SlideShare a Scribd company logo
1 of 52
Download to read offline
Hardware de Código Abierto
TSC-LAB
By Víctor Asanza
Docente e Investigador de ESPOL
Agenda
1- Introducción
2- Hardware de Código Abierto
3- Temperature and Speed Control Lab (TSC-LAB)
4- Códigos de ejemplo
5- Datasets
6- Publicaciones científicas
7- Proyectos
8- Cursos
This is an initiative developed by FIEC-ESPOL professors. Temperature and
Speed Control Lab (TSC-LAB) is an open-source hardware development.
1- Introducción
https://tsc-lab.blogspot.com/
1- Introducción
Adquisición, Control y Monitoreo de datos de temperatura y velocidad de
motor DC en plataformas IoT.
https://tsc-lab.blogspot.com/p/courses.html
2- Hardware de Código Abierto
https://tsc-lab.blogspot.com/p/code.html
2- Hardware de Código Abierto
•Open hardware Certification: https://certification.oshwa.org/ec000003.html
•Blog: https://tsc-lab.blogspot.com/
https://tsc-lab.blogspot.com/p/code.html
3- Temperature and Speed Control Lab (TSC-LAB)
TSC-Lab is an open-source hardware. Here are the technical specifications of
how to use and connect the module, the detail of each component of the
module without the need to include the schematics.
https://tsc-lab.blogspot.com/p/data-sheet.html
3- Temperature and Speed Control Lab (TSC-LAB)
Technical specifications:
• Controller based on ESP32
• Peripherals and indicators for the user: Voltage test
and ESP test.
• 6.0 V DC motor with no-load speed: 7600RPM and
current consumption of 23mA.
• Motodriver L293D.
• Optical encoder soldered on the PCB.
• 3D printed disk coupled to the DC motor.
• Two DS18B20 temperature sensors.
• Two TIP31 transistors.
• Power supply based on LM7805.
• DC jack for external power supply (max. 9VDC).
• External PCB power supply selector jumper / USB.
• Double sided PCB 132.25 x 70.75cm.
• 3mm thick translucent acrylic sheet.
https://tsc-lab.blogspot.com/p/data-sheet.html
3- Temperature and Speed Control Lab (TSC-LAB)
TSC-Lab modular design, based on Top - Down hardware design method:
https://tsc-lab.blogspot.com/p/data-sheet.html
3- Temperature and Speed Control Lab (TSC-LAB)
PCB (Top Layer):
https://tsc-lab.blogspot.com/p/data-sheet.html
3- Temperature and Speed Control Lab (TSC-LAB)
PCB (Bottom Layer):
https://tsc-lab.blogspot.com/p/data-sheet.html
3- Temperature and Speed Control Lab (TSC-LAB)
3D printed parts:
https://tsc-lab.blogspot.com/p/data-sheet.html
3- Temperature and Speed Control Lab (TSC-LAB)
https://tsc-lab.blogspot.com/p/data-sheet.html
3- Temperature and Speed Control Lab (TSC-LAB)
● View Documentation: https://github.com/vasanza/TSC-Lab
● Download TSC-Lab design document:
https://tsc-lab.blogspot.com/p/data-sheet.html
4- Códigos de ejemplo
SOFTWARE
USB DATA ACQUISITION - OPEN LOOP (Temperature Control Lab)
USB DATA ACQUISITION - OPEN LOOP (Speed Control Lab)
MATLAB DATA ACQUISITION (USB)
SYSTEM IDENTIFICATION (Matlab)
SISO PID CONTROLLER DESIGN (Matlab)
CLOSED-LOOP WITH CONTROLLER IN MATLAB (*)
OTHER TYPES OF CONNECTIONS (*)
MQTT DATA ACQUISITION
CLOSED-LOOP WITH CONTROLLER IN ESP32
MORE POWERFUL APPLICATIONS
https://tsc-lab.blogspot.com/p/summary.html
4- Códigos de ejemplo
SOFTWARE
USB DATA ACQUISITION - OPEN LOOP (Temperature Control Lab)
USB DATA ACQUISITION - OPEN LOOP (Speed Control Lab)
MATLAB DATA ACQUISITION (USB)
SYSTEM IDENTIFICATION (Matlab)
SISO PID CONTROLLER DESIGN (Matlab)
CLOSED-LOOP WITH CONTROLLER IN MATLAB (*)
OTHER TYPES OF CONNECTIONS (*)
MQTT DATA ACQUISITION
CLOSED-LOOP WITH CONTROLLER IN ESP32
MORE POWERFUL APPLICATIONS
https://tsc-lab.blogspot.com/p/summary.html
4- Códigos de ejemplo
USB DATA ACQUISITION - OPEN LOOP
(Temperature Control Lab)
1. Initial setups and tests
2. Ambient temperature reading using sensor 1 and
2
3. Activation of Transistor 1 and Reading of
temperature sensor 1 and 2
4. Activation of Transistor 2 and Reading of
temperature sensor 1 and 2
5. Activation of Transistor 1 and 2, also Reading of
temperature sensor 1 and 2
https://tsc-lab.blogspot.com/p/summary.html
4- Códigos de ejemplo
USB DATA ACQUISITION - OPEN LOOP
(Temperature Control Lab)
1. Initial setups and tests
2. Ambient temperature reading using sensor 1 and
2
3. Activation of Transistor 1 and Reading of
temperature sensor 1 and 2
4. Activation of Transistor 2 and Reading of
temperature sensor 1 and 2
5. Activation of Transistor 1 and 2, also Reading of
temperature sensor 1 and 2
https://tsc-lab.blogspot.com/p/summary.html
4- Códigos de ejemplo
USB DATA ACQUISITION - OPEN LOOP
(Temperature Control Lab)
1. Initial setups and tests
2. Ambient temperature reading using sensor 1 and
2
3. Activation of Transistor 1 and Reading of
temperature sensor 1 and 2
4. Activation of Transistor 2 and Reading of
temperature sensor 1 and 2
5. Activation of Transistor 1 and 2, also Reading of
temperature sensor 1 and 2
https://tsc-lab.blogspot.com/p/summary.html
4- Códigos de ejemplo
USB DATA ACQUISITION - OPEN LOOP
(Temperature Control Lab)
1. Initial setups and tests
2. Ambient temperature reading using sensor 1 and
2
3. Activation of Transistor 1 and Reading of
temperature sensor 1 and 2
4. Activation of Transistor 2 and Reading of
temperature sensor 1 and 2
5. Activation of Transistor 1 and 2, also Reading of
temperature sensor 1 and 2
https://tsc-lab.blogspot.com/p/summary.html
4- Códigos de ejemplo
USB DATA ACQUISITION - OPEN LOOP (Speed
Control Lab)
6. Initial setups and tests (ON/OFF)
7. Speed control using PWM
8. Motor direction control and Speed control
9. Encoder Implementation (RPM)
10. Data acquisition with square velocity input
https://tsc-lab.blogspot.com/p/summary.html
4- Códigos de ejemplo
USB DATA ACQUISITION - OPEN LOOP (Speed
Control Lab)
6. Initial setups and tests (ON/OFF)
7. Speed control using PWM
8. Motor direction control and Speed control
9. Encoder Implementation (RPM)
10. Data acquisition with square velocity input
https://tsc-lab.blogspot.com/p/summary.html
4- Códigos de ejemplo
MATLAB DATA ACQUISITION (USB)
11. Temperature Control Lab
12. Speed Control Lab
https://tsc-lab.blogspot.com/p/summary.html
https://github.com/vasanza/TSC-Lab/tree/main/Practice11
4- Códigos de ejemplo
MATLAB DATA ACQUISITION (USB)
11. Temperature Control Lab
12. Speed Control Lab
https://tsc-lab.blogspot.com/p/summary.html
https://github.com/vasanza/TSC-Lab/tree/main/Practice12
4- Códigos de ejemplo
SYSTEM IDENTIFICATION (Matlab)
13. System 1, using temperature sensor 1 and
transistor 1 or sensor 2 and transistor 2
14. System 2, using both temperature sensors and
both transistors
15. System 3, using Motor
https://tsc-lab.blogspot.com/p/summary.html
https://github.com/vasanza/TSC-Lab/tree/main/Practice15
4- Códigos de ejemplo
SYSTEM IDENTIFICATION (Matlab)
13. System 1, using temperature sensor 1 and
transistor 1 or sensor 2 and transistor 2
14. System 2, using both temperature sensors and
both transistors
15. System 3, using Motor
https://tsc-lab.blogspot.com/p/summary.html
https://github.com/vasanza/TSC-Lab/tree/main/Practice15
4- Códigos de ejemplo
SISO PID CONTROLLER DESIGN (Matlab)
16. System 1, using temperature sensor 1 and
transistor 1 or sensor 2 and transistor 2
17. System 2, using both temperature sensors and
both transistors
18. System 3, using DC Motor
https://tsc-lab.blogspot.com/p/summary.html
4- Códigos de ejemplo
CLOSED-LOOP WITH CONTROLLER IN MATLAB
19. SISO using temperature sensor 1 and transistor 1
or sensor 2 and transistor 2
20. SISO using both temperature sensors and both
transistors
21. SISO using DC Motor
https://tsc-lab.blogspot.com/p/summary.html
https://github.com/vasanza/TSC-Lab/tree/main/Practice21
4- Códigos de ejemplo
OTHER TYPES OF CONNECTIONS
22. Wifi connection
23. ThingSpeak (Http)
24. NodeRed (USB)
25. NodeRed (Wifi)
26. NodeRed (Http) + Telegram
27. NodeRed (Http) + ThingSpeak
https://tsc-lab.blogspot.com/p/summary.html
4- Códigos de ejemplo
OTHER TYPES OF CONNECTIONS
22. Wifi connection
23. ThingSpeak (Http)
24. NodeRed (USB)
25. NodeRed (Wifi)
26. NodeRed (Http) + Telegram
27. NodeRed (Http) + ThingSpeak
https://tsc-lab.blogspot.com/p/summary.html
https://github.com/vasanza/TSC-Lab/tree/main/Practice23
4- Códigos de ejemplo
OTHER TYPES OF CONNECTIONS
22. Wifi connection
23. ThingSpeak (Http)
24. NodeRed (USB)
25. NodeRed (Wifi)
26. NodeRed (Http) + Telegram
27. NodeRed (Http) + ThingSpeak
https://tsc-lab.blogspot.com/p/summary.html
https://github.com/vasanza/TSC-Lab/tree/main/Practice24
4- Códigos de ejemplo
OTHER TYPES OF CONNECTIONS
22. Wifi connection
23. ThingSpeak (Http)
24. NodeRed (USB)
25. NodeRed (Wifi)
26. NodeRed (Http) + Telegram
27. NodeRed (Http) + ThingSpeak
https://tsc-lab.blogspot.com/p/summary.html
https://github.com/vasanza/TSC-Lab/tree/main/Practice25
4- Códigos de ejemplo
OTHER TYPES OF CONNECTIONS
22. Wifi connection
23. ThingSpeak (Http)
24. NodeRed (USB)
25. NodeRed (Wifi)
26. NodeRed (Http) + Telegram
27. NodeRed (Http) + ThingSpeak
https://tsc-lab.blogspot.com/p/summary.html
4- Códigos de ejemplo
OTHER TYPES OF CONNECTIONS
22. Wifi connection
23. ThingSpeak (Http)
24. NodeRed (USB)
25. NodeRed (Wifi)
26. NodeRed (Http) + Telegram
27. NodeRed (Http) + ThingSpeak
https://tsc-lab.blogspot.com/p/summary.html
https://github.com/vasanza/TSC-Lab/tree/main/Practice27
4- Códigos de ejemplo
MQTT DATA ACQUISITION
28. MQTT connection (MQTTLens)
29. MQTT Server (mydata-lab)
30. MQTT Server (mydata-lab) + Telegram
https://tsc-lab.blogspot.com/p/summary.html
https://github.com/vasanza/TSC-Lab/tree/main/Practice28
4- Códigos de ejemplo
CLOSED-LOOP WITH CONTROLLER IN ESP32
31. SISO using temperature sensor 1 and transistor 1
or sensor 2 and transistor 2
32. SISO using both temperature sensors and both
transistors
33. SISO using DC Motor
https://tsc-lab.blogspot.com/p/summary.html
4- Códigos de ejemplo
MORE POWERFUL APPLICATIONS
34. Using two core of ESP-32
35. Deep sleep to TSC-Lab
36. Motor Speed and Temperature Combination
https://tsc-lab.blogspot.com/p/summary.html
https://github.com/vasanza/TSC-Lab/tree/main/Practice34
https://lastminuteengineers.com/esp32-sleep-modes-power-
consumption/
4- Códigos de ejemplo
MORE POWERFUL APPLICATIONS
34. Using two core of ESP-32
35. Deep sleep to TSC-Lab
36. Motor Speed and Temperature Combination
https://tsc-lab.blogspot.com/p/summary.html
https://github.com/vasanza/TSC-Lab/tree/main/Practice35
https://lastminuteengineers.com/esp32-sleep-modes-power-
consumption/
4- Códigos de ejemplo
MORE POWERFUL APPLICATIONS
34. Using two core of ESP-32
35. Deep sleep to TSC-Lab
36. Motor Speed and Temperature Combination
https://tsc-lab.blogspot.com/p/summary.html
https://github.com/vasanza/TSC-Lab/tree/main/Practice35
https://lastminuteengineers.com/esp32-sleep-modes-power-
consumption/
4- Códigos de ejemplo
MORE POWERFUL APPLICATIONS
34. Using two core of ESP-32
35. Deep sleep to TSC-Lab
36. Motor Speed and Temperature Combination
https://tsc-lab.blogspot.com/p/summary.html
https://github.com/vasanza/TSC-Lab/tree/main/Practice35
https://lastminuteengineers.com/esp32-sleep-modes-power-
consumption/
5- Datasets
Víctor Asanza, Kevin Chica-Orellana, Jonathan Cagua, Douglas Plaza,
César Martín, Diego Hernan Peluffo-Ordóñez, April 25, 2021,
"Temperature and Speed Control Lab (TSC-Lab)", IEEE Dataport, doi:
https://dx.doi.org/10.21227/8cty-6069.
5- Datasets
Víctor Asanza, Kevin Chica-Orellana, Jonathan Cagua, Diego Hernan
Peluffo-Ordóñez, July 13, 2021, "TSC-LAB", IEEE Dataport, doi:
https://dx.doi.org/10.21227/pxtr-0a07.
6- Publicaciones científicas
J. Capelo et al., "Raspberry Pi-based IoT for shrimp farms Real-time
remote monitoring with automated system," 2021 International
Conference on Applied Electronics (AE), 2021, pp. 1-4, doi:
10.23919/AE51540.2021.9542907.
6- Publicaciones científicas
J. Capelo et al., "Raspberry Pi-based IoT for shrimp farms Real-time
remote monitoring with automated system," 2021 International
Conference on Applied Electronics (AE), 2021, pp. 1-4, doi:
10.23919/AE51540.2021.9542907.
6- Publicaciones científicas
A. Maisincho-Jivaja et al., "Monitoring a turkey hatchery based on a
cyber-physical system," 2021 International Conference on Applied
Electronics (AE), 2021, pp. 1-6, doi: 10.23919/AE51540.2021.9542899.
6- Publicaciones científicas
A. Maisincho-Jivaja et al., "Monitoring a turkey hatchery based on a
cyber-physical system," 2021 International Conference on Applied
Electronics (AE), 2021, pp. 1-6, doi: 10.23919/AE51540.2021.9542899.
6- Publicaciones científicas
A. Maisincho-Jivaja et al., "Monitoring a turkey hatchery based on a
cyber-physical system," 2021 International Conference on Applied
Electronics (AE), 2021, pp. 1-6, doi: 10.23919/AE51540.2021.9542899.
7- Proyectos
https://www.youtube.com/watch?v=fRJqtxEdOtI https://www.youtube.com/watch?v=bXavkU6NJ1I
7- Proyectos
https://www.youtube.com/watch?v=r99kkqnOWU0
8- Cursos
● Información: https://bit.ly/3F60qh7
● Registro: https://lnkd.in/ebyhAfQs
For more information
Mail: vasanza@espol.edu.ec
Web: www.vasanza.blogspot.com
Facultad de Ingeniería en Electricidad y Computación, FIEC
Escuela Superior Politécnica del Litoral, ESPOL
Guayaquil, Ecuador
Víctor Asanza
vasanza@espol.edu.ec

More Related Content

Similar to ⭐⭐⭐⭐⭐ CHARLA #PUCESE Arduino Week: Hardware de Código Abierto TSC-LAB

HARD COPY REPORT CDAC
HARD COPY REPORT CDACHARD COPY REPORT CDAC
HARD COPY REPORT CDACSarthak Dubey
 
ACM Applicative System Methodology 2016
ACM Applicative System Methodology 2016ACM Applicative System Methodology 2016
ACM Applicative System Methodology 2016Brendan Gregg
 
Using Compuware Strobe to Save CPU: 4 Real-life Cases from the Files of CPT G...
Using Compuware Strobe to Save CPU: 4 Real-life Cases from the Files of CPT G...Using Compuware Strobe to Save CPU: 4 Real-life Cases from the Files of CPT G...
Using Compuware Strobe to Save CPU: 4 Real-life Cases from the Files of CPT G...Compuware
 
Tech Talk - Konrad Gawda : P4 programming language
Tech Talk - Konrad Gawda : P4 programming languageTech Talk - Konrad Gawda : P4 programming language
Tech Talk - Konrad Gawda : P4 programming languageCodiLime
 
C2MON - A highly scalable monitoring platform for Big Data scenarios @CERN by...
C2MON - A highly scalable monitoring platform for Big Data scenarios @CERN by...C2MON - A highly scalable monitoring platform for Big Data scenarios @CERN by...
C2MON - A highly scalable monitoring platform for Big Data scenarios @CERN by...J On The Beach
 
Test Execution Infrastructure for IoT Quality analysis
Test Execution Infrastructure for IoT Quality analysisTest Execution Infrastructure for IoT Quality analysis
Test Execution Infrastructure for IoT Quality analysisAxel Rennoch
 
Mr201304 open flow_security_eng
Mr201304 open flow_security_engMr201304 open flow_security_eng
Mr201304 open flow_security_engFFRI, Inc.
 
Meeting 3 network administrator tools
Meeting 3    network administrator toolsMeeting 3    network administrator tools
Meeting 3 network administrator toolsSyaiful Ahdan
 
Laporan Praktikum Keamanan Siber - Tugas 4 -Kelas C - Kelompok 3.pdf
Laporan Praktikum Keamanan Siber - Tugas 4 -Kelas C - Kelompok 3.pdfLaporan Praktikum Keamanan Siber - Tugas 4 -Kelas C - Kelompok 3.pdf
Laporan Praktikum Keamanan Siber - Tugas 4 -Kelas C - Kelompok 3.pdfIGedeArieYogantaraSu
 
Quick start with pallaral meta on window10 virtual desktop-virtualbox linux u...
Quick start with pallaral meta on window10 virtual desktop-virtualbox linux u...Quick start with pallaral meta on window10 virtual desktop-virtualbox linux u...
Quick start with pallaral meta on window10 virtual desktop-virtualbox linux u...Thomas K. Y. Lam
 
Web Template Mechanisms in SOC Verification - DVCon.pdf
Web Template Mechanisms in SOC Verification - DVCon.pdfWeb Template Mechanisms in SOC Verification - DVCon.pdf
Web Template Mechanisms in SOC Verification - DVCon.pdfSamHoney6
 
Serverless, IoT and OpenWhisk
Serverless, IoT and OpenWhiskServerless, IoT and OpenWhisk
Serverless, IoT and OpenWhiskAlex Glikson
 
PAC 2019 virtual Scott Moore
PAC 2019  virtual   Scott Moore PAC 2019  virtual   Scott Moore
PAC 2019 virtual Scott Moore Neotys
 
Performance Evaluation using TAU Performance System and E4S
Performance Evaluation using TAU Performance System and E4SPerformance Evaluation using TAU Performance System and E4S
Performance Evaluation using TAU Performance System and E4SGanesan Narayanasamy
 
Network Programming: Data Plane Development Kit (DPDK)
Network Programming: Data Plane Development Kit (DPDK)Network Programming: Data Plane Development Kit (DPDK)
Network Programming: Data Plane Development Kit (DPDK)Andriy Berestovskyy
 
Take your database source code and data under control
Take your database source code and data under controlTake your database source code and data under control
Take your database source code and data under controlMarcin Przepiórowski
 

Similar to ⭐⭐⭐⭐⭐ CHARLA #PUCESE Arduino Week: Hardware de Código Abierto TSC-LAB (20)

HARD COPY REPORT CDAC
HARD COPY REPORT CDACHARD COPY REPORT CDAC
HARD COPY REPORT CDAC
 
ACM Applicative System Methodology 2016
ACM Applicative System Methodology 2016ACM Applicative System Methodology 2016
ACM Applicative System Methodology 2016
 
Keymetrics pm2
Keymetrics pm2Keymetrics pm2
Keymetrics pm2
 
Using Compuware Strobe to Save CPU: 4 Real-life Cases from the Files of CPT G...
Using Compuware Strobe to Save CPU: 4 Real-life Cases from the Files of CPT G...Using Compuware Strobe to Save CPU: 4 Real-life Cases from the Files of CPT G...
Using Compuware Strobe to Save CPU: 4 Real-life Cases from the Files of CPT G...
 
Tech Talk - Konrad Gawda : P4 programming language
Tech Talk - Konrad Gawda : P4 programming languageTech Talk - Konrad Gawda : P4 programming language
Tech Talk - Konrad Gawda : P4 programming language
 
C2MON - A highly scalable monitoring platform for Big Data scenarios @CERN by...
C2MON - A highly scalable monitoring platform for Big Data scenarios @CERN by...C2MON - A highly scalable monitoring platform for Big Data scenarios @CERN by...
C2MON - A highly scalable monitoring platform for Big Data scenarios @CERN by...
 
Test Execution Infrastructure for IoT Quality analysis
Test Execution Infrastructure for IoT Quality analysisTest Execution Infrastructure for IoT Quality analysis
Test Execution Infrastructure for IoT Quality analysis
 
Mr201304 open flow_security_eng
Mr201304 open flow_security_engMr201304 open flow_security_eng
Mr201304 open flow_security_eng
 
Meeting 3 network administrator tools
Meeting 3    network administrator toolsMeeting 3    network administrator tools
Meeting 3 network administrator tools
 
Laporan Praktikum Keamanan Siber - Tugas 4 -Kelas C - Kelompok 3.pdf
Laporan Praktikum Keamanan Siber - Tugas 4 -Kelas C - Kelompok 3.pdfLaporan Praktikum Keamanan Siber - Tugas 4 -Kelas C - Kelompok 3.pdf
Laporan Praktikum Keamanan Siber - Tugas 4 -Kelas C - Kelompok 3.pdf
 
Rolling upgrade OpenStack
Rolling upgrade OpenStackRolling upgrade OpenStack
Rolling upgrade OpenStack
 
2015 bioinformatics bio_python
2015 bioinformatics bio_python2015 bioinformatics bio_python
2015 bioinformatics bio_python
 
Tomcat openssl
Tomcat opensslTomcat openssl
Tomcat openssl
 
Quick start with pallaral meta on window10 virtual desktop-virtualbox linux u...
Quick start with pallaral meta on window10 virtual desktop-virtualbox linux u...Quick start with pallaral meta on window10 virtual desktop-virtualbox linux u...
Quick start with pallaral meta on window10 virtual desktop-virtualbox linux u...
 
Web Template Mechanisms in SOC Verification - DVCon.pdf
Web Template Mechanisms in SOC Verification - DVCon.pdfWeb Template Mechanisms in SOC Verification - DVCon.pdf
Web Template Mechanisms in SOC Verification - DVCon.pdf
 
Serverless, IoT and OpenWhisk
Serverless, IoT and OpenWhiskServerless, IoT and OpenWhisk
Serverless, IoT and OpenWhisk
 
PAC 2019 virtual Scott Moore
PAC 2019  virtual   Scott Moore PAC 2019  virtual   Scott Moore
PAC 2019 virtual Scott Moore
 
Performance Evaluation using TAU Performance System and E4S
Performance Evaluation using TAU Performance System and E4SPerformance Evaluation using TAU Performance System and E4S
Performance Evaluation using TAU Performance System and E4S
 
Network Programming: Data Plane Development Kit (DPDK)
Network Programming: Data Plane Development Kit (DPDK)Network Programming: Data Plane Development Kit (DPDK)
Network Programming: Data Plane Development Kit (DPDK)
 
Take your database source code and data under control
Take your database source code and data under controlTake your database source code and data under control
Take your database source code and data under control
 

More from Victor Asanza

⭐⭐⭐⭐⭐ Device Free Indoor Localization in the 28 GHz band based on machine lea...
⭐⭐⭐⭐⭐ Device Free Indoor Localization in the 28 GHz band based on machine lea...⭐⭐⭐⭐⭐ Device Free Indoor Localization in the 28 GHz band based on machine lea...
⭐⭐⭐⭐⭐ Device Free Indoor Localization in the 28 GHz band based on machine lea...Victor Asanza
 
⭐⭐⭐⭐⭐ SOLUCIÓN EXAMEN SISTEMAS DIGITALES 2, 1er Parcial (2022PAO2)
⭐⭐⭐⭐⭐ SOLUCIÓN EXAMEN SISTEMAS DIGITALES 2, 1er Parcial (2022PAO2)⭐⭐⭐⭐⭐ SOLUCIÓN EXAMEN SISTEMAS DIGITALES 2, 1er Parcial (2022PAO2)
⭐⭐⭐⭐⭐ SOLUCIÓN EXAMEN SISTEMAS DIGITALES 2, 1er Parcial (2022PAO2)Victor Asanza
 
⭐⭐⭐⭐⭐ CV Victor Asanza
⭐⭐⭐⭐⭐ CV Victor Asanza⭐⭐⭐⭐⭐ CV Victor Asanza
⭐⭐⭐⭐⭐ CV Victor AsanzaVictor Asanza
 
⭐⭐⭐⭐⭐ Trilateration-based Indoor Location using Supervised Learning Algorithms
⭐⭐⭐⭐⭐ Trilateration-based Indoor Location using Supervised Learning Algorithms⭐⭐⭐⭐⭐ Trilateration-based Indoor Location using Supervised Learning Algorithms
⭐⭐⭐⭐⭐ Trilateration-based Indoor Location using Supervised Learning AlgorithmsVictor Asanza
 
⭐⭐⭐⭐⭐ Learning-based Energy Consumption Prediction
⭐⭐⭐⭐⭐ Learning-based Energy Consumption Prediction⭐⭐⭐⭐⭐ Learning-based Energy Consumption Prediction
⭐⭐⭐⭐⭐ Learning-based Energy Consumption PredictionVictor Asanza
 
⭐⭐⭐⭐⭐ Raspberry Pi-based IoT for Shrimp Farms Real-time Remote Monitoring wit...
⭐⭐⭐⭐⭐ Raspberry Pi-based IoT for Shrimp Farms Real-time Remote Monitoring wit...⭐⭐⭐⭐⭐ Raspberry Pi-based IoT for Shrimp Farms Real-time Remote Monitoring wit...
⭐⭐⭐⭐⭐ Raspberry Pi-based IoT for Shrimp Farms Real-time Remote Monitoring wit...Victor Asanza
 
⭐⭐⭐⭐⭐Classification of Subjects with Parkinson's Disease using Finger Tapping...
⭐⭐⭐⭐⭐Classification of Subjects with Parkinson's Disease using Finger Tapping...⭐⭐⭐⭐⭐Classification of Subjects with Parkinson's Disease using Finger Tapping...
⭐⭐⭐⭐⭐Classification of Subjects with Parkinson's Disease using Finger Tapping...Victor Asanza
 
⭐⭐⭐⭐⭐ SOLUCIÓN EVALUACIÓN SISTEMAS EMBEBIDOS, 1er Parcial (2022 PAO1)
⭐⭐⭐⭐⭐ SOLUCIÓN EVALUACIÓN SISTEMAS EMBEBIDOS, 1er Parcial (2022 PAO1)⭐⭐⭐⭐⭐ SOLUCIÓN EVALUACIÓN SISTEMAS EMBEBIDOS, 1er Parcial (2022 PAO1)
⭐⭐⭐⭐⭐ SOLUCIÓN EVALUACIÓN SISTEMAS EMBEBIDOS, 1er Parcial (2022 PAO1)Victor Asanza
 
⭐⭐⭐⭐⭐ #BCI System using a Novel Processing Technique Based on Electrodes Sele...
⭐⭐⭐⭐⭐ #BCI System using a Novel Processing Technique Based on Electrodes Sele...⭐⭐⭐⭐⭐ #BCI System using a Novel Processing Technique Based on Electrodes Sele...
⭐⭐⭐⭐⭐ #BCI System using a Novel Processing Technique Based on Electrodes Sele...Victor Asanza
 
⭐⭐⭐⭐⭐ SOLUCIÓN EVALUACIÓN FUNDAMENTOS DE ELECTRICIDAD Y SISTEMAS DIGITALES, 2...
⭐⭐⭐⭐⭐ SOLUCIÓN EVALUACIÓN FUNDAMENTOS DE ELECTRICIDAD Y SISTEMAS DIGITALES, 2...⭐⭐⭐⭐⭐ SOLUCIÓN EVALUACIÓN FUNDAMENTOS DE ELECTRICIDAD Y SISTEMAS DIGITALES, 2...
⭐⭐⭐⭐⭐ SOLUCIÓN EVALUACIÓN FUNDAMENTOS DE ELECTRICIDAD Y SISTEMAS DIGITALES, 2...Victor Asanza
 
⭐⭐⭐⭐⭐ SOLUCIÓN LECCIÓN SISTEMAS DIGITALES 2, 2do Parcial (2021PAO2) C6
⭐⭐⭐⭐⭐ SOLUCIÓN LECCIÓN SISTEMAS DIGITALES 2, 2do Parcial (2021PAO2) C6⭐⭐⭐⭐⭐ SOLUCIÓN LECCIÓN SISTEMAS DIGITALES 2, 2do Parcial (2021PAO2) C6
⭐⭐⭐⭐⭐ SOLUCIÓN LECCIÓN SISTEMAS DIGITALES 2, 2do Parcial (2021PAO2) C6Victor Asanza
 
⭐⭐⭐⭐⭐ Performance Comparison of Database Server based on #SoC #FPGA and #ARM ...
⭐⭐⭐⭐⭐ Performance Comparison of Database Server based on #SoC #FPGA and #ARM ...⭐⭐⭐⭐⭐ Performance Comparison of Database Server based on #SoC #FPGA and #ARM ...
⭐⭐⭐⭐⭐ Performance Comparison of Database Server based on #SoC #FPGA and #ARM ...Victor Asanza
 
⭐⭐⭐⭐⭐ SOLUCIÓN EXAMEN SISTEMAS DIGITALES 2, 1er Parcial (2021PAO2)
⭐⭐⭐⭐⭐ SOLUCIÓN EXAMEN SISTEMAS DIGITALES 2, 1er Parcial (2021PAO2)⭐⭐⭐⭐⭐ SOLUCIÓN EXAMEN SISTEMAS DIGITALES 2, 1er Parcial (2021PAO2)
⭐⭐⭐⭐⭐ SOLUCIÓN EXAMEN SISTEMAS DIGITALES 2, 1er Parcial (2021PAO2)Victor Asanza
 
⭐⭐⭐⭐⭐ Charla FIEC: #SSVEP_EEG Signal Classification based on #Emotiv EPOC #BC...
⭐⭐⭐⭐⭐ Charla FIEC: #SSVEP_EEG Signal Classification based on #Emotiv EPOC #BC...⭐⭐⭐⭐⭐ Charla FIEC: #SSVEP_EEG Signal Classification based on #Emotiv EPOC #BC...
⭐⭐⭐⭐⭐ Charla FIEC: #SSVEP_EEG Signal Classification based on #Emotiv EPOC #BC...Victor Asanza
 
⭐⭐⭐⭐⭐ #FPGA Based Meteorological Monitoring Station
⭐⭐⭐⭐⭐ #FPGA Based Meteorological Monitoring Station⭐⭐⭐⭐⭐ #FPGA Based Meteorological Monitoring Station
⭐⭐⭐⭐⭐ #FPGA Based Meteorological Monitoring StationVictor Asanza
 
⭐⭐⭐⭐⭐ SSVEP-EEG Signal Classification based on Emotiv EPOC BCI and Raspberry Pi
⭐⭐⭐⭐⭐ SSVEP-EEG Signal Classification based on Emotiv EPOC BCI and Raspberry Pi⭐⭐⭐⭐⭐ SSVEP-EEG Signal Classification based on Emotiv EPOC BCI and Raspberry Pi
⭐⭐⭐⭐⭐ SSVEP-EEG Signal Classification based on Emotiv EPOC BCI and Raspberry PiVictor Asanza
 
⭐⭐⭐⭐⭐ SOLUCIÓN LECCIÓN FUNDAMENTOS DE ELECTRICIDAD Y SISTEMAS DIGITALES, 2do ...
⭐⭐⭐⭐⭐ SOLUCIÓN LECCIÓN FUNDAMENTOS DE ELECTRICIDAD Y SISTEMAS DIGITALES, 2do ...⭐⭐⭐⭐⭐ SOLUCIÓN LECCIÓN FUNDAMENTOS DE ELECTRICIDAD Y SISTEMAS DIGITALES, 2do ...
⭐⭐⭐⭐⭐ SOLUCIÓN LECCIÓN FUNDAMENTOS DE ELECTRICIDAD Y SISTEMAS DIGITALES, 2do ...Victor Asanza
 
⭐⭐⭐⭐⭐ SOLUCIÓN EVALUACIÓN SISTEMAS DIGITALES 1, 1er Parcial (2021 PAO1)
⭐⭐⭐⭐⭐ SOLUCIÓN EVALUACIÓN SISTEMAS DIGITALES 1, 1er Parcial (2021 PAO1)⭐⭐⭐⭐⭐ SOLUCIÓN EVALUACIÓN SISTEMAS DIGITALES 1, 1er Parcial (2021 PAO1)
⭐⭐⭐⭐⭐ SOLUCIÓN EVALUACIÓN SISTEMAS DIGITALES 1, 1er Parcial (2021 PAO1)Victor Asanza
 
⭐⭐⭐⭐⭐ SISTEMAS DIGITALES 2, PROYECTOS PROPUESTOS (2021 PAO1)
⭐⭐⭐⭐⭐ SISTEMAS DIGITALES 2, PROYECTOS PROPUESTOS (2021 PAO1)⭐⭐⭐⭐⭐ SISTEMAS DIGITALES 2, PROYECTOS PROPUESTOS (2021 PAO1)
⭐⭐⭐⭐⭐ SISTEMAS DIGITALES 2, PROYECTOS PROPUESTOS (2021 PAO1)Victor Asanza
 
⭐⭐⭐⭐⭐ SISTEMAS DIGITALES 1, PROYECTOS PROPUESTOS (2021 PAE)
⭐⭐⭐⭐⭐ SISTEMAS DIGITALES 1, PROYECTOS PROPUESTOS (2021 PAE)⭐⭐⭐⭐⭐ SISTEMAS DIGITALES 1, PROYECTOS PROPUESTOS (2021 PAE)
⭐⭐⭐⭐⭐ SISTEMAS DIGITALES 1, PROYECTOS PROPUESTOS (2021 PAE)Victor Asanza
 

More from Victor Asanza (20)

⭐⭐⭐⭐⭐ Device Free Indoor Localization in the 28 GHz band based on machine lea...
⭐⭐⭐⭐⭐ Device Free Indoor Localization in the 28 GHz band based on machine lea...⭐⭐⭐⭐⭐ Device Free Indoor Localization in the 28 GHz band based on machine lea...
⭐⭐⭐⭐⭐ Device Free Indoor Localization in the 28 GHz band based on machine lea...
 
⭐⭐⭐⭐⭐ SOLUCIÓN EXAMEN SISTEMAS DIGITALES 2, 1er Parcial (2022PAO2)
⭐⭐⭐⭐⭐ SOLUCIÓN EXAMEN SISTEMAS DIGITALES 2, 1er Parcial (2022PAO2)⭐⭐⭐⭐⭐ SOLUCIÓN EXAMEN SISTEMAS DIGITALES 2, 1er Parcial (2022PAO2)
⭐⭐⭐⭐⭐ SOLUCIÓN EXAMEN SISTEMAS DIGITALES 2, 1er Parcial (2022PAO2)
 
⭐⭐⭐⭐⭐ CV Victor Asanza
⭐⭐⭐⭐⭐ CV Victor Asanza⭐⭐⭐⭐⭐ CV Victor Asanza
⭐⭐⭐⭐⭐ CV Victor Asanza
 
⭐⭐⭐⭐⭐ Trilateration-based Indoor Location using Supervised Learning Algorithms
⭐⭐⭐⭐⭐ Trilateration-based Indoor Location using Supervised Learning Algorithms⭐⭐⭐⭐⭐ Trilateration-based Indoor Location using Supervised Learning Algorithms
⭐⭐⭐⭐⭐ Trilateration-based Indoor Location using Supervised Learning Algorithms
 
⭐⭐⭐⭐⭐ Learning-based Energy Consumption Prediction
⭐⭐⭐⭐⭐ Learning-based Energy Consumption Prediction⭐⭐⭐⭐⭐ Learning-based Energy Consumption Prediction
⭐⭐⭐⭐⭐ Learning-based Energy Consumption Prediction
 
⭐⭐⭐⭐⭐ Raspberry Pi-based IoT for Shrimp Farms Real-time Remote Monitoring wit...
⭐⭐⭐⭐⭐ Raspberry Pi-based IoT for Shrimp Farms Real-time Remote Monitoring wit...⭐⭐⭐⭐⭐ Raspberry Pi-based IoT for Shrimp Farms Real-time Remote Monitoring wit...
⭐⭐⭐⭐⭐ Raspberry Pi-based IoT for Shrimp Farms Real-time Remote Monitoring wit...
 
⭐⭐⭐⭐⭐Classification of Subjects with Parkinson's Disease using Finger Tapping...
⭐⭐⭐⭐⭐Classification of Subjects with Parkinson's Disease using Finger Tapping...⭐⭐⭐⭐⭐Classification of Subjects with Parkinson's Disease using Finger Tapping...
⭐⭐⭐⭐⭐Classification of Subjects with Parkinson's Disease using Finger Tapping...
 
⭐⭐⭐⭐⭐ SOLUCIÓN EVALUACIÓN SISTEMAS EMBEBIDOS, 1er Parcial (2022 PAO1)
⭐⭐⭐⭐⭐ SOLUCIÓN EVALUACIÓN SISTEMAS EMBEBIDOS, 1er Parcial (2022 PAO1)⭐⭐⭐⭐⭐ SOLUCIÓN EVALUACIÓN SISTEMAS EMBEBIDOS, 1er Parcial (2022 PAO1)
⭐⭐⭐⭐⭐ SOLUCIÓN EVALUACIÓN SISTEMAS EMBEBIDOS, 1er Parcial (2022 PAO1)
 
⭐⭐⭐⭐⭐ #BCI System using a Novel Processing Technique Based on Electrodes Sele...
⭐⭐⭐⭐⭐ #BCI System using a Novel Processing Technique Based on Electrodes Sele...⭐⭐⭐⭐⭐ #BCI System using a Novel Processing Technique Based on Electrodes Sele...
⭐⭐⭐⭐⭐ #BCI System using a Novel Processing Technique Based on Electrodes Sele...
 
⭐⭐⭐⭐⭐ SOLUCIÓN EVALUACIÓN FUNDAMENTOS DE ELECTRICIDAD Y SISTEMAS DIGITALES, 2...
⭐⭐⭐⭐⭐ SOLUCIÓN EVALUACIÓN FUNDAMENTOS DE ELECTRICIDAD Y SISTEMAS DIGITALES, 2...⭐⭐⭐⭐⭐ SOLUCIÓN EVALUACIÓN FUNDAMENTOS DE ELECTRICIDAD Y SISTEMAS DIGITALES, 2...
⭐⭐⭐⭐⭐ SOLUCIÓN EVALUACIÓN FUNDAMENTOS DE ELECTRICIDAD Y SISTEMAS DIGITALES, 2...
 
⭐⭐⭐⭐⭐ SOLUCIÓN LECCIÓN SISTEMAS DIGITALES 2, 2do Parcial (2021PAO2) C6
⭐⭐⭐⭐⭐ SOLUCIÓN LECCIÓN SISTEMAS DIGITALES 2, 2do Parcial (2021PAO2) C6⭐⭐⭐⭐⭐ SOLUCIÓN LECCIÓN SISTEMAS DIGITALES 2, 2do Parcial (2021PAO2) C6
⭐⭐⭐⭐⭐ SOLUCIÓN LECCIÓN SISTEMAS DIGITALES 2, 2do Parcial (2021PAO2) C6
 
⭐⭐⭐⭐⭐ Performance Comparison of Database Server based on #SoC #FPGA and #ARM ...
⭐⭐⭐⭐⭐ Performance Comparison of Database Server based on #SoC #FPGA and #ARM ...⭐⭐⭐⭐⭐ Performance Comparison of Database Server based on #SoC #FPGA and #ARM ...
⭐⭐⭐⭐⭐ Performance Comparison of Database Server based on #SoC #FPGA and #ARM ...
 
⭐⭐⭐⭐⭐ SOLUCIÓN EXAMEN SISTEMAS DIGITALES 2, 1er Parcial (2021PAO2)
⭐⭐⭐⭐⭐ SOLUCIÓN EXAMEN SISTEMAS DIGITALES 2, 1er Parcial (2021PAO2)⭐⭐⭐⭐⭐ SOLUCIÓN EXAMEN SISTEMAS DIGITALES 2, 1er Parcial (2021PAO2)
⭐⭐⭐⭐⭐ SOLUCIÓN EXAMEN SISTEMAS DIGITALES 2, 1er Parcial (2021PAO2)
 
⭐⭐⭐⭐⭐ Charla FIEC: #SSVEP_EEG Signal Classification based on #Emotiv EPOC #BC...
⭐⭐⭐⭐⭐ Charla FIEC: #SSVEP_EEG Signal Classification based on #Emotiv EPOC #BC...⭐⭐⭐⭐⭐ Charla FIEC: #SSVEP_EEG Signal Classification based on #Emotiv EPOC #BC...
⭐⭐⭐⭐⭐ Charla FIEC: #SSVEP_EEG Signal Classification based on #Emotiv EPOC #BC...
 
⭐⭐⭐⭐⭐ #FPGA Based Meteorological Monitoring Station
⭐⭐⭐⭐⭐ #FPGA Based Meteorological Monitoring Station⭐⭐⭐⭐⭐ #FPGA Based Meteorological Monitoring Station
⭐⭐⭐⭐⭐ #FPGA Based Meteorological Monitoring Station
 
⭐⭐⭐⭐⭐ SSVEP-EEG Signal Classification based on Emotiv EPOC BCI and Raspberry Pi
⭐⭐⭐⭐⭐ SSVEP-EEG Signal Classification based on Emotiv EPOC BCI and Raspberry Pi⭐⭐⭐⭐⭐ SSVEP-EEG Signal Classification based on Emotiv EPOC BCI and Raspberry Pi
⭐⭐⭐⭐⭐ SSVEP-EEG Signal Classification based on Emotiv EPOC BCI and Raspberry Pi
 
⭐⭐⭐⭐⭐ SOLUCIÓN LECCIÓN FUNDAMENTOS DE ELECTRICIDAD Y SISTEMAS DIGITALES, 2do ...
⭐⭐⭐⭐⭐ SOLUCIÓN LECCIÓN FUNDAMENTOS DE ELECTRICIDAD Y SISTEMAS DIGITALES, 2do ...⭐⭐⭐⭐⭐ SOLUCIÓN LECCIÓN FUNDAMENTOS DE ELECTRICIDAD Y SISTEMAS DIGITALES, 2do ...
⭐⭐⭐⭐⭐ SOLUCIÓN LECCIÓN FUNDAMENTOS DE ELECTRICIDAD Y SISTEMAS DIGITALES, 2do ...
 
⭐⭐⭐⭐⭐ SOLUCIÓN EVALUACIÓN SISTEMAS DIGITALES 1, 1er Parcial (2021 PAO1)
⭐⭐⭐⭐⭐ SOLUCIÓN EVALUACIÓN SISTEMAS DIGITALES 1, 1er Parcial (2021 PAO1)⭐⭐⭐⭐⭐ SOLUCIÓN EVALUACIÓN SISTEMAS DIGITALES 1, 1er Parcial (2021 PAO1)
⭐⭐⭐⭐⭐ SOLUCIÓN EVALUACIÓN SISTEMAS DIGITALES 1, 1er Parcial (2021 PAO1)
 
⭐⭐⭐⭐⭐ SISTEMAS DIGITALES 2, PROYECTOS PROPUESTOS (2021 PAO1)
⭐⭐⭐⭐⭐ SISTEMAS DIGITALES 2, PROYECTOS PROPUESTOS (2021 PAO1)⭐⭐⭐⭐⭐ SISTEMAS DIGITALES 2, PROYECTOS PROPUESTOS (2021 PAO1)
⭐⭐⭐⭐⭐ SISTEMAS DIGITALES 2, PROYECTOS PROPUESTOS (2021 PAO1)
 
⭐⭐⭐⭐⭐ SISTEMAS DIGITALES 1, PROYECTOS PROPUESTOS (2021 PAE)
⭐⭐⭐⭐⭐ SISTEMAS DIGITALES 1, PROYECTOS PROPUESTOS (2021 PAE)⭐⭐⭐⭐⭐ SISTEMAS DIGITALES 1, PROYECTOS PROPUESTOS (2021 PAE)
⭐⭐⭐⭐⭐ SISTEMAS DIGITALES 1, PROYECTOS PROPUESTOS (2021 PAE)
 

Recently uploaded

size separation d pharm 1st year pharmaceutics
size separation d pharm 1st year pharmaceuticssize separation d pharm 1st year pharmaceutics
size separation d pharm 1st year pharmaceuticspragatimahajan3
 
Dementia (Alzheimer & vasular dementia).
Dementia (Alzheimer & vasular dementia).Dementia (Alzheimer & vasular dementia).
Dementia (Alzheimer & vasular dementia).Mohamed Rizk Khodair
 
Capitol Tech Univ Doctoral Presentation -May 2024
Capitol Tech Univ Doctoral Presentation -May 2024Capitol Tech Univ Doctoral Presentation -May 2024
Capitol Tech Univ Doctoral Presentation -May 2024CapitolTechU
 
Removal Strategy _ FEFO _ Working with Perishable Products in Odoo 17
Removal Strategy _ FEFO _ Working with Perishable Products in Odoo 17Removal Strategy _ FEFO _ Working with Perishable Products in Odoo 17
Removal Strategy _ FEFO _ Working with Perishable Products in Odoo 17Celine George
 
Danh sách HSG Bộ môn cấp trường - Cấp THPT.pdf
Danh sách HSG Bộ môn cấp trường - Cấp THPT.pdfDanh sách HSG Bộ môn cấp trường - Cấp THPT.pdf
Danh sách HSG Bộ môn cấp trường - Cấp THPT.pdfQucHHunhnh
 
TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT VẬT LÝ 2024 - TỪ CÁC TRƯỜNG, TRƯ...
TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT VẬT LÝ 2024 - TỪ CÁC TRƯỜNG, TRƯ...TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT VẬT LÝ 2024 - TỪ CÁC TRƯỜNG, TRƯ...
TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT VẬT LÝ 2024 - TỪ CÁC TRƯỜNG, TRƯ...Nguyen Thanh Tu Collection
 
Financial Accounting IFRS, 3rd Edition-dikompresi.pdf
Financial Accounting IFRS, 3rd Edition-dikompresi.pdfFinancial Accounting IFRS, 3rd Edition-dikompresi.pdf
Financial Accounting IFRS, 3rd Edition-dikompresi.pdfMinawBelay
 
....................Muslim-Law notes.pdf
....................Muslim-Law notes.pdf....................Muslim-Law notes.pdf
....................Muslim-Law notes.pdfVikramadityaRaj
 
會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文
會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文
會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文中 央社
 
Envelope of Discrepancy in Orthodontics: Enhancing Precision in Treatment
 Envelope of Discrepancy in Orthodontics: Enhancing Precision in Treatment Envelope of Discrepancy in Orthodontics: Enhancing Precision in Treatment
Envelope of Discrepancy in Orthodontics: Enhancing Precision in Treatmentsaipooja36
 
BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...
BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...
BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...Nguyen Thanh Tu Collection
 
Post Exam Fun(da) Intra UEM General Quiz 2024 - Prelims q&a.pdf
Post Exam Fun(da) Intra UEM General Quiz 2024 - Prelims q&a.pdfPost Exam Fun(da) Intra UEM General Quiz 2024 - Prelims q&a.pdf
Post Exam Fun(da) Intra UEM General Quiz 2024 - Prelims q&a.pdfPragya - UEM Kolkata Quiz Club
 
Incoming and Outgoing Shipments in 2 STEPS Using Odoo 17
Incoming and Outgoing Shipments in 2 STEPS Using Odoo 17Incoming and Outgoing Shipments in 2 STEPS Using Odoo 17
Incoming and Outgoing Shipments in 2 STEPS Using Odoo 17Celine George
 
Application of Matrices in real life. Presentation on application of matrices
Application of Matrices in real life. Presentation on application of matricesApplication of Matrices in real life. Presentation on application of matrices
Application of Matrices in real life. Presentation on application of matricesRased Khan
 
Open Educational Resources Primer PowerPoint
Open Educational Resources Primer PowerPointOpen Educational Resources Primer PowerPoint
Open Educational Resources Primer PowerPointELaRue0
 
2024_Student Session 2_ Set Plan Preparation.pptx
2024_Student Session 2_ Set Plan Preparation.pptx2024_Student Session 2_ Set Plan Preparation.pptx
2024_Student Session 2_ Set Plan Preparation.pptxmansk2
 
MichaelStarkes_UncutGemsProjectSummary.pdf
MichaelStarkes_UncutGemsProjectSummary.pdfMichaelStarkes_UncutGemsProjectSummary.pdf
MichaelStarkes_UncutGemsProjectSummary.pdfmstarkes24
 
Behavioral-sciences-dr-mowadat rana (1).pdf
Behavioral-sciences-dr-mowadat rana (1).pdfBehavioral-sciences-dr-mowadat rana (1).pdf
Behavioral-sciences-dr-mowadat rana (1).pdfaedhbteg
 

Recently uploaded (20)

size separation d pharm 1st year pharmaceutics
size separation d pharm 1st year pharmaceuticssize separation d pharm 1st year pharmaceutics
size separation d pharm 1st year pharmaceutics
 
Dementia (Alzheimer & vasular dementia).
Dementia (Alzheimer & vasular dementia).Dementia (Alzheimer & vasular dementia).
Dementia (Alzheimer & vasular dementia).
 
Word Stress rules esl .pptx
Word Stress rules esl               .pptxWord Stress rules esl               .pptx
Word Stress rules esl .pptx
 
Capitol Tech Univ Doctoral Presentation -May 2024
Capitol Tech Univ Doctoral Presentation -May 2024Capitol Tech Univ Doctoral Presentation -May 2024
Capitol Tech Univ Doctoral Presentation -May 2024
 
Removal Strategy _ FEFO _ Working with Perishable Products in Odoo 17
Removal Strategy _ FEFO _ Working with Perishable Products in Odoo 17Removal Strategy _ FEFO _ Working with Perishable Products in Odoo 17
Removal Strategy _ FEFO _ Working with Perishable Products in Odoo 17
 
Danh sách HSG Bộ môn cấp trường - Cấp THPT.pdf
Danh sách HSG Bộ môn cấp trường - Cấp THPT.pdfDanh sách HSG Bộ môn cấp trường - Cấp THPT.pdf
Danh sách HSG Bộ môn cấp trường - Cấp THPT.pdf
 
TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT VẬT LÝ 2024 - TỪ CÁC TRƯỜNG, TRƯ...
TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT VẬT LÝ 2024 - TỪ CÁC TRƯỜNG, TRƯ...TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT VẬT LÝ 2024 - TỪ CÁC TRƯỜNG, TRƯ...
TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT VẬT LÝ 2024 - TỪ CÁC TRƯỜNG, TRƯ...
 
Financial Accounting IFRS, 3rd Edition-dikompresi.pdf
Financial Accounting IFRS, 3rd Edition-dikompresi.pdfFinancial Accounting IFRS, 3rd Edition-dikompresi.pdf
Financial Accounting IFRS, 3rd Edition-dikompresi.pdf
 
....................Muslim-Law notes.pdf
....................Muslim-Law notes.pdf....................Muslim-Law notes.pdf
....................Muslim-Law notes.pdf
 
會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文
會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文
會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文
 
Envelope of Discrepancy in Orthodontics: Enhancing Precision in Treatment
 Envelope of Discrepancy in Orthodontics: Enhancing Precision in Treatment Envelope of Discrepancy in Orthodontics: Enhancing Precision in Treatment
Envelope of Discrepancy in Orthodontics: Enhancing Precision in Treatment
 
BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...
BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...
BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...
 
Post Exam Fun(da) Intra UEM General Quiz 2024 - Prelims q&a.pdf
Post Exam Fun(da) Intra UEM General Quiz 2024 - Prelims q&a.pdfPost Exam Fun(da) Intra UEM General Quiz 2024 - Prelims q&a.pdf
Post Exam Fun(da) Intra UEM General Quiz 2024 - Prelims q&a.pdf
 
Incoming and Outgoing Shipments in 2 STEPS Using Odoo 17
Incoming and Outgoing Shipments in 2 STEPS Using Odoo 17Incoming and Outgoing Shipments in 2 STEPS Using Odoo 17
Incoming and Outgoing Shipments in 2 STEPS Using Odoo 17
 
Application of Matrices in real life. Presentation on application of matrices
Application of Matrices in real life. Presentation on application of matricesApplication of Matrices in real life. Presentation on application of matrices
Application of Matrices in real life. Presentation on application of matrices
 
Open Educational Resources Primer PowerPoint
Open Educational Resources Primer PowerPointOpen Educational Resources Primer PowerPoint
Open Educational Resources Primer PowerPoint
 
2024_Student Session 2_ Set Plan Preparation.pptx
2024_Student Session 2_ Set Plan Preparation.pptx2024_Student Session 2_ Set Plan Preparation.pptx
2024_Student Session 2_ Set Plan Preparation.pptx
 
Post Exam Fun(da) Intra UEM General Quiz - Finals.pdf
Post Exam Fun(da) Intra UEM General Quiz - Finals.pdfPost Exam Fun(da) Intra UEM General Quiz - Finals.pdf
Post Exam Fun(da) Intra UEM General Quiz - Finals.pdf
 
MichaelStarkes_UncutGemsProjectSummary.pdf
MichaelStarkes_UncutGemsProjectSummary.pdfMichaelStarkes_UncutGemsProjectSummary.pdf
MichaelStarkes_UncutGemsProjectSummary.pdf
 
Behavioral-sciences-dr-mowadat rana (1).pdf
Behavioral-sciences-dr-mowadat rana (1).pdfBehavioral-sciences-dr-mowadat rana (1).pdf
Behavioral-sciences-dr-mowadat rana (1).pdf
 

⭐⭐⭐⭐⭐ CHARLA #PUCESE Arduino Week: Hardware de Código Abierto TSC-LAB

  • 1. Hardware de Código Abierto TSC-LAB By Víctor Asanza Docente e Investigador de ESPOL
  • 2. Agenda 1- Introducción 2- Hardware de Código Abierto 3- Temperature and Speed Control Lab (TSC-LAB) 4- Códigos de ejemplo 5- Datasets 6- Publicaciones científicas 7- Proyectos 8- Cursos
  • 3. This is an initiative developed by FIEC-ESPOL professors. Temperature and Speed Control Lab (TSC-LAB) is an open-source hardware development. 1- Introducción https://tsc-lab.blogspot.com/
  • 4. 1- Introducción Adquisición, Control y Monitoreo de datos de temperatura y velocidad de motor DC en plataformas IoT. https://tsc-lab.blogspot.com/p/courses.html
  • 5. 2- Hardware de Código Abierto https://tsc-lab.blogspot.com/p/code.html
  • 6. 2- Hardware de Código Abierto •Open hardware Certification: https://certification.oshwa.org/ec000003.html •Blog: https://tsc-lab.blogspot.com/ https://tsc-lab.blogspot.com/p/code.html
  • 7. 3- Temperature and Speed Control Lab (TSC-LAB) TSC-Lab is an open-source hardware. Here are the technical specifications of how to use and connect the module, the detail of each component of the module without the need to include the schematics. https://tsc-lab.blogspot.com/p/data-sheet.html
  • 8. 3- Temperature and Speed Control Lab (TSC-LAB) Technical specifications: • Controller based on ESP32 • Peripherals and indicators for the user: Voltage test and ESP test. • 6.0 V DC motor with no-load speed: 7600RPM and current consumption of 23mA. • Motodriver L293D. • Optical encoder soldered on the PCB. • 3D printed disk coupled to the DC motor. • Two DS18B20 temperature sensors. • Two TIP31 transistors. • Power supply based on LM7805. • DC jack for external power supply (max. 9VDC). • External PCB power supply selector jumper / USB. • Double sided PCB 132.25 x 70.75cm. • 3mm thick translucent acrylic sheet. https://tsc-lab.blogspot.com/p/data-sheet.html
  • 9. 3- Temperature and Speed Control Lab (TSC-LAB) TSC-Lab modular design, based on Top - Down hardware design method: https://tsc-lab.blogspot.com/p/data-sheet.html
  • 10. 3- Temperature and Speed Control Lab (TSC-LAB) PCB (Top Layer): https://tsc-lab.blogspot.com/p/data-sheet.html
  • 11. 3- Temperature and Speed Control Lab (TSC-LAB) PCB (Bottom Layer): https://tsc-lab.blogspot.com/p/data-sheet.html
  • 12. 3- Temperature and Speed Control Lab (TSC-LAB) 3D printed parts: https://tsc-lab.blogspot.com/p/data-sheet.html
  • 13. 3- Temperature and Speed Control Lab (TSC-LAB) https://tsc-lab.blogspot.com/p/data-sheet.html
  • 14. 3- Temperature and Speed Control Lab (TSC-LAB) ● View Documentation: https://github.com/vasanza/TSC-Lab ● Download TSC-Lab design document: https://tsc-lab.blogspot.com/p/data-sheet.html
  • 15. 4- Códigos de ejemplo SOFTWARE USB DATA ACQUISITION - OPEN LOOP (Temperature Control Lab) USB DATA ACQUISITION - OPEN LOOP (Speed Control Lab) MATLAB DATA ACQUISITION (USB) SYSTEM IDENTIFICATION (Matlab) SISO PID CONTROLLER DESIGN (Matlab) CLOSED-LOOP WITH CONTROLLER IN MATLAB (*) OTHER TYPES OF CONNECTIONS (*) MQTT DATA ACQUISITION CLOSED-LOOP WITH CONTROLLER IN ESP32 MORE POWERFUL APPLICATIONS https://tsc-lab.blogspot.com/p/summary.html
  • 16. 4- Códigos de ejemplo SOFTWARE USB DATA ACQUISITION - OPEN LOOP (Temperature Control Lab) USB DATA ACQUISITION - OPEN LOOP (Speed Control Lab) MATLAB DATA ACQUISITION (USB) SYSTEM IDENTIFICATION (Matlab) SISO PID CONTROLLER DESIGN (Matlab) CLOSED-LOOP WITH CONTROLLER IN MATLAB (*) OTHER TYPES OF CONNECTIONS (*) MQTT DATA ACQUISITION CLOSED-LOOP WITH CONTROLLER IN ESP32 MORE POWERFUL APPLICATIONS https://tsc-lab.blogspot.com/p/summary.html
  • 17. 4- Códigos de ejemplo USB DATA ACQUISITION - OPEN LOOP (Temperature Control Lab) 1. Initial setups and tests 2. Ambient temperature reading using sensor 1 and 2 3. Activation of Transistor 1 and Reading of temperature sensor 1 and 2 4. Activation of Transistor 2 and Reading of temperature sensor 1 and 2 5. Activation of Transistor 1 and 2, also Reading of temperature sensor 1 and 2 https://tsc-lab.blogspot.com/p/summary.html
  • 18. 4- Códigos de ejemplo USB DATA ACQUISITION - OPEN LOOP (Temperature Control Lab) 1. Initial setups and tests 2. Ambient temperature reading using sensor 1 and 2 3. Activation of Transistor 1 and Reading of temperature sensor 1 and 2 4. Activation of Transistor 2 and Reading of temperature sensor 1 and 2 5. Activation of Transistor 1 and 2, also Reading of temperature sensor 1 and 2 https://tsc-lab.blogspot.com/p/summary.html
  • 19. 4- Códigos de ejemplo USB DATA ACQUISITION - OPEN LOOP (Temperature Control Lab) 1. Initial setups and tests 2. Ambient temperature reading using sensor 1 and 2 3. Activation of Transistor 1 and Reading of temperature sensor 1 and 2 4. Activation of Transistor 2 and Reading of temperature sensor 1 and 2 5. Activation of Transistor 1 and 2, also Reading of temperature sensor 1 and 2 https://tsc-lab.blogspot.com/p/summary.html
  • 20. 4- Códigos de ejemplo USB DATA ACQUISITION - OPEN LOOP (Temperature Control Lab) 1. Initial setups and tests 2. Ambient temperature reading using sensor 1 and 2 3. Activation of Transistor 1 and Reading of temperature sensor 1 and 2 4. Activation of Transistor 2 and Reading of temperature sensor 1 and 2 5. Activation of Transistor 1 and 2, also Reading of temperature sensor 1 and 2 https://tsc-lab.blogspot.com/p/summary.html
  • 21. 4- Códigos de ejemplo USB DATA ACQUISITION - OPEN LOOP (Speed Control Lab) 6. Initial setups and tests (ON/OFF) 7. Speed control using PWM 8. Motor direction control and Speed control 9. Encoder Implementation (RPM) 10. Data acquisition with square velocity input https://tsc-lab.blogspot.com/p/summary.html
  • 22. 4- Códigos de ejemplo USB DATA ACQUISITION - OPEN LOOP (Speed Control Lab) 6. Initial setups and tests (ON/OFF) 7. Speed control using PWM 8. Motor direction control and Speed control 9. Encoder Implementation (RPM) 10. Data acquisition with square velocity input https://tsc-lab.blogspot.com/p/summary.html
  • 23. 4- Códigos de ejemplo MATLAB DATA ACQUISITION (USB) 11. Temperature Control Lab 12. Speed Control Lab https://tsc-lab.blogspot.com/p/summary.html https://github.com/vasanza/TSC-Lab/tree/main/Practice11
  • 24. 4- Códigos de ejemplo MATLAB DATA ACQUISITION (USB) 11. Temperature Control Lab 12. Speed Control Lab https://tsc-lab.blogspot.com/p/summary.html https://github.com/vasanza/TSC-Lab/tree/main/Practice12
  • 25. 4- Códigos de ejemplo SYSTEM IDENTIFICATION (Matlab) 13. System 1, using temperature sensor 1 and transistor 1 or sensor 2 and transistor 2 14. System 2, using both temperature sensors and both transistors 15. System 3, using Motor https://tsc-lab.blogspot.com/p/summary.html https://github.com/vasanza/TSC-Lab/tree/main/Practice15
  • 26. 4- Códigos de ejemplo SYSTEM IDENTIFICATION (Matlab) 13. System 1, using temperature sensor 1 and transistor 1 or sensor 2 and transistor 2 14. System 2, using both temperature sensors and both transistors 15. System 3, using Motor https://tsc-lab.blogspot.com/p/summary.html https://github.com/vasanza/TSC-Lab/tree/main/Practice15
  • 27. 4- Códigos de ejemplo SISO PID CONTROLLER DESIGN (Matlab) 16. System 1, using temperature sensor 1 and transistor 1 or sensor 2 and transistor 2 17. System 2, using both temperature sensors and both transistors 18. System 3, using DC Motor https://tsc-lab.blogspot.com/p/summary.html
  • 28. 4- Códigos de ejemplo CLOSED-LOOP WITH CONTROLLER IN MATLAB 19. SISO using temperature sensor 1 and transistor 1 or sensor 2 and transistor 2 20. SISO using both temperature sensors and both transistors 21. SISO using DC Motor https://tsc-lab.blogspot.com/p/summary.html https://github.com/vasanza/TSC-Lab/tree/main/Practice21
  • 29. 4- Códigos de ejemplo OTHER TYPES OF CONNECTIONS 22. Wifi connection 23. ThingSpeak (Http) 24. NodeRed (USB) 25. NodeRed (Wifi) 26. NodeRed (Http) + Telegram 27. NodeRed (Http) + ThingSpeak https://tsc-lab.blogspot.com/p/summary.html
  • 30. 4- Códigos de ejemplo OTHER TYPES OF CONNECTIONS 22. Wifi connection 23. ThingSpeak (Http) 24. NodeRed (USB) 25. NodeRed (Wifi) 26. NodeRed (Http) + Telegram 27. NodeRed (Http) + ThingSpeak https://tsc-lab.blogspot.com/p/summary.html https://github.com/vasanza/TSC-Lab/tree/main/Practice23
  • 31. 4- Códigos de ejemplo OTHER TYPES OF CONNECTIONS 22. Wifi connection 23. ThingSpeak (Http) 24. NodeRed (USB) 25. NodeRed (Wifi) 26. NodeRed (Http) + Telegram 27. NodeRed (Http) + ThingSpeak https://tsc-lab.blogspot.com/p/summary.html https://github.com/vasanza/TSC-Lab/tree/main/Practice24
  • 32. 4- Códigos de ejemplo OTHER TYPES OF CONNECTIONS 22. Wifi connection 23. ThingSpeak (Http) 24. NodeRed (USB) 25. NodeRed (Wifi) 26. NodeRed (Http) + Telegram 27. NodeRed (Http) + ThingSpeak https://tsc-lab.blogspot.com/p/summary.html https://github.com/vasanza/TSC-Lab/tree/main/Practice25
  • 33. 4- Códigos de ejemplo OTHER TYPES OF CONNECTIONS 22. Wifi connection 23. ThingSpeak (Http) 24. NodeRed (USB) 25. NodeRed (Wifi) 26. NodeRed (Http) + Telegram 27. NodeRed (Http) + ThingSpeak https://tsc-lab.blogspot.com/p/summary.html
  • 34. 4- Códigos de ejemplo OTHER TYPES OF CONNECTIONS 22. Wifi connection 23. ThingSpeak (Http) 24. NodeRed (USB) 25. NodeRed (Wifi) 26. NodeRed (Http) + Telegram 27. NodeRed (Http) + ThingSpeak https://tsc-lab.blogspot.com/p/summary.html https://github.com/vasanza/TSC-Lab/tree/main/Practice27
  • 35. 4- Códigos de ejemplo MQTT DATA ACQUISITION 28. MQTT connection (MQTTLens) 29. MQTT Server (mydata-lab) 30. MQTT Server (mydata-lab) + Telegram https://tsc-lab.blogspot.com/p/summary.html https://github.com/vasanza/TSC-Lab/tree/main/Practice28
  • 36. 4- Códigos de ejemplo CLOSED-LOOP WITH CONTROLLER IN ESP32 31. SISO using temperature sensor 1 and transistor 1 or sensor 2 and transistor 2 32. SISO using both temperature sensors and both transistors 33. SISO using DC Motor https://tsc-lab.blogspot.com/p/summary.html
  • 37. 4- Códigos de ejemplo MORE POWERFUL APPLICATIONS 34. Using two core of ESP-32 35. Deep sleep to TSC-Lab 36. Motor Speed and Temperature Combination https://tsc-lab.blogspot.com/p/summary.html https://github.com/vasanza/TSC-Lab/tree/main/Practice34 https://lastminuteengineers.com/esp32-sleep-modes-power- consumption/
  • 38. 4- Códigos de ejemplo MORE POWERFUL APPLICATIONS 34. Using two core of ESP-32 35. Deep sleep to TSC-Lab 36. Motor Speed and Temperature Combination https://tsc-lab.blogspot.com/p/summary.html https://github.com/vasanza/TSC-Lab/tree/main/Practice35 https://lastminuteengineers.com/esp32-sleep-modes-power- consumption/
  • 39. 4- Códigos de ejemplo MORE POWERFUL APPLICATIONS 34. Using two core of ESP-32 35. Deep sleep to TSC-Lab 36. Motor Speed and Temperature Combination https://tsc-lab.blogspot.com/p/summary.html https://github.com/vasanza/TSC-Lab/tree/main/Practice35 https://lastminuteengineers.com/esp32-sleep-modes-power- consumption/
  • 40. 4- Códigos de ejemplo MORE POWERFUL APPLICATIONS 34. Using two core of ESP-32 35. Deep sleep to TSC-Lab 36. Motor Speed and Temperature Combination https://tsc-lab.blogspot.com/p/summary.html https://github.com/vasanza/TSC-Lab/tree/main/Practice35 https://lastminuteengineers.com/esp32-sleep-modes-power- consumption/
  • 41. 5- Datasets Víctor Asanza, Kevin Chica-Orellana, Jonathan Cagua, Douglas Plaza, César Martín, Diego Hernan Peluffo-Ordóñez, April 25, 2021, "Temperature and Speed Control Lab (TSC-Lab)", IEEE Dataport, doi: https://dx.doi.org/10.21227/8cty-6069.
  • 42. 5- Datasets Víctor Asanza, Kevin Chica-Orellana, Jonathan Cagua, Diego Hernan Peluffo-Ordóñez, July 13, 2021, "TSC-LAB", IEEE Dataport, doi: https://dx.doi.org/10.21227/pxtr-0a07.
  • 43. 6- Publicaciones científicas J. Capelo et al., "Raspberry Pi-based IoT for shrimp farms Real-time remote monitoring with automated system," 2021 International Conference on Applied Electronics (AE), 2021, pp. 1-4, doi: 10.23919/AE51540.2021.9542907.
  • 44. 6- Publicaciones científicas J. Capelo et al., "Raspberry Pi-based IoT for shrimp farms Real-time remote monitoring with automated system," 2021 International Conference on Applied Electronics (AE), 2021, pp. 1-4, doi: 10.23919/AE51540.2021.9542907.
  • 45. 6- Publicaciones científicas A. Maisincho-Jivaja et al., "Monitoring a turkey hatchery based on a cyber-physical system," 2021 International Conference on Applied Electronics (AE), 2021, pp. 1-6, doi: 10.23919/AE51540.2021.9542899.
  • 46. 6- Publicaciones científicas A. Maisincho-Jivaja et al., "Monitoring a turkey hatchery based on a cyber-physical system," 2021 International Conference on Applied Electronics (AE), 2021, pp. 1-6, doi: 10.23919/AE51540.2021.9542899.
  • 47. 6- Publicaciones científicas A. Maisincho-Jivaja et al., "Monitoring a turkey hatchery based on a cyber-physical system," 2021 International Conference on Applied Electronics (AE), 2021, pp. 1-6, doi: 10.23919/AE51540.2021.9542899.
  • 50. 8- Cursos ● Información: https://bit.ly/3F60qh7 ● Registro: https://lnkd.in/ebyhAfQs
  • 51. For more information Mail: vasanza@espol.edu.ec Web: www.vasanza.blogspot.com Facultad de Ingeniería en Electricidad y Computación, FIEC Escuela Superior Politécnica del Litoral, ESPOL Guayaquil, Ecuador