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29,922 Article Results

Chaos and bifurcation in time delayed third order phase-locked loop

10.11591/ijece.v11i2.pp1431-1438
Bassam Harb , Mohammad Qudah , Ibrahim Ghareeb , Ahmad Harb
In this paper, the modern nonlinear theory is applied to a third order phase locked loop (PLL) with a feedback time delay. Due to this delay, different behaviors that are not accounted for in a conventional PLL model are identified, namely, oscillatory instability, periodic doubling and chaos. Firstly, a Pade approximation is used to model the time delay where it is utilized in deriving the state space representation of the PLL under investigation. The PLL under consideration is simulated with and without time delay. It is shown that for certain loop gain (control parameter) and time delay values, the system changes its stability and becomes chaotic. Simulations show that the PLL with time delay becomes chaotic for control parameter value less than the one without time delay, i.e, the stable region becomes narrower. Moreover, the chaotic region becomes wider as time delay increases.
Volume: 11
Issue: 2
Page: 1431-1438
Publish at: 2021-04-01

A 9.38-bit, 422nW, high linear SAR-ADC for wireless implantable system

10.12928/telkomnika.v19i2.18318
Silpa Kesav; CVR College of Engineering Velagaleti , Nayanathara; CVR College of Engineering K. S. , Madhavi; Siddhartha Institute of Engineering & Technology B. K.
In wireless implantable systems (WIS) low power consumption and linearity are the most prominent performance metrics in data acquisition systems. successive approximation register-analog to digital converter (SAR-ADC) is used for data processing in WIS. In this research work, a 10-bit low power high linear SAR-ADC has been designed for WIS. The proposed SAR-ADC architecture is designed using the sample and hold (S/H) circuit consisting of a bootstrap circuit with a dummy switch. This SAR-ADC has a dynamic latch comparator, a split capacitance digital to analog converter (SC-DAC) with mismatch calibration, and a SAR using D-flipflop. This architecture is designed in 45 nm CMOS technology. This ADC reduces non-linearity errors and improve the output voltage swing due to the usage of a clock booster and dummy switch in the sample and hold. The calculated outcomes of the proposed SAR ADC display that with on-chip calibration an ENOB of 9.38 (bits), spurious free distortion ratio (SFDR) of 58.621 dB, and ± 0.2 LSB DNL and ± 0.4LSB INL after calibration.
Volume: 19
Issue: 2
Page: 547-555
Publish at: 2021-04-01

Classification of rice plant nitrogen nutrient status using k-nearest neighbors (k-NN) with light intensity data

10.11591/ijeecs.v22.i1.pp179-186
Muliady Muliady , Lim Tien Sze , Koo Voon Chet , Suhadra Patra
Crop management including the efficient use of nitrogen (N) fertilizer is important to ensure crop productivity. Human error in judging the leaf greenness when using the leaf color chart (LCC) to estimate the rice plant N nutrient status has encouraged numerous researchers to implement a machine-learning algorithm but experienced some issues in calibration and lighting. The datasets are created at 6.00-7.00AM (consistent lighting) and including light intensity, so each dataset contains RGB value and light intensity as inputs, and LCC value as a target. A system consists of a smartphone with an application that prevents user from taking an image if the light intensity is not in 2000-3500 lux, and a computer for preprocessing and classification purposes were developed. The preprocessing included cropping, splitting the rice leaf images, and calculating the average RGB values. A k-NN classifier is implemented and by using a cross-validation method is found k=5 gives the best accuracy of 97,22%. The in-site test of the system also works with an accuracy of 96.40%. 
Volume: 22
Issue: 1
Page: 179-186
Publish at: 2021-04-01

FACTS allocation considering loads uncertainty, steady state operation constraints, and dynamic operation constraints

10.11591/ijece.v11i2.pp945-955
M. M. H. Elroby , S. F. Mekhamer , H. E. A. Talaat , M. A. Moustafa Hassan
This study proposes an algorithm to allocate different types of flexible AC transmission system (FACTS) in power systems. The main objective of this study is to maximize profit by minimizing the system’s operating cost including FACTS devices (FDs) installation cost. Dynamic and steady state operating restrictions with loads uncertainty are included in the problem formulation. The overall problem is solved using both teaching learning based optimization (TLBO) technique for attaining the optimal allocation of the FDs as main-optimization problem and matpower interior point solver (MIPS) for optimal power flow (OPF) as the sub-optimization problem. The validation of the proposed approach is verified by applying it to test system of 59-bus; Simplified 14-Generator model of the South East Australian power system.
Volume: 11
Issue: 2
Page: 945-955
Publish at: 2021-04-01

Maximum power point tracking control for wind turbines with battery storage system

10.12928/telkomnika.v19i2.16346
Ismail Sh. B.; Wasit University Hburi , Hasan Fahad Al; Wasit University Kazaali , Ogoz; Altınbaş University BAYAT , Nibras Hazim Abbas Sarray; Altinbas University Atab
In wind energy conversation systems (WECS), power quality and energy conversion efficiency are crucial aims of control algorithms. These two points are self-contradictory and difficult to trade off where enhancing the efficiency of conversion may also enhance instability of output signal as well. In current work, we submit a wind turbines control scheme to ensure regular power and achieve variable load requests in battery based variable speed PMGS system. In the submitted scheme, model predictive control (MPC) is joint with fuzzy logic to achieve the advantages of these two diverse approaches. The suggested controller could enhance the power reliability performance of the wind turbine. According to obtained results, the proposed topology overcomes the traditional proportional/integral (PI) model by achieving profits in the context of step-overshoot response and the measure of total harmonic-distortion of nearly 1.1 percent and 1.13 percent, respectively.
Volume: 19
Issue: 2
Page: 564-574
Publish at: 2021-04-01

Arabic tweeps dialect prediction based on machine learning approach

10.11591/ijece.v11i2.pp1627-1633
Khaled Alrifai , Ghaida Rebdawi , Nada Ghneim
In this paper, we present our approach for profiling Arabic authors on twitter, based on their tweets. We consider here the dialect of an Arabic author as an important trait to be predicted. For this purpose, many indicators, feature vectors and machine learning-based classifiers were implemented. The results of these classifiers were compared to find out the best dialect prediction model. The best dialect prediction model was obtained using random forest classifier with full forms and their stems as feature vector.
Volume: 11
Issue: 2
Page: 1627-1633
Publish at: 2021-04-01

A hybrid analysis model supported by machine learning algorithm and multiple linear regression to find reasons for unemployment of programmers in Iraq

10.12928/telkomnika.v19i2.16738
Mohamed A.; University of Basra Abdulhamed , Hadeel I.; University of Basra Mustafa , Zainab I.; University of Basra Othman
The problem of unemployment is one of the most important problems faced by most countries of the world, and it is one of the intractable problems in developing countries, and in Iraq unemployment occupies great importance due to its high rates. This problem in itself is a serious condition, because it results from mismanagement and the structure of the economy, and despite its great importance, it has not been carefully monitored. There are studies and strategies that deal with the analysis and study of those causes that lead to this problem, such as traditional statistical methods, various mathematical and statistical methods, in this research proposed a method uses machine learning methods to find the factors that affect the causes of this problem, as well as the multiple linear regression method.
Volume: 19
Issue: 2
Page: 444-453
Publish at: 2021-04-01

Methodology to improve the accuracy of the model in photovoltaic systems

10.11591/ijeecs.v22.i1.pp28-37
Jose Galarza
The present research proposes a methodology to improve the estimation of the unknown parameters of the unitary diode model of the photovoltaic panel. To check the accuracy, a comparison with other methodologies known in the scientific literature is made. Through an iterative process, the best value of the series resistance and the ideality factor for different temperature and irradiance conditions are identified. The objective is to determine a simplified model that accurately estimates the power supplied by a photovoltaic installation. To check the effectiveness of the methodology, a comparison was made between the power estimated by the model and the power measurements of an experimental photovoltaic installation. The results based on statistical indicators show that the proposed methodology determines a simplified model of the unitary diode with a better capacity and accuracy with respect to the known methodologies.
Volume: 22
Issue: 1
Page: 28-37
Publish at: 2021-04-01

Design of UWB microstrip patch antenna with variable band notched characteristics

10.12928/telkomnika.v19i2.18147
M. M. Hasan; International Islamic University Malaysia (IIUM) Mahfuz , Md. Shazzadul; International Islamic University Malaysia (IIUM) Islam , Islam Md.; International Islamic University Malaysia (IIUM) Rafiqul , Mohamed Hadi; International Islamic University Malaysia (IIUM) Habaebi , Nazmus; International Islamic University Malaysia (IIUM) Sakib
Recently lower frequency band 4.5−5.5 GHz is proposed by the ASEAN countries for 5G cellular application and therefore, it is essential of designing an ultra-wideband (UWB) antenna for the particular band-notched characteristics. In this article, a compact tuning fork shape ultra-wideband (UWB) patch antenna with a variable band-notched characteristic has been proposed for 5G cellular application. The UWB antenna has been achieved by using a tuning fork shape with a simple partial ground plane. A pair of ring shape slits (RSS) on the ground plane has been added to achieve the band-notched characteristic. The proposed antenna has achieved a large −10 dB bandwidth of 7.8 GHz (2.9−11 GHz) and the VSWR value is less than 2 for the entire bandwidth excepted for notched frequency bands of lower 5G bands (4.5−5.5 GHz). Moreover, the antenna has a peak radiation efficiency of more than 87% for UWB and less than 27% for the notched frequency band. The notched-band is shifted with the change in the position of RSS’s within the vertical axis and thus, the variable band-notched characteristics have been achieved. Besides, the proposed antenna is compact with the dimension of 45×34 mm2 that makes it suitable for the lower band of 5G application.
Volume: 19
Issue: 2
Page: 357-363
Publish at: 2021-04-01

Help through demonstration and automation for interactive computing systems: A survey of recent works

10.11591/ijece.v11i2.pp1549-1560
Pedro Rodrigues , Jose Luis Silva
Usability is very important however, it is still difficult to develop interactive computing systems that meet all user’s specificities. Help systems should be a way of bridging this gap. This paper presents a general survey on recent works (building upon previous surveys) related to improving applications’ help through demonstration and automation and, identifies which technologies are acting as enablers. The main contributions are, identifying (i) which are the recent existing solutions; (ii) which aspects must be investigated further; and (iii) which are the main difficulties that are preventing a faster progress.
Volume: 11
Issue: 2
Page: 1549-1560
Publish at: 2021-04-01

Best strategy to control data on internet-of-robotic-things in heterogeneous networks

10.11591/ijece.v11i2.pp1830-1838
Wisam Mahmood Lafta , Ahmed A. Alkadhmawee , Mohammed A. Altaha
The control and transmission of huge data constitute an immense challenge in various types of networks (wired and wireless). Congestion caused by the high traffic and low throughput of huge data continues to be major problems in a heterogeneous platforms such as internet of things (IoT) technology and internet-of-robotic-things (IoRT). The heterogeneous network requires new models and mechanisms to deal with the increased challenges posed by IoT and IoRT. Accordingly, eliminating the issues that emerge has compelled finding improved solutions as a new strategy. This study proposed a new strategy called routing information and distance vector (RIDV) to create the best improvement of a heterogeneous network. The RIDV strategy activates the routing information protocol (RIPv2) on a router in wire network parallel with the ad-hoc on-demand distance vector (AODV) protocol on the wireless network. The RIDV strategy is used to solve the problems of the diversity of heterogeneous networks as the basis of the infrastructure IoRT technology. Hence, this strategy can reduce or avoid congestion through the use of enhanced and effective best routing protocols. Simulation results using OPNET show that the proposed method improved the quality of service (QoS) compared with other related strategies and AODV and RIPv1 protocols in terms of data drop, traffic drop, queue delay, and throughput.
Volume: 11
Issue: 2
Page: 1830-1838
Publish at: 2021-04-01

Observer-based tracking control for single machine infinite bus system via flatness theory

10.11591/ijece.v11i2.pp1186-1199
Mohammad Pourmahmood Aghababa , Bogdan Marinescu , Florent Xavier
In this research, we aim to use the flatness control theory to develop a useful control scheme for a single machine connected to an infinite bus (SMIB) system taking into account input magnitude and rate saturation constraints. We adopt a fourth-order nonlinear SMIB model along an exciter and a turbine governor as actuators. According to the flatness-based control strategy, first we show that the adopted nominal SMIB model is a flat system. Then, we develop a full linearizing state feedback as well as an outer integral-type loop to ensure suitable tracking performances for the power and voltage as well as the angular velocity outputs. We assume that only the angular velocity of the generator is available to be measured. So, we provide a linear Luenberger observer to estimate the remaining states of the system. Also, the saturation nonlinearities are transferred to the linear part of the system and they are canceled out using their estimations. The efficiency and usefulness of the proposed observer-controller against faults are illustrated using simulation tests in Eurostag and Matlab. The results show that the clearing critical time of the introduced methodology is larger than the classical control approaches and the proposed observer-based flatness controller exhibits over much less control energy compared to the classic IEEE controllers.
Volume: 11
Issue: 2
Page: 1186-1199
Publish at: 2021-04-01

Review on load frequency control for power system stability

10.12928/telkomnika.v19i2.16118
Muhammad Nizam; Universiti Teknikal Malaysia Melaka Kamarudin , Nabilah; Universiti Teknikal Malaysia Melaka Shaharudin , Noor Haqkimi Abd; Universiti Malaysia Perlis Rahman , Mohd Hendra; Universiti Teknikal Malaysia Melaka Hairi , Sahazati Md.; Universiti Teknikal Malaysia Melaka Rozali , Tole; Universitas Ahmad Dahlan Sutikno
Power system stability is the capability of power systems to maintain load magnitude within specified limits under steady state conditions in electrical power transmission. In modern days, the electrical power systems have grown in terms of complexity due to increasing interconnected power line exchange. For that, an inherent of controllers were essential to correct the deviation in the presence of external disturbances. This paper hence aims to review the basic concepts of power system stability in load frequency control. Various control techniques were analyzed and presented. Power system stability can be classified in terms of method to improve power system stability, which are rotor angle stability, frequency stability and voltage stability. It is found that each method has different purpose and focus on solving different types of problem occurred. It is hoped that this study can contribute to clarify the different types of power system stability in terms of where it occurs, and which is the best method based on different situation.
Volume: 19
Issue: 2
Page: 638-644
Publish at: 2021-04-01

Usability improvement of public transit application through mental model and user journey

10.12928/telkomnika.v19i2.18323
Komang Candra; Universitas Brawijaya Brata , Aryo; Hiroshima University Pinandito , Nurizal Dwi; Universitas Brawijaya Priandani , Mahardeka Tri; Universitas Brawijaya Ananta
Using a mobile application that is featured with local public transit information can greatly improve user action, as well as assisting travelers to have a better experience while taking public transit services. Crowd environment inside a public transit is one of the most frequent causes that lead difficulties to passengers when they engaging their mobile devices to access their apps or in some conditions. Finding crucial information such as stops points and remaining time to interchanges point when switching to another line becomes more difficult in those conditions especially for foreigners who new in a particular region. This study presents the combination of a mental model and a usability approach to construct a user journey map that led to new insights on user's experiences and challenges when utilizing their mobile local transit application. This valuable information is a part of the elicitation process to propose an alternative interaction method to enhance the usability and travel experience of the public transit app. The experimental results indicate that in contrast to the existing mobile transit app, the proposed interface with the utilization of a wearable device could considerably enhance user action when trying to reach the desired location in terms of total time and performance. It implies that the proposed solution, which works through the mental model and user journey is able to intuitively enhance the public transit app usability.
Volume: 19
Issue: 2
Page: 397-405
Publish at: 2021-04-01

Smart ambulance using IoT for blood transfer facilities

10.11591/ijeecs.v22.i1.pp97-103
Mohamed A. Torad , Yahia H. Hossamel-din
In case of an accident occurrence, ambulance try to transport wounded and injured people to the nearest hospital, but if the injured persons need an urgent blood transfer, the emergency reception (ER) can check the availability of the needed blood type and quantity. If it is available, the emergency reception accepts the injured person, but if it is not available, the reception reroutes the ambulance to the nearest hospital which have the required blood type and quantity. So, a system created that save that wasted time to save injured people life as possible.  So, we create a system that save that wasted time to save injured people life as possible. So, the main contribution in this paper is selecting and determining the nearest hospital that own the proper blood types to save injurjed people lives using dijkstra algorithm. In this study, we use an android application at the ambulance which permit the paramedic to login and select the required blood type and quantity needed after determining the injured person’s blood type and the android application automatically determine the nearest hospital using the best shortest path algorithm (SPA) after checking the database and generate a pin code for the paramedic to deliver it with injured person to the ER and get the needed blood. This process will consequently decrease the used blood quantity from the database.
Volume: 22
Issue: 1
Page: 97-103
Publish at: 2021-04-01
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