Mathematical modelling and hybrid ACO-PSO technique for PV performance improvement / (Record no. 6838)

MARC details
000 -LEADER
fixed length control field 05039ntm a2200289 a 4500
001 - CONTROL NUMBER
control field vtls000098226
003 - CONTROL NUMBER IDENTIFIER
control field KUKTEM
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20251117113329.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 161201s2016 my da f abm 000 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number THE0005183(Local)
039 #9 - LEVEL OF BIBLIOGRAPHIC CONTROL AND CODING DETAIL [OBSOLETE]
Level of rules in bibliographic description 201905141114
Level of effort used to assign nonsubject heading access points hanafiah
Level of effort used to assign subject headings 201710021213
Level of effort used to assign classification aishah
Level of effort used to assign subject headings 201612011019
Level of effort used to assign classification saini
Level of effort used to assign subject headings 201612011018
Level of effort used to assign classification saini
-- 201612011017
-- saini
040 ## - CATALOGING SOURCE
Original cataloging agency UMP
090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN)
Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) FKEE .H86 2016 r Thesis
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Humada, Ali Mahmood
245 10 - TITLE STATEMENT
Title Mathematical modelling and hybrid ACO-PSO technique for PV performance improvement /
Statement of responsibility, etc. Ali Mahmood Humada
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Kuantan, Pahang :
Name of publisher, distributor, etc. UMP,
Date of publication, distribution, etc. 2016
300 ## - PHYSICAL DESCRIPTION
Extent xv, 170 p. :
Other physical details ill. (some col.) ;
Dimensions 30 cm. +
Accompanying material 1 CD-ROM
500 ## - GENERAL NOTE
General note Faculty of Electrical and Electronics Engineering
502 ## - DISSERTATION NOTE
Dissertation note Thesis (Doctor of Philosophy in Electrical Engineering) -- Universiti Malaysia Pahang – 2016
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Bibliography : p. 121-129
520 3# - SUMMARY, ETC.
Summary, etc. Photovoltaic (PV) solar energy systems have been playing an important role in the field of energy generation for the last few decades. For such systems to attain the maximum efficiency and reliability in power generation, certain factors should be considered to improve the extracted power. For the purpose, this thesis is focused on some of the most important issues, assisting to improve the extracted power status. One of the most important issue for each PV system is the modelling of PV cells and the modules; the accuracy of these models is the main target in building any PV system. Therefore, this study is focused on developing an accurate and reliable PV model, based on five main parameters; the photocurrent, Iph, the reverse diode saturation current, Io, the ideality factor of diode, n, the series resistance, Rs, and the shunt resistance, Rsh. Performance of these five solar cell parameters (Iph, Io, n, RS, Rsh) and their effect on both the Current–Voltage (I–V) and Power–Voltage (P–V) characteristic curves, were tested and compared with other models, respectively. Firstly, the photocurrent, Iph effect was studied; the results showed that the increase in the Iph leads to an increase in the maximum power point (MPP) in a prominent way. In addition to this increment in MPP, an increase in the values of Isc and Voc were also observed. With an increase in Io, a regular increasing mode was observed in MPP, the Isc and Voc values in a similar manner. The value of changing n, showed no effect on Isc and Voc values, but increasing n values lead to a decrease in MPP values in the P–V characteristic curve. The increasing Rs values exhibited a decrease in the value of MPP, while not affecting the the Isc and Voc values, in a smiliar pattern with increasing n values. Finally, the effect of Rsh value was also tested; showed a barely noticeable effect on MPP, Isc , and Voc values. Secondly, a hybrid Ant Colony Optimisation-Particle Swarm Optimisation (ACO-PSO) algorithm was proposed to optimally determine the MPPT parameters. To improve the overall performance of the maximum power point (MPPT) system, the efforts of oscillation filtering and noise suppression were taken in this design, as well as the time response and the settling time. The proposed method is employed to track the global MPP under different shadow conditions, based on three different irradiation levels to test the ability and accuracy of the proposed method. The results of tracking MPP by the proposed MPPT technique showed that the improved method tracked the MPP for all the tested cases with a reasonable accuracy and in a very short convergence time as compared to the P&O method. Thirdly, to develop a new configuration incorporates ACO-PSO and PID to improve the steady state condition after tracking the MPP. The improved PID controller had contributed in attaining the steady state condition and assuring that there is no oscillation around the MPP. In the comparison with the P&O method, it still has a notable oscillation around the MPP, which results in decreasing the efficiency of the extracted power from the PV system. Moreover, in this study, two 5 kWp PV plants from two different PV technologies (mono-crystalline silicon (c-Si) and copper–indium–diselenide (CIS)) were used to validate the PV model performance based on energy generation, energy efficiency, and the performance ratio. Also, two different models from the literature were used to validate the PV model performance. For all of the validation factors, the energy generated, energy efficiency, and performance ratio of the proposed model showed that it is approximately fitting the real results for both of the CIS and c-Si plants with high level of accuracy than the compared models.
610 20 - SUBJECT ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element Faculty of Electrical and Electronics Engineering
General subdivision Dissertations
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Universities and Colleges
General subdivision Dissertations
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Theses
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="http://ecollib.ump.edu.my/3492/">http://ecollib.ump.edu.my/3492/</a>
Public note Access in library only
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Date acquired Total checkouts Full call number Barcode Date last seen Copy number Price effective from Koha item type
  Not lost Library of Congress Classification   Not for loan UMPLIB PEKAN UMPLIB PEKAN 04/09/2019   FKEE .H86 2016 r Thesis 0000116489 04/09/2019 1 04/09/2019 Thesis
  Not lost Library of Congress Classification   Not for loan UMPLIB PEKAN UMPLIB PEKAN 04/09/2019   CD 10604 | FKEE .H86 2016 r Thesis 0000116490 04/09/2019 1 04/09/2019 Thesis

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