Sharif University of Technology
Scientia Iranica
1026-3098
2345-3605
21
6
2014
12
01
Performability Guarantee for Periodic Tasks in Real-Time Systems
2127
2137
EN
Mohsen
Bashiri
Dependable Systems Laboratory (DSL), Department of Computer Engineering, Sharif University of Technology, Tehran, Iran
m_bashiri@ce.sharif.edu
Seyed Ghassem
Miremadi
Dependable Systems Laboratory (DSL), Department of Computer Engineering, Sharif University of Technology, Tehran, Iran
miremadi@sharif.edu
Performability is an important parameter in safety-critical real-time systems. This parameter is defined as the joint consideration of two other important parameters, i.e., reliability and performance. This paper proposes a schedulability condition, which guarantees a desired level of performability in various working conditions, for real-time systems. The basic idea underlining this condition is to select a subset of schedulable tasks and manage their slack times to satisfy a desired performability level. The proposed condition is evaluated on a hard real-time system that employs the Rate-Monotonic (RM) scheduling algorithm and uses the re-execution mechanism to improve the reliability. Evaluation results reveal that by employing the condition, the level of performability of the system is always greater than the desired performability. In addition, it yields on average 1% improvement in the system performability in comparison with traditional schedulability conditions, while the actual failure rate is greater than the expected rate. This amount of performability improvement is significant for safety-critical real-time systems.
Real-time Systems,Schedulability Conditions,Performability,Reliability
http://scientiairanica.sharif.edu/article_3606.html
http://scientiairanica.sharif.edu/article_3606_8b22e20191859eed5892608f1dbfa312.pdf
Sharif University of Technology
Scientia Iranica
1026-3098
2345-3605
21
6
2014
12
01
Online conflict-free coloring of intervals
2138
2141
EN
M.A.
Abam
Department of Computer Engineering, Sharif University of Technology, Tehran, Iran
abam@sharif.edu
M.J.
Rezaei Seraji
Department of Computer Engineering, Sharif University of Technology, Tehran, Iran
mjrezaei@sharif.edu
M.
Shadravan
Department of Computer Engineering, Sharif University of Technology, Tehran, Iran
In this paper, we study the problem of online conflict-free coloring of intervals on a line, where each newly inserted interval must be assigned a color upon insertion such that the coloring remains conflict-free, i.e. for each point p in the union of the current intervals, there must be an interval I with a unique color among all intervals covering p. We first present a simple algorithm which uses O(pn) colors where n is the number of current intervals. Next, we propose an CF-coloring of intervals which uses O(log3 n) colors
Frequency assignment,Conflict-free coloring,Intervals,On-line algorithms,Computational geometry
http://scientiairanica.sharif.edu/article_3607.html
http://scientiairanica.sharif.edu/article_3607_437db4a9645b9db91954fd85067f04d2.pdf
Sharif University of Technology
Scientia Iranica
1026-3098
2345-3605
21
6
2014
12
01
Greedy Spanner Algorithms in Practice
2142
2152
EN
Mohammad
Farshi
Department of Computer Science, Yazd University, P.O. Box 89195-741, Yazd, Iran.
mfarshi@yazd.ac.ir
MohammadJavad
HekmatNasab
Department of Computer Science, Yazd University, P.O. Box 89195-741, Yazd, Iran.
hekmat.mj@gmail.com
Spanners generated by the greedy algorithm{ or greedy spanners{ not only have good theoretical properties, like a linear number of edges, low degree and low weight, but previous experimental results also show that they are superior to spanners generated by other algorithms in practice. Because of the good properties of greedy spanners, they found several applications like in protein visualization. The major issue in computing greedy spanners is the high time and space complexity of algorithms that compute it. To construct the greedy spanner on a set of n points, the original greedy algorithm takes O(n3 log n) time. In 2005, an improvement was proposed by Farshi and Gudmundsson [Lecture Notes in Computer Science, Vol. 3669, pages 556{567] that works much faster in practice, but later it was shown that it has same theoretical time complexity. In 2008, Bose et al. [Lecture Notes in Computer Science, Vol. 5124, pages 390{401] discovered a near-quadratic time algorithm for constructing greedy spanners. In this paper, we compare time complexity of these three algorithms for computing the greedy spanner in practice.
geometric networks,Euclidean graphs,geometric spanners,greedy algorithm,greedy spanner
http://scientiairanica.sharif.edu/article_3608.html
http://scientiairanica.sharif.edu/article_3608_9c925876e282a3e64c2d602fc901a2c2.pdf
Sharif University of Technology
Scientia Iranica
1026-3098
2345-3605
21
6
2014
12
01
Bi-level fuzzy force shaping controller of a flexible wiper system
2153
2164
EN
A.
Zolfagharian
Department of System Dynamics & Control, University Technology Malaysia, Johor, Malaysia
ali.zolfagharyan@gmail.com
A.
Noshadi
School of Engineering and Science, Faculty of Health, Engineering and Science, Victoria University, Melbourne, Victoria, Australia
amin.noshadi@live.vu.edu.au
M.Z. Md.
Zain
Department of System Dynamics & Control, University Technology Malaysia, Johor, Malaysia
zarhamdy@fkm.utm.my
In flexible manipulators, the residual vibration and unwanted transient deflection are critical issues that are highly correlated with the velocity operation of the system; as the velocity increases the control of such systems become more delicate and difficult. The wiper blades of automobiles are among those types of flexible system that are required to be operated at quite high velocity to be ecient under high load conditions. This causes some annoying noise and deteriorated vision for travellers. The modelling and control of the vibration and low frequency noise of an automobile wiper blade is the focus of this study. The flexible vibration and noise model of a wiper system is estimated using an articial intelligence system identication approach. A controller approach is also developed to suppress the low frequency noise of a wiper end-point, while maintaining the desired position accuracy of the hub angle, simultaneously.
Automotive wiper,System identication,Intelligence control,Multi-objective optimisation
http://scientiairanica.sharif.edu/article_3609.html
http://scientiairanica.sharif.edu/article_3609_2b4ab49c72e644f15a505cb2121c0eb5.pdf
Sharif University of Technology
Scientia Iranica
1026-3098
2345-3605
21
6
2014
12
01
Virtual Flux Based Direct Power Control of Shunt Active Filter
2165
2176
EN
Salem
Saidi
LaTICE Laboratory, Higher School of Sciences and Techniques, Electrical Engineering Department, University of Tunis, TUNISIA
saidi_salem@ymail.com
Rabeh
Abbassi
LaTICE Laboratory, Higher School of Sciences and Techniques, Electrical Engineering Department, University of Tunis, TUNISIA
r_abbassi@yahoo.fr
Souad
Chebbi
LaTICE Laboratory, Higher School of Sciences and Techniques, Electrical Engineering Department, University of Tunis, TUNISIA
souad.chebbi@yahoo.com
Active filters areeffective solutionsto eliminateharmonic pollutionandimproving the reactive powerin the presenceofnonlinear loadsandunbalanced sources. To reduce the disturbances caused by this type of load, we propose in this paper a new control strategy of shunt active filter. Our method aims to improve the electrical quantity behavior in steady and dynamic states while reducing the installing cost of the filter through by eliminating the AC line voltage sensors. It’s established by the direct power control (DPC) based on virtual flux (VF) estimation of the electrical network using switching function table. Facing to disturbances affecting the electrical network, we have integrated a phase locked loop (PLL). Indeed, we have implemented and tested our new control strategy in the Matlab / Simulink environment. The results obtained show the effectiveness of the active filter control algorithm to eliminate harmonic currentsand the improvement of the reactive power injected from nonlinear loads which allowed us to confirm the robustness of the proposed strategy
Direct Power Control (DPC),Virtual Flux (VF),Switching Table,Shunt Active Power Filter (SAF),Harmonic Currents,phase locked loop,Self Tuning Filter (STF)
http://scientiairanica.sharif.edu/article_3610.html
http://scientiairanica.sharif.edu/article_3610_13b685df5e9628ece78cbb64154f5b0e.pdf
Sharif University of Technology
Scientia Iranica
1026-3098
2345-3605
21
6
2014
12
01
On the Application of Plug-In Hybrid Electric Vehicle to Compensate Network Harmonics: A Multiobjective Approach
2177
2185
EN
H.
Feshki Farahani
Department of Electrical Engineering, Ashtian Branch, Islamic Azad University, Ashtian, Iran
hfeshki@yahoo.com
M.
Khalili
Power and Water University of Technology, Tehran, Iran
khm66@yahoo.com
A.
Rabiee
Department of Electrical Engineering, Shahrekord University, Shahrekord, Iran
rabiee@iust.ac.ir
M. S.
Ghazizadeh
Power and Water University of Technology, Tehran, Iran
ghazizadeh@pwut.ac.ir
One of the important capabilities of Plug in Hybrid Electric Vehicle (PHEVs) is injecting/absorbing harmonic current to/from grid. In this paper, a multiobjective framework is proposed to improve power quality of grid by PHEVs. In this study, each PHEV is modeled as an injected harmonic current source including different harmonic orders. The objective functions are: Total Harmonic Distortion (THD) of network nodes and Total PHEV Current (TPC) index both to be minimized. The multiobjective optimization problem is solved by ε-constraint method. The best compromise solution among various non-dominated (Pareto optimal) solutions is chosen based on a fuzzy approach. A typical 14-node microgrid test system is considered in the case study to examine the effectiveness of the proposed method.
Plug-In Hybrid Electric Vehicle,Multiobjective Mathematical Programming,Harmonic Compensating,Total Harmonic Distortion (THD),Total PHEV Current (TPC)
http://scientiairanica.sharif.edu/article_3611.html
http://scientiairanica.sharif.edu/article_3611_6cff20e997ba919097f550bfba74e6a3.pdf
Sharif University of Technology
Scientia Iranica
1026-3098
2345-3605
21
6
2014
12
01
Spatial Diversity Gain of MIMO Single Frequency Network in Passive Coherent Location
2186
2199
EN
Mojtaba
Radmard
Department of Electrical Engineering, Sharif University of Technology, Tehran, Iran
radmard@ee.sharif.ir
Mohammad
Nazari-Majd
Department of Electrical Engineering, Sharif University of Technology, Tehran, Iran
nazarimajd@ee.sharif.ir
Mohammad Mahdi
Chitgarha
Department of Electrical Engineering, Sharif University ofTechnology, Tehran, Iran
chitgarha@ee.sharif.ir
Babak
H. Khalaj
Department of Electrical Engineering, Sharif University of Technology, AzadiAvenue, Tehran, Iran
khalaj@sharif.ir
Mohammad Mahdi
Nayebi
Department of Electrical Engineering, Sharif University of Technology, AzadiAvenue, Tehran, Iran
nayebi@sharif.ir
Recently, it has been shown that applying MIMO technology, i.e. using multiple antennas at the transmit side and multiple antennas at the receive side, improves the performance of object detection and localization. In such scenarios, the spatial diversity specifically helps overcome the fading of cross section of the object leading to reduced probability of missed detection. Such phenomenon is in fact the dual of probability of bit error reduction in communication systems due to diversity gain. Despite the importance of such performance enhancement, this subject is not sufficiently investigated in the PCL (Passive Coherent Location) schemes, where the transmitters(or illuminators of opportunity) used for localization are already present in the environment. Especially in the case where the transmitters are working in a SFN (single frequency network) ,such as the DVB-T (Digital Video Broadcasting - Terrestrial) signal, and all are transmitting the same signal, the situation becomes of higher importance. Obviously, the effect of SFN environment, invalidates the assumption of sending orthogonal waveforms traditionally used in localization schemes. In this paper, we design the Neyman-Pearson detector for a PCL scheme and show that we can achieve the desired diversity gain for such design as well
Multi-Input Multi-Output,Spatial Diversity,Single Frequency Network,Passive Coherent Location
http://scientiairanica.sharif.edu/article_3612.html
http://scientiairanica.sharif.edu/article_3612_64fec026726de7d50a5ed217146e77fa.pdf
Sharif University of Technology
Scientia Iranica
1026-3098
2345-3605
21
6
2014
12
01
Investigating Performance of the New FC-MCR Compensator for Enhancing Power System Stability Using Multi-Objective Imperialist Competitive Algorithm (ICA)
2200
2212
EN
R.
Ghanizadeh
Faculty of Electrical and Computer Engineering, University of Birjand, Birjand, Iran
r_ghanizadeh@birjand.ac.ir
M.
Ebadian
Faculty of Electrical and Computer Engineering, University of Birjand, Birjand, Iran
mebadian@birjand.ac.ir
M. A.
Golkar
Faculty of Electrical and Computer Engineering, K. N. Tossi university of technology, Tehran, Iran
golkar@kntu.ac.ir
A.
Jahandideh shendi
Faculty of Electrical Engineering, Islamic Azad University, Shabestar Branch, Iran
ajahandide64@gmail.com
In this paper, a novel compensator based on Magnetically Controlled Reactor with Fixed Capacitor banks (FC-MCR) is introduced and then power system stability in presence of this compensator has been studied using intelligent control method. The problem of robust FC-MCR based damping controller design is formulated as a multi-objective optimization problem. The multi-objective problem is concoctedto optimize a composite set of two eigenvalue-based objective functions comprising the desired damping factor, and the desired damping ratio of the lightly damped and undamped electromechanical modes.The controller is automatically tuned with optimization of an eigenvalue based multi-objective function by ICAto simultaneously shift the lightly damped and undamped electromechanical modes to a prescribed zone in the s-plane so that the relative stability is guaranteed and the time domain specifications concurrently secured. The effectiveness of the proposed controller is demonstrated through eigenvalue analysis, nonlinear time simulation studies and some performance indices to damp low frequency oscillations under different operating conditions. The results show that the tuned ICA based FC-MCR controller which is designed by using the proposed multi-objective function has an outstanding capability in damping power system low frequency oscillations and significantly improves the power systems dynamic stability.
Magnetically Controlled Reactor with Fixed Capacitor banks (FC-MCR),power system dynamic stability,Imperialist Competitive Algorithm (ICA)
http://scientiairanica.sharif.edu/article_3613.html
http://scientiairanica.sharif.edu/article_3613_52b047cde8550d00be26dd551308d6fb.pdf
Sharif University of Technology
Scientia Iranica
1026-3098
2345-3605
21
6
2014
12
01
Two Dimensional Optimal Linear Detector for Slowly Fluctuating Radar Signals in Compound Gaussian Clutter
2213
2223
EN
Amir Hossein
Rafie
Department of Electrical and Computer Engineering, Yazd University, 89195-741, Yazd, Iran
rafie.amir@gmail.com
Mohammad Reza
Taban
Department of Electrical and Computer Engineering, Yazd University, 89195-741, Yazd, Iran
mrtaban@yazduni.ac.ir
In this paper, we propose a two dimensional (2-D) optimal linear detector (OLD) for radar target detection in compound Gaussian clutter and obtain an explicit relation of its coefficients for slowly fluctuating targets. We assume that the samples of signal and clutter are correlated in both range and azimuth directions, and the target detection in each radar cell is implemented by a 2-D samples collection of the received signal. In most conventional detectors, in each pulsation interval, the samples of echo of each radar cell are passed through a matched filter along the range, and a pre-detection is performed; then the binary results are integrated for successive echoes of that cell (along the azimuth). In fact, by applying the binary integration, we ignore the considerable correlation among 2-D data in the azimuth direction. In the proposed 2-D OLD detector, the correlation of signal and clutter in both range and azimuth directions is considered, aiming to improve the detection performance. Our simulations confirm that, this detector outperforms the conventional one dimensional OLD, as well as AND, OR, and ”κ out of n” binary integrators.
Optimal Linear Detector,Compound Gaussian,Slowly Fluctuating,Two Dimensional Detector
http://scientiairanica.sharif.edu/article_3614.html
http://scientiairanica.sharif.edu/article_3614_cd010ac48b31e0a2ea737ab3b7558b6f.pdf
Sharif University of Technology
Scientia Iranica
1026-3098
2345-3605
21
6
2014
12
01
Architecture and training algorithm of feed forward articial neural network to predict material removal rate of electrical discharge machining process
2224
2231
EN
T.
Andromeda
Department of Electrical Engineering, Diponegoro Universiti, Jalan Prof. H Soedharto, Tembalang, Semarang, 50275, Indonesia
A.
Yahya
Faculty of Biosciences & Medical Engineering, Universiti Teknologi Malaysia, 81310 UTM Johor Bahru, Johor, Malaysia
N.
Mahmud
Faculty of Biosciences & Medical Engineering, Universiti Teknologi Malaysia, 81310 UTM Johor Bahru, Johor, Malaysia
nazriah2@yahoo.com
N.
Hisham Khamis
Faculty of Electrical Engineering, Universiti Teknologi Malaysia, 81310 UTM Johor Bahru, Johor, Malaysia
syahruls@fke.utm.my
A.
Baharom
Faculty of Electrical Engineering, Universiti Teknologi Malaysia, 81310 UTM Johor Bahru, Johor, Malaysia.
amer@fke.utm.my
This paper presents a model of a feed forward articial neural network to predict the material removal rate of an electrical discharge machine process. A new modied architecture and training algorithm is proposed by segmenting the roughing and finishing machining parameters of the process. The segmentation is performed in order to obtain a lower dierence between the actual and predicted material removal rates. Through comparative analysis and results obtained between the two architectures, it is found that the new modied feed forward articial neural network produces lower error between the experimental and predicted material removal rates, thus, improving the accuracy of the prediction model.
Electrical discharge machining,Articial Neural Network (ANN),Electrical Discharge Machine (EDM)
http://scientiairanica.sharif.edu/article_3615.html
http://scientiairanica.sharif.edu/article_3615_1f211b2c9d59a1ccfd7e8d5984771951.pdf
Sharif University of Technology
Scientia Iranica
1026-3098
2345-3605
21
6
2014
12
01
A Novel Practical Fair Nodal Price for DC Microgrids and Distribution Systems
2232
2242
EN
R.
Asad
Center of Excellence for Power Systems Automation and Operation,Department of Electrical Engineering, Iran University of Science and Technology, Tehran, Iran
asad@iust.ac.ir
A.
Kazemi
Center of Excellence for Power Systems Automation and Operation,Department of Electrical Engineering, Iran University of Science and Technology, Tehran,Iran
kazemi@iust.ac.ir
DC microgrids and distribution systems will have an important role in the future electrical power system, i.e., smart grids. One of the most important issues of dc microgrids and distribution systems is the correct and fair determination of the energy prices of the consumers. In this paper, a novel, practical, accurate, fair nodal price, namely the real nodal price, is proposed to determine the energy payments of the consumers in dc microgrids and distribution systems. Applying the real nodal price, each consumer will exactly pay for its real energy costs, i.e., its accurate consumed energy and originated energy loss. The real nodal price is applicable to different dc microgrids and distribution systems, even those with mesh configuration and numerous distributed generators. The real nodal price leads to zero merchandising surplus. Besides, through the presented novel method in this paper, the real nodal price is computed by a few simple and fast calculations. Also, no slack bus is necessary to be assigned to compute the real nodal price. In this paper, the real nodal prices of a dc microgrid are derived through the presented method. The analyses and simulation results confirms the mentioned remarkable features of the real nodal price.
Nodal price,Locational Marginal Price (LMP),Power loss,Distributed generation,DC system,Microgrid,Distribution system,Demand response,Smart grids
http://scientiairanica.sharif.edu/article_3616.html
http://scientiairanica.sharif.edu/article_3616_8afbc854849b12843995c0b0959fb3e9.pdf
Sharif University of Technology
Scientia Iranica
1026-3098
2345-3605
21
6
2014
12
01
Minimum Power Miller-Compensated CMOS Operational Ampliers
2243
2249
EN
Masoud
Meghdad
EE Department, Sharif University of Technology, Tehran, P.O. Box: 11155-9363, Iran
m.meghdadi@gmail.com
Mehrdad
Sharif Bakhtiar
EE Department, Sharif University of Technology, Tehran, P.O. Box: 11155-9363, Iran.
msharif@sharif.edu
A new approach for the design of two-stage Miller-compensated CMOS op amps is presented. The paper studies the basic relations between power consumption, unity-gain bandwidth, biasing region, technology parameters, and the external capacitive load. As a result, simple and ecient design guides are provided to achieve the minimum possible power consumption for the given specications and for short-channel devices. It is shown that the conventional design proce- dures do not always result in minimum power op amps. The presented results are also veried by Spectre simulations.
Design optimization,gain-bandwidth product (GBW),Miller compensation,op amp,phase margin,stability
http://scientiairanica.sharif.edu/article_3617.html
http://scientiairanica.sharif.edu/article_3617_829cd10884ee358fb06100029dccefeb.pdf
Sharif University of Technology
Scientia Iranica
1026-3098
2345-3605
21
6
2014
12
01
An efficient numerical approach for solving systems of high-order linear Volterra integral equations
2250
2263
EN
Farshid
Mirzaee
Department of Mathematics, Faculty of Science, Malayer University, Malayer, Iran
f.mirzaee@malayeru.ac.ir
Saeed
Bimesl
Department of Mathematics, Faculty of Science, Malayer University, Malayer, Iran
saeed.bimesl@stu.malayeru.ac.ir
In this study, a collocation method based on the Bernoulli polynomials is presented to find approximate solutions of a system of high-order linear Volterra integral equations (VIEs) with variable coefficients. In fact, the approximate solution of the problem in the truncated Bernoulli series form is obtained by this method. In addition, the method is presented with error and stability analysis. To show the accuracy and the efficiency of the method, numerical examples are implemented and the comparisons are given by the other methods.
System of Volterra integral equations,The Bernoulli functions of first kind,Collocation method
http://scientiairanica.sharif.edu/article_3618.html
http://scientiairanica.sharif.edu/article_3618_de12e5b4c9e8106f9c008891290bc537.pdf
Sharif University of Technology
Scientia Iranica
1026-3098
2345-3605
21
6
2014
12
01
Exploring Self-Organized Criticality Conditions in Iran Bulk Power System with Disturbance Times Series
2264
2272
EN
Ebrahim
Karimi
Electrical and Computer Engineering Department, Isfahan University of Technology, Isfahan, Iran
e.karimi@ec.iut.ac.ir
Akbar
Ebrahimi
Isfahan University of Technology, Isfahan, Iran
ebrahimi@cc.iut.ac.ir
M.
Fotuhi-Firuzabad
Sharif University of Technology, Tehran, Iran
fotuht@sharif.edu
Ubiquitous power-law as a fingerprint of Self-Organized Criticality (SOC) is used for describing catastrophic events in different fields. In this paper, by investigating the prerequisites of SOC, we show that SOC-like dynamics drive correlation among disturbances in Iran bulk power system. Existence of power-law region in the probability distribution is discussed for empirical data using Maximum likelihood estimation. To verify the results, long time correlation is evaluated in terms of Hurst exponents by means of statistical analysis of time series including Rescaled Range (R/S) and Scaled Windowed Variance (SWV) analysis. Also, Sensitivity analysisshowed that for correct inference in existence of SOC in power systems, all disturbances should berecorded to be used in statistical analyses. Greater thresholds for recording disturbances lead to underestimate the Hurst exponent.
Blackouts,disturbances,Hurst exponent,long time correlation,power-law,Self-Organized Criticality
http://scientiairanica.sharif.edu/article_3619.html
http://scientiairanica.sharif.edu/article_3619_831e04f5a558632a1201cbd6aa1db498.pdf
Sharif University of Technology
Scientia Iranica
1026-3098
2345-3605
21
6
2014
12
01
Modelling Polycristallin Photovoltaic Cells Using Design of Experiments
2273
2279
EN
F. Z
ZERHOUNI
Department of Electronics, Faculty of Electrical Engineering, University of Sciences and Technology of Oran Mohamed Boudiaf , BP 1505, EL M’Naouer, USTO.M.B Oran (31000). Algeria
zerhouni_fz@yahoo.fr
M.H
ZERHOUNI
Department of Electronics, Faculty of Electrical Engineering, University of Sciences and Technology of Oran Mohamed Boudiaf , BP 1505, EL M’Naouer, USTO.M.B Oran (31000). Algeria
M.
ZEGRAR
Department of Electronics, Faculty of Electrical Engineering, University of Sciences and Technology of Oran Mohamed Boudiaf , BP 1505, EL M’Naouer, USTO.M.B Oran (31000). Algeria
M.T
BENMESSAOUD
Department of Electronics, Faculty of Electrical Engineering, University of Sciences and Technology of Oran Mohamed Boudiaf , BP 1505, EL M’Naouer, USTO.M.B Oran (31000). Algeria
A.
TILMATINE
2Electrostatics and High Voltage Research Unit, IRECOM Laboratory. Djillali Liabes University of Sidi Bel-Abbes, 22000. Algeria
A.
BOUDGHENE STAMBOULI
Department of Electronics, Faculty of Electrical Engineering, University of Sciences and Technology of Oran Mohamed Boudiaf , BP 1505, EL M’Naouer, USTO.M.B Oran (31000). Algeria
Photovoltaic energy has nowadays an increased importance in electrical power applications. However, the output power provided via the photovoltaic conversion process depends on solar irradiation and temperature. Tracking the maximum power point (MPP) ofphotovoltaic (PV) systems is the most important part ofthe PV systems. Inthis paper, modeling and parametersextraction method are proposed to describe the optimal current, voltage and power of the photovoltaic cells. The aim is to find a formula that considers these factors and to study the interactions between these various factors. Design of experiments is a powerful tool to understand systemsand processes. Experiments are often run so that the effect of one factor is unknowingly confused with the effect of another factor. A brief comparison between the classic modeling is presented. In order to model the optimal current, optimal tension and optimal power, a methodology of experimental design is presented. The obtained results show the merits of the proposed mathematical model, which makes the study of the interactions between various climatic factors possible.
Photovoltaic generator,optimal power,Design of Experiments,solar radiation,Temperature
http://scientiairanica.sharif.edu/article_3620.html
http://scientiairanica.sharif.edu/article_3620_e88fa9691c7467f2a7cfcfe459829b00.pdf