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Application of Neural network PID Controller in Constant Temper-ature and Constant Liquid-level System 被引量:11
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作者 (College of information and control engineering, University of Petroleum, Dongying 257061, China) Chen Guochu Hao Ninmei Liu Xianguang(College of electricity engineering, University of Xi ’ an Communication, Xi’ an 710049, China) Zhang Lin (Workshop of Instrument of Plastic Plant, Qilu Petrochemical Corp., Zibo 255411, China) Wang Junhong 《微计算机信息》 2003年第1期23-24,42,共3页
Guided by the principle of neural network, an intelligent PID controller based on neural network is devised and applied to control of constant temperature and constant liquidlevel system. The experiment results show t... Guided by the principle of neural network, an intelligent PID controller based on neural network is devised and applied to control of constant temperature and constant liquidlevel system. The experiment results show that this controller has high accuracy and strong robustness and good characters. 展开更多
关键词 PID控制器 神经网络 PID控制 恒温恒液位系统
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Development of timer based on liquid level measurement system
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作者 Banajit Chakraborty T K Maiti 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2016年第4期383-387,共5页
This paper describes the design and development of the timer based on liquid level measurement system in which timer 555 is used in astable mode. The capacitor charging time i. e. the ON time pulse width of the ti... This paper describes the design and development of the timer based on liquid level measurement system in which timer 555 is used in astable mode. The capacitor charging time i. e. the ON time pulse width of the timer output waveform which is measured using a digital storage oscillator (DSO),is linearly proportional to the capacitance of a co-axial cylindrical capacitive transducer, and this capacitance once again linearly varies with the change in liquid level. Hence, we obtain a linear relationship between the liquid level and the capacitor charging time. The main advantages of this developed system are linear input-output relationship, small in size, easily portable, cost effective, and independent on the ambient temperature effect. The system can also be exploited to measure dielectric constant of liquid or solid in various process industries. 展开更多
关键词 timer IC555 liquid level measurement system capacitor charging time co-axial cylindrical capacitive transducer
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Research on the principle of space high-precision temperature control system of liquid crystals based Stokes polarimeter 被引量:1
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作者 Xin-Wei Zhang Yang Zhang +2 位作者 Jia-Ben Lin Jun-Feng Hou Yuan-Yong Deng 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2021年第1期97-104,共8页
The magnetic field is one of the most important parameters in solar physics,and a polarimeter is the key device to measure the solar magnetic field.Liquid crystals based Stokes polarimeter is a novel technology,and wi... The magnetic field is one of the most important parameters in solar physics,and a polarimeter is the key device to measure the solar magnetic field.Liquid crystals based Stokes polarimeter is a novel technology,and will be applied for magnetic field measurement in the first space-based solar observatory satellite developed by China,Advanced Space-based Solar Observatory.However,the liquid crystals based Stokes polarimeter in space is not a mature technology.Therefore,it is of great scientific significance to study the control method and characteristics of the device.The retardation produced by a liquid crystal variable retarder is sensitive to the temperature,and the retardation changes 0.09°per 0.10℃.The error in polarization measurement caused by this change is 0.016,which affects the accuracy of magnetic field measurement.In order to ensure the stability of its performance,this paper proposes a high-precision temperature control system for liquid crystals based Stokes polarimeter in space.In order to optimize the structure design and temperature control system,the temperature field of liquid crystals based Stokes polarimeter is analyzed by the finite element method,and the influence of light on the temperature field of the liquid crystal variable retarder is analyzed theoretically.By analyzing the principle of highprecision temperature measurement in space,a high-precision temperature measurement circuit based on integrated operational amplifier,programmable amplifier and 12 bit A/D is designed,and a high-precision space temperature control system is developed by applying the integral separation PI temperature control algorithm and PWM driving heating films.The experimental results show that the effect of temperature control is accurate and stable,whenever the liquid crystals based Stokes polarimeter is either in the air or vacuum.The temperature stability is within±0.0150℃,which demonstrates greatly improved stability for the liquid crystals based Stokes polarimeter. 展开更多
关键词 liquid crystals based Stokes polarimeter high-precision temperature measurement space high-precision temperature control temperature field analysis PID control
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New Measuring Method for Colorless Liquid Level Based on CLC100 Level Sensor and Powercast Wireless Sensor Kit
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作者 Guanlin Yan Gerhard Lindner Yuming Shen 《Engineering(科研)》 2015年第4期177-189,共13页
In this paper, a new wireless measuring method for colorless liquid level measurement was presented, based on latest CLC100 liquid level sensor and Powercast wireless sensor development kit. The wireless system is div... In this paper, a new wireless measuring method for colorless liquid level measurement was presented, based on latest CLC100 liquid level sensor and Powercast wireless sensor development kit. The wireless system is divided into two parts, level measurement and data transmission part as well as data receiving and display part. First part included the capacitive liquid level sensor CLC100 and the wireless senor board. CLC100 sensor was used for liquid level measurement. Wireless sensor kit from Powercast Corporation included one wireless sensor board, which was used for signal transmission. A built-in PIC microcontroller was embedded in the transmission module, for the purpose of processing and data transmitting. Due to CLC100 sensor’s output voltage exceeding the sensor board’s input limitation, a voltage convertor was designed to connect the sensor and the wireless sensor board. The final results were voltages corresponding to the liquid level, and were processed by an independent PIC development board, and then sent to PC’s hyper terminal via serial-port by this PIC microcontroller. Experiments showed that this wireless sensor node prototype worked well. 展开更多
关键词 CLC100 liquid level SENSOR Powercast WIRELESS SENSOR KIT COLORLESS liquid level measurement WIRELESS SENSOR
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The Design Liquid-level Monitoring System of Adopting the Ultrasonic Sensing Technology
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作者 LI JING YAO YANZHI ZHAO MINGBO CHEN PING 《微计算机信息》 北大核心 2007年第34期70-72,85,共4页
Utilizing the technology of Ultrasonic wave,relevant test arithmetic and the PC to carry on monitoring,controlling and cen-tralized management of the liquid-level in the liquid container. It can prevent from keeping i... Utilizing the technology of Ultrasonic wave,relevant test arithmetic and the PC to carry on monitoring,controlling and cen-tralized management of the liquid-level in the liquid container. It can prevent from keeping in touch with the examined liquid,not only has increased the continuous working time of the system greatly,simplifying maintenance of the sensor conveniently,can also realize overhauling in producing and boost the productivity and management level. The working principle,hardware structure of the instrument and the design method are presented,and the selection of sensor and MCU is discussed in detail in this paper. MCU are used to control the emission and receiving. Then the liquid-level are calculated,which makes the design more intelligent. 展开更多
关键词 超声波传感器 液位监控 液位测量 温度补偿 MSP430 群罐
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Design of the Measuring Instrument to the liquid level Based on MSP430 SCM
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作者 YANG XIAOJING WANG ZHIQIANG CHEN PING(Computer Science and Technology Institute of Shandong University of Technology, Zibo Shandong province, 255049, Yang Xiaojing) 《微计算机信息》 北大核心 2008年第8期120-122,共3页
This paper introduced the components, principle and the hardware and software design of the multiplexing measuring and control instrument to the liquid level that is based on MSP430 SCM. This system is made of pressur... This paper introduced the components, principle and the hardware and software design of the multiplexing measuring and control instrument to the liquid level that is based on MSP430 SCM. This system is made of pressure sensor, signal processing circuit, electromagnetic valve, output driving circuit, Chinese character LCD, keyboard, optic alarm circuit and MSP430MCU, and realized Liquid level automatic monitor, out range alarm and online function. 展开更多
关键词 liquid level measurement Master-slave communication MSP430SCM V/F convert
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Experimental analysis on adjusting performance of vapor-liquid two-phase flow controller
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作者 李慧君 屠珊 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2006年第5期525-530,共6页
The vapor-liquid self-adjusting controller is an innovative automatic regulating valve.In order to ensure adjusted objects run safely and economically,the controller automatically adjusts the liquid flux to keep liqui... The vapor-liquid self-adjusting controller is an innovative automatic regulating valve.In order to ensure adjusted objects run safely and economically,the controller automatically adjusts the liquid flux to keep liquid level at a required level according to physical properties of vapor-liquid two-phase fluid.The adjusting mechanics,the controller’s performance and influencing factors of its stability have been analyzed in this paper.The theoretical analysis and successful applications have demonstrated this controller can keep the liquid level steady with good performance.The actual application in industry has shown that the controller can satisfactorily meet the requirement of industrial production and has wide application areas. 展开更多
关键词 vapor-liquid two-phase flow adjusting performance liquid level controller
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Sliding Mode Control, with Integrator, for a Class of Mimo Nonlinear Systems
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作者 Anouar Benamor Larbi Chrifi-alaui +1 位作者 Hassani Messaoud Mohamed Chaabane 《Engineering(科研)》 2011年第5期435-444,共10页
In this paper, the robust control problem of general nonlinear multi-input multi-output (MIMO) systems is proposed. The robustness against unknown disturbances is considered. Two algorithms based on the Sliding Mode C... In this paper, the robust control problem of general nonlinear multi-input multi-output (MIMO) systems is proposed. The robustness against unknown disturbances is considered. Two algorithms based on the Sliding Mode Control (SMC) for nonlinear coupled multi-input multi-output (MIMO) systems are proposed: the first order sliding mode control (FOSMC) with saturation (sat) function and the FOSMC with sat combined with integrator controller. Those algorithms were simulated and implemented on the three tanks test-bed system and the exprimental results confirm the effectiveness of our control design. 展开更多
关键词 SLIDING Mode control INTEGRATOR Nonlinear systems Coupled Mimo UNCERTAIN liquid level control
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Advanced Control System Development on the Basis of Festo Training Laboratory "Compact Workstation"
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作者 Vladimir Skopis Igors Uteshevs Aivars Pumpurs 《Journal of Energy and Power Engineering》 2014年第5期966-972,共7页
This article describes the development of automatic control system on the basis of Festo "Compact Workstation" training stand. Such control systems are used in different branches of industry and infrastructure inclu... This article describes the development of automatic control system on the basis of Festo "Compact Workstation" training stand. Such control systems are used in different branches of industry and infrastructure including oil industry, chemical industry, water treatment, canalization and others. The stand allows realizing level, flow, pressure and temperature control systems, using pump, valves, discrete and analog sensors. Level control system is described in this work. PID (proportional integral derivative) controllers are used in these systems. Control is switched on and off and the parameters of control systems are changed by means of SCADA (supervisory control and data acquisition) system. During real technological processes, these actions are performed by the operator. The algorithm of the control system is realized using PLC (programmable logic controller). At the end of the article conclusions about the research are drawn. 展开更多
关键词 PLC SCADA PID controller liquid level control.
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大跨度公铁双层斜拉桥主梁涡激共振机理与控制 被引量:1
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作者 刘志文 周威 +3 位作者 刘振标 严爱国 夏正春 陈政清 《湖南大学学报(自然科学版)》 EI CAS CSCD 北大核心 2024年第1期1-13,共13页
以拟建的某主跨808 m公铁双层斜拉桥为工程依托,采用节段模型风洞试验研究不同攻角下双层桁架梁断面的涡振性能及5种气动控制措施的抑振效果,结合计算流体动力学(CFD)静态绕流模拟,对比分析双层桁架梁断面的涡振机理及控制方法.研究表明... 以拟建的某主跨808 m公铁双层斜拉桥为工程依托,采用节段模型风洞试验研究不同攻角下双层桁架梁断面的涡振性能及5种气动控制措施的抑振效果,结合计算流体动力学(CFD)静态绕流模拟,对比分析双层桁架梁断面的涡振机理及控制方法.研究表明:主梁断面原设计方案在+3°和0°风攻角下存在明显的竖向和扭转涡振现象,且振幅超过规范允许值;间隔封闭上层桥面栏杆或增设抑流板可有效抑制主梁扭转涡振,但竖向涡振振幅仍不满足规范要求;上弦杆外侧增设风嘴可有效抑制主梁竖向和扭转涡振,而下弦杆外侧增设风嘴对主梁涡振抑振效果有限.气流经主梁原设计断面上层桥面分离后,在其上下表面形成周期性脱落的大尺度旋涡,并在上层桥面后部再附,这是主梁发生竖向涡振的主要诱因;上弦杆外侧增设风嘴可引导气流平稳通过上层桥面,消除了周期性的旋涡脱落,并在其上表面形成一段狭长“回流区”,从而有效抑制了涡振的发生. 展开更多
关键词 桥梁工程 涡激共振机理 风洞试验 双层桁架主梁 气动控制措施 计算流体动力学
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江苏省平原水网区河湖生态水位确定探索与实践 被引量:1
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作者 盖永伟 蒋咏 胡晓雨 《水资源开发与管理》 2024年第1期30-34,共5页
保障河湖生态流量,事关江河湖泊健康。本文在分析江苏平原水网区域特点的基础上,选择生态水位作为河湖生态流量的表征指标,根据水利部确定的江苏省26条全国生态流量保障重点河湖名录,科学选定控制断面,采用1990—2020年水文序列资料,选... 保障河湖生态流量,事关江河湖泊健康。本文在分析江苏平原水网区域特点的基础上,选择生态水位作为河湖生态流量的表征指标,根据水利部确定的江苏省26条全国生态流量保障重点河湖名录,科学选定控制断面,采用1990—2020年水文序列资料,选用Qp法分析计算90%、95%、99%保证率下的水位,同步对比分析近10年最枯月水位、最低通航保证水位,最终确定了26条河湖的生态水位。通过制定保障措施方案、开展监测预警评估、强化统一调度管理等措施,全面保障区域河湖生态水位,为平原水网地区河湖生态水位的确定与保障提供了经验。 展开更多
关键词 河湖生态水位 保障措施 监测 管控 江苏省
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基于不确定度评估研究ID-LC-MS/MS法检测鸡蛋中氟虫腈砜残留量的关键控制点
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作者 张巧艳 方维焕 +3 位作者 郑蔚然 王夏君 刘超纲 王强 《浙江农业学报》 CSCD 北大核心 2024年第3期643-650,共8页
为了控制检测结果准确性,以鸡蛋粉中氟虫腈砜残留分析标准物质[GBW(E)100779]为测试样,采用“自下而上”法对基于多功能净化柱(PAC柱)净化的同位素稀释液相色谱串联质谱(ID-LC-MS/MS)法进行测量不确定度评估。“鱼骨图”分析表明,不确... 为了控制检测结果准确性,以鸡蛋粉中氟虫腈砜残留分析标准物质[GBW(E)100779]为测试样,采用“自下而上”法对基于多功能净化柱(PAC柱)净化的同位素稀释液相色谱串联质谱(ID-LC-MS/MS)法进行测量不确定度评估。“鱼骨图”分析表明,不确定度分量主要来源有样品称样量、内标溶液添加体积、标准工作溶液浓度及其移取体积。内标溶液添加体积引入的不确定度最大,对检测结果不确定度的贡献率为68.59%;万分之一天平称量引入的不确定度可忽略不计。同位素内标的添加过程是ID-LC-MS/MS法检测的关键控制点,参考基准的合理选择和目标物的完全提取是准确测量的前提。进一步用LC-MS/MS法对参考物质、稀释剂和内标溶液的适用性进行了评估,并基于国家有证标准物质[GBW(E)100779]对提取方法进行了优化。研究结果有利于提升鸡蛋食品安全的检测质量和质控水平,为精准检测质控方案的设计提供新思路。 展开更多
关键词 测量不确定度 鸡蛋 氟虫腈砜 同位素稀释液相色谱串联质谱法(ID-LC-MS/MS) 质量控制 标准物质
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基于单片机的造纸用液位自动化控制系统研究
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作者 王鹏 潘冬 《造纸科学与技术》 2024年第8期51-54,共4页
为切实应对以往造纸用液位控制系统依赖于自动控制机理构建控制电路所造成的液位控制精确度低与自动化程度低等问题,由嵌入式技术重焕液位控制系统活力着手,针对造纸碱回收蒸发工段黑液液位控制需求,基于52单片机和超声波传感器搭建了... 为切实应对以往造纸用液位控制系统依赖于自动控制机理构建控制电路所造成的液位控制精确度低与自动化程度低等问题,由嵌入式技术重焕液位控制系统活力着手,针对造纸碱回收蒸发工段黑液液位控制需求,基于52单片机和超声波传感器搭建了液位自动化控制系统。系统测试结果表明,以单片机与传感器相结合的液位控制系统精准度高、自动化程度高,且安全稳定性更高,不仅可充分适应当前追求无人化、高效化的造纸工业生产体系,还可普遍推广应用于其他工业领域。 展开更多
关键词 52单片机 超声波传感器 造纸黑液 液位控制 自动化
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宿迁市河流生态水位管控目标与预警机制分析
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作者 叶文 方红远 +3 位作者 黄金柏 邱福琼 樊浦 程倩倩 《江苏水利》 2024年第2期63-66,共4页
针对宿迁市近年水环境保护与水生态修复实践,阐述了宿迁市开展的第一批及相关重要河道生态水位制定情况与实施政策,分析了河道生态水位管理的工程调度原则与预警机制方案设计等技术内容,提出了河道生态水位管控目标保障措施。相关技术... 针对宿迁市近年水环境保护与水生态修复实践,阐述了宿迁市开展的第一批及相关重要河道生态水位制定情况与实施政策,分析了河道生态水位管理的工程调度原则与预警机制方案设计等技术内容,提出了河道生态水位管控目标保障措施。相关技术方法对构建完善的生态水位目标管控长效机制,提升宿迁市河湖水生态环境质量具有重要决策参考价值。 展开更多
关键词 河流生态水位 生态水位计算法 目标管控 预警机制 保障措施
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健康教育在学校结核病防控中的价值研讨
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作者 林晓珊 沈鸿程 《中国卫生标准管理》 2024年第5期19-23,共5页
目的研究学校结核病防控中应用健康教育的效果。方法于2021年1月—2022年12月时间段对某高中学校进行调查,选择该校三年级400名进行研究,其中1~5班采用常规校园疾病防控管理(200名),6~10班采用健康教育疾病防控管理模式(200名),观察指... 目的研究学校结核病防控中应用健康教育的效果。方法于2021年1月—2022年12月时间段对某高中学校进行调查,选择该校三年级400名进行研究,其中1~5班采用常规校园疾病防控管理(200名),6~10班采用健康教育疾病防控管理模式(200名),观察指标为健康知识水平、防控措施落实情况、新发结核病发生情况。结果6~10班学生结核病防控知识高于1~5班学生,差异有统计学意义(P<0.05);6~10班学生防控措施落实情况高于1~5班学生,差异有统计学意义(P<0.05);6~10班学生新发结核病发生为0,低于1~5班学生3例(1.50%),但差异无统计学意义(P>0.05);6~10班学生结核病主动汇报15例(7.50%),高于1~5班学生4例(2.00%),差异有统计学意义(P<0.05)。结论学校结核病防治过程中采用健康教育模式可以提升学生的健康知识水平,强化结核病防治措施落实效果,有效预防新发结核病发生,并提高其主动汇报率,改善学生预后效果。 展开更多
关键词 结核病防控 健康教育 健康知识水平 高中学校 防控措施 落实情况
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基于离散马尔可夫模型的液位感测系统分析
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作者 唐灏 罗庆佳 +1 位作者 李岩聪 钟树强 《集成电路应用》 2024年第2期6-7,共2页
阐述一种新的测量原理及测量电容结构,其利用模型计算传统式电容液位测量方法中测量介质介电常数数据,分析定期标定的原因。新系统根据液位变化、介电常数、电容量关系,实现高精度测量。
关键词 电容式传感器 高精度 液位测量 马尔可夫
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室内绿植智能浇水系统
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作者 孟亚男 刘宇菲 赵凯 《工业控制计算机》 2024年第1期167-169,共3页
针对盆栽进行智能、合理的维护,解决在栽培过程中无法及时浇水以及无法控制浇水量的问题,设计了一款自动浇水装置。采用单片机作为内部控制器,该装置装配有温湿度传感器和液位传感器等环境参数检测设备,能够智能地响应室内环境和土壤潜... 针对盆栽进行智能、合理的维护,解决在栽培过程中无法及时浇水以及无法控制浇水量的问题,设计了一款自动浇水装置。采用单片机作为内部控制器,该装置装配有温湿度传感器和液位传感器等环境参数检测设备,能够智能地响应室内环境和土壤潜在需求。通过PID控制算法来控制进出水泵出水量,将期望出水量设置为SP并实时检测实际出水量PV,通过计算误差并根据PID控制器输出的控制变量U控制相应的继电装置,以实现自动浇水装置的智能化控制。 展开更多
关键词 液位高度 智能浇水 数据采集 单片机 PID控制
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基于智能控制算法液位控制系统的实现 被引量:1
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作者 王振 虎恩典 +1 位作者 兰永平 王大鹏 《自动化与仪表》 2024年第1期144-147,151,共5页
利用西门子S7-1500系列PLC模组和MCGS触摸屏,实现对双容水箱系统的液位恒值控制和水箱液位的实时监控。在不需要建立被控过程的数学模型的前提下,采用了模糊控制和模糊积分控制两种智能控制算法对液位进行控制,并分析了两种智能算法的... 利用西门子S7-1500系列PLC模组和MCGS触摸屏,实现对双容水箱系统的液位恒值控制和水箱液位的实时监控。在不需要建立被控过程的数学模型的前提下,采用了模糊控制和模糊积分控制两种智能控制算法对液位进行控制,并分析了两种智能算法的优缺点。通过现场实验证明了模糊控制算法存在静态误差,而加入积分控制后误差可以被消除。该系统具有可视性强、控制效果好等优点。 展开更多
关键词 智能控制 模糊控制 模糊积分控制 可编程控制器 水箱液位
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川西北含硫气井分离器液位控制方式优化及仪表选型研究
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作者 齐梓荣 任秋月 +3 位作者 肖毅 谭尧睿 严飞 刘琪 《石化技术》 CAS 2024年第3期202-204,共3页
川西北高压含硫气井投产以来,各采气单井分离器液位调节阀全部采用两位式控制方式,投产初期运行正常,但随后逐渐出现调节阀磨损、阀杆连接件卡阻、卡死不动作等故障。为解决上述问题,从液位检测仪表、分离器调节阀、液位控制方式三个维... 川西北高压含硫气井投产以来,各采气单井分离器液位调节阀全部采用两位式控制方式,投产初期运行正常,但随后逐渐出现调节阀磨损、阀杆连接件卡阻、卡死不动作等故障。为解决上述问题,从液位检测仪表、分离器调节阀、液位控制方式三个维度开展应用效果对比和适应性分析,总结出一套高压含硫气井分离器液位控制推荐做法。并将研究结果在相似高压含硫气井推广应用,效果良好。这为各类分离器液位调节找到了一个新的解决思路,可为类似装置的方案设计提供参考。 展开更多
关键词 分离器液位控制 液位检测仪表 分离器调节阀 液位控制方式
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浮选槽液位高度和泡沫层厚度测量系统设计
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作者 于占超 张春堂 樊春玲 《传感器与微系统》 CSCD 北大核心 2024年第4期96-99,共4页
在金矿浮选过程中,矿浆液位高度和泡沫层厚度是一个关键的技术参数,对金矿的出金率有很大影响。针对浮选槽中泡沫层厚度难以测量的问题,设计了一种基于阻抗测量的金矿浮选槽液位高度及泡沫层厚度测量系统。该系统使用32个电极测量31组... 在金矿浮选过程中,矿浆液位高度和泡沫层厚度是一个关键的技术参数,对金矿的出金率有很大影响。针对浮选槽中泡沫层厚度难以测量的问题,设计了一种基于阻抗测量的金矿浮选槽液位高度及泡沫层厚度测量系统。该系统使用32个电极测量31组阻抗数据,根据浮选槽矿浆与泡沫导电性能不同的特点,通过阻抗分析仪判断各电极所处位置并计算得出液位高度和泡沫层厚度。经实验验证,该系统可直接测量出液位高度和泡沫层厚度且效果理想,为金矿浮选中液位的实时控制提供了基础。 展开更多
关键词 浮选槽液位 泡沫层厚度 阻抗测量
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