03159nas|a2200433 a 4500 20260818155854.0 140128s2013 th uu|m rtt 0| a1eng d .b12126007 AIT Thesis no.ET-13-17 Hathaikan Mee-Kham A multi-objective approach for optimal placement of DG to enhance power distribution network performance using NSPSO Pathum Thani, Thailand : Asian Institute of Technology, 2013 36 leaves : ill. + 1 online resource Thesis ; no. ET-13-17 A thesis submitted in partial fulfillment of the requirements for the degree of Master of Engineering in Energy Thesis (M.Eng.) - Asian Institute of Technology, 2013 The study aims to find the best position and size of multi-type DG in distribution network base on three objective functions: maximize the increasable of load (loading factor), minimize the system real power loss and minimize the investment cost per year. IEEE 33-bus radial distribution system use to test by the NSPSO method to determine location and capacity of a specific number of DG in distribution system. The final optimal solution is compromised by fuzzy method. The optimization problems can separate to three cases by adding multi-type of DG. Case 1 is adding Photovoltaic (PV), Case 2 is adding Micro turbine (MT) and Case 3 is adding both PV and MT. The results of the study show Case 1 is the best plan with 49.61 percent of loading factor and 63.61 percent of system real power loss minimization compare to the base case. For economic planning, Case 3 is the best plan with 0.4238 million $/year of annualized investment cost. Distributed generation of electric power Singh, Jai Govind, Chairperson Weerakorn Ongsakul, Examination Committee Marpaung, Charles O.P., Examination Committee PEA, Scholarship donor Asian Institute of Technology Education Cooperation Project, Scholarship donor Asian Institute of Technology. Thesis ; no. ET-13-17 Full-Text http://203.159.5.9/ait-thesis/detail.php?q=B02290 .b12126007 mnait s 240404 0 140128 m a s 2 000:001:PDF:b1212600:001179:0:0:0:0:0:0 Abstract--AIT Thesis no.ET-13-17 n mnait mnait mnarc 20 40 Barcode : 30050120387435 CREATED : 2012-08-31 RECORD # : i12754195 LPATRON : 1028091 LCHKIN : 2018-07-08 # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 2 TOT CHKOUT : 3 TOT RENEW : 0 Barcode : 30050120602841 CREATED : 2014-01-28 RECORD # : i12754201 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 1 TOT CHKOUT : 0 TOT RENEW : 0 Barcode : 30050120367833 CREATED : 2016-08-06 RECORD # : i13023536 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 78920 78920 0 0 0 0 MAIN MAIN mnait 2026-08-18 50.00 0 AIT Thesis no.ET-13-17 30050120387435 2026-08-18 15:58:54 1 2026-08-18 20 0 0 0 0 MAIN MAIN mnait 2026-08-18 50.00 0 AIT Thesis no.ET-13-17 30050120602841 2026-08-18 15:58:54 2 2026-08-18 20 0 0 0 0 MAIN MAIN mnarc 2026-08-18 0 AIT Thesis no.ET-13-17 30050120367833 2026-08-18 15:58:54 2026-08-18 40