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implementation of Artificial neural network in microcontroller

first I have been control the speed of dc motor using 8051 microcontroller (open loop control ) to get the reading , this is the reading:

pwm values:

Input={32,37,42,47,52,57,62,67,72,77,82,92,97,102,107,112,117,122,127,132, 137,142,152,162,172,182,192,202,212,228,233,238,243,248,253}

speed values: output={0,38,52,72,84,104,115,133,141,158,165,192,204,212,225,231,244,248,254,261,270,276,286,306,315,330,336,348,357,366,371,377,379,380,380}

Then , these reading gave it to neural network to learning , the structure of ANN is one input(PWM data have 35 data) and one output (speed data have also 35) and the hidden neuron number between3 to 20 , and I used backpropagation method to train NN after trained I wanna give the update weight and bias after many epochs get to microcontroller , till now i use NN as identification , then after that i use NN as control by inverse identification in microcontroller so speed it will be the input to NN and the output is pwm .

Skills: Electrical Engineering, Electronics, Microcontroller, Arduino, C Programming

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About the Employer:
( 0 reviews ) Sulaymaniyah, Iraq

Project ID: #20277533

9 freelancers are bidding on average $172 for this job

prefectworld

Am full-time freelancer expert in Electrical & Electronic Circuit Designing & Simulation, PCB Designing, Consultancy of different types of Electrical & Electronic Problem and Languages: C/C++ Coding IDE: keil uvision, More

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hayat38402

We are a team of Electrical and Electronics engineers and we are Excellent in the following areas: • Embedded C Programming. • VHDL/Verilog • Microcontroller like Arduino, Raspberry Pi, FPGA, AVR, PIC and STM32. • ID More

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dungforever

Dear friend! ================================ I'm senior control system design expert who is full experienced in probability theory(monte-carlo, bayes, etc) and supervised/unsupervised learning and general PID and Fuzz More

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adilme

Hi. I am an electronics engr. and done mcu base projects as in my portfolio. pls let me know ur timeline and budget offer. thanks

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freeearth

Hello, respect employer! I have experience in programming 8051 and have NN knowledge. Best regards, Dmitry S. Relevant Skills and Experience Assembler, python, neural networks.

$222 AUD in 10 days
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nagrawal4

I already did similar work with 8085 microcontroller sometimes ago . Will provide you the code for your requirements within a day.

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isbel8ai

Hi, I noticed that this problem has one numerical input and one numerical output. If we model it, it will be easier to solve applying numerical regression (this is what is doing the neural network in this case). I have More

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OpenThoughts

Hi, I could not understand your proposal completely but it seems that you want to use an ANN to learn the input-output relationship of the DC motor/system then use the trained NN to control the speed of the motor? I h More

$250 AUD in 7 days
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pulkitgoel12720

I am able to resolve your any problem related to Arduino, sensor, actuator , electrical circuits, electronics circuits etc.

$155 AUD in 3 days
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