期刊文献+
共找到6篇文章
< 1 >
每页显示 20 50 100
基于YOLOv5s的海上风电设施检测与预警评估 被引量:1
1
作者 朱昭云 张波 +2 位作者 叶昭良 黄曙荣 曹卫 《计算机技术与发展》 2023年第4期182-189,共8页
海上风电设施检测在海上风电安全监测领域发挥着重要作用。由于海上环境复杂及海上目标的多样性,现有海上目标检测算法存在网络复杂、检测精度低的问题,难以满足实时性检测和实用性部署要求。针对该问题,该文提出了一种改进YOLOv5s的海... 海上风电设施检测在海上风电安全监测领域发挥着重要作用。由于海上环境复杂及海上目标的多样性,现有海上目标检测算法存在网络复杂、检测精度低的问题,难以满足实时性检测和实用性部署要求。针对该问题,该文提出了一种改进YOLOv5s的海上风电设施检测算法。首先,将YOLOv5s的主干网络替换为轻量化GhostNet进行特征提取,降低网络模型的参数量和计算量;其次,在主干网络末端和Neck层分别施加注意力机制(SENet),自适应学习重要通道特征权重,提高检测精度;最后,将Neck层的PANet结构改进为双向金字塔(BiFPN),通过融合不同尺度特征提升检测速度。实验结果表明,该算法在降低网络模型参数量和计算量的同时,在船舶数据集上平均精度达到了96.8%,比原始YOLOv5s网络提升了2.6百分点,检测速度达到了47 FPS。 展开更多
关键词 机器视觉 风电设施检测 船舶检测 YOLOv5s 轻量化 注意力机制 双向金字塔
下载PDF
海上风电设施的防腐技术思考
2
作者 陈大江 《中文科技期刊数据库(全文版)工程技术》 2020年第10期252-252,254,共2页
海上风电设施处于的环境比较恶劣,在外界因素影响下会出现设施腐蚀问题严重影响到整体设备的应用。基于此本文结合实际在论述海上风电设施腐蚀问题影响因素的基础上,对常见的防腐处理方法进行了深入的探讨,期望论述之后,可以给相关工作... 海上风电设施处于的环境比较恶劣,在外界因素影响下会出现设施腐蚀问题严重影响到整体设备的应用。基于此本文结合实际在论述海上风电设施腐蚀问题影响因素的基础上,对常见的防腐处理方法进行了深入的探讨,期望论述之后,可以给相关工作人员提供参考。 展开更多
关键词 海上工程 风电设施 防腐技术
下载PDF
海上风力发电小览
3
作者 杨钦慧 《风力发电》 2004年第3期30-32,18,共4页
地球变暖,CO2及沼气等排放,使得能源一环境问题日益尖锐。成为21世纪人类必须认真对待和设法解决的问题。再生能源之一的风力发电,由于上世纪90年代以欧美为中心的技术革新及积极导入的政策,实现了快速的进步。
关键词 海上风力发电 再生能源 风电机组 风电设施
下载PDF
铁路运营对风力发电影响的研究
4
作者 王龙 《铁道勘察》 2015年第6期63-65,共3页
巴新铁路在修建过程中与风力发电区产生交叉,且风力发电设施距离铁路最近的距离只有164 m。目前国内并无相应的规范去定义运营铁路与风电设施的距离要求,阐述铁路运行时振动对风机设施基础的影响以及周围气流变化对风机扇叶的影响,可为... 巴新铁路在修建过程中与风力发电区产生交叉,且风力发电设施距离铁路最近的距离只有164 m。目前国内并无相应的规范去定义运营铁路与风电设施的距离要求,阐述铁路运行时振动对风机设施基础的影响以及周围气流变化对风机扇叶的影响,可为同类工程的勘察设计积累经验。 展开更多
关键词 铁路运行 风电设施 振动 气流
下载PDF
Test Facility for Low Potential Pumped Storage Power Plants and Hydrokinetic Turbines
5
作者 Dominik Surek 《Journal of Energy and Power Engineering》 2013年第11期2037-2044,共8页
The electric energy which is generated by wind power plants depends on the wind speed and exceeds with strong permissible wind speed the electric energy requirements of the country. In order not to reduce this electri... The electric energy which is generated by wind power plants depends on the wind speed and exceeds with strong permissible wind speed the electric energy requirements of the country. In order not to reduce this electrical energy, it must be stored. The sensible energy storage is currently the pumped storage power plants. As the mountain ranges for conventional pumped storage power plants with drop heights of H 〉 600 m are strictly limited, the development of low potential pumped storage power plants has begun. Increasing the capacity of pumped storage power plants with regard to the wind power plants is urgently needed. In this paper, it is shown using the example of an unneeded port facility, how a port facility can be used after low conversion as a test facility for low potential pumped storage power plants and at the same time for the testing of hydro-kinetic turbines. This type of pump storage power plants does not save the energy due to large drop heights, but primarily due to the large volume flow of water. 展开更多
关键词 Energy storage pumped storage power plant wind energy photovoltaic.
下载PDF
On the environmental information for solar and wind energy facilities
6
作者 WENG FuZhong LIU QuanHua ZOU XiaoLei 《Science China Earth Sciences》 SCIE EI CAS 2012年第5期796-801,共6页
Wind and solar energy are projected to be major sources of the world's power in the coming decades.In this study,we first introduce satellite observations for surface solar irradiance and wind,and then discuss usi... Wind and solar energy are projected to be major sources of the world's power in the coming decades.In this study,we first introduce satellite observations for surface solar irradiance and wind,and then discuss using the data for prediction and assessment of energy distribution.Using the current NCEP global forecast model (GFS),the global mean and standard deviation of solar power at the surface for the 5-d forecast are about 212 and 124 W/m2,respectively.For a 24-h forecast of a 3-h mean,the relative error is about 30%,and for a prediction of the daily mean,it is about 15%.The relative error of wind power forecasts for a 24-h forecast of a 3-h mean and a daily mean is 70% and 35%,respectively.The reanalysis results based on satellite observations and numerical weather prediction model are also used to study the distribution of solar and wind energy and the variation of the distribution related to climate change.No significant trend in downward solar radiation is found at the surface in the reanalysis data sets.Surface wind power however exhibits a significant positive trend as the global temperature is warming up.A comparison of a decadal mean wind energy between two decades (from 1949 to 1958 vs.from 1999 to 2008) shows that most of Asia had experienced a decrease in surface wind energy.Therefore,decisions about renewable energy developments need to consider such climate change scenarios. 展开更多
关键词 wind energy solar energy PREDICTABILITY ASSESSMENT
原文传递
上一页 1 下一页 到第
使用帮助 返回顶部