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基于传感器的农业温室数据直报系统与智能调控研究 被引量:1
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作者 熊晓菲 吴文茜 +5 位作者 霍洪彦 张馨 于艳 安冬 张同 吴建伟 《中国农业科技导报》 CAS CSCD 北大核心 2024年第7期93-102,共10页
农业物联网、大数据、人工智能等技术的飞速发展为温室蔬菜生产的数据采集、分析、调控提供了有力支撑。为满足温室环境数据智能直报场景需求,制定了温室环境传感器的部署规范,设计并对比分析了基于LSTM、CNN-LSTM及CNN-LSTM-Attention... 农业物联网、大数据、人工智能等技术的飞速发展为温室蔬菜生产的数据采集、分析、调控提供了有力支撑。为满足温室环境数据智能直报场景需求,制定了温室环境传感器的部署规范,设计并对比分析了基于LSTM、CNN-LSTM及CNN-LSTM-Attention的3种温室调控温度预测模型。基于CNN-LSTM-Attention预测模型的性能最好,其MSE、MAE、R^(2)分别为0.4570、0.3195和0.9873。设计了基于ARIMA的温室传感器数据纠错方法,实现土壤湿度预测数据值与实际测量差异不显著。整合了常见温室果蔬种植作物对环境信息的参数阈值模型,并开发了温室数据直报与智能调控系统移动端,能够指导温室环境传感器的规范部署、温度预测与纠错及常见温室果蔬种植辅助决策。研究结果为温室数据直报场景的数据采集、业务分析、温室调控提供技术手段,有助于智慧温室蔬菜产业高质量发展。 展开更多
关键词 传感器 数据直报 温室应用场景 温度预测 数据纠错
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设施农业节水灌溉微灌技术在温室中的应用 被引量:2
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作者 陈雅静 《科技资讯》 2007年第10期121-121,共1页
温室的种类、结构、材料、存在问题及发展过程,设施农业节水灌溉微灌技术发展过程及效果,微灌技术的概念及特点,微灌系统的组成,微灌技术在温室中的作用。
关键词 设施农业 微灌技术 温室应用
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地源热泵控温技术简介及其在园林中的应用
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作者 刘建美 刘欣 +2 位作者 王帮平 周晶 韩梅珍 《园林科技》 2012年第1期39-43,共5页
对于冬冷夏热地区,采暖空调电耗占总耗电的40%左右。采暖空调系统是建筑节能的最佳切入点,而地源热泵系统的采用能很好的解决这一问题。济南园林行业开始采用这一技术,我们通过植物园办公楼工程接触到了地源热泵的施工过程。通过学习明... 对于冬冷夏热地区,采暖空调电耗占总耗电的40%左右。采暖空调系统是建筑节能的最佳切入点,而地源热泵系统的采用能很好的解决这一问题。济南园林行业开始采用这一技术,我们通过植物园办公楼工程接触到了地源热泵的施工过程。通过学习明白了它的发展、原理、分类及优势,作为节能的新形式有必要在园林上进一步推广发展,尤其作为大型生态温室的控温系统,更显出其独特的功能优势。 展开更多
关键词 地源热泵控温原理 换热方式 生态温室应用
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Advances in Application of Biological Nitrification Inhibitors 被引量:3
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作者 王国强 孙焕明 +1 位作者 彭婧 薛书浩 《Agricultural Science & Technology》 CAS 2016年第10期2232-2237,2241,共7页
Based on current research, the characteristics and action mechanism of biological nitrification inhibitors at home and abroad were reviewed by combining with the latest research progress. The application effects of bi... Based on current research, the characteristics and action mechanism of biological nitrification inhibitors at home and abroad were reviewed by combining with the latest research progress. The application effects of biological nitrification inhibitors on agricultural production were summarized. Research hotspot and achievements of biological nitrification inhibitors at home and abroad were summarized. The research direction in future was forecasted. 展开更多
关键词 NITRIFICATION Biological nitrification inhibitors Greenhouse effect Nitrogen use efficiency Crop yield
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现代农业设施缩微教学模型的研究与开发
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作者 闫保英 乔英霞 《山东省农业管理干部学院学报》 2007年第5期155-156,共2页
建设社会主义新农村,大力培育新型农民,是十一五规划的重要内容.现代农业设施缩微模型教具的研究与开发就是要研究一种具有普遍性和区域代表性的现代农业设施的仿真缩微教学模型,该模型的外形与实物相同,按一定比例缩小,可用于课堂教学... 建设社会主义新农村,大力培育新型农民,是十一五规划的重要内容.现代农业设施缩微模型教具的研究与开发就是要研究一种具有普遍性和区域代表性的现代农业设施的仿真缩微教学模型,该模型的外形与实物相同,按一定比例缩小,可用于课堂教学,所有的操作部件和自动控制方式完全仿真。 展开更多
关键词 温室大棚框架结构的缩微技术 温室内部设施的缩微技术 温室自动控制设备应用技术 温室配套设施
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Future Outlook of Artificial Cavity Application for Reducing Hydrodynamic Resistance of Containerships
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作者 Valery Borusevich Alexander Poustoshnyl +1 位作者 Andrey Sverchkov Giorgio Trincas 《Journal of Energy and Power Engineering》 2017年第3期150-159,共10页
Absolute commitment to reduce the impact of greenhouse gas emissions while increasing fuel efficiency and power density requires further enhancement of prime mover characteristics and special coatings, but mostly requ... Absolute commitment to reduce the impact of greenhouse gas emissions while increasing fuel efficiency and power density requires further enhancement of prime mover characteristics and special coatings, but mostly requires compliance with EEDI (energy efficiency design index) measures. For the container shipping industry this represents significant increases in fuel costs that can be mitigated above all by reduction of power demand, that is, of ship frictional resistance. In this respect, this paper discusses advantages attainable by application of the ACS (air cavity system) technology on the basis of recent KSRC (Krylov State Research Centre) studies Savings in operating costs yielded by the enhanced propulsion performance for ships fitted with this system are illustrated by a case study of a containership. 展开更多
关键词 Air cavity containership fuel saving energy efficiency green ship.
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Co_3O_4 nanosheets:synthesis and catalytic application for CO oxidation at room temperature 被引量:1
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作者 LV YongGe LI Yong +1 位作者 TA Na SHEN WenJie 《Science China Chemistry》 SCIE EI CAS 2014年第6期873-880,共8页
Hexagonal β-Co(OH)2 nanosheets with edge length of 50 nm and thickness of 10 nm were hydrothermally synthesized with the aid of triethylamine.Upon calcination at 350°C in air,the β-Co(OH)2 nanosheets was conver... Hexagonal β-Co(OH)2 nanosheets with edge length of 50 nm and thickness of 10 nm were hydrothermally synthesized with the aid of triethylamine.Upon calcination at 350°C in air,the β-Co(OH)2 nanosheets was converted into Co3O4 nanosheets with a similar dimension.Structural analyses during the calcination process identified that the β-Co(OH)2 precursor was initially dehydrated to HCoO2 and subsequently transferred into Co3O4.When being applied to catalyze CO oxidation at room temperature,the Co3O4 nanosheets exhibited a higher activity than the conventional spherical nanoparticles.This was perhaps related to the partial exposure of the{112}planes over the Co3O4 nanosheets.The porous structure generated during the calcination process also provided significant amounts of surface defects,which might contribute to the enhanced catalytic activity as well. 展开更多
关键词 CO3O4 NANOSHEETS CO oxidation morphology-dependence NANOCATALYSIS
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Room Temperature Sol-Gel Fabrication and Functionalization for Sensor Applications
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作者 George HUYANG John CANNING +3 位作者 Ingemar PETERMANN David BISHOP Andrew McDONAGH Maxwell J. CROSSLEY 《Photonic Sensors》 SCIE EI CAS 2013年第2期168-177,共10页
The structure and physical properties of a thin titania sol-gel layer prepared on silicon and silica surfaces were examined. Spectroscopic (FTIR, UV-VIS spectroscopy), refractive index (ellipsometry) and microscop... The structure and physical properties of a thin titania sol-gel layer prepared on silicon and silica surfaces were examined. Spectroscopic (FTIR, UV-VIS spectroscopy), refractive index (ellipsometry) and microscopic (light microscopy and SEM/EDS) tools were used to examine both chemical uniformity and physical uniformity of the sol-gel glass layers. The conditions for the fabrication of uniform layers were established, and room temperature dopant incorporation was examined. The absorption bands of porphyrin-containing titania sol-gel layers were characterized. By addition of a metal salt to the titania layer, it was possible to metallate the free-base porphyrin within and change the UV-VIS absorbance of the porphyrin, the basis of metal detection using porphyrins. The metalloporphyrins were detected by localized laser ablation inductive coupled mass spectroscopy (LA-ICP-MS), indicating fairly uniform distribution of metals across the titania surface. 展开更多
关键词 SOL-GEL TITANIA titanium dioxide evanescent field sensor organic compound SPECTROSCOPY microscopy surface functionalization ablation inductive coupled mass spectroscopy
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