Yazar "Killic, Heybet" seçeneğine göre listele

Listeleniyor 1 - 1 / 1
  • [ X ]
    Öğe
    Optimal allocation of distributed generation in meshed power networks: A metaheuristic approach
    (Inst Engineering Technology-Iet, 2024) Khan, Muhammad Saad; Waheed, Danial; Shahzad, Sulman; Afzal, Suhail; Killic, Heybet
    This paper introduces a novel metaheuristic technique, a COOT-based algorithm, to determine the optimal Distributed Generation (DG) allocation within a loop-configured network. This method significantly narrows the optimization gap by leveraging a COOT-based algorithm, ensuring accelerated convergence and resultant global optima. The core incentive for employing this technique is to substantially mitigate power loss, curtail voltage deviation, and bolster system stability in a loop distribution network. To attain optimal outcomes, the elaborated COOT and improved grey wolf optimization improved grey wolf optimization (IGWO) algorithms were executed on IEEE bus-33 and 69 mesh distribution networks (MDNs) under varying power factors. The derived mathematical results effectively underscore accomplishing the stipulated objectives: a marked reduction in voltage deviation and power loss coupled with an augmentation in system stability. Notably, at unity, incorporating DGs resulted in a paramount reduction in power loss, attaining a decrease of 78% and 85% for bus-33 and 69 MDNs, respectively. Moreover, an impressive decrease in power loss by 94% and 98% was observed at the optimal power factor for both MDNs. A comparative evaluation of the results accentuates that the proposed COOT and IGWO algorithms eclipse other documented research in performance, showcasing superior efficiency on a techno-economic basis. This paper introduces a novel metaheuristic technique to determine the optimal Distributed Generation (DG) allocation within a loop-configured network. This method significantly narrows the optimization gap by leveraging a COOT-based algorithm, ensuring accelerated convergence and resultant global optima. The core incentive for employing this technique is to substantially mitigate power loss, curtail voltage deviation, and bolster system stability in a loop distribution network. image