CN1035695C - Digital Neural Network High Speed Incomplete Differential Proportional Integral Differential Regulator - Google Patents
Digital Neural Network High Speed Incomplete Differential Proportional Integral Differential Regulator Download PDFInfo
- Publication number
- CN1035695C CN1035695C CN94108685A CN94108685A CN1035695C CN 1035695 C CN1035695 C CN 1035695C CN 94108685 A CN94108685 A CN 94108685A CN 94108685 A CN94108685 A CN 94108685A CN 1035695 C CN1035695 C CN 1035695C
- Authority
- CN
- China
- Prior art keywords
- interlock device
- data interlock
- adder
- afterwards
- multiplier
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Expired - Fee Related
Links
- 238000013528 artificial neural network Methods 0.000 title abstract 2
- 238000005070 sampling Methods 0.000 claims abstract description 8
- 230000009471 action Effects 0.000 claims description 6
- 210000005036 nerve Anatomy 0.000 claims description 4
- 238000000034 method Methods 0.000 abstract description 11
- 230000008569 process Effects 0.000 abstract description 11
- 230000000295 complement effect Effects 0.000 description 82
- 230000000694 effects Effects 0.000 description 10
- 230000008901 benefit Effects 0.000 description 7
- 238000006243 chemical reaction Methods 0.000 description 6
- 229910002056 binary alloy Inorganic materials 0.000 description 4
- 238000005516 engineering process Methods 0.000 description 4
- 230000010355 oscillation Effects 0.000 description 4
- 238000010586 diagram Methods 0.000 description 3
- 238000010276 construction Methods 0.000 description 2
- 230000002950 deficient Effects 0.000 description 2
- 230000008570 general process Effects 0.000 description 2
- 230000004044 response Effects 0.000 description 2
- 230000003044 adaptive effect Effects 0.000 description 1
- 230000003321 amplification Effects 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 238000000605 extraction Methods 0.000 description 1
- 230000010354 integration Effects 0.000 description 1
- 238000005259 measurement Methods 0.000 description 1
- 238000003199 nucleic acid amplification method Methods 0.000 description 1
- 230000011664 signaling Effects 0.000 description 1
Images
Landscapes
- Analogue/Digital Conversion (AREA)
Abstract
一种数字式神经网络高速不完全微分比例积分微分调节器,是由压频转换器VFC,计数器JS,减法器JF1~JF5,数据锁定器SS1~SS11,乘法器CF1~JF6,加法器A1~A5及数模转换器DAC为主要器件构成的。将电压信号幅度通过压频转换器表达为频率编码,运算的基础是采样周期内的脉冲个数表达为二进制数,它可大大缩短运算的周期,在微秒级实现不完全微分PID控制律的运算,从根本上解决高速过程的自动调节问题。
A digital neural network high-speed incomplete differential proportional integral differential regulator is composed of a voltage-frequency converter VFC, a counter JS, a subtractor JF 1 ~ JF 5 , a data locker SS 1 ~SS 11 , a multiplier CF 1 ~JF 6. Adders A 1 ~ A 5 and digital-to-analog converter DAC are the main components. The voltage signal amplitude is expressed as a frequency code through a voltage-frequency converter. The basis of the operation is to express the number of pulses in the sampling period as a binary number, which can greatly shorten the operation cycle and realize the incomplete differential PID control law at the microsecond level. Operation, fundamentally solve the problem of automatic adjustment of high-speed process.
Description
Title and element | Operation time and relevant explanation |
Voltage-frequency converter, AD650 | Input voltage range 0~10V, maximum full scale frequency 1MHz. |
Counter, SN74LS93 | <51ns, by clock signal control, the count value in per 30 microseconds send data interlock device 1 temporary. |
Data interlock device 1, SN74LS75 | <30ns, the counted number of pulses of storage counter in 30 microseconds is when each cycle begins, by the counted number of pulses in 30 microseconds in the clock control upper cycle of output, as the current operand in this cycle. |
Data interlock device 2, SN74LS75 | <30ns, binary code and the output of the corresponding step-by-step counting number within the sampling period of storage setting value. |
Former radix-minus-one complement selector 1, SN74H87 | <25ns sets low level at its control end, the output radix-minus-one complement, and it and adder 1 consist of subtracter. |
Adder 1, SN74LS283 | <25ns, the radix-minus-one complement that consists of 8 outputs by two SN74LS283 becomes adds musical instruments used in a Buddhist or Taoist mass, puts 1 at its minimum carry end, makes 1 yard of former radix-minus-one complement selector, and this adder is finished signed addition. Its output is 7 figure place complement forms of tape symbol position (highest order). |
Data interlock device 3, SN74LS75 | <30ns stored subtraction poor in a upper cycle, by refreshing of clock control data, was made of two 74LS75. |
Data interlock device 4, SN74LS75 | <30ns, the poor of a cycle gone up in storage again, by refreshing of clock control data, is made of 2 74LS75. |
Former radix-minus-one complement selector 2, SN74H87 | <25ns is made of 2 74H87, sets low level at its control end, and the output radix-minus-one complement consists of subtracters with adder 3, if subtrahend for just, complement code=true form, when subtraction becomes addition, the sign bit reversion, the value bit negate adds 1, so eight whole negates; If subtrahend side is negative, the value bit negate adds 1, turns to true form, and when subtraction turned to addition, so the complement code=true form of sign bit reversion positive number was eight all negates. |
Former radix-minus-one complement selector 3SN74H87 | <25ns, relevant explanation is with former radix-minus-one complement selector 2 |
Not gate 1, SN74S04 | 5ns, its input be adder 1 and highest order, i.e. sign bit, symbol are zero, are positive numbers, by not gate 1 negate, the output high level is controlled former radix-minus-one complement selector 4 output true forms; Symbol is 1 to be negative, and by not gate 1 negate, output low level is controlled former radix-minus-one complement selector 4 output radix-minus-one complements. |
Adder 2, SN74LS283 | <25ns is made of two 74LS283, and NAND gate 1, former radix-minus-one complement selector 4 consist of benefit/former transcoder, because multiplier 1 is to use the true form computing, if adder 1 and be negative, not gate 1 output low level then, former radix-minus-one complement selector 4 negates, adder 2 realizes that negates add 1, if adder 1 and for just, not gate 1 is exported high level, adder 2 adds 0, do not change, the value bit of output is sent multiplier 1, and sign bit send XOR gate 1. |
Former radix-minus-one complement selector 4, SN74H87 | <25ns is made of 2 74H87, and only to rear 7 effects of adder 1 output, namely a logarithm value position acts on, and control end is by the output control of not gate 1 |
Adder 3, SN74LS283 | <25ns is made of 2 74LS283, and minimum carry end puts 1, consists of subtracter with former radix-minus-one complement selector 2, is output as complement form. |
Data interlock device 5, SN74LS75 | <30ns is made of two 74LS75, presets the position of decimal point, T/TI is turned to binary system be stored in wherein. |
Multiplier 1,8 * 8 multipliers | 70ns consists of 8 * 8 multipliers by SN74284, SN74285, SN74H 183, SN74S181, SN74S182, produces 16 and amasss |
XOR gate 1, SN74S86 | 7ns, its output is the value of the long-pending sign bit of multiplier 1. |
Former radix-minus-one complement selector 5, SN74H87 | <25ns by four 74H87 consist of, NAND gate 2, adder 6 consists of former/complement code converter, only to the long-pending value bit effect of multiplier 1. |
Not gate 2, SN74S04 | 5ns, if control former radix-minus-one complement selector 6 products for just, former radix-minus-one complement selector should be exported true form; If product is for bearing not gate 2 output low levels, former radix-minus-one complement |
Selector 6 output radix-minus-one complements. | |
Adder 6, SN74LS283 | <25ns, if multiplier 1 is long-pending for just, then adder 6 addend is 0, complement code=true form: if long-pending for bearing, adder 6 is output as radix-minus-one complement+1=complement code. |
Adder 4, SN74LS283 | <25ns is made of 2 74LS283, and minimum carry puts 1, consists of subtracter with former radix-minus-one complement selector 3, is output as complement form. |
Not gate 3, SN74S04 | 5ns, input be adder 4 and sign bit, control former radix-minus-one complement selector 6, consist of benefit/former transcoders with former radix-minus-one complement selector 6, adder 5, |
Former radix-minus-one complement selector 6, SN74H87 | <25ns is made of two 74H87, is subjected to not gate 3 controls, and relevant explanation is referring to former radix-minus-one complement selector 4 |
Adder 5, SN74LS283 | <25ns is made of 2 74LS283, NAND gate 3, and former radix-minus-one complement selector 6 consists of benefit/former transcoder, is output as true form. |
Former radix-minus-one complement selector 7, SN74H87 | <25ns is made of 2 74H87, consists of subtracter with adder 7, and relevant explanation is referring to former radix-minus-one complement selector 2. |
Adder 7, SN74LS283 | <25ns consists of minimum carry end by 3 74LS283 and puts 1, consists of subtracter with former radix-minus-one complement selector 4, is output as poor complement form. |
Not gate 4, SN74S04 | 5ns, input be adder 7 and sign bit, control former radix-minus-one complement selector 8, relevant explanation is referring to non-1 亅 I. |
Former radix-minus-one complement selector 8, SN74H87 | <25ns is referring to former radix-minus-one complement selector 4. |
Adder 8, SN74LS283 | <25ns consists of benefit/former transcoder by 2 74LS283 NAND gates, 4 former radix-minus-one complement selectors 8. |
Data interlock device 6, SN74LS75 | <30ns is made of two 74LS75, presets scaling position, TD/TS is turned to binary system be stored in wherein. |
Multiplier 2,8 * 8 multipliers | 70ns is with multiplier 1. |
XOR gate 2, SN74S86 | 7ns, output is the value of the sign bit of multiplier 2, |
Former radix-minus-one complement selector 9, SN74H87 | <25ns is made of 4 74H87, the value bit effect of only multiplier 2 being amassed. |
Not gate 5, SN74S04 | 5ns consists of former/complement code converter with former radix-minus-one complement selector 9 adders 9, referring to not gate 2. |
Adder 9, SN74LS283 | <25ns is made of 4 74LS283, referring to adder 6. |
Adder 10, SN74LS283 | <25ns is made of 4 74LS283, and the complement code of adder 9 and adder 3 outputs is made addition, be output as and complement form, note the position of decimal point. |
Adder 11, SN74LS283 | <25ns is made of 4 74LS283, and addition is done in 10 outputs to adder 6 and adder, be output as and complement form, note the position of decimal point, |
Former radix-minus-one complement selector 10, SN74H87 | <25ns is made of 4 74H87, and relevant explanation is referring to former radix-minus-one complement selector 4. |
Not gate 6, SN74S04 | 5ns, relevant explanation is referring to not gate 1. |
Adder 12, SN74LS283 | <25ns is made of 4 74LS283, consists of benefit/former code converter with former radix-minus-one complement selector 10, not gate 6, and relevant explanation is referring to adder 2. |
Multiplier 3,16 * 16 | 103ns, multiplier 1 produces 32 and amasss. |
Data interlock device 7, SN74LS75 | <30ns is made of 4 74LS75, presets scaling position, KP is turned to binary system be stored in wherein. |
XOR gate 3, SN74S86 | 7ns, output is the value of the sign bit of multiplier 3 |
Former radix-minus-one complement selector 11, SN74H87 | <25ns is made of 8 74H87, the value bit effect of only multiplier 3 being amassed. |
Not gate 7, SN74S04 | 5ns and former radix-minus-one complement selector 11, adder 13 consist of former/complement code converter, referring to not gate 2. |
Adder 13, SN74LS283 | <25ns is made of 8 74LS283, and relevant explanation is referring to adder 6. |
Multiplier 4,8 * 8 | 70ns is with multiplier 1. |
Data interlock device 8, SN74LS75 | <30ns is made of two 74LS75, presets scaling position, with KP·T D/T STurning to binary number is stored in wherein. |
XOR gate 4, SN74S86 | 7ns output is the value of the sign bit of multiplier 4 |
Former radix-minus-one complement selector 12, SN74H87 | <25ns is made of 4 74H87, the value bit effect of only multiplier 4 being amassed. |
Not gate 8, SN74S04 | 5ns and former radix-minus-one complement selector 12, adder 14 consist of former/complement code converter, referring to not gate 2 |
Data interlock device 9, SN74LS75 | <30ns is made of two 74LS75, presets scaling position, k is turned to binary system be stored in wherein. |
XOR gate 5, SN74S86 | 7ns output is the value of the sign bit of multiplier 5 |
Adder 14, SN74LS283 | <25ns is made of 4 74LS283, consists of former/complement code converter, the output complement form with former radix-minus-one complement selector 12, not gate 8. |
Not gate 9, SN74S04 | 5ns and former radix-minus-one complement selector 13, adder 16 consist of former/complement code converter, referring to not gate 2. |
Former radix-minus-one complement selector 13, SN74H87 | <25ns is made of 4 74H87, the value bit effect of only multiplier 5 being amassed. |
Adder 16, SN74LS283 | <25ns is made of 4 74LS283, and relevant explanation is referring to adder 6. |
Multiplier 5,8 * 8 | 70ns is with multiplier 1. |
Adder 15, SN74LS283 | <25ns is made of 4 74LS283, and the counting of two complement forms of adder 14 and adder 16 outputs sued for peace, and its output is complement form |
Data interlock device 10, SN74LS75 | <30ns is made of 4 74LS75, presets the decimal point position, after the computing in each cycle is finished, under clock signal control, with adder 15 and be stored in wherein, finish Refresh Data, wherein the complement form that saves as. |
Former radix-minus-one complement selector 14, SN74H87 | <25ns is made of 4 74H87, only to the value bit effect in the data lock 10. |
Adder 17, SN74LS283 | <25ns is made of 4 74LS283, is output as complement form. |
Not gate 10, SN74S04 | 5ns and former radix-minus-one complement selector 14, adder 17 consist of benefit/former transcoder. |
Former radix-minus-one complement selector 15, SN74H87 | <25ns is made of 4 74H87, is negated together in number tape symbol position in the data lock 10, and relevant explanation is referring to former radix-minus-one complement selector 2. |
Adder 18, SN74LS283 | <25ns is made of 4 74LS283, consists of subtracter with former radix-minus-one complement selector 15, sees adder 3 |
Former radix-minus-one complement selector 14, SN74H87 | <25ns is made of 4 74H87, only to adder 18 and the value bit effect. |
Adder 19, SN74LS283 | <25ns is made of 4 74LS283, is output as complement form. |
Not gate 11, SN74S04 | 5ns and former radix-minus-one complement selector 16, adder 19 consist of benefit/former transcoder. |
Multiplier 6,16 * 16 | 103ns amasss but produce 32 with multiplier 1. |
XOR gate 6, SN74S86 | 7ns output is the value of the long-pending sign bit of multiplier 6. |
Former radix-minus-one complement selector 17, SN74H87 | <25ns is made of 8 74H87, only to the value of the long-pending sign bit of multiplier 6. |
Adder 20, SN74LS283 | <25ns is made of 8 74LS283, is output as complement form. |
Not gate 12, SN74S04 | 5ns and former radix-minus-one complement selector 17, adder 20 consist of former/complement code converter. |
Adder 21, SN74LS283 | <25ns does addition to the number of two complement forms of adder 13 and adder 20 outputs, output be complement form and. |
Data interlock device 11, SN74LS75 | <30ns is made of 4 74LS75, presets the decimal point position, after the computing in each cycle is finished, under clock signal control, with adder 22 and be stored in wherein, finish Refresh Data |
Adder 22, SN74LS283 | <25ns is made of 8 74LS283, and its output is the position signalling of control action, just should be, so true form=complement code. |
Digital to analog converter, DAC-08H | 135ns is made of four DAC-08H. |
Claims (3)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN94108685A CN1035695C (en) | 1994-09-10 | 1994-09-10 | Digital Neural Network High Speed Incomplete Differential Proportional Integral Differential Regulator |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN94108685A CN1035695C (en) | 1994-09-10 | 1994-09-10 | Digital Neural Network High Speed Incomplete Differential Proportional Integral Differential Regulator |
Publications (2)
Publication Number | Publication Date |
---|---|
CN1108398A CN1108398A (en) | 1995-09-13 |
CN1035695C true CN1035695C (en) | 1997-08-20 |
Family
ID=5033580
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN94108685A Expired - Fee Related CN1035695C (en) | 1994-09-10 | 1994-09-10 | Digital Neural Network High Speed Incomplete Differential Proportional Integral Differential Regulator |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN1035695C (en) |
Families Citing this family (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103309270B (en) * | 2013-07-03 | 2015-05-20 | 哈尔滨工业大学 | Variable parameter proportional integral (PI) controller based on field programmable gate array (FPGA) |
Citations (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
SU824139A1 (en) * | 1979-06-04 | 1981-04-23 | Серпуховское Высшее Военное Командноеучилище Им. Ленинского Комсомола | Discrete sele-adjusting system |
SU970319A1 (en) * | 1981-04-06 | 1982-10-30 | Предприятие П/Я В-8296 | Digital control system |
SU1180842A1 (en) * | 1984-01-06 | 1985-09-23 | Предприятие П/Я Г-4152 | Digital self-adjusting system with combined control |
SU1439531A1 (en) * | 1986-06-20 | 1988-11-23 | Таганрогский радиотехнический институт им.В.Д.Калмыкова | Digital control system |
US4794313A (en) * | 1987-07-21 | 1988-12-27 | Ohmen Douglass J | Three element digital control system |
US5130921A (en) * | 1987-06-12 | 1992-07-14 | Bts Broadcast Television Systems Gmbh | Digital controller for scanned actual condition signals |
RU1793428C (en) * | 1989-12-11 | 1993-02-07 | Научно-Производственное Объединение "Метрология" | Device for selection of optimal action on investigated object |
-
1994
- 1994-09-10 CN CN94108685A patent/CN1035695C/en not_active Expired - Fee Related
Patent Citations (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
SU824139A1 (en) * | 1979-06-04 | 1981-04-23 | Серпуховское Высшее Военное Командноеучилище Им. Ленинского Комсомола | Discrete sele-adjusting system |
SU970319A1 (en) * | 1981-04-06 | 1982-10-30 | Предприятие П/Я В-8296 | Digital control system |
SU1180842A1 (en) * | 1984-01-06 | 1985-09-23 | Предприятие П/Я Г-4152 | Digital self-adjusting system with combined control |
SU1439531A1 (en) * | 1986-06-20 | 1988-11-23 | Таганрогский радиотехнический институт им.В.Д.Калмыкова | Digital control system |
US5130921A (en) * | 1987-06-12 | 1992-07-14 | Bts Broadcast Television Systems Gmbh | Digital controller for scanned actual condition signals |
US4794313A (en) * | 1987-07-21 | 1988-12-27 | Ohmen Douglass J | Three element digital control system |
RU1793428C (en) * | 1989-12-11 | 1993-02-07 | Научно-Производственное Объединение "Метрология" | Device for selection of optimal action on investigated object |
Also Published As
Publication number | Publication date |
---|---|
CN1108398A (en) | 1995-09-13 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
Harrou et al. | Energy consumption prediction in water treatment plants using deep learning with data augmentation | |
Gao et al. | End‐Point Static Control of Basic Oxygen Furnace (BOF) Steelmaking Based on Wavelet Transform Weighted Twin Support Vector Regression | |
CN112949894A (en) | Effluent BOD prediction method based on simplified long-term and short-term memory neural network | |
CN114925891A (en) | Water consumption trend prediction method and system based on wavelet analysis and mixed model | |
CN1035695C (en) | Digital Neural Network High Speed Incomplete Differential Proportional Integral Differential Regulator | |
Sun et al. | The CEEMD-LSTM-ARIMA model and its application in time series prediction | |
Parapari et al. | Solving nonlinear ordinary differential equations using neural networks | |
JPH03134706A (en) | Knowledge acquiring method for supporting operation of sewage-treatment plant | |
CN118824409A (en) | A soft-sensing method for sewage effluent index BOD5 based on Transformer and long short-term memory network | |
CN117371321A (en) | Internal plasticity depth echo state network soft measurement modeling method based on Bayesian optimization | |
Valyon et al. | A sparse robust model for a Linz–Donawitz steel converter | |
CN113869597A (en) | A self-correction prediction method for multi-dimensional time series power material inventory data in big data environment | |
CN1035694C (en) | High-speed P.I.D. adjustment device for nerve network of digital type | |
Juuso et al. | Intelligent analysers and dynamic simulation in a biological water treatment process | |
Bi et al. | Multi-indicator Water Quality Prediction with ProbSparse Self-attention and Generative Decoder | |
Wu et al. | D-Transformer: A Deep Learning Model for Time Series Prediction | |
CN113393107B (en) | Incremental calculation method for state parameter reference value of power generation equipment | |
Rustamova et al. | Development of models and algorithms for studying multi-dimensional systems with latitude-impulse modulation | |
Wang | Establishment of a Combined Sales Prediction Model Based on BP Neural Network | |
Nakamoto et al. | Improvement of odor recognition chip | |
Zeng et al. | Load forecasting method based on distance between neural network and DTW | |
Pilla et al. | Aitken-based acceleration methods for assessing convergence of multilayer neural networks | |
Koval et al. | REDUCING OF AN IMPULSE NOISE INFLUENCE ON A/D CONVERSION RESULTS USING NEURAL NETWORKS | |
SU714356A1 (en) | Circular interpolator | |
Truong | Study on replication of a nonlinear dynamical system’s trajectory using a machine learning technique |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
C06 | Publication | ||
PB01 | Publication | ||
C14 | Grant of patent or utility model | ||
GR01 | Patent grant | ||
C19 | Lapse of patent right due to non-payment of the annual fee | ||
CF01 | Termination of patent right due to non-payment of annual fee |