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基于流速调制的电子鼻及其在啤酒分类中的应用 被引量:3
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作者 王雨 邢建国 +1 位作者 傅均 钱曙 《传感器与微系统》 CSCD 2018年第11期158-160,共3页
为了缩短电子鼻检测时间,设计了一种基于流速调制的电子鼻系统,以可变进气流速替代固定进气流速,并提出了一种自适应主成分分析法(AD—PCA)进行分类识别。啤酒分类实验验证系统,AD—PCA平均正确分类率为96.8%,与固定流速相对比,设计的... 为了缩短电子鼻检测时间,设计了一种基于流速调制的电子鼻系统,以可变进气流速替代固定进气流速,并提出了一种自适应主成分分析法(AD—PCA)进行分类识别。啤酒分类实验验证系统,AD—PCA平均正确分类率为96.8%,与固定流速相对比,设计的系统在保证分类准确的基础上,可以有效缩短检测的时间。 展开更多
关键词 电子鼻 流速调制 主成分分析 支持向量机 高斯混合模型
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基于流速调制的电子鼻系统开发及其在黄酒酒龄分类中的应用 被引量:1
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作者 钱曙 邢建国 +1 位作者 王雨 程辉 《食品与发酵工业》 CAS CSCD 北大核心 2018年第3期230-234,共5页
一种基于流速调制的电子鼻系统,在流速可变的情况下,通过改变进气流速来扩大传感器对不同气体的响应范围,以此来提高识别正确率,缩短检测时间。应用改进的自适应主成分分析算法(Adaptive Principal Component Analysis,AD-PCA)对黄酒酒... 一种基于流速调制的电子鼻系统,在流速可变的情况下,通过改变进气流速来扩大传感器对不同气体的响应范围,以此来提高识别正确率,缩短检测时间。应用改进的自适应主成分分析算法(Adaptive Principal Component Analysis,AD-PCA)对黄酒酒龄进行分类来验证此电子鼻系统,并将该算法的结果与支持向量机算法(Support Vector Machine,SVM)和误差反向传播神经网络算法(Back-Propagation Neural Network,BPNN)的结果进行对比,实验结果表明:对于5种不同酒龄的黄酒,AD-PCA得到的平均正确分类率为93.6%,SVM得到的平均正确分类率为92%,BPNN得到的平均正确分类率为100%,与固定流速相比,可以在保证较高准确率的基础上做到快速分类,并且有效缩短检测时间。 展开更多
关键词 黄酒 电子鼻 模式识别 流速调制
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IMPROVEMENT IN WAVEFORM OF SWITCHING POINT-PRESET SPWM INVERTERS
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作者 谢少军 裘卫红 严仰光 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 1995年第1期72-79,共8页
Total harmonic distortion (THD) is one of the key technical indexes of inverter output voltage. Optimization o f switching points and filter parameters could ensure the switching-point-preset sinusoidal pulse width mo... Total harmonic distortion (THD) is one of the key technical indexes of inverter output voltage. Optimization o f switching points and filter parameters could ensure the switching-point-preset sinusoidal pulse width modulation (SPWM) inverters with low harmonyic content in theory.The THD value would be increased by switching time delay of power devices and control circuit. A new control coecuit with delay time compensation is presented in this paper. With this control scheme, the output of the inverter could be basically identified with the theory given.Test results of experimental circuit verify that the control circuit presented in this paper is feasible. The THD of the inverter output voltage could be reduced to a certain extent by this method. 展开更多
关键词 INVERTERS pulse width modulation variable speed constant frequency (VSCF) total harmonic distortion switching-point-preset
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The Marine Dynamics and Changing Trend off the Modern Yellow River Mouth 被引量:5
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作者 WANG Nan LI Guangxue +3 位作者 XU Jishang QIAO Lulu DADA Olusegun A. ZHOU Chunyan 《Journal of Ocean University of China》 SCIE CAS 2015年第3期433-445,共13页
Topography around the Yellow River mouth has changed greatly in recent years, but studies on the current state of ma- rine dynamics off the Yellow River mouth are relatively scarce. This paper uses a two-dimension num... Topography around the Yellow River mouth has changed greatly in recent years, but studies on the current state of ma- rine dynamics off the Yellow River mouth are relatively scarce. This paper uses a two-dimension numerical model (MIKE 21) to reveal the tidal and wave dynamics in 2012, and conducts comparative analysis of the changes from 1996 to 2012. The results show that M2 amphidromic point moved southeastward by 11 kin. It further reveals that the tides around the Yellow River mouth are relatively stable due to the small variations in the tidal constituents. Over the study period, there is no noticeable change in the distribution of tidal types and tidal range, and the mean tidal range off the river mouth during the period studied is 0.5-1.1 m. However, the tidal currents changed greatly due to large change in topography. It is observed that the area with strong tidal currents shifted from the old river mouth (1976-1996) to the modem river mouth (1996-present). While the tidal current speeds decreased continually off the old river mouth, they increased off the modem river mouth. The Maximum Tidal Current Speed (MTCS) reached 1.4 m s-1, and the maximum current speed of 50-year return period reached 2.8 m s-1. Waves also changed greatly due to change in topography. The significant wave height (H1/3) of 50-year return period changed proportionately with the water depth, and the ratio of Hi/3 to depth being 0.4-0.6. H1/3 of the 50-year return period in erosion zone increased continually with increasing water depth, and the rate of change varied between 0.06 and 0.07myr-1. Based on the results of this study, we infer that in the future, the modem river mouth will protrude gradually northward, while the erosion zone, comprising the old river mouth and area between the modern river mouth and the old river mouth (Intermediate region) will continue to erode. As the modem river mouth protrudes towards the sea, there will be a gradual increase in the current speed and decrease in wave height. Conversely, the old river mouth will retreat, with gradual decrease in current speed and increase in wave height. As more coastal constructions spring up around the Yellow River mouth in the future, we recommend that variation in hydrodynamics over time should be taken into consideration when designing such coastal constructions. 展开更多
关键词 Yellow River mouth tidal dynamics WAVE numerical simulation change trend 50-year return period
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Numerical Simulation on a Throttle Governing System with Hydraulic Butterfly Valves in a Marine Environment 被引量:2
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作者 万会雄 方俊 黄辉 《Journal of Marine Science and Application》 2010年第4期403-409,共7页
Hydraulic butterfly valves have been widely applied in marine engineering because of their large switching torque, low pressure loss and suitability for large and medium diameter pipelines. Due to control problems res... Hydraulic butterfly valves have been widely applied in marine engineering because of their large switching torque, low pressure loss and suitability for large and medium diameter pipelines. Due to control problems resulting from switching angular speeds of the hydraulic butterfly valve, a throttle-governing control mode has been widely adopted, and detailed analysis has been carried out worldwide on the structural principle concerning speed-regulation and the load torque on the shaft while opening or closing a hydraulic butterfly valve. However relevant reports have yet been published on the change law, the error and the influencing factors of the rotational angular velocity of the hydraulic butterfly valve while opening and closing. In this article, research was based on some common specifications of a hydraulic butterfly valve with a symmetrical valve flap existing in a marine environment. The throttle governing system supplied by the accumulator to achieve the switching of the hydraulic control valve was adopted, and the mathematical models of the system were established in the actual conditions while the numerical simulations took place. The simulation results and analysis show that the rotational angular velocity and the error of the hydraulic butterfly valve while switching is influenced greatly by the drainage amount of the accumulator, resulting in pressure loss in the pipeline, the temperature of hydraulic medium and the load of the hydraulic butterfly valve. The simulation results and analysis provide a theoretical basis for the choice of the total capacity of the accumulator and pipeline diameters in a throttle governing system with a hydraulic butterfly valve.It also determines the type and specification of the hydraulic butterfly valve and the design of motion parameters of the transported fluid. 展开更多
关键词 hydraulic butterfly valve throttle governing switching angular speed load characteristics numerical simulation
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Predictive current control system of PMSM based on LADRC 被引量:2
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作者 Wang Xiaopeng Zhao Jun +1 位作者 Wang Bohui Li Baomin 《Journal of Southeast University(English Edition)》 EI CAS 2022年第3期227-234,共8页
For a permanent magnet synchronous motor(PMSM)model predictive current control(MPCC)system,when the speed loop adopts proportional-integral(PI)control,speed regulation is easily affected by motor parameters,resulting ... For a permanent magnet synchronous motor(PMSM)model predictive current control(MPCC)system,when the speed loop adopts proportional-integral(PI)control,speed regulation is easily affected by motor parameters,resulting in the inability to balance the system robustness and dynamic performance.A PMSM optimal control strategy combining linear active disturbance rejection control(LADRC)and two-vector MPCC(TV-MPCC)is proposed.Firstly,a mathematical model of a PMSM is presented,and the PMSM TV-MPCC model is developed in the synchronous rotation coordinate system.Secondly,a first-order LADRC controller composed of a linear extended state observer and linear state error feedback is designed to reduce the complexity of parameter tuning while linearly simplifying the traditional active disturbance rejection control(ADRC)structure.Finally,the conventional PI speed regulator in the motor speed control system is replaced by the designed LADRC controller.The simulation results show that the speed control system using LADRC can effectively deal with the changes in motor parameters and has better robustness and dynamic performance than PI control and similar methods.The system has a fast motor speed response,small overshoot,strong anti-interference,and no steady-state error,and the total harmonic distortion is reduced. 展开更多
关键词 permanent magnet synchronous motor(PMSM) two-vector model predictive current control linear active disturbance rejection control speed control system
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