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Single event effects evaluation on convolution neural network in Xilinx 28 nm system on chip
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作者 赵旭 杜雪成 +4 位作者 熊旭 马超 杨卫涛 郑波 周超 《Chinese Physics B》 SCIE EI CAS CSCD 2024年第7期638-644,共7页
Convolutional neural networks(CNNs) exhibit excellent performance in the areas of image recognition and object detection, which can enhance the intelligence level of spacecraft. However, in aerospace, energetic partic... Convolutional neural networks(CNNs) exhibit excellent performance in the areas of image recognition and object detection, which can enhance the intelligence level of spacecraft. However, in aerospace, energetic particles, such as heavy ions, protons, and alpha particles, can induce single event effects(SEEs) that lead CNNs to malfunction and can significantly impact the reliability of a CNN system. In this paper, the MNIST CNN system was constructed based on a 28 nm systemon-chip(SoC), and then an alpha particle irradiation experiment and fault injection were applied to evaluate the SEE of the CNN system. Various types of soft errors in the CNN system have been detected, and the SEE cross sections have been calculated. Furthermore, the mechanisms behind some soft errors have been explained. This research will provide technical support for the design of radiation-resistant artificial intelligence chips. 展开更多
关键词 single event effects convolutional neural networks alpha particle system on chip fault injection
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Single-event effects induced by medium-energy protons in 28 nm system-on-chip 被引量:4
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作者 Wei-Tao Yang Qian Yin +6 位作者 Yang Li Gang Guo Yong-Hong Li Chao-Hui He Yan-Wen Zhang Fu-Qiang Zhang Jin-Hua Han 《Nuclear Science and Techniques》 SCIE CAS CSCD 2019年第10期55-62,共8页
Single-event effects(SEEs)induced by mediumenergy protons in a 28 nm system-on-chip(SoC)were investigated at the China Institute of Atomic Energy.An on-chip memory block was irradiated with 90 MeV and 70 MeV protons,r... Single-event effects(SEEs)induced by mediumenergy protons in a 28 nm system-on-chip(SoC)were investigated at the China Institute of Atomic Energy.An on-chip memory block was irradiated with 90 MeV and 70 MeV protons,respectively.Single-bit upset and multicell upset events were observed,and an uppermost number of nine upset cells were discovered in the 90 MeV proton irradiation test.The results indicate that the SEE sensitivities of the 28 nm SoC to the 90 MeV and 70 MeV protons were similar.Cosmic Ray Effects on Micro-Electronics Monte Carlo simulations were analyzed,and it demonstrates that protons can induce effects in a 28 nm SoC if their energies are greater than 1.4 MeV and that the lowest corresponding linear energy transfer was 0.142 MeV cm^2 mg^-1.The similarities and discrepancies of the SEEs induced by the 90 MeV and 70 MeV protons were analyzed. 展开更多
关键词 single-event effect PROTON SYSTEM-ON-chip
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Identifying EGFR-Expressed Cells and Detecting EGFR Multi-Mutations at Single-Cell Level by Microfluidic Chip 被引量:2
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作者 Ren Li Mingxing Zhou +7 位作者 Jine Li Zihua Wang Weikai Zhang Chunyan Yue Yan Ma Hailin Peng Zewen Wei Zhiyuan Hu 《Nano-Micro Letters》 SCIE EI CAS 2018年第1期148-157,共10页
EGFR mutations companion diagnostics have been proved to be crucial for the efficacy of tyrosine kinase inhibitor targeted cancer therapies. To uncover multiple mutations occurred in minority of EGFR-mutated cells,whi... EGFR mutations companion diagnostics have been proved to be crucial for the efficacy of tyrosine kinase inhibitor targeted cancer therapies. To uncover multiple mutations occurred in minority of EGFR-mutated cells,which may be covered by the noises from majority of unmutated cells, is currently becoming an urgent clinical requirement. Here we present the validation of a microfluidic-chip-based method for detecting EGFR multimutations at single-cell level. By trapping and immunofluorescently imaging single cells in specifically designed silicon microwells, the EGFR-expressed cellswere easily identified. By in situ lysing single cells, the cell lysates of EGFR-expressed cells were retrieved without cross-contamination. Benefited from excluding the noise from cells without EGFR expression, the simple and cost-effective Sanger's sequencing, but not the expensive deep sequencing of the whole cell population, was used to discover multi-mutations. We verified the new method with precisely discovering three most important EGFR drugrelated mutations from a sample in which EGFR-mutated cells only account for a small percentage of whole cell population. The microfluidic chip is capable of discovering not only the existence of specific EGFR multi-mutations,but also other valuable single-cell-level information: on which specific cells the mutations occurred, or whether different mutations coexist on the same cells. This microfluidic chip constitutes a promising method to promote simple and cost-effective Sanger's sequencing to be a routine test before performing targeted cancer therapy. 展开更多
关键词 EGFR mutation single-cell analysis Microfluidic chip Tyrosine kinase inhibitor
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Combination of Micro-fluidic Chip with Fluorescence Correlation Spectroscopy for Single Molecule Detection
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作者 Rui BI Pu Dun ZHANG Chao Qing DONG Ji Cun REN 《Chinese Chemical Letters》 SCIE CAS CSCD 2006年第4期521-524,共4页
A single molecule detection technique was developed by the combination of a single channel poly (dimethylsiloxane)/glass micro-fluidic chip and fluorescence correlation spectroscopy (FCS). This method was successf... A single molecule detection technique was developed by the combination of a single channel poly (dimethylsiloxane)/glass micro-fluidic chip and fluorescence correlation spectroscopy (FCS). This method was successfully used to determine the proportion of two model components in the mixture containing fluorescein and the rhodamine-green succinimidyl ester. 展开更多
关键词 Fluorescence correlation spectroscopy micro-fluidic chip single molecule detection
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A Single Mode Hybrid Ⅲ-Ⅴ/Silicon On-Chip Laser Based on Flip-Chip Bonding Technology for Optical Interconnection
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作者 王海玲 郑婉华 《Chinese Physics Letters》 SCIE CAS CSCD 2016年第12期77-80,共4页
A single mode hybrid Ⅲ-Ⅴ/silicon on-chip laser based on the flip-chip bonding technology for on-chip optical interconnection is demonstrated. A single mode Fabry-Perot laser structure with micro-structures on an InP... A single mode hybrid Ⅲ-Ⅴ/silicon on-chip laser based on the flip-chip bonding technology for on-chip optical interconnection is demonstrated. A single mode Fabry-Perot laser structure with micro-structures on an InP ridge waveguide is designed and fabricated on an InP/AIGaInAs multiple quantum well epitaxial layer structure wafer by using i-line lithography. Then, a silicon waveguide platform including a laser mounting stage is designed and fabricated on a silicon-on-insulator substrate. The single mode laser is flip-chip bonded on the laser mounting stage. The lasing light is butt-coupling to the silicon waveguide. The laser power output from a silicon waveguide is 1.3roW, and the threshold is 37mA at room temperature and continuous wave operation. 展开更多
关键词 InP is with chip Silicon On-chip Laser Based on Flip-chip Bonding Technology for Optical Interconnection A single Mode Hybrid mode for
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A Single-Chip UHF RFID Reader Transceiver IC
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作者 Runxi Zhang Chunqi Shi Zongsheng Lai 《Communications and Network》 2013年第3期563-569,共7页
A single-chip UHF RFID reader transceiver IC has been implemented in 0.18 μm SiGe BiCMOS technology. The chip includes all transceiver blocks as RX/TX RF front-end, RX/TX analog baseband, frequency synthesizer and I2... A single-chip UHF RFID reader transceiver IC has been implemented in 0.18 μm SiGe BiCMOS technology. The chip includes all transceiver blocks as RX/TX RF front-end, RX/TX analog baseband, frequency synthesizer and I2C with fully-compliant China 800/900 MHz RFID draft, ISO/IEC 18000-6C protocol and ETSI 302 208-1 local regulation. The normal mode receiver in the presence of -3 dBm self-jammer achieves -75 dBm 1% PER sensitivity. The linear class-A PA integrated in transmitter has 25 dBm OP1 dB output power for CW. The fully-integrated fractional-N fre-quency synthesizer is designed based on MASH 1-1-1 sigma-delta modulator and 1.8 GHz fundamental frequency LC-VCO for lower in-band and out-of-band phase noise. The measured phase noise is up to -106 dBc/Hz@200 kHz and -131 dBc/Hz@1 MHz offset from center frequency and the integrated RMS jitter from 10 kHz to 10 MHz is less than 1.6 pS. The chip dissipates 330 mA from 3.3 V power supply when transmitting 22.4 dBm CW signal and the PAE of linear PA is up to 26%. The chip die area is 16.8 mm2. 展开更多
关键词 Integrated CIRCUIT READER TRANSCEIVER single-chip UHF RFID
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The Temperature Intelligence Control System Based on Single Chip-Microprocessor
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作者 (changchun Institute of Technology ,changchun 130012) Liu, Shurong Ding,Lujun 《微计算机信息》 2003年第7期31-32,共2页
The paper introduces a temperature control systembased on AT89C51 single-chip-microprocessor, and discussesthe principle , hardware structure, and software design of thissystem in detail.
关键词 单片机 温度智能控制系统 AT89C51 软件设计 硬件设计
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Design of DC regulated power supply based on single chip microcomputer
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作者 轩春青 于景茹 +1 位作者 轩志伟 高静 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2015年第4期373-377,共5页
A DC regulated power supply with numerical control based on single chip microcomputer (SCM) is designed. SCM is the main controller and output voltage o{ DC power supply can be set by keyboard. The analog voltage ca... A DC regulated power supply with numerical control based on single chip microcomputer (SCM) is designed. SCM is the main controller and output voltage o{ DC power supply can be set by keyboard. The analog voltage can be obtained through D/A converter (DAC0832) so that different voltages can be provided by operational amplifier. The output voltage varies from 0 V to 12 V with the incremental value of 0. 1 V. The actual output voltage is shown in the nixietube. This DC regulated power supply is characterized by simple structure and easy operation. 展开更多
关键词 DC regulated power suppy single chip microcomputer (SCM) D/A converter
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Design of Intelligent Fire Alarm System for Large Storage Places Based on AVRmega128 Single Chip Microcomputer
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作者 杨东星 李明儒 +1 位作者 刘南君 毛培宏 《Agricultural Science & Technology》 CAS 2014年第4期692-696,共5页
With principles of reliability, independence, practicality and economical effi- ciency, a set of intelligent fire alarm system based on AVRmega128 single chip microcomputer was designed to solve problems of fire alarm... With principles of reliability, independence, practicality and economical effi- ciency, a set of intelligent fire alarm system based on AVRmega128 single chip microcomputer was designed to solve problems of fire alarm system in many large- scale warehouses. Using advanced flame sensor, 485 bus communication, computer interactive software and related peripheral devices, this intelligent fire alarm system has functions of sound-light alarm and intelligent fire extinguishing. The human-com- puter interactive software was adopted for the remote control of the alarm main control panel through the 485 bus communication. This design of intelligent fire alarm system shows high reference and practical value to the development of intel- ligent alarm products with high integration and high reliability. 展开更多
关键词 AVRmega128 single chip microcomputer 485 bus communication Audi- ble and visual alarm Intelligent fire extinguishing Human-computer interaction
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The Application of Multitasking Mechanism in Single Chip Computer System 被引量:1
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作者 Yu Jin Huang Jiwu Yuan Lanying 《Wuhan University Journal of Natural Sciences》 CAS 1999年第1期59-62,共4页
Developed a new program structure using in single chip computer system, which based on multitasking mechanism. Discussed the specific method for realization of the new structure. The applied sample is also provided.
关键词 multitasking mechanism single chip computer system interruption mechanism
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Use of single chip microcomputer in hydraulic digital adaptive control system 被引量:1
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作者 吴振顺 袁建光 +1 位作者 汲永涛 熊汉文 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2001年第2期196-198,共3页
Presents a one grade adaptive controller with one reference model which is built according to δ MRACS adaptive control theory and used to control an actual high order hydraulic system, and the whole hardware system u... Presents a one grade adaptive controller with one reference model which is built according to δ MRACS adaptive control theory and used to control an actual high order hydraulic system, and the whole hardware system used, which includes a AT89C51 single chip microcomputer, 74Ls373 flip latch, 6116 store, eight bit ADC0809, and so on, and the satisfactory results obtained in study on hydraulic control system. 展开更多
关键词 Adaptive control single chip microcomputer
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Low noise,continuous-wave single-frequency 1.5-μm laser generated by a singly resonant optical parametric oscillator 被引量:3
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作者 刘建丽 刘勤 +2 位作者 李宏 李鹏 张宽收 《Chinese Physics B》 SCIE EI CAS CSCD 2011年第11期312-316,共5页
We report a low noise continuous-wave (CW) single-frequency 1.5-μm laser source obtained by a singly resonant optical parametric oscillator (SRO) based on periodically poled lithium niobate (PPLN). The SRO was ... We report a low noise continuous-wave (CW) single-frequency 1.5-μm laser source obtained by a singly resonant optical parametric oscillator (SRO) based on periodically poled lithium niobate (PPLN). The SRO was pumped by a CW single-frequency Nd:YVO4 laser at 1.06μm. The 1.02 W of CW single-frequency signal laser at 1.5 μm was obtained at pump power of 6 W. At the output power of around 0.75 W, the power stability was better than ±l.5% and no mode-hopping was observed in 30 min and frequency stability was better than 8.5 MHz in 1 min. The signal wavelength could be tuned from 1.57 to 1.59 μm by varying the PPLN temperature. The 1.5-μm laser exhibits low noise characteristics, the intensity noise of the laser reaches the shot noise limit (SNL) at an analysis frequency of 4 MHz and the phase noise is less than 1 dB above the SNL at analysis frequencies above 10 MHz. 展开更多
关键词 singly resonant optical parametric oscillator 1.5-μm laser single-frequency operation low noise
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Paramagnetic Anisotropy of CdGd_2(WO_4)_(4-δ) Single Crystal 被引量:1
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作者 侯碧辉 王雅丽 +2 位作者 孙桂芳 刘国庆 王吉有 《Journal of Rare Earths》 SCIE EI CAS CSCD 2007年第1期27-30,共4页
CdGd2 (WO4)4 -δ single crystal was grown using the Czochralski's method. The crystal structure was tetragonal seheelite with lattice parameters a = b = 0.5203 nm and c = 1. 1359 nm. There were vacancies of (WO4)... CdGd2 (WO4)4 -δ single crystal was grown using the Czochralski's method. The crystal structure was tetragonal seheelite with lattice parameters a = b = 0.5203 nm and c = 1. 1359 nm. There were vacancies of (WO4)^2- , therefore, there were some Gd^2+ ions. Langevin paramagnetism and anisotropy were observed from the δ-T curves at room temperature. The susceptibility X//was 3.5018×10^-3, and X⊥ was 3.4403× 10^-2. The anisotropy was also observed in the electron spin resonance (ESR) experiments. The anisotropic Land6 factors were g//= 2. 1333 and g~ = 2. 8411. The direction of easy magnetization was in the α-b plane. Anisotropic paramagnetic Curie constants C//and C⊥ were not only related to macroscopic a that was observed through the experiment, but were also related to J⊥ and J//, which were the microscopic quantum numbers of the Gd^2+ and Gd^3| ions. Based on the detailed analyses, the proportion of 36.8% of Gd^3+ ions to 63.2% of Gd^2+ ions in the Gd ions of the CdGd2(WO4)4-δ crystal was calculated, and δ was 0.638 in the single crystal. 展开更多
关键词 CdGd(WO4)4-δ single crystal ANISOTROPY Langevin paramagnetism rare earths
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Proper In deposition amount for on-demand epitaxy of InAs/GaAs single quantum dots 被引量:3
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作者 尚向军 徐建星 +8 位作者 马奔 陈泽升 魏思航 李密峰 查国伟 张立春 喻颖 倪海桥 牛智川 《Chinese Physics B》 SCIE EI CAS CSCD 2016年第10期452-458,共7页
The test-QD in-situ annealing method could surmount the critical nucleation condition of InAs/GaAs single quantum dots(SQDs) to raise the growth repeatability.Here,through many growth tests on rotating substrates,we... The test-QD in-situ annealing method could surmount the critical nucleation condition of InAs/GaAs single quantum dots(SQDs) to raise the growth repeatability.Here,through many growth tests on rotating substrates,we develop a proper In deposition amount(θ) for SQD growth,according to the measured critical θ for test QD nucleation(θ;).The proper ratio θ/θ;,with a large tolerance of the variation of the real substrate temperature(T;),is 0.964-0.971 at the edge and> 0.989 but < 0.996 in the center of a 1/4-piece semi-insulating wafer,and around 0.9709 but < 0.9714 in the center of a 1/4-piece N;wafer as shown in the evolution of QD size and density as θ/θ;varies.Bright SQDs with spectral lines at 905 nm-935 nm nucleate at the edge and correlate with individual 7 nm-8 nm-height QDs in atomic force microscopy,among dense 1 nm-5 nm-height small QDs with a strong spectral profile around 860 nm-880 nm.The higher T;in the center forms diluter,taller and uniform QDs,and very dilute SQDs for a proper θ/θ;:only one 7-nm-height SQD in25 μm;.On a 2-inch(1 inch = 2.54 cm) semi-insulating wafer,by using θ/θ;= 0.961,SQDs nucleate in a circle in 22%of the whole area.More SQDs will form in the broad high-T;region in the center by using a proper θ/θ;. 展开更多
关键词 single quantum dot proper deposition amount on-chip distribution height statistics μPL spectra
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基于Wi-Fi控制的智能家居监控系统软硬件设计 被引量:1
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作者 严美珍 《科技创新与应用》 2024年第5期32-35,共4页
随着互联网、人工智能的发展,智能设备变得越来越普及且强大,智能家居控制设备是最常见的智能设备之一,对人们生活水平的改善产生重要的影响。该文基于Wi-Fi控制设计智能家居控制系统,提出一种基于STM32芯片的智能家居监控系统,该方法采... 随着互联网、人工智能的发展,智能设备变得越来越普及且强大,智能家居控制设备是最常见的智能设备之一,对人们生活水平的改善产生重要的影响。该文基于Wi-Fi控制设计智能家居控制系统,提出一种基于STM32芯片的智能家居监控系统,该方法采用Wi-Fi和智能手机相连,并将数据传送给云平台,进而对数据进行智能处理。在具体设计中,该文首先对系统总体方案进行明确,其次根据总体方案设计芯片、各功能模块等硬件系统,随后设计所需系统平台,开发手机APP,利用Wi-Fi将数据传递到云服务器上,最后利用手机APP进行远程监控,从而实现温度湿度监控、灯光自动控制、火灾报警等功能,为用户提供个性化的居家服务。 展开更多
关键词 WI-FI 智能家居 监控系统 云平台 STM32单片机
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SF VECTOR CONTROL SYSTEM WITH TWO SINGLE CHIP MICROPROCESSORS
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作者 XU Yinquan Cui Gejin (Automation and Computer Science Department) 《Journal of China Textile University(English Edition)》 EI CAS 1990年第2期73-78,共6页
This paper introduces a SF vector control system of a slip frequency controlled induction mo-tor with simple structure,fair performance and convenient operation.It is realized by two singlechip microprocessors and fed... This paper introduces a SF vector control system of a slip frequency controlled induction mo-tor with simple structure,fair performance and convenient operation.It is realized by two singlechip microprocessors and fed from SPWM-GTR inverter.The whole system is combined by twosubsystems,both of them are 8031 single chip microprocessors.The communication between themis coordinated by the full duplex serial port within the chip and ask-and-answer communicationmanner.The error-corrected means adopted has improved the operation reliability of the system.A series of experimental results on a 3 kW induction motor are given at the end of this paper. 展开更多
关键词 VECTOR control single chip MICROPROCESSOR SPWM WAVES
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基于CNN-LSTM模型和STM32单片机的水质监测与预测系统
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作者 顾婕 朱爽 杨焕峥 《长江信息通信》 2024年第5期95-97,共3页
研究设计了一种水质监测与预测系统,旨在提高水质管理效率。为此,采用了基于CNN-LSTM模型的方法。该模型利用CNN提取水质传感器数据的空间特征,并将输出序列传递给LSTM网络,以捕捉时序性信息。这种结合CNN和LSTM的模型既保持了高效性又... 研究设计了一种水质监测与预测系统,旨在提高水质管理效率。为此,采用了基于CNN-LSTM模型的方法。该模型利用CNN提取水质传感器数据的空间特征,并将输出序列传递给LSTM网络,以捕捉时序性信息。这种结合CNN和LSTM的模型既保持了高效性又具有简单的结构,非常适合部署至STM32单片机,在实现传感器数据采集、STM32的人工智能处理、本地显示以及数据上传至乐为物联云平台的过程中,该设计可以提高水质管理的效率。 展开更多
关键词 卷积神经网络 长短期记忆网络 单片机 水质 预测
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DESIGNOFMULTI┐SLOTANDUNEQUAL┐TEMPERATUREPIDCONTROLLERBASEDONSINGLECHIPMICROCOMPUTER
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作者 Ma Weihua He Hai Department of Computer Science and Engineering, NUAA29 Yudao Street, Nanjing 210016, P.R.China 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 1996年第1期121-124,共4页
Taking a specific production process as an example, this paper introduces the design of multi slot and unequal temperature PID controller based on single chip microcomputer. The mathematical implementation method... Taking a specific production process as an example, this paper introduces the design of multi slot and unequal temperature PID controller based on single chip microcomputer. The mathematical implementation method of PID algorithm and the design method of the hardware and software are discussed, The principle diagram of the hardware circuit implementing the control algorithm and the features of the software possessed are also presented. 展开更多
关键词 real time control temperature measurement HARDWARE SOFTWARE single chip microcomputer
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Synthesis and Structure of Large Single Crystal of TPAF-AlPO_4-5 Molecular Sieve
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作者 Qiu Shilun, Pang Wenqin and Xu Ruren (Institute of Synthetic and Catalytic Chemistry, Jilin University, Changchun) 《Chemical Research in Chinese Universities》 SCIE CAS CSCD 1989年第2期120-124,共5页
A large single crystal of TPAF-AlPO4-5 molecular sieve was synthesized by hydrothermal crystallization in the presence of ammonium fluoride. Starting material composition was · 1 P2O5 · 1 Al2O3 · 2. 2 T... A large single crystal of TPAF-AlPO4-5 molecular sieve was synthesized by hydrothermal crystallization in the presence of ammonium fluoride. Starting material composition was · 1 P2O5 · 1 Al2O3 · 2. 2 TPAOH · 1. 7 NH4F ·318 H2O. The crystal size has a hexagonal prism with 80μm across and 500μm length.The structure of tetrapropylarnmonium fluoride - aluminium phosphate type-5 was investigated with X-ray diffraction. The unit cell composition is 12AlPO4 · TPAF, space group P6cc (a= 13. 740(5), c= 8. 474(4) A ). Average bond distances are: P-O 1. 564A and Al-O 1. 640A ,which may be due to the partial disorder of the arrangement of P, Al in the framework. The angles of O-T-O and T-O-T (T?P, Al) are 102-116° and 148-176°, respectively. Residue electron density was not well enough defined to give a precise position for tetrapropylammonium fluoride (TPAF). The template agent, TPA+ cations, situate in the 12-ring channels and F- anions locate in double 4-rings near the 12-ring channels. Fixing atomic positions for the TPAF reduced the unweighted and weighted R, R, from 0. 063 and 0. 082 to 0. 046 and 0. 042,respectively. 展开更多
关键词 AlPO_4-5 molecular sieve single crystal
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A new integration algorithm for finite deformation of thermo-elasto-viscoplastic single crystals
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作者 Dan Zhao Yi-Guo Zhu +1 位作者 Ping Hu Wan-Xi Zhang 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2013年第5期709-717,共9页
An algorithm for integrating the constitutive equations in thermal framework is presented, in which the plastic deformation gradient is chosen as the integration variable. Compared with the classic algorithm, a key fe... An algorithm for integrating the constitutive equations in thermal framework is presented, in which the plastic deformation gradient is chosen as the integration variable. Compared with the classic algorithm, a key feature of this new approach is that it can describe the finite deformation of crystals under thermal conditions. The obtained plastic deformation gradient contains not only plastic defor- mation but also thermal effects. The governing equation for the plastic deformation gradient is obtained based on ther- mal multiplicative decomposition of the total deformation gradient. An implicit method is used to integrate this evo- lution equation to ensure stability. Single crystal 1 100 aluminum is investigated to demonstrate practical applications of the model. The effects of anisotropic properties, time step, strain rate and temperature are calculated using this integration model. 展开更多
关键词 Integration algorithm - Thermal effect Anisotropic elasticity single crystal Finite deformation
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