03063nas a2200421 a 4500 20260818155855.0 110729s2010 th uu|m rtt 0| a1eng d .b12099028 AIT Thesis no.ET-10-32 Bancha Rangsakorn Multi-objective distributed generation optimal placement in distribution system using nondominated sorting particle swarm optimization Pathum Thani, Thailand : Asian Institute of Technology, 2010 57 leaves : ill. + 1 online resource Thesis ; no. ET-10-32 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, 2010 This thesis proposes the non-dominated sorting particle swarm optimization (NSPSO) algorithm for multi-objective optimal placement for distributed generation (DG) in the distribution system to minimize the total real power loss and DG investment cost Four difference types of DG are used including DG supplying real power only, DG supplying reactive power only, DG supplying real power and consuming the reactive power, and DG supplying both real and reactive power. The Pareto front based non-dominated sorting particle swarm optimization algorithm (NSPSO) is representing non-dominated sorting solutions of two multi-objective functions. A fuzzy decision making analysis is used to obtain the final trade off optimal solution. The 33 and 69 bus radial test systems are used in the simulation. The NSPSO can obtain pareto front between real power loss and investment cost for optimally placed multi distributed generations on four different types of DG Distributed generation of electric power Weerakorn Ongsakul, Chairperson Marpaung, Charles O.P., Examination Committee Singh, Jai Govind, Examination Committee PEA, Scholarship donor Asian Institute of Technology Education Cooperation Project, Scholarship donor RTG Fellowship, Scholarship donor Asian Institute of Technology. Thesis ; no. ET-10-32 Full-Text http://203.159.5.9/ait-thesis/detail.php?q=B02236 .b12099028 mnait u 240403 0 110729 m a u 0 000:001:PDF:b1209902:000675:0:0:0:0:0:0 Abstract-AIT Thesis no.ET-10-32 n mnait mnarc 22 40 Barcode : 30050120603609 CREATED : 2014-06-02 RECORD # : i12758218 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 1 TOT CHKOUT : 0 TOT RENEW : 0 Barcode : 30050120368336 CREATED : 2016-08-06 RECORD # : i13022994 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 78924 78924 0 0 0 0 MAIN MAIN mnait 2026-08-18 50.00 0 AIT Thesis no.ET-10-32 30050120603609 2026-08-18 15:58:55 3 2026-08-18 22 0 0 0 0 MAIN MAIN mnarc 2026-08-18 0 AIT Thesis no.ET-10-32 30050120368336 2026-08-18 15:58:55 2026-08-18 40