Multi-objective optimal control of a hybrid offshore wind turbine platform integrated with multi-float wave energy converters

被引:0
|
作者
Zhao, Hongbiao [1 ]
Stansby, Peter [1 ]
Liao, Zhijing [1 ]
Li, Guang [1 ]
机构
[1] Univ Manchester, Sch Engn, Manchester M13 9PL, England
基金
英国工程与自然科学研究理事会;
关键词
Hybrid power generation platform; Platform stabilization; Multi-objective non-causal control; Wave energy; OSCILLATING SHARP EDGES; POWER; FORCES; CYLINDER; REGIMES;
D O I
10.1016/j.energy.2024.133547
中图分类号
O414.1 [热力学];
学科分类号
摘要
Offshore floating wind turbines will play a pivotal role in achieving net-zero emissions. This study explores a hybrid platform combining an offshore floating wind turbine with wave energy converters (WECs) from an active control perspective to mitigate turbine damage risk while maximizing wave energy conversion. Initially, the control-oriented state-space modelling of the hybrid platform and the validation of the time- domain Cummins-type models of different orders are performed by the Eulerian-Lagrangian method with model linearization and downscaling. Then, a multi-objective non-causal optimal controller is introduced, balancing wave energy capture and penalizing the nacelle acceleration. When wave energy capture maximization is set as the control target, the proposed optimal controller can improve energy output by 184% as compared against a well-tuned passive damper across all peak periods tested. However this causes peak hub acceleration to increase marginally beyond the desirable limits of 3-4 m/s2 for wind turbine operation. When hub acceleration is penalized, the multi-objective optimal controller can reduce peak values below limits by between 40% and 61% with trivial loss of wave energy capture.
引用
收藏
页数:14
相关论文
共 50 条
  • [21] Analysis and multi-objective optimisation of wind turbine torque control strategies
    Brandetti, Livia
    Mulders, Sebastiaan Paul
    Liu, Yichao
    Watson, Simon
    van Wingerden, Jan-Willem
    WIND ENERGY SCIENCE, 2023, 8 (10) : 1553 - 1573
  • [22] Multi-objective optimization of a hybrid energy system integrated with solar-wind-PEMFC and energy storage
    Zhu, Xiaoyu
    Gui, Peipei
    Zhang, Xingxing
    Han, Zhijiang
    Li, Yu
    JOURNAL OF ENERGY STORAGE, 2023, 72
  • [23] Multi-objective integrated optimal control for a wastewater treatment process
    Han, Hong-Gui
    Chen, Cong
    Sun, Hao-Yuan
    Qiao, Jun-Fei
    CONTROL ENGINEERING PRACTICE, 2022, 128
  • [24] Intelligent control for improving the efficiency of a hybrid semi-submersible platform with wind turbine and wave energy converters: fuzzy control system for the wind turbine
    Mayorga Rubio, Pedro
    Fernandez Quijano, Javier
    Zambrana Lopez, Pablo
    Fernandez Lozano, J. Jesus
    Garcia Cerezo, Alfonso
    Ortega Casanova, Joaquin
    REVISTA IBEROAMERICANA DE AUTOMATICA E INFORMATICA INDUSTRIAL, 2019, 16 (04): : 480 - 491
  • [25] Multi-objective deep reinforcement learning for optimal design of wind turbine blade
    Wang, Zheng
    Zeng, Tiansheng
    Chu, Xuening
    Xue, Deyi
    RENEWABLE ENERGY, 2023, 203 : 854 - 869
  • [26] Multi-objective optimal scheduling of offshore micro integrated energy system considering natural gas emission
    Wu, Jun
    Li, Baolin
    Chen, Jun
    Ding, Yurong
    Lou, Qinghui
    Xing, Xiangyu
    Gan, Peiying
    Zhou, Hui
    Chen, Junfeng
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2021, 125
  • [27] Economic-emission-constrained multi-objective hybrid optimal energy flow of integrated energy systems
    Fan, Binning
    Hu, Longji
    Fan, Zhiguo
    Liu, Aifeng
    Yan, Lijun
    Xie, Fengjuan
    Liu, Zhenyu
    INTERNATIONAL JOURNAL OF LOW-CARBON TECHNOLOGIES, 2023, 18 : 265 - 272
  • [28] A hybrid multi-objective evolutionary algorithm for wind-turbine blade optimization
    Sessarego, M.
    Dixon, K. R.
    Rival, D. E.
    Wood, D. H.
    ENGINEERING OPTIMIZATION, 2015, 47 (08) : 1043 - 1062
  • [29] Multi-Objective Optimal Causal Control of an Ocean Wave Energy Converter in Random Waves
    Scruggs, J. T.
    OCEANS 2011, 2011,
  • [30] Multi-objective optimization for an autonomous unmoored offshore wind energy system substructure
    Annan, Aaron M.
    Lackner, Matthew A.
    Manwell, James F.
    APPLIED ENERGY, 2023, 344