Advances in Intelligent Systems Research

Margin trading in March 31, 2010 officially launched in China, and in 2011 October began to turn to the conventional business. Financing business is the development of a new business better, for the whole development of the securities market with huge opportunities for investors and companies to bring...

Inverted pendulum system is a kind of widely used physical model. In this paper, we present a nonlinear control scheme of single inverted pendulum system based on extended state observer. First, we establish the dynamic equations of inverted pendulum under a generic horizontal force and then linearize...

In this paper, an efficient auxiliary differential equation (ADE) method is proposed to implement stretched-coordinate perfectly matched layer (SC-PML) in finite-difference time-domain (FDTD). The derivation of discrete difference operators for the ADE-PML equation for FDTD is also presented. The numerical...

As an important part in vehicle powertrain mounting system, hydraulic engine mounts (HEM) affect the noise, vibration and harshness (NVH) in vehicle greatly. The modeling and parameter identification of the lumped parameters in model has great significance in the design and study of HEM. A lumped model...

Strong earthquakes are the most violent natural hazards, which have caused huge losses of lives and property to human beings in the last decade. Mining time patterns of seismic events, especially extreme ones, within a specific time window and region, is of great importance to policy making and disaster...

The paper presents a two-phase FEM-based topology optimization for piezoelectric energy harvesting devices. The goal of this research is to improve energy conversion efficiency of the piezoelectric cantilevered plates as an energy harvesting device based on the piezoelectric effect when applied to external...

Nowadays the e-commerce paradigm has prevailed all over the world, definitely changing the way of running businesses and shaping the new business environment. The web-based business solutions have produced a novel type of a consumer, the online consumer, and a specific way of doing business at Internet,...

An approach of sleep stage classification based on Time-Frequency analysis and Random Forest (TFRF) on a single channel is presented in the paper. Before classifying sleep stages, representative features are extracted by feature extraction method, such as FFT in the frequency domain of EEG signal and...

Different kinds of knitted fabric vest are chosen as underwear samples made of a novel pearl - cellulose blend fiber and other functional fibers including Modal, milk fiber, Richcel, Dupont C, Tencel, cotton, viscose etc. Then subjective experiment with four stages is taken by strictly controlling the...

Solving systems of equations (even linear ones) in standard fuzzy arithmetic may be a problem. We suggest an alternative approach which transfers the task to a linear space where the solution may be standard. Fuzzy intervals form a proper subset (in fact, a cone) in this linear space.

In this study, the methods for combining statistical energy analysis (SEA) and the finite element method (FEM) for the vibration analysis of structures are studied. Using the two methods simultaneously isn’t entirely extend a primarily low frequency method, the finite element method, and high frequency...

In ocean military actions, there are many environmental factors to influent the military decision. In this paper, the fuzzy C-means(FCM) clustering is used to evaluate the influents of ocean environment, including sea winds, sea wave, sea current and the sea surface temperature gradient in military game....

Traffic is the major problem which every country faces because of the increase in number of vehicles throughout the world, particularly in large urban areas. Therefore the need arises for simulating and optimizing traffic control algorithms to better accommodate this increasing demand. Fuzzy optimization...

Based on the needs of supporting business in meteorological disaster risk management, this article firstly analyze the characteristics of big data and the connotation of meteorological big data, and clarifies the concept of the big data for meteorological disaster defense, which are composed of five...

Securities market forecasting has long been of interest to analysts and mathematicians due to the obvious opportunity to monetize the research if it proves to be successful. The work of these researchers has led to the creation of various trading algorithms; however, their effectiveness has not yet been...

Breast cancer is one of the most common causes of cancer death, and precise early risk evaluation is the key to improving patient prognosis. Here, we present a new genetic automated intelligence with deep learning (GAID) model integrating data from common female BRCA variants and iPROM measures, as well...

In the contemporary economic landscape characterized by variability, complexity, and ambiguity, SMEs face the dual challenges of high mortality rates and low growth rates. Consequently, enhancing the resilience of SMEs has become an urgent priority. The rapid development of digital inclusive finance...

Welding plays a pivotal role across various industries as an assembly process. During its execution, certain defects and imperfections are likely to emerge. To rectify these imperfections without compromising the integrity of the components, techniques such as non-destructive testing through radiology...

This article explores the construction and practice of an electric grid planning course training system. By analyzing the current development needs and challenges in the field of electric grid planning, an innovative training system framework has been proposed. The framework covers clarifying training...

The fundamental manufacture technology (FMT) is one of the most critical professional courses for the mechanical undergraduate students, and the modular fixture experimental course is an important part of this course. This paper presents the reform for this experimental course by making best of comprehensive...

As a result of the development of the technology in 21st century, information technology is used in music education. This research carried out to assess the usage of information technology by the students who have education in the department of music teaching. The data obtained from the survey method...

The present paper deals with the free vibration analysis of single-walled carbon nanotube in an elastic medium based on nonlocal Euler-Bernoulli beam theory. The differential quadrature method (DQM) is applied to finding free frequencies of nano-beam systems having to the ends translational and rotational...

The paper introduces the design of elevator monitor system, and the system can monitor the running status of the elevator and ensure the safety of the elevator. The system is based on Freescale corporation MCF51AC128 Coldfire microcontroller. We adopted Free Real Time Operating System (FreeRTOS) as software...

starting from the sports theory course---football theory teaching, this paper studies the application of multi-media, which will pose challenges for the traditional single football teaching and training mode, and become the inevitable trend of future teaching as well as the training reform and development....

Under the condition of VB, the study shows it is easy to realize 3D visual reservoir modeling system with the OpenGL library and grid modeling theory, which has the function of scaling, rotating, moving, multilayer interval displaying. Meanwhile, the research proposed specific ideas and case studies...

As an emerging biometric identifica-tion technology, gait recognition is getting more and more attention from re-searchers. By researching the gait charac-teristics mainly when the target is walking, it realizes the recognition of target identity. As the unique feature in long-distance recognition of...

To study LaTeX, the special format of tutorial tasks is supposed. Execution of such tasks makes for the better understanding and memorization of numerous rules of text composition.

Culture tourism is a kind of new research trend and the way of travel in the academic and practical operation, etc. This paper study the conception of Culture tourism and its reasons causing. Furthermore takes Linyi as an example and analyzes its category. The paper takes the relevant measures to promote...

In this paper, a prediction model integrating machine learning and statistical analysis tools is presented to predict the trend of stock market. The proposed approach consists of three stages, as follows. In the first stage, the system uses technical analysis to calculate useful indicators based on historical...

This paper is a selective review of recent studies on learning strategy training from the perspectives of theoretic significance of strategy training research, applications of strategy training in different language skills, and evaluations of learning strategy training. Pedagogical implications of these...

T Synchronization is the one of the most important issues in digital audio watermarking algorithms. This paper describes the audio watermarking algorithms against synchronization attacks, introduces the advantages and disadvantages of each algorithm in detail. The article finally discusses the existing...

Gender information, as a crucial part of human demographics, is valuable for its abundant connotations and potential applications. Though much effort has been made on the problem of gender inference, most existing methods are highly dependent on data from specific sources, like Twitter, and are difficult...

With the rapid development of information technology, lots of enterprises are being faced with resource share and information exchange under global heterogeneous environment. However, the MOM and XML technology can provide a better solution for the realization of information exchange and resource share...

Aggregation theory often deals with measures of central tendency of quantitative data. As sometimes a different kind of information fusion is needed, an axiomatization of spread measures was introduced recently. In this contribution we explore the properties of WDpWAM and WDpOWA operators, which are...

It is of vital importance to evaluate scientifically and accurately the ability of military logistics distribution center for promoting distribution efficiency and satisfying war requirements. Faced with the problem of low accuracy in evaluating the ability of current military logistics distribution...

The subject of this article is the current state and prospects for the development of digital technologies in agricultural marketing including e-channels for the promotion of agricultural products. Main digital forms of promotion were described and classified, among them: electronic exchange trading...

According to the status quo of a reservoir dam, relevant hydraulic calculations and structural calculations are carried out on the dam body and its ancillary buildings, which reveal that the dam body was not up to standard for flood control, the left abutment of the dam body was leaking, sliding resistance...

Understanding of numbers refers to number sense. Number sense is basic for learning numbers. The aims of this study are to describe 7th students’ number sense who have reflective and impulsive cognitive styles fraction. The subjects were students of the 7th grade. All students’ were given Matching Familiar...

As one of the most important technical decision model, Group Decision Supporting System (GDSS) has been paid more and more attention for its effects on constructing the group decision innovation capability and sustainable strategic competitiveness in the problem-solving tools. The study aims to explore...

The Optic packet transport is the ideal technology, that realizes seamless connection of the optical transport network and electric layer IP network. The paper studies two kinds of current mainstream technology, include the optical transport network and the packet transport network, and discusses the...

Micro-milling is emerging as a promising fabrication process to serve the increasing needs in making miniature parts with complex three-dimensional 3D features. The prediction model of cutting force is important in a correct choice of cutting parameters, reasonable design of micro tools and accurate...

Two-dimensional bin packing is encountered in various applications where small rectangular items are packed into a minimum number of large rectangular objects (bins). Aiming at an optimal area utilization, the paper presents an effective constructive heuristic approach to two-dimensional bin packing....

The emotion classification of text is an important research direction of text mining. Application on emotion text classification, latent semantic analysis algorithm has advantage of small occupied space, applicable to a large scale of text classifications. Compared with the traditional vector space model,...

Students support service as the characteristics and advantages plays a large role increasingly in distance and open education, while the educators from the distance and open education are practicing their work deeply. As a new mode of education, the Open University has to further make the connotation...

This study presents a comparative analysis of three popular clustering algorithms, DBSCAN and KMeans, Agglomerative Clustering applied to geospatial data. We focus on their performance based on the silhouette score, examining their ability to identify meaningful clusters in noisy data. Our results show...

Irrigation is an activity of flowing, regulating, and controlling water on a farmer's land based on a certain quantity and period. However, the management of irrigation performance has not been optimal, causing various impacts, especially the imbalance in IPAIR payments. So this study focuses on...

Flood natural disasters to the human society has caused heavy casualties and property losses, etc., based on the statistical analysis of Sichuan Bazhong flood formation mechanism of natural disasters, on the basis of using risk management theory and methods of building mathematical model for the evaluation...

Based on the data of foreign trade and economic development of central China in 2001-2010, this paper explores the correlation between them. A linear regression analysis model to empirically explore the correlation between them is built. The result shows that there is a positive high linear correlation...

Electronic Book or e-Book has been adopted in the education system throughout the worlddue to its positive effect to the learning environment. This paper is a part of a continuous research effort in the Malaysian e-Book project with the aim of investigating the effect of e-Book on students’ learning...

Array is widely used in software development, but in static analysis, array cannot be perfectly processed. There exists a series of problems, such as incompletely representation of the associations of different memory units. In this paper, a memory model Symbolic Region Model (SRM) is proposed. It can...

Emerging sequences (ESs) represent some strong distinguishing knowledge and are very useful for building powerful classifiers. The shared emerging sequences (SESs) are some emerging sequences shared by two or more datasets, which show great values in dataset similarity measure. As for the application...

It is always one of the social spot lights that students whose family have financial difficulties in affording tuition fee of advanced education. University counselors and educational workers need to think carefully about how to raise the efficiency of financial aid program, so that the improvement from...

In order to improve the yield of erinacine from H. erinaceus, with pretreatment of enzymatic and acid hydrolysis, then combined with the method of industrial alcohol reflux extraction, significantly the extraction yield of erinacine was improved from 2.4% to 3.2%. In order to optimize extraction process...

With the rapid development of industry design, the convenience and beautiful degree of the table got the attention of people, due to the folding table is easy to use and easy to transport, it has become an indispensable furniture in hotels, exhibitions and other places. Flat folding table design concept...

The role of Ca2+ release from endoplasmic reticulum (ER) in influencing intracellular Ca2+ oscillation is elucidated. Various types of oscillations in a two-pool model are discussed, based on fast-slow dynamic analysis. Three types of burster are obtained by varying the parameter affecting Ca2+ release...

In this paper we improve the computer algorithm of Zhou and Winkler for computing relative Groebner bases which used in Computer aided design and Robotics, etc. We introduce the concept of difference differential degree compatibility on generalized term orders. Then we prove that in the process of the...

Engine overheating is a common fault of wheeled armored vehicles, and the cause of overheating is very more. In this paper, the author through their own professional knowledge and experience, finding out the reason of several engine overheating, and summarizes several useful overheating fault diagnosis...

The higher-order statistics method can process non-Gaussian (that needs to consider non-Gaussian, colour noise, non-liner, non-minimum phase or cycling stability message) effectively. Furthermore these methods can provide more useful message than second-order statistics based methods. In this paper,...

In the eve of power system decarbonization, the balancing mechanisms are becoming crucial to maintain continuous operation of the system. The stochastic nature of wind and solar units requests more balancing energy and it affects prices on both energy and balancing markets. This paper will try to address...

This article deals with usage of agent-service approach for development of intelligent decision-making support systems (IDSS). Concepts of agent and multi-agent systems are being considered, and description of agent-service approach is given. Detailed description of IDSS “Situation polygon” is provided....

To solve the fit problem between the face and the mask in the market, 7 facial indexes related facial masks of 194 adults were measured in this paper. Factor analysis was undertaken and two main factors were chosen. Through counting the relative index, 3 representative body indexes were selected as clustering...

This paper suggests that the interaction between consumers has an impact on market structure, in addition to each consumer’s own behavior. In this paper, we replicate the artificial market model proposed by Onozaki and Yanagita, and extend it by adding the network of consumers in order to show that the...

This article foremost introduces the survivability theory into the analysis of APT penetration, proposes the concept of penetration survivability and addresses it from the basic attributes of concealment, recoverability, self-adaptability and evolutionary. Proposed a survivability-oriented APT penetration...

Underwater vehicles are the vehicle that can be moved and controlled in water by remotely. Autonomous Underw ater Vehicle (AUV) is one type of underwater robot that is being developed lately. Unlike Remotely Operated Vehicle (ROV) which can be controlled manually using the remote. AUV can move automatically...

With the development of the economy and the introduction of the concepts of carbon peaking and carbon neutrality, the concept of sustainable development has deeply penetrated people’s hearts. In recent years, the rural economy has developed rapidly, and electric vehicles have entered every household....

According to present conditions of students majoring in Editing and Publishing with common issues of low professional interests,based on the result of empirical investigation, it constructs cultivating the extracurricular supplementary teaching platforms on the basis of WeChat's "4+4+4" professional...

The construction of a harmonious campus is an important part of building a harmonious society. It has an important role in promoting the construction of harmonious society. Harmonious campus construction is a premise to provide a reliable guarantee of teaching and education, and key support for the contemporary...

This paper selected Changping District located in suburban area of Beijing as a case study, based on Land sat TM image data in 1998 and 2009 for extracting the information about vegetation index and land use. It analyzed the relationship between land use change and vegetation indexes for providing the...

Table tennis is very common in our country Generally believe that Table tennis can improve body function But the exact extent of the impact is still no concrete research In this study, using the fuzzy comprehensive evaluation method , Established the Fuzzy mathematical model of the Table tennis affect...

It is necessary to follow the law of development of universities and colleges, push the reform of the management system of universities and colleges, eliminate the hindrance from system or mechanism, reinforce and innovate the management of universities and colleges, establish a scientific and democratic...

Some research have explained the difference of effect between power frequency current with lightening current injecting into earthing network. The surface of the earthing body can be approximately regarded as equipotential surface in the case of power frequency no matter how large the area of an earthing...

Taking the real estate development enterprises in China's 31 provinces and cities as research object, we have applied the Super Efficiency DEA model to measure their technical, pure technical efficiency, scale efficiency and inter-annual change trend between 2007 and 2011 in this dissertation. Using...

FTP has been widely used on the Internet, the current application and research mainly focus on the FTP download technology, but upload technology research is rarely involved, especially for single file multithreaded upload technology. Now days, users often need to upload some large files to the server,...

The construction of school productive training base in the higher vocational colleges is the inevitable choice to deepen the cooperation between Higher Vocational Colleges and enterprises, and the students could complete work process to produce the product or commodity in a real production environment...

The development of China’s eastern regions shows the characteristic that the industry transfers to inland in recent years. As the developing areas, the western regions of China must resolve an important question which is effectively undertake the various industries from the eastern regions and continue...

The problem of optimization gas or oil pipelines arrangement can be converted into Fermat problem of “Two points and One Line”. The optimal arrangement of pipelines with the same unit cost of shared or non - shared pipeline (OAPSU-Model) is proposed to study the problems of lowest cost of pipelines firstly....

In order to restrain the congestion phenomenon in Internet, a congestion control algorithm with state preestimate is proposed based on discrete global sliding mode control theory. Taking into account the uncertain and time-delay factors in actual Internet, a discrete global sliding surface with state...

A defecation monitoring system based on weighing sensor with Internet Plus was designed in the paper. In the system, 8051 single chip is applied as a control core. First of all, users' defecation information is collected by some weight sensors. And then, the information about change in weight that is...

With the popularity of NAND flash memory, exploiting garbage collection techniques to improve the lifetime of NAND flash memory has become a critical issue in the design of flash translation layer (FTL). However, the existing garbage collection theories always focus on the selection of victim block,...

In order to study the effect of shot peening on water vapor oxidation resistance of austenitic stainless steel TP347H, spare reheater tube of a certain power plant is made into the experimental sample, and part of the samples have been shot blasted, the experimental samples are used to do the contrast...

Abstract—Power quality improvement can be done effectively by adding passive or active filters in series or parallel with the line. Active filters perform efficiently but it is not cost effective. Traditional passive filters are cost effective but they are permanently connected to the system and draw...

Determination of compaction degree is an important method in the foundation treatment, especially in the foundation quality detection after the replacement of crushed stone. According to the basic engineering, foundation treatment and other relevant theoretical knowledge, to calculate the degree of compaction...

Taking the 511 popular science policies promulgated by China from 1994 to 2013 as the research sample, this paper makes a statistic analysis on the quantity of policy dispatch subject, and discussed the constitution of policy subject and the condition of separate or joint dispatch on this basis. The...

Unmanned aerial vehicle (UAV), today, plays prominent role in many parts of human activity. Not only in military area, also UAV using in emergency response, urban planning, healthcare, agriculture, waste management, mining, telecommunication, etc. One of serious problems exploitation UAV is accuracy...

The hidden model is a typical state prediction model, which has been widely used in the field of industrial production state monitoring in recent years. This paper analyzes the basic principle of HMM, puts forward three basic algorithms for fault prediction of communication system, analyzes the structural...

In order to measure the intersection of rotatable arc guideway system, namely, the distance from the center determined by the rotatable arc guideway to the axis line of rotation, a crosshair target was fixed on the slider sliding along the arc guideway, and a theodolite was installed in the front of...

Supply Chain Management is a relationship between related components in a company. The relationship between the complex components of supply chain needs to be measured and evaluate the performance so it can be increased by effectively and the company can run the business properly. Case studies conducted...

Forecasting international iron ore is a well-known issue, BIC criterion is used to select the relevant variables of iron ore price. On the basis of the traditional extreme learning machine (ELM), the regular term is introduced to control the complexity of the model, and the genetic algorithm (GA) is...

Geometrical inaccuracies, in a statically clamped workpiece subjected to cutting forces, are mainly caused by the contact deformations at the locators and the structural deformations in the body of the workpiece. In addition, during machining the structural deformations continuously increase as the workpiece...

Lacking an operational definition of autonomy has considerably weakened the concept's impact in systems engineering. Most current "autonomous" systems are built to operate in conditions more or less fully described a priori, which is insufficient for achieving highly autonomous systems that adapt efficiently...

The matching technique of model-plant performance data can be used to solve several problems, such as fault diagnosis, the model calibration and deterioration estimation etc. In present paper, model-plant performance matching from the limited number of measured quantities is proposed. A gas power generator...

This paper introduces random perturbations into the established system of stochastic forest evolution, and studies the system of stochastic forest evolution in Hilbert space, at the same time, using Kolmogorov's inequality and Burkholder-Davis- Gundy's inequality, analyzes the existence uniqueness of...

The malicious code on the network is increasingly rampant that the traditional detection method of characteristic code has been difficult to deal with malicious code, with features of various variants, deformations and other problems. In this paper we present a new static analysis model based on software...

The paper analyzes the issues of providing information security of Industrial Internet of Things (IIoT). The features of both known and unknown attack detection in IIoT systems, in particular in wireless sensor networks, are considered. The analysis is carried using WSN-DS database as an exemplary case....

The revolutionary potential of Augmented Reality (AR) in education is examined in this study, with a focus on how it might be used to build immersive and interactive learning environments. By fusing digital data with the real environment, augmented reality (AR) creates immersive, interactive experiences....

The design of this system is a real-time measurement of heart rate based on the Internet of Things (IoT) method of IBM Bluemix. Analysis of ECG (electrocardiogram) is using the help of sensors AD8232 and Arduino as useful hardware to determine the frequency of the patient’s heartbeat. The results of...

To solve problems involving sequential decision-making, Deep Reinforcement Learning (DRL) combines the advantages of Reinforcement Learning (RL) and Deep Learning (DL). These fusions are skilled at training agents for video games because they use neural networks to approximate nonlinear functions. The...

Wireless sensor networks (WSN) are viewed as a group of sensor nodes that monitor an area and interact collectively to provide data directly to the base station (BS) or intermediate sensor nodes through single-hop routing, multi-hop routing. The main characteristics of a WSN are: lifetime, rate of loss...

The practice teaching which cultivates students' professional ability is a distinguished characteristic of higher vocational education. This research focuses on two aspects of network security -- "attack" and "prevention". Hoping to realize the goal of higher vocational education, it explains how to...

Cultivating innovative talents is a rather concerned and major problem not only in some Chinese basic work, that is, to become an innovative country and a human resources powerful nation and to bring about a great rejuvenation of the Chinese nation, but also in National Medium and Long-term Education...