100MW급 해상풍력발전단지의 최적 배치에 관한 연구 |
박진수2, 성홍근1 |
1선박해양플랜트연구소 심해공학연구센터 책임연구원 2선박해양플랜트연구소 심해공학연구센터 연구원 |
A Study on the Layout Optimization for a 100MW Offshore Wind Farm |
Jinsoo Park2, Hong-Gun Sung1 |
1Principal researcher, Korea Research Institute of Ships and Ocean Engineering, Deep Ocean Engineering Research Center, Busan 46729, Korea 2Researcher, Korea Research Institute of Ships and Ocean Engineering, Deep Ocean Engineering Research Center, Busan 46729, Korea |
Correspondence:
Jinsoo Park, Tel: 051)604-7852, Email: jinsoo_park@kriso.re.kr |
Received: 24 October 2024 • Revised: 4 November 2024 • Accepted: 4 November 2024 |
Abstract |
This study is foundational research aimed at maximizing the economic efficiency of marine spatial planning through the optimal placement of eco-friendly maritime platforms. To achieve layout optimization, the study employed the Continuous Ant Colony Optimization (CACO) algorithm, which is one of the meta-heuristic algorithms. The offshore area near the Southwest Sea demonstration site was selected for wind resource modeling using reanalysis data provided by NASA's MERRA-2. The optimization objective function was derived by considering the turbine array, wind direction, the frequency of wind occurrence, and the costs of turbines and in-field cables within the wind farm. Based on the optimization results, the performance of the wind farm in terms of power generation was calculated, taking into account the array configuration and spacing of the wind turbines, and the economic feasibility of the farm was evaluated accordingly. |
Key Words:
layout optimization, offshore wind power, offshore wind farm, continuous ant colony optimization, marine spatial planning |
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