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31,456 Article Results

Predicting the user navigation pattern from web logs using weighted support approach

10.11591/ijeecs.v21.i3.pp1722-1730
Om Prakash P. G. , Jaya A. , Ananthakumaran S. , Ganesh G.
A weblog contains the history of previous user navigation pattern. If the customer accesses any portal of organization website, the log is generated in web server, based on sequence of user transaction. The weblog stored in the web server as unstructured format, it contains both positive and negative responses i.e. successful and unsuccessful responses, identifying the positive and negative response is not useful for identifying user behavior of individual user. Initially the successful response is taken, from that conversion of unstructured log format to structured log format through data preprocessing technique. The process of data preprocessor contains three step process data cleaning, user identification and session identification. The pattern is discovered by preprocessing technique from that user navigation pattern is generated. From that navigation pattern classifier technique is applied, the conversion of sequence pattern to sub sequence pattern by clustering technique. This research is to identify the user navigation pattern from weblog. The Improved Spanning classification algorithm classifies the frequent, infrequent and semi frequent pattern. To identify the optimal webpage using classificatopn algorithm from thet user behavior is identified.
Volume: 21
Issue: 3
Page: 1722-1730
Publish at: 2021-03-01

A new multilevel inverter topology based on switched-capacitor technique

10.11591/ijpeds.v12.i1.pp627-636
Saifullah Kakar , S. M. Ayob , M. Saad Bin Arif , N.M. Nordin , Z. Daud , R. Ayop
This paper presents a new multilevel inverter based on the switched-capacitor technique. The topology aims for renewable energy and fuel cell applications that demand high magnitude output ac voltage. This configuration of the inverter can produce a total of thirteen voltage levels using a single DC source. The topology features voltage boosting with a triple gain of the input voltage source without utilizing a boost DC-DC converter. Furthermore, the voltages of the capacitors are self-balanced at any desired voltage level during each cycle. Therefore, auxiliary circuits are no longer needed. A comparative study of the presented inverter with the classical topologies and recently introduced topologies has been done in power switches, driver circuits, blocking voltage of the switches, and boosting the input voltage. A simple fundamental switching scheme is applied to the proposed topology to validate the viability of the topology.
Volume: 12
Issue: 1
Page: 627-636
Publish at: 2021-03-01

Improved hybrid algorithm based on GA and local search method for asymmetrical 9-level inverter

10.11591/ijeecs.v21.i3.pp1309-1316
Rim Feyrouz Abdelgoui , Rachid Taleb , Abderrahim Bentaallah , Fayçal Chabni
Selective Harmonic elimination has emerged as an in-depth research method to replace traditional PWM technology. This study demonstrates the selective harmonic elimination by using a hybrid Genetic algorithm GA and local search (GA-LS) method of a uniform asymmetric multilevel inverter called USAMI That removes the higher-order harmonics defined while maintaining the fundamental voltage needed. This new technology can be implemented at any USAMI level. For example, in this article, we plan to use USAMI at 9 levels and find the optimal switching angle to remove the 5th, 7th, and 11th harmonics.
Volume: 21
Issue: 3
Page: 1309-1316
Publish at: 2021-03-01

Augmented robust T-S fuzzy control based PMSG wind turbine improved with H∞ performance

10.11591/ijpeds.v12.i1.pp585-596
Naoual Tidjani , Abderrezak Guessoum
In this paper, an improved augmented Takagi-Sugeno fuzzy control design applied to the system of converting wind turbine energy was proposed. The wind generator used is based on a permanent magnet synchronous wind power generator (PMSG) under varying operation of the wind speed. The proposed T-S fuzzy control strategy aims to maximize wind energy in low wind speed. A part of our contribution lies in the limitation of the power output of the wind generator in high wind speed. Through the concept of the virtual desired variables, the design of the output tracking controller is achieved. In light of this concept, the developed T-S fuzzy control was designed via parallel-distributed compensation (PDC) approach with H∞ performance.Sufficient conditions for the stability of the closed-loop system affected by external disturbances are proved from Lyapunov’s direct method and the feedback gains of the controller strategy are determined by linear matrix inequalities (LMIs) tools. Another contribution is in showing the robustness of the Takagi-Sugeno based control strategy, with a focus on a set of system parameters with model uncertainties. The simulation results show the high performance of the proposed controller strategy for a 5MW (PMSG) obtained through simulation.
Volume: 12
Issue: 1
Page: 585-596
Publish at: 2021-03-01

The use of reflective practice towards achieving effective English language teaching at primary schools

10.11591/ijere.v10i1.20956
Siti Noor Aneeis Hashim , Nurahimah Mohd Yusoff
The purpose of this study was to explore the use of reflective practice by English language teachers in providing effective English language teaching in primary school classrooms. This qualitative case study involving six in-service English language teachers who were selected based on purposive sampling. The data in this study were collected using teachers’ reflection logs and a series of semi-structured interviews with the English language teachers. Thematic analysis was used to identify emerging themes based on the codes gathered from the interviews and teachers’ reflections logs. The results showed that the English language teachers used reflective practice erstwhile in preparing and providing effective English language teaching for the students. They reviewed what has been accomplished and identify constructive guidelines to follow to succeed in the future teaching. They have also been doing variations of changes in teaching based on reflecting on the quality of instruction, levels of instruction, using incentive to motivate the students and managing time equally in teaching and learning process to help the children in learning English language. Since there is no clear guideline for teachers who use reflective practice in their classes, this study provided some insights on the preparations and the use of reflective practice as part of their teaching and learning process.
Volume: 10
Issue: 1
Page: 364-374
Publish at: 2021-03-01

A fast and robust reference current generation algorithm for three-phase shunt active power filter

10.11591/ijpeds.v12.i1.pp121-129
Zakaria Chedjara , Ahmed Massoum , Patrice Wira , Ahmed Safa , Abdelmadjid Gouichiche
The identification of the reference currents constitutes an important part of the control of the active power filter. This part requires an accurate estimation of the frequency, phase, and proper extraction of the load current harmonics. This makes the modeling more difficult and requests a rigorous selection of techniques to be used. For the sake of simplicity, the direct method is motivated by the need for the simplicity and flexibility than the existing techniques such as the instantaneous power theory and diphase currents method. However, this method requires a robust phase-locked loop to extract the unity voltages and a robust controller to estimate the magnitude of the source current. To this end, this paper proposes the hybrid phase-locked loop (HPLL) as a good option mainly because 1) it achieves zero phase error under frequency drifts, 2) Fast dynamic response, 3) totally block the DC offset, 4) From the control point of view, it is a type 1 control system which results in high stability margin. To the best of authors’ knowledge, the HPLL has not been used in active power filter yet. Furthermore, a neural PI regulator is used to estimate the magnitude of the source current. Simulation results show the efficiency of the proposed technique and illustrate all its interesting features. For the sake of comparison, the proposed method is compared to other advanced techniques.
Volume: 12
Issue: 1
Page: 121-129
Publish at: 2021-03-01

A 3-dimensional fast machine learning algorithm for mobile unmanned aerial vehicle base stations

10.11591/ijaas.v10.i1.pp28-38
Wasswa Shafik , S. Motjaba Matinkhah , Solagbade Saheed Afolabi , Mamman Nur Sanda
The 5G technology is predicted to achieve the unoptimized millimeter Wave (mmWave) of 30 to 300 GHz bands. This unoptimized band is because of the loss of mm-Wave bands, like path attenuation and propagation losses. Nonetheless, because: (i) Directional transmission paving way for beamforming to recompense for the path attenuation; and (ii) Sophisticated placement concreteness of the base stations (BS) is the best alternative for array wireless communications in mmWave bands (that is to say 100 to 150 m). The advance in technology and innovation of unmanned aerial vehicles (UAVs) necessitates many opportunities and uncertainties. UAVs are agile and can fly all complexities of the terrains making ground robots unsuitable. The UAV may be managed either independently aboard computers or through distance controlled by a flight attendant on pulverized wireless communication links in our case 5G. Although a fast algorithm solved the problematic aspect of beam selection for 2-dimensional scenarios. This paper presents 3-dimensional scenarios for UAVs. We modeled beam selection with environmental responsiveness in millimeter Wave UAV to accomplish close optimum assessments on a regular period through learning from the available situation.
Volume: 10
Issue: 1
Page: 28-38
Publish at: 2021-03-01

Effect of service quality and motivation on the consumption behavior of students in the academic services

10.11591/ijere.v10i1.20794
Kuswanto Kuswanto , Irzal Anderson
This study aimed to determine the effect of service quality and motivation to the consumption behavior of students in utilizing academic services. This research involved 87 students of Economic Education Study Program in University of Jambi, Indonesia. The data were analyzed using structural equation modeling with partial least squares technique (SEM-PLS). Student consumption behavior is an illustration of the level of satisfaction in utilizing academic services provided by universities. Satisfaction with academic services is a measure of the success of higher education performance in providing education. A good indicator of consumer behavior variables, namely making the University of Jambi academic services the best choice and choosing them as institutions of higher education to meet learning needs on an ongoing basis. The quality of academic services is shown by indicators of the reliability of officers in providing academic services, accuracy in the delivery of information, responsiveness in responding to complaints and student requests and harmonization of service relationships between officers and students. While consumption motivation is indicated by an indicator of trust in the services consumed it will facilitate the completion of academic affairs and the existence of attractive offers from higher education institutions. The quality of academic services has a significant effect on consumer behavior of students. Moreover, the consumption motivation variable is proven to be a significant mediator on the effect of service quality on student’s consumption behavior.
Volume: 10
Issue: 1
Page: 86-96
Publish at: 2021-03-01

Key exchange based on Diffie-Hellman protocol and image registration

10.11591/ijeecs.v21.i3.pp1751-1758
Rachid Rimani , Naima Hadj Said , Adda Ali Pacha , Ozen Ozer
Nowadays, with the advences in ICT and rapid development of mobile internet; media information shared on the various communication networks requires the existence of adequate security measures. Cryptography becoming an effective way to meet these requirements and for maintain the confidentiality. However, communicating with encrypted messages requires secret key exchange, which is a part of a complex protocol. In this paper, we propose a new method for exchanging key based on Diffie-Hellman protocol and image registration with fast fourier transform, the principle of this method consists to concealing the key in a set of transformed images. Therefore, image registration allows finding transformations between images, which become a tool for recovering the key by the receiver.
Volume: 21
Issue: 3
Page: 1751-1758
Publish at: 2021-03-01

Uncertainty and sensitivity analysis applied to a voltage series operational amplifier

10.11591/ijeecs.v21.i3.pp1347-1355
Mohammad Nizam Ibrahim , Zainal Hisham Che Soh , Nor Shahanim Mohamad Hadis , Ali Othman
This paper investigates the applied uncertainty and sensitivity analysis to resistors used in voltage series operational amplifier circuit. Two resistors bands are considered which are the gold band (5% uncertainty) and the silver band (10% uncertainty). To generate resistors uncertainty sample points, the SIMLAB uncertainty and sensitivity tool is used. A total of  sample points based on Sobol’ technique has been created for each resistor band. The voltage series amplifier is modelled in MATLAB/Simulink. A MATLAB script has been written to execute Monte-Carlo simulations for reading the resistor sample points, updating and executing the voltage series model and finally calculating the voltage gain. The result of uncertainty analysis shows that the produced voltage gain is uncertain within the range of  for the gold band and  for the silver band with respect to a reference voltage gain. The result of sensitivity analysis shows that each resistor, although their values are different, contributes equally contribution to the uncertainty of voltage gain.
Volume: 21
Issue: 3
Page: 1347-1355
Publish at: 2021-03-01

Design of energy-efficient multiplier based on 3:2 compressor

10.11591/ijra.v10i1.pp51-58
Inamul Hussain , Saurabh Chaudhury
A multiplier circuit is one of the most important functional blocks of many nano-electronic, control and automation applications. In this work, an energy-efficient multiplier is reported based on a 3:2 compressor. The multiplier has been designed in three different parts. In the first part, a partial product (PP) generator is used. In the second part, the partial products are reduced which is termed as PPP (partial product processing). Whereas in the third step final addition is performed. PPs are produced by using AND gates. The PPP is designed in two-phase. In the first phase, the Wallace tree logarithm has been used to reduce the PPs. Whereas, in the second phase the PPs are reduced by using energy-efficient half adder and 3:2 compressor. At last, in the third step, by using a carry-save adder final addition has been computed. The performance analysis of the designed multiplier is evaluated and compared with other multiplier circuits. The multiplier shows performance improvements by 20.55%-46% for the power supply variation from 1.2 V to 0.6 V. All the simulations and analyses have been carried out by using the Synopsys EDA tool.
Volume: 10
Issue: 1
Page: 51-58
Publish at: 2021-03-01

Deployment of internet of things-based cloudlet-cloud for surveillance operations

10.11591/ijai.v10.i1.pp24-34
Edje E. Abel , Abd Latiff Muhammad Shafie , Weng Howe Chan
This research proposes the design of internet of things (IoT) camera/toxic gas sensors for the surveillance of a nation’s borders. Also, a wearable radio frequency identification (RFID) tag with built-in body-temperature/heartbeat sensors, for monitoring the health status and locations of military personnel while on border patrol duty or in battlefield combats. Mobile micro-controllers are deployed to gather sensed data retrieved from the sensors/RFID tags and transmitted to a cloudlet situated at the command control center, located 200 meters away from the sensor devices. Consequently, sensed data are dispatch to the cloud data center when there is a need for offline data mining or analysis. The distinguishing feature of our proposed system from previous researches is that the health status and locations of troops (soldiers) are monitored while they are in border patrol duty or in battlefield combats. Also, the introduction of cloudlet services closer to the IoT sensor devices for collection of sensed data. This way, the sensed data or information gathered at the cloudlet will aid timely information retrieval that will speed up intelligence gathering for strategic military operations, especially in critical situations. This is an innovative attempt to apply IoT-enabled cloudlet-based cloud computing to support military operations.
Volume: 10
Issue: 1
Page: 24-34
Publish at: 2021-03-01

Internet of Things-based home automation, energy management and smart security system

10.11591/ijra.v10i1.pp32-40
U. I. Bature , N. M. Tahir , A. K. Abubakar , A. Makama
Objects can easily be remotely sensed, monitored and controlled when home is automated using the Internet of Things (IoT); this will give room for direct integration of the real world into computerized systems. Energy consumption is defined as the degree of the amount of power expended by a given load in an electric circuit. Nowadays, inefficient techniques used in monitoring and control of power consuming devices has contributed immensely in the high rate of power consumption in our homes, institutions, business places, and marketplaces. The design and implementation of an IoT-based home automation, energy management and smart security system has been proposed in this paper. The components used in the development of the system unit include an ESP8266 Wi-Fi component and the universal Arduino imbedded controller. The proposed scheme is aimed at assisting and supporting an efficient usage of power, and by doing so, power consumption as well as the risk of fire outbreaks will be greatly reduced to the barest minimal. The capability of remotely monitoring and controlling both electrical and electronic appliances via a web application is the main feature of the proposed scheme. The scheme provides better efficiency and accuracy as well as economic benefits.
Volume: 10
Issue: 1
Page: 32-40
Publish at: 2021-03-01

Finite element analysis on permeability of cut-off wall for landfill

10.11591/ijra.v10i1.pp59-67
Guozhong Dai , Jiajing Xu , Shujin Li , Xiongwei Li , Guicai Shi , Weicheng Shi
Finite element method is an efficient numerical calculation method based on information technology, which can be used to solve complex equations in various problems. At present, the finite element method is mainly used to deal with seepage problems in dams, while there is less study on seepage in landfill. In this paper, finite element method is used to analyze the seepage of cut-off wall of a landfill in Jiangsu Province, and the movement of landfill leachate in cut-off wall under different conditions is simulated. The simulation results show that The cut-off wall can effectively slow down the seepage velocity of leachate; Under different conditions, the maximum gradient of the cut-off wall are 18.68 and 13.84 respectively, which conforms to Chinese national standard. Therefore, the design of cut-off wall is safe and reasonable, and filtration erosion will not occur; This simulation method combined with information technology can provide new solutions and ideas for other projects to verify safety and rationality.
Volume: 10
Issue: 1
Page: 59-67
Publish at: 2021-03-01

Technical experience with tempera paintings in a bachelor degree course in Turkey

10.11591/ijere.v10i1.20667
Gonca Erim , Ismail Tetikci , Remziye Ersoy
This article aims to understand the place of the tempera technique in art history, which is thought to be encountered for the first time by art education undergraduate students, and to determine the effects on the participants after the application. The study consists of the findings and results of the first and second research questions in the master thesis “Tempera technique and its use in the course of painting courses on undergraduate level.” In this study the “case study” pattern was used, and is one of the qualitative research approaches. The participants of the research are eight students studying in Bursa Uludag University, Faculty of Education, Department of Fine Arts Education in the 2018-2019 academic year. The data collection tools of literature review and two interview forms interview were used. The findings obtained were evaluated by thematic analysis technique. According to the findings obtained in the research, it was observed that the participants did not have prior knowledge about the tempera technique before oral presentation and application. It was concluded that there were differences in the levels of interest and knowledge after the teaching process, and that there were positive changes in their opinions regarding the technique.
Volume: 10
Issue: 1
Page: 245-254
Publish at: 2021-03-01
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