Internet movies and TV.
Keywords: Film and TV play; PHP technology; Data base
How to Cite this Article:
Jiayi Xu, Puyi Yue, Ziyang Xu, Chenyu Wu, Mengjie Hou, Hui Zhang. Design and Implementation of Video Playback Website Based on ElementUi+PHP Technology, Journal of Applied Science and Engineering Innovation, 2023, 10(1), 5-12.
Digital Optimization Decision Analysis of Reliability Life Research
Author: He Xiang-Shuo
Author affiliation: Institutes of Economics and Administration, North China Electric Power University, Yonghuabei Street, Lianchi District, Baoding, Hebei Province, China.
Abstract: “Mass Entrepreneurship and Innovation" is an important document to cultivate the innovation spirit and consciousness of the whole people. It is a key step to cultivate the innovation consciousness of the whole people, realize the transformation from "Made in China" to "Created in China", and help the great rejuvenation of the Chinese nation. From the perspective of "Mass Entrepreneurship and Innovation", this paper discusses the education and cultivating plan for outstanding engineers in economics and management majors (hereinafter referred to as "outstanding engineers"), studies the ways of cultivating "outstanding engineers" in economics and management majors, and takes * * school as an example to propose a talent cultivating model that can be used for reference by other colleges and majors.
Keywords: Mass Entrepreneurship and Innovation, Outstanding Engineer, Talent cultivation, Educational Practice
How to Cite this Article:
He Xiang-Shuo. Digital Optimization Decision Analysis of Reliability Life Research, Journal of Applied Science and Engineering Innovation, 2023, 10(1), 1-4.