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Implementation of remote monitoring system for prediction of tool wear and failure using ART2 被引量:3
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作者 NOH Min-Seok HONG Dae Sun 《Journal of Central South University》 SCIE EI CAS 2011年第1期177-183,共7页
Remote monitoring of tools for prediction of tool wear in cutting processes was considered, and a method of implementation of a remote-monitoring system previously developed was proposed. Sensor signals were received ... Remote monitoring of tools for prediction of tool wear in cutting processes was considered, and a method of implementation of a remote-monitoring system previously developed was proposed. Sensor signals were received and tool wear was predicted in the local system using an ART2 algorithm, while the monitoring result was transferred to the remote system via intemet. The monitoring system was installed at an on-site machine tool for monitoring three kinds of tools cutting titanium alloys, and the tool wear was evaluated on the basis of vigilances, similarities between vibration signals received and the normal patterns previously trained. A number of experiments were carried out to evaluate the performance of the proposed system, and the results show that the wears of finishing-cut tools are successfully detected when the moving average vigilance becomes lower than the critical vigilance, thus the appropriate tool replacement time is notified before the breakage. 展开更多
关键词 tool wear remote monitoring system ART2 neural network machine tool tool replacement time
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Indication of the Expression of Transgene in Rice Plant Based on Hyperspectral Remote Sensing Technique Ⅱ——Growth Monitoring of Samples in the Contrast Experiment 被引量:1
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作者 LI Ru CHEN Jin-song +3 位作者 YUAN Ding-yang LIN Hui TAN Yan-ning YUE Yue-min 《光谱学与光谱分析》 SCIE EI CAS CSCD 北大核心 2011年第6期1621-1626,共6页
Since the complication of monitoring and evaluating the problems about the transgenic expression and its impacts on the receptor in the transgenic crop breeding and other relevant evaluated works,the authors in the pr... Since the complication of monitoring and evaluating the problems about the transgenic expression and its impacts on the receptor in the transgenic crop breeding and other relevant evaluated works,the authors in the present work tried to assess the differences of spectral parameters of the transgenic rice in contrast with its parent group quantitatively and qualitatively,fulfilling the growth monitoring of the transgenic samples.The spectral parameters(spectral morphological characteristics and indices) chosen are highly related to internal or external stresses to the receipts,and thus could be applied as indicators of biophysical or biochemical processes changes of plant.By ASD portable field spectroradiometer with high-density probe,fine foliar spectra of 8 groups were obtained.By analyzing spectral angle and continuum removal,the spectral morphological differences and their locations of sample spectra were found which could be as auxiliary priori knowledge for quantitative analysis.By investigating spectral indices of the samples,the quantitative differences of spectra were revealed about foliar chlorophyll a+b and carotenoid content.In this study both the spectral differences between transgenic and parent groups and among transgenic groups were investigated.The results show that hyperspectral technique is promising and a helpful auxiliary tool in the study of monitoring the transgenic crop and other relevant researches.By this technique,quantitative and qualitative results of sample spectra could be provided as prior knowledge,as certain orientation,for laboratory professional advanced transgenic breeding study. 展开更多
关键词 Transgenic rice Hyperspectral remote sensing Growth monitoring
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The Application of Remote Sensing Monitoring Method and Groundwater Model for Water Rights Management in Haihe River basin
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作者 Lijuan Xue~1,Xinjun Zhu~(1,2),Songqiu Bo~3,Jianxin Li~3,Wei Li~3,Wei Yang~1 1.Tianjin Lonwin Network Science & Technology Development Co.Ltd,Tianjin 300181,China. 2.Key Laboratory of Water Cycle and Related land Surface Processes,Institute of Geographic Sciences and Natural Resources Research,Chinese Academy of Science,Beijing 100101,China 3.Haihe River Water Conservancy Commission of Ministry of Water Resources,Tianjin 300170,China 《地学前缘》 EI CAS CSCD 北大核心 2009年第S1期26-26,共1页
Groundwater is an important water resource in Haihe River basin,North China.The number of aquifers that appear to be declining under conditions of groundwater overdraft is increasing.To effectively manage the water re... Groundwater is an important water resource in Haihe River basin,North China.The number of aquifers that appear to be declining under conditions of groundwater overdraft is increasing.To effectively manage the water resources,there is a strong scientific need to analyze the net use of this important water resource and to quantify the water rights allocation for improved understanding of the future water 展开更多
关键词 remote sensing monitoring GROUNDWATER model water RIGHTS NET GROUNDWATER use Haihe RIVER BASIN
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A STUDY OF SOIL CONSERVATION MONITORING INFORMATION SYSTEM BASED ON REMOTELY SENSED DATA FOR A CATCHMENT ON THE LOESS PLATEAU
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作者 Li Rui, Li Bichen, Ma Xiaoyun (Northwesterng Institute of Soil and Water Conservation, Academia Sinica and Ministry of Water Resources) 《遥感信息》 CSCD 1990年第A02期41-42,共2页
The Soil Conservation Monitorins Information System (SCMIS) presented in this paper is oriented to soil erosion control, resources exploitation, utilization, planning and management for a small watershed (about 10 sq.... The Soil Conservation Monitorins Information System (SCMIS) presented in this paper is oriented to soil erosion control, resources exploitation, utilization, planning and management for a small watershed (about 10 sq. km.) on the Loess Plateau. It sums up Remote sensing (RS), Geographical Information System (GIS) and Expert System (ES) and consists of a integrated system. As a basic level information system of Loess Plateau, its perfection and psreading will bring about a great advance in resources exploitation and management of Loess Plateau. 展开更多
关键词 SCMIS A STUDY OF SOIL CONSERVATION monitoring INFORMATION SYSTEM BASED ON remoteLY SENSED DATA FOR A CATCHMENT ON THE LOESS PLATEAU GIS data
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REMOTE SENSING FOR ENVIRONMENTAL MONITORING IN GUANGZHOU
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作者 Guan Luji, Yu Shaonan (Centre for Remote Sensing, College of Earth and Environmental Sciences, Zhongshan University) (Office of Environmental Protection of Guangzhou) 《遥感信息》 CSCD 1990年第A02期15-16,共2页
The comprehensive investigation of aerial remote sensing in Guangzhou was a systematic project to meet the needs of urban construction, planning and management, and environmental protection by the remote sensing techn... The comprehensive investigation of aerial remote sensing in Guangzhou was a systematic project to meet the needs of urban construction, planning and management, and environmental protection by the remote sensing technique. The project was consisted of five parts, i.e., urban geology, natural resources, urban developing state, urban environment and a series of remote sensing mapping. This paper shows the ways to monitor the environment of Guanzhou by the aerial remote sensing technique. 展开更多
关键词 remote SENSING FOR ENVIRONMENTAL monitoring IN GUANGZHOU
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Improved Smith prediction monitoring AGC system based on feedback-assisted iterative learning control 被引量:4
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作者 张浩宇 孙杰 +2 位作者 张殿华 陈树宗 张欣 《Journal of Central South University》 SCIE EI CAS 2014年第9期3492-3497,共6页
The performance of Smith prediction monitoring automatic gauge control(AGC) system is influenced by model mismatching greatly in strip rolling process. Aiming at this problem, a feedback-assisted iterative learning co... The performance of Smith prediction monitoring automatic gauge control(AGC) system is influenced by model mismatching greatly in strip rolling process. Aiming at this problem, a feedback-assisted iterative learning control strategy, which learned unknown modeling error by using previous control information repeatedly, was introduced into Smith prediction monitoring AGC system. Firstly, conventional Smith predictor and improved Smith predictor with PI-P controller were analyzed. Secondly, on the basis of establishing of feedback-assisted iterative learning control strategy for improved Smith predictor, process control signal update law and control error were deduced, then convergence condition of this strategy was put forward and proved. Finally, after modeling the automatic position control system, the PI-P Smith prediction monitoring AGC system with feedback-assisted iterative learning control was researched through simulation. Simulation results indicate that this system remains stable during model mismatching. The robustness and response of monitoring AGC is improved by development of feedback-assisted iterative learning control strategy for PI-P Smith predictor. 展开更多
关键词 automatic gauge control Smith predictor monitoring automatic gauge control (AGC) feedback-assisted iterativelearning control automatic position control
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Advance of Study on Design Methods of Hydraulic System of Radio Remote Control of Construction Machinery 被引量:1
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作者 FENG Kai-lin,YANG Wei-min,CHEN kang-ning(Xi’an Jiaotong University,Xi’an,710049,PRC) 《Journal of Northeast Agricultural University(English Edition)》 CAS 2003年第2期156-160,共5页
The working principle of radio remote controlling of construction machinery should be that signals of the radio wave from the transmitter obtained in the receiver were controlled and then changed into electronic analo... The working principle of radio remote controlling of construction machinery should be that signals of the radio wave from the transmitter obtained in the receiver were controlled and then changed into electronic analog or digital signals which can be used to drive different actuators and mechanisms of the vehicle.The vehicle could be acted by following the controlling instructions sent by the operator.The best operation mode of construction machinery is suitable not only to manual operating but also to remote controlling in the same vehicle.The design methods of the hydraulic system used for the radio remote controlling of construction machinery are discussed.The design methods of hydraulic circuits for the actuators controlled by solenoid on-off type valves,hydro-electronic multi-way proportional valves,closed loop proportional servo driver or three-way proportional reducing valves are discussed in detail (with real example).The design methods of the power shift transmission of electro-hydraulic controlling,the devices of braking and the directional streering are discussed in this paper. 展开更多
关键词 radio remote controlling construction machinery proportional controlling three-way proportional pressure reducing control
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Monitoring and control technology of solar photovoltaic power generation system 被引量:4
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作者 Xu Xiaoli Zuo Yunbo Wang Huan 《电子测量与仪器学报》 CSCD 2010年第10期887-891,共5页
In view of characteristics of solar photovoltaic (PV) power station such as the decentralized layout and massive monitoring and control information, a solar PV power generation monitoring and control system has been d... In view of characteristics of solar photovoltaic (PV) power station such as the decentralized layout and massive monitoring and control information, a solar PV power generation monitoring and control system has been designed. The system is designed into three layers namely the sensor and actuator layer, the PLC field monitoring and control layer and the remote network monitoring and control layer. Through ZigBee wireless network, PROFIBUS and GPRS wireless network, the system makes the three layers exchange information rapidly, and the system supervises not only various operational parameters of the power generating system but also weather changes as a way to change the solar tracking strategy of the PV power generating system and reduce the operating energy consumption of the system. Through the hardware redundant design of PLC central controller and the upper computer, the solar PV power station can be more secure and reliable when running. 展开更多
关键词 计算机 网络监控 控制技术 光电功率
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Performance Monitoring of the Data-driven Subspace Predictive Control Systems Based on Historical Objective Function Benchmark 被引量:3
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作者 王陆 李柠 李少远 《自动化学报》 EI CSCD 北大核心 2013年第5期542-547,共6页
关键词 预测控制系统 性能监控 数据驱动 子空间 历史 基准 监视控制器 目标函数
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Optimum selection of common master image for ground deformation monitoring based on PS-DInSAR technique 被引量:6
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作者 Zhu Zhengwei Zhou Jianjiang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2009年第6期1213-1220,共8页
Considering the joint effects of various factors such as temporal baseline, spatial baseline, thermal noise, the difference of Doppler centroid frequency and the error of data processing on the interference correlatio... Considering the joint effects of various factors such as temporal baseline, spatial baseline, thermal noise, the difference of Doppler centroid frequency and the error of data processing on the interference correlation, an optimum selection method of common master images for ground deformation monitoring based on the permanent scatterer and differential SAR interferometry (PS-DInSAR) technique is proposed, in which the joint correlation coeficient is used as the evaluation function. The principle and realization method of PS-DInSAR technology is introduced, the factors affecting the DInSAR correlation are analysed, and the joint correlation function model and its solution are presented. Finally an experiment for the optimum selection of common master images is performed by using 25 SAR images over Shanghai taken by the ERS-1/2 as test data. The results indicate that the optimum selection method for PS-DInSAR common master images is effective and reliable. 展开更多
关键词 remote sensing ground deformation monitoring differential SAR interferometry common master image permanent scatterer synthetic aperture radar image analysis.
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Early faults prediction of running state of electromechanical systems and reconfigurable integration of series safety monitoring systems 被引量:3
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作者 Xu Xiaoli Zuo Yunbo +2 位作者 Chen Tao Liu Xiuli Chen Shanpeng 《仪器仪表学报》 EI CAS CSCD 北大核心 2014年第S2期224-232,共9页
Fault prediction technology of running state of electromechanical systems is one of the key technologies that ensure safe and reliable operation of electromechanical equipment in health state. For multiple types of mo... Fault prediction technology of running state of electromechanical systems is one of the key technologies that ensure safe and reliable operation of electromechanical equipment in health state. For multiple types of modern, high-end and key electromechanical equipment, this paper will describe the early faults prediction method for multi-type electromechanical systems, which is favorable for predicting early faults of complex electromechanical systems in non-stationary, nonlinear, variable working conditions and long-time running state; the paper shall introduce the reconfigurable integration technology of series safety monitoring systems based on which the integrated development platform of series safety monitoring systems is built. This platform can adapt to integrated R&D of series safety monitoring systems characterized by high technology, multiple species and low volume. With the help of this platform, series safety monitoring systems were developed, and the Remote Network Security Monitoring Center for Facility Groups was built. Experimental research and engineering applications show that: this new fault prediction method has realized the development trend features extraction of typical electromechanical systems, multi-information fusion, intelligent information decision-making and so on, improving the processing accuracy, relevance and applicability of information; new reconfigurable integration technologies have improved the integration level and R&D efficiency of series safety monitoring systems as well as expanded the scope of application; the series safety monitoring systems developed based on reconfigurable integration platform has already played an important role in many aspects including ensuring safety operation of equipment, stabilizing product quality, optimizing running state, saving energy consumption, reducing environmental pollution, improving working conditions, carrying out scientific maintenance, advancing equipment utilization, saving maintenance charge and enhancing the level of information management. 展开更多
关键词 ELECTROMECHANICAL SYSTEMS EARLY FAULTS safety control monitoring SYSTEMS RECONFIGURABLE INTEGRATION
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Snow Cover Monitoring Method by Using HJ-1Satellite Data 被引量:2
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作者 WANG Li-tao ZHOU Yi +2 位作者 ZHOU Qiang WANG Shi-xin YAN Fu-li 《光谱学与光谱分析》 SCIE EI CAS CSCD 北大核心 2011年第8期2226-2232,共7页
Environment and Disasters Monitoring Microsatellite Constellation with high spatial resolution,high temporal resolution and high spectral resolution characteristics was put forward by China.HJ-1B satellite,one of the ... Environment and Disasters Monitoring Microsatellite Constellation with high spatial resolution,high temporal resolution and high spectral resolution characteristics was put forward by China.HJ-1B satellite,one of the first two small optical satellites,had a CCD camera and an infrared camera,which would provide an important new data source for snow monitoring.In the present paper,through analyzing the sensor and data characteristics of HJ-1B,we proposed a new infrared normalized difference snow index(INDSI) referring to the traditional normalized difference snow index(NDSI).The accuracy of these two automatic snow recognition methods was estimated based on a supervised classification method.The accuracy of the traditional NDSI method was 97.761 9% while that of the new INDSI method was 98.617 1%. 展开更多
关键词 SNOW remote sensing Environment and disasters monitoring microsatellite
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利用RemoteApp实现涉密电子信息集中管控系统的安全在线编辑 被引量:3
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作者 李康 陈清华 《计算机应用与软件》 北大核心 2019年第11期311-314,321,共5页
从涉密电子信息分散存储在用户的电脑、手机或移动存储,到采用涉密电子信息集中管控系统来集中管控涉密电子信息,体现了质的飞跃.然而,涉密电子信息集中管控系统对电子文件的在线编辑必须依赖本地第三方软件,存在失泄密的隐患.提出一种... 从涉密电子信息分散存储在用户的电脑、手机或移动存储,到采用涉密电子信息集中管控系统来集中管控涉密电子信息,体现了质的飞跃.然而,涉密电子信息集中管控系统对电子文件的在线编辑必须依赖本地第三方软件,存在失泄密的隐患.提出一种基于RemoteApp的安全在线编辑方法,从根本上巩固了电子信息在编辑环节的安全性. 展开更多
关键词 电子信息集中管控 在线编辑 RDP协议 remoteApp
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Decentralized and overall condition monitoring system for large-scale mobile and complex equipment
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作者 Cao Jianjun Zhang Peilin +1 位作者 Ren Guoquan Fu Jianping 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2007年第4期758-763,共6页
It is an urgent project to realize online and overall condition monitoring and timely fault diagnosis for large-scale mobile and complex equipment. Moreover, most of the existing large-scale complex equipment has quit... It is an urgent project to realize online and overall condition monitoring and timely fault diagnosis for large-scale mobile and complex equipment. Moreover, most of the existing large-scale complex equipment has quite insufficient accessibility of examination, although it still has quite a long service life. The decentralized and overall condition monitoring, as a new concept, is proposed from the point of view of the whole system. A set of complex equipment is divided into several parts in terms of concrete equipment. Every part is processed via one detecting unit, and the main detecting unit is connected with other units. The management work and communications with the remote monitoring center have been taken on by it. Consequently, the difficulty of realizing a condition monitoring system and the complexity of processing information is reduced greatly. Furthermore, excellent maintainability of the condition monitoring system is obtained because of the modularization design. Through an application example, the design and realization of the decentralized and overall condition monitoring system is introduced specifically. Some advanced technologies, such as, micro control unit (MCU), advanced RISC machines (ARM), and control area network (CAN), have been adopted in the system. The system's applicability for the existing large-scale mobile and complex equipment is tested. 展开更多
关键词 condition monitoring fault diagnosis micro control unit information fusion
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Application of MOS-1b/MESSR data to flood monitoring of Dongting Lake
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作者 毛先成 熊靓辉 Isao Takashima 《Journal of Central South University of Technology》 EI 2006年第1期110-115,共6页
Taking Dongting Lake district as the studying area and utilizing multi-temporal MOS-lb/MESSR data as remote sensing info source, by the combination operation and ratio transform processing and the image, spectrum and ... Taking Dongting Lake district as the studying area and utilizing multi-temporal MOS-lb/MESSR data as remote sensing info source, by the combination operation and ratio transform processing and the image, spectrum and histogram comparison of the MESSR image data of all bands for the flood season and dry season with the ER-DAS IMAGINE system, a classification model was established, which can be used to acquire the spatial distributing information of water bodies. Meanwhile a water depth index model was derived and built, and then a model for detecting the depth of water body based on the non-linear recursive analysis was presented. By the overlay analysis of the classification thematic images based on the model for extracting flood information, the flooding area and distributing information were acquired. 展开更多
关键词 MOS-1b/MESSR data remote sensing flood monitoring water depth index
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Mechanism,prevention,and control of mining-induced dynamic disasters in underground metal mines in China:Challenges and solutions
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作者 LI Peng CAI Mei-feng +3 位作者 MIAO Sheng-jun REN Fen-hua GORJIAN Mostafa PENG Chao 《Journal of Central South University》 SCIE EI CAS CSCD 2024年第8期2549-2606,共58页
Metal mineral resources play an indispensable role in the development of the national economy.Dynamic disasters in underground metal mines seriously threaten mining safety,which are major scientific and technological ... Metal mineral resources play an indispensable role in the development of the national economy.Dynamic disasters in underground metal mines seriously threaten mining safety,which are major scientific and technological problems to be solved urgently.In this article,the occurrence status and grand challenges of some typical dynamic disasters involving roof falling,spalling,collapse,large deformation,rockburst,surface subsidence,and water inrush in metal mines in China are systematically presented,the characteristics of mining-induced dynamic disasters are analyzed,the examples of dynamic disasters occurring in some metal mines in China are summarized,the occurrence mechanism,monitoring and early warning methods,and prevention and control techniques of these disasters are highlighted,and some new opinions,suggestions,and solutions are proposed simultaneously.Moreover,some shortcomings in current disaster research are pointed out,and the direction of efforts to improve the prevention and control level of dynamic disasters in China’s metal mines in the future is prospected.The integration of forward-looking key innovative theories and technologies in the abovementioned aspects will greatly enhance the cognitive level of disaster prevention and mitigation in China’s metal mining industry and achieve a significant shift from passive disaster relief to active disaster prevention. 展开更多
关键词 underground metal mines dynamic disasters MECHANISM monitoring and early warning prevention and control
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联合多源遥感数据的黄土高原(甘肃区)森林覆盖变化及驱动力分析 被引量:1
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作者 刘博 牛全福 +3 位作者 王刚 刘明志 王浩 雷姣姣 《科学技术与工程》 北大核心 2025年第1期54-66,共13页
黄土高原作为中国西部地区的自然生态屏障,为国家可持续发展做出了积极贡献。黄土高原(甘肃区)生态环境的治理与修复对中国生态文明建设战略的实施具有关键作用,为监测2008—2018年黄土高原(甘肃区)森林资源变化情况,基于云平台,联合Lan... 黄土高原作为中国西部地区的自然生态屏障,为国家可持续发展做出了积极贡献。黄土高原(甘肃区)生态环境的治理与修复对中国生态文明建设战略的实施具有关键作用,为监测2008—2018年黄土高原(甘肃区)森林资源变化情况,基于云平台,联合Landsat、PALSAR及地形数据,探究光谱指数、后向散射、纹理及地形特征在森林资源信息获取方面的优势,运用随机森林特征优选算法获取研究区10年间森林覆盖时空分布并基于地理探测器进行因子探测。结果表明:随机森林特征优选算法可以有效筛选特征重要信息,总体精度可达91.88%,Kappa系数为0.91。联合Landsat、PALSAR及地形数据的实验方案精度明显高于使用单一数据源的森林分类结果,四期分类结果总体精度分别为86.65%、88.23%、90.15%、89.86%。10年间研究区森林面积净增加0.60×10^(4) km^(2);森林增加的区域主要分布于庆阳市中东部、平凉市东部、天水市中部和临夏回族自治州西部地区,而森林退化主要出现在定西市西南部和临夏回族自治州中东部地区。单因子探测中土地利用类型是森林覆盖变化的主导因子,适宜性的土壤类型的空间分布和降雨量的辅助作用,为植树造林成活率和森林健康生长提供了良好的自然条件。 展开更多
关键词 黄土高原(甘肃区) 特征优选 遥感监测 地理探测器
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基于模糊PID控制的拖拉机遥控转向系统研究 被引量:3
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作者 刘九庆 丁鹏 于文吉 《农机化研究》 北大核心 2025年第3期234-241,共8页
由于拖拉机实际作业环境较为恶劣,为保证驾驶员的安全,提出了一种拖拉机遥控转向系统的设计方案。首先,对拖拉机现有的液压转向系统进行了分析,并提出了遥控转向系统的结构设计和控制策略设计;然后,通过AMEsim和Simulink分别搭建了遥控... 由于拖拉机实际作业环境较为恶劣,为保证驾驶员的安全,提出了一种拖拉机遥控转向系统的设计方案。首先,对拖拉机现有的液压转向系统进行了分析,并提出了遥控转向系统的结构设计和控制策略设计;然后,通过AMEsim和Simulink分别搭建了遥控转向系统的液压部分模型和模糊PID控制器并进行了联合仿真实验。实验结果表明:设计的遥控转向系统能够实现拖拉机的转向,模糊PID控制器相对于常规PID控制器的控制效果更好,阶跃响应时间由1.49 s缩短到1.07 s,正弦跟踪响应最大误差由0.028 m缩短到0.015 m,抗干扰性也更强。 展开更多
关键词 拖拉机转向 遥控转向系统 模糊PID控制 联合仿真
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农业领域多模态融合技术方法与应用研究进展 被引量:8
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作者 李道亮 赵晔 杜壮壮 《农业机械学报》 北大核心 2025年第1期1-15,共15页
多模态融合技术通过结合多源数据,可以克服单一模态的局限性。近年来,传感器以及遥感技术的发展为作物监测提供了更加丰富的数据源,光谱数据、图像数据、雷达数据以及热红外数据被广泛应用于作物监测中。通过利用计算机视觉技术以及数... 多模态融合技术通过结合多源数据,可以克服单一模态的局限性。近年来,传感器以及遥感技术的发展为作物监测提供了更加丰富的数据源,光谱数据、图像数据、雷达数据以及热红外数据被广泛应用于作物监测中。通过利用计算机视觉技术以及数据分析方法,可以从中获取作物的表型参数、理化特征等信息,从而有助于评估作物的生长状况、指导农业生产管理。现有研究多数是基于单一模态数据展开,而单一模态的数据仅有一种类型的输入,缺乏对整体信息的理解,且容易受到单模态噪声的影响;部分研究虽然采用了多模态融合技术,但仍未能充分考虑模态间的复杂交互关系。为了深入分析多模态融合技术在农业领域应用的潜力,本文首先阐述了农业领域中多模态融合的先进技术与方法,重点梳理了多模态融合技术在作物识别、性状分析、产量预测、胁迫分析及病虫害诊断领域中的应用研究成果,分析了多模态融合技术在农业领域中存在的数据利用程度低、有效特征提取难、融合方式单一等问题,并对未来发展提出展望,以期通过多模态融合的方法推动农业精准管理、提高生产效率。 展开更多
关键词 多模态融合 传感器 遥感技术 作物监测 计算机视觉 农业精准管理
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基于动力性模糊控制拖拉机遥控换挡设计研究 被引量:1
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作者 刘九庆 王宇航 项前 《农机化研究》 北大核心 2025年第1期218-225,233,共9页
为实现拖拉机遥控换挡,基于动力性模糊控制换挡设计了电控液压换挡系统,并在AMEsim中搭建仿真模型。根据发动机的调速特性,以油门开度、当前的车速和挡位为输入参数建立动力性换挡模型,并根据驾驶员意图和拖拉机状态建立二级模糊控制器... 为实现拖拉机遥控换挡,基于动力性模糊控制换挡设计了电控液压换挡系统,并在AMEsim中搭建仿真模型。根据发动机的调速特性,以油门开度、当前的车速和挡位为输入参数建立动力性换挡模型,并根据驾驶员意图和拖拉机状态建立二级模糊控制器对动力性换挡策略进行修正。同时,设置工况,在MatLab/Simulink中建立拖拉机传动系统模型,利用AMEsim-Simulink进行联合仿真,得到液压缸活塞杆位移曲线,对可行性进行了验证。对比传统换挡与动力性模糊控制换挡,以离合器冲击度、滑摩功等为控制目标进行仿真分析。结果表明:与传统换挡系统相比所设计的系统控制效果较优,满足拖拉机动力性适应性要求。 展开更多
关键词 拖拉机 模糊控制 遥控换挡 仿真分析
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