基于卷积神经网络的拖拉机工况识别

农机工况识别在细化农机作业状态和帮助掌握区域污染物排放趋势方面有着重要的研究价值。基于拖拉机不同运行状态下的行驶速度、发动机转速以及实时油耗等时间序列,首次提出将图像识别方法引入到拖拉机工况识别中的思路,并分别应用参数优化的支持向量机与卷积神经网络对实际作业拖拉机工况进行研究。结果表明:(1)基于参数优化的支持向量机可以较好地实现样本点的工况识别且识别准确度达到99.851 9%,但无法实现农机工况的连续性识别,同时无法对农机工况转换阶段进行有效识别。(2)以拖拉机运行速度与发动机转速等信息构建样本图像来描述农机工况变化的数据表达,并在此基础上应用卷积神经网络可以有效实现农机工况的连续性识别,且识别准确率可以达到93.3%。本研究在农机工况识别方面具有一定参考价值,并为后续农机不同工况下区域污染物排放研究提供技术支持。     

渭河流域生态功能区划

以渭河流域为研究对象,根据流域生态环境现状,建立合理的指标体系,结合GIS与RS技术对研究区进行区划,并针对各功能区的主导生态功能或主要生态问题制定相应生态环境保护与建设重点。结果表明:渭河流域可被划分为7个生态功能区:①防旱抗旱区;②农业种植区;③牧业发展区;④水源涵养区;⑤防风固沙区;⑥植被保护区;⑦土壤侵蚀控制区。本研究为区域有效开发利用资源,合理制定生态环境保护措施提供科学依据。     

汽车变速器齿轮修形仿真分析

汽车变速器的关键部件齿轮因其加工和装配质量的影响,工作时容易引起振动噪声大及承载能力降低等问题,而齿轮修形是解决这些问题的有效方法,且成本较低。针对某款汽车变速器,利用Romax对齿轮进行修形分析。结果表明,修形后减小了齿轮的传动误差和最大接触应力,齿面载荷分布更加合理。有效改善了齿轮的传动性能,增加了齿轮寿命。     

基于大型渔业平台的深远海渔业发展现状与思考

基于渔业产业现状,分析国内外在大型渔业平台、深海网箱和养殖工船方面的发展现状,提出“游弋式”养殖工船及深远海渔业的基本概念。受限于投资成本、技术发展水平等客观因素,中国深远海养殖发展速度缓慢,但近年来取得了一定的发展成效。笔者针对现阶段渔业粗放型生产方式的现状,从国家战略、渔业改革和产业需求等角度分析深远海渔业发展的必要性,认为发展以养殖工船为代表的深远海大型渔业平台是实现渔业强国之路的有效途径之一,走出一条符合中国国情的深远海渔业平台的开发之路势在必行。     

微喷带单孔水量分布影响因素试验研究

为了探究微喷带管径、喷孔结构、工作压力以及喷射角度对单孔水量分布影响,以常用的机械打孔的Ф28,Ф32,Ф40和Ф50这4种微喷带为研究对象,通过调节微喷带的喷射角度和工作压力,研究微喷带正常运行时单孔喷水(其他孔进行遮挡,不混入测试单孔的水流中)特性,测定了不同工作压力条件下射程、湿润面积、干燥区宽度等参数.结果表明:喷水射程随喷射角度先增大再减小,射程最大值为30°~ 40°,随工作压力的增大而增大;湿润区宽度与喷射角度、工作压力均存在正相关的关系;射程与干燥区宽度随喷射角度的变化规律相同;湿润区面积的最大值出现在喷射角度为50°时.在实际运行中,建议微喷带喷射角度为30°~50°,并应根据干燥区与射程合理布置相邻微喷带的铺设间距.     

实时荧光定量PCR技术的概述及应用

实时荧光定量PCR技术是在传统PCR技术上发展而来的,不仅能判断某一基因的有无,而且还能对其进行定量分析。由于该技术与常规PCR相比,能够进行实时监测、且自动化程度高而被广大研究者青睐。本文对实时荧光定量PCR的原理、数据分析、定量方法、分类以及应用进行了系统而详细地综述。     

Using vibrational molecular spectroscopy to detect moist heating induced carbohydrates structure changes in cool-climate adapted barley grain

There is limited research to study how moist heating affects internal structure of barley grain on a molecular basis. The objectives of this study were to use vibrational molecular spectroscopy: 1) to determine the moist heating induced changes of barley carbohydrate (CHO) structure on a molecular basis, 2) to study the effects of moist heating on CHO chemical profiles, Cornell Net Carbohydrate and Protein System (CNCPS) subfractions, in situ rumen degradation, and predicted intestinal carbohydrate supply of barley grain; and 3) to reveal the association between molecular structure spectral features and CHO related metabolic characteristics. Barley samples (CDC cowboy) were collected from Kernen Crop Research Farm (Saskatoon, Canada) during two consecutive years. Half of each sample was kept as raw barley and the other half underwent moist heating (autoclaving at 120 °C for 60 min). The molecular spectroscopy (attenuated total reflectance-fourier transform infrared, ATR-FTIR) was used to detect the barley CHO related molecular structure spectral features. Moist heating did not affect carbohydrate related chemical profiles and CNCPS subfractions but it decreased rumen degradable carbohydrate. Rumen undegradable and intestinal digestion of CHO subfractions were not affected by moist heating. The advanced vibrational molecular spectroscopy can be used to detect carbohydrate molecular spectral features. Nutrient utilization prediction using molecular spectral characteristics is warranted and further investigation is encouraged.     

Proportionality principle revisited – relationship between application rates and pesticide residue concentrations in food commodities

BACKGROUND

The proportionality principle has been broadly used for over 10 years in regulatory assessments of pesticide residues. It allows extrapolation of supervised field trial data conducted at lower or higher application rates compared to the use pattern under evaluation by adjustment of measured concentrations, assuming direct proportionality between the rates applied and the resulting residues. This work revisits the principle idea by using supervised residue trials sets conducted under identical conditions but with deviating application rates. Four different statistical methods were used to investigate the relationship between application rates and residue concentrations and to draw conclusions on the statistical significance of the direct proportionality assumed.

RESULTS

Based on over 5000 individual trial results, the assumption of direct proportionality was not confirmed to be statistically significant (P > 0.05) using three models: direct comparison of application rates and residue concentrations ratios and two linear log-log regression models correlating application rate and residue concentration or only residue concentrations per se. In addition, a fourth model analysed deviations between expected concentrations following direct proportional adjustment and measured residue values from corresponding field trials. In 56% of all cases, the deviation was larger than ±25%, which represents the tolerance usually accepted for the selection of supervised field trials in regulatory assessments.

CONCLUSION

Overall, the assumption of direct proportionality between application rates and resulting residue concentrations of pesticides was not statistically significant. Although the proportionality approach is highly pragmatic in regulatory practice, its use should be considered carefully on a case-by-case basis. © 2023 The Authors. Pest Management Science published by John Wiley & Sons Ltd on behalf of Society of Chemical Industry.     

基于STM32微处理器的播种机工况故障采集系统设计

随着我国信息化水平的不断提高,机械自动化、计算机控制系统和测试计量行业的不断发展,使得智能控制被广泛的应用到农业生产、工业生产和高等研究等各个领域。为此,基于STM32微处理器设计和研发了播种机工况故障采集系统。系统以STM32微处理器为核心,硬件部分主要包括信息采集、人机交互、智能控制、报警、自动补偿和电机驱动等模块,主要作用是完成对传感器节点的数据采集、分析、处理和控制功能;软件部分主要包括速度信息、播种量信息、漏播判断、开沟器堵塞和种箱空检测4个子程序。试验结果表明:所选用的TAP-4 0 LS4 0 N1-D3传感器能够精准检测到种子流、种箱排空、输种管堵塞等信号;在一定干扰环境下,系统漏播报警的准确率均在97%以上,实现了播种机工况故障精确采集功能,且该系统稳定性高,错误率低,具有十分宽广的应用前景。     

自动化玉米移栽机送苗装置的研究

玉米是我国主要农作物之一,其生产效率与生产质量的好坏,直接关系着我国粮食安全。传统的玉米播种方式,不仅生产效率、作业质量和标准化程度均比较低,无法实现高效率全自动大面积玉米播种或者套种的实际需求。在新时期,随着城镇化进程加快,农村劳动力日益短缺,加上社会经济发展与科学技术的进步,为我国玉米移栽机自动化技术开发设计提供了必要的支撑条件。为此,对我国东北地区玉米试验田进行相关研究,就自动化玉米移栽机及其送苗装置技术的研发、设计进行探究,并重点阐述其基本工作原理。