Smart, Aware, Integrated Wind Farm Control Interacting with Digital Twins (ICONIC)

icon旨在开发创新的物理和数字工具，以实现风电场综合控制的根本性突破，考虑到整个物理系统在农场，涡轮机和组件水平，特别是涡轮机之间复杂的空气动力学相互作用。ICONIC的目标是在受尾流影响的典型风电场的最佳风速和风向下，将整个农场的发电量提高15-20%，考虑到所有长期工作条件，年发电量（AEP）增加3%-5%。它的目标是通过利用最新的人工智能和数字技术，改善整个农场的AEP，降低运营和维护成本，与目前风电行业部署的最先进的控制工具相比，LCOE降低至少6%。综合风电场控制解决方案的广泛验证将通过高保真仿真模型、国家级风洞实验、BP和C-Power风电场的历史运行数据、各自公司的关键涡轮机部件的独特测试平台集合以及C-Power的实际风电场现场测试来进行。icon的综合风电场控制系统将包含(1)基于人工智能的新型风电场控制系统，以释放风电场的全部潜力；(2)新型数据增强型风力涡轮机控制器，在平衡发电和负荷缓解的同时实现电场级命令；(3)与数字孪生体（DT）集成，作为改善控制和降低成本的额外支持，其中包括首次用于复制详细物理流场的风电场流系统的电场级DT，以及具有用于负载和寿命估计的关键组件模型的创新涡轮级DT；(4)将解决方案扩展到未来的20MW涡轮机。icon将在关键的数字化、赋能和新兴技术方面建立新的知识和行业领导地位，并为风电场运营提供下一代工具。

ICONIC aims to develop innovative physical and digital tools to achieve fundamental breakthroughs for the integrated control of wind farms, considering the whole physical system at farm, turbine, and component levels, in particular the complex aerodynamic interactions among turbines. ICONIC aims to increase farm-wide power production by 15-20% under optimal wind speeds and directions for typical wind farms suffering from wake effects, with a 3%-5% increase in annual energy production (AEP) considering all working conditions over the long term. It targets an LCOE reduction of at least 6% compared with the state-of-the-art control tools deployed in the current wind industry by improving farm-wide AEP and reducing operation & maintenance costs via leveraging the latest AI and digital technologies. Extensive validations for the integrated wind farm control solutions will be conducted via high-fidelity simulation models, experiments at a national-level wind tunnel, historical operational data at BP’s and C-Power’s wind farms, a unique collection of test rigs for critical turbine components at respective companies, and real-world wind farm field tests at C-Power. ICONIC’s integrated wind farm control system will contain (1) novel AI-based wind farm control system to unlock wind farms’ full potential; (2) novel dataenhanced wind turbine controllers to fulfil farm-level commands while balancing power generation and load mitigation; (3) an integration with digital twins (DTs) as extra support to improve control and reduce costs, which contains a first-ever farm-level DT for wind farm flow systems replicating detailed physical flow fields and an innovative turbine-level DT with critical component models for loading and lifetime estimations; (4) extensions of the solutions to future 20MW turbines. ICONIC will establish new knowledge and industrial leadership in key digital, enabling and emerging technologies, and deliver next-generation tools for wind farm operation.