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Optimal power flow incorporating wind and solar power unclertainly cost using particle SWARM optimization with mutation (Record no. 83842)

MARC details
000 -LEADER
fixed length control field	04451nas a2200457 a 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field	20260818170747.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field	200819s2020 th a m rtt 000 eng d
035 ## - SYSTEM CONTROL NUMBER
System control number	.b12349793
099 #9 - LOCAL FREE-TEXT CALL NUMBER (OCLC)
Classification number	AIT Diss. no.ET-20-03
100 0# - MAIN ENTRY--PERSONAL NAME
Personal name	Titipong Samakpong
245 10 - TITLE STATEMENT
Title	Optimal power flow incorporating wind and solar power unclertainly cost using particle SWARM optimization with mutation
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc.	Pathum Thani, Thailand :
Name of publisher, distributor, etc.	Asian Institute of Technology,
Date of publication, distribution, etc.	2020
300 ## - PHYSICAL DESCRIPTION
Extent	88 leaves :
Other physical details	ill.
490 1# - SERIES STATEMENT
Series statement	Dissertation ;
Volume/sequential designation	no. ET-20-03
500 ## - GENERAL NOTE
General note	A dissertation submitted in partial fulfillment of the requirements for the degree of Doctor of Engineering in Energy, School of Environment, Resources and Development
502 ## - DISSERTATION NOTE
Dissertation note	Thesis (Ph.D.) - Asian Institute of Technology, 2020
520 ## - SUMMARY, ETC.
Summary, etc.	Wind and solar power generations have been rapidly increasing in the last couple decades. large quantity of wind-solar power has sophisticated implications on power system operations due to unpredictable and intermittent nature of wind, and solar energy has significant impacts on system operations. Integrating wind-solar into to power systems cause several challenges. In this research, the 2Optimal Power Flow3 (OPF) solution method integrating the cost of wind-solar power uncertainty using 2Particle Swarm Optimization3 (PSO) techniques is proposed. A Monte-Carlo approach is used to simulate wind and solar power uncertainty representing by Weibull and Normal distribution, respectively. Wind generation power is then determined using a wind turbine mathematical model, while the solar power is calculated using PV and inverter models. The simulated renewable power is used to determines costs of wind and solar uncertainty, which comprises of the uncertainty cost of renewable power excess and the uncertainty cost of renewable power deficit. These costs arrived from the additional spinning reserve and loss of benefit cause by the intermittent characteristic of wind and solar power. These uncertainty costs are integrated into conventional Optimal Power Flow problems. The problem hence solved by four types of PSO algorithms developed in this research. An modified 2New England IEEE 39-bus system, with ten multi-valve turbine generators, is used as a case study to analyze the effect of uncertainty of the integrated wind and solar farm on the OPF problem and to verify rationality of the proposed 2Optimal Power Flow3 model. The simulation results from different PSO techniques are compared. In this research, PSO with time-variant inertia and acceleration coefficients and PSO mutation based provide better results. The PSO algorithms developed in this research are also used to solve other optimization problems: 1). OPF with nonlinear generation cost implemented on IEEE 30-bus test system; 2). Capacitive compensator optimization using PSOs to minimize voltage drop in a 10{u2011}node distribution network. The simulation result shows the effectiveness and performance of the developed PSOs which are superior to the other optimization algorithms as well.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	Power resources
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	Wind power
General subdivision	Costs
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	Solar energy
General subdivision	Costs
700 0# - ADDED ENTRY--PERSONAL NAME
Personal name	Weerakorn Ongsakul,
Relator term	Chairperson
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name	Singh, Jai Govind,
Relator term	Examination Committee
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name	Shrestha, Rajendra Prasad,
Relator term	Examination Committee
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name	Anal, Anil Kumar,
Relator term	Examination Committee
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element	HM King HRD Project,
Relator term	Scholarship Donor
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element	AIT Fellowship,
Relator term	Scholarship Donor
810 2# - SERIES ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element	Asian Institute of Technology.
Title of a work	Dissertation ;
Volume/sequential designation	no. ET-20-03
856 ## - ELECTRONIC LOCATION AND ACCESS
Materials specified	Full-Text
Uniform Resource Identifier	<a href="http://203.159.5.9/ait-thesis/detail.php?q=B07826">http://203.159.5.9/ait-thesis/detail.php?q=B07826</a>
907 ## - LOCAL DATA ELEMENT G, LDG (RLIN)
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c	m
902 ## - LOCAL DATA ELEMENT B, LDB (RLIN)
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998 ## - LOCAL CONTROL INFORMATION (RLIN)
Operator's initials, OID (RLIN)	0
Cataloger's initials, CIN (RLIN)	200819
First date, FD (RLIN)	m
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945 ## - LOCAL PROCESSING INFORMATION (OCLC)
l	mnait
945 ## - LOCAL PROCESSING INFORMATION (OCLC)
l	mnait
945 ## - LOCAL PROCESSING INFORMATION (OCLC)
l	mnarc
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type	40-Archives
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type	20-AIT Publication
909 ## - LOCAL ITEMS USED
Barcode	Barcode : 30050120889729
CREATED	CREATED : 2020-08-17
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Barcode	Barcode : 30050211007553
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Holdings
Not for loan	Home library	Current library	Shelving location	Date acquired	Full call number	Barcode	Date last seen	Copy number	Price effective from	Koha item type	Cost, normal purchase price
Available for Loans	Asian Institute of Technology Library	Asian Institute of Technology Library	Archives	18/08/2026	AIT Diss. no.ET-20-03	30050120889729	18/08/2026	1	18/08/2026	40-Archives
Available for Loans	Asian Institute of Technology Library	Asian Institute of Technology Library	AIT Publications	18/08/2026	AIT Diss. no.ET-20-03	30050211007561	18/08/2026	1	18/08/2026	20-AIT Publication	50.00
Available for Loans	Asian Institute of Technology Library	Asian Institute of Technology Library	AIT Publications	18/08/2026	AIT Diss. no.ET-20-03	30050211007553	18/08/2026	2	18/08/2026	20-AIT Publication	50.00

Optimal power flow incorporating wind and solar power unclertainly cost using particle SWARM optimization with mutation (Record no. 83842)

AIT

Asian Institute of Technology Library