Robotics occupies an increasingly important place in our society. Numerous recent technological advancements are linked to the automation carried out through robotics and mechatronics, along with the development of autonomous and intelligent control systems. Regarding economy, robotics is equivalent to progress and development, both in the field of industry, agriculture, medicine, and communications. The countries and companies support robotics are able to improve their competitiveness and productivity levels.
A shared characteristic, and maybe the major potential of the robotics studies currently found in Spain is its connection to the industrial field of the influence zone of the degree.
Generally, the aim is to offer, to these settled or emerging industries, highly specialised automation opportunities, either ex-novo and a remodelling of the implied production process, or in prompt improvements of specific processes. Compared to export robotic machinery that is general in nature and that implies an adaptation of the process to the machinery, the professional graduated in robotics can offer and develop specific automation for the needs of the company. This also implies that the employment relationship of the graduate who offers these services for industrial optimization is, necessarily, long-term, since the maintenance of this highly specialized machinery can only be carried out by the person who designed it.
Robotics Degree (2nd Edition)
Duration:
4 academic years
RUCT code: 2503954
ECTS Number: 240
Seats number: 50
Dean or center director:
ROSA ROMERO FRANCO
rosa.romero [at] usc.es
Title coordinator:
Roberto Iglesias Rodriguez
roberto.iglesias.rodriguez [at] usc.es
Use languages:
Spanish, Galician
MECES Level: 2
Coordinator university:
University of Santiago de Compostela
Partaker universities:
University of Santiago de Compostela
Xunta de Galicia title implantation authorization date:
05/08/2019
BOE publication date:
08/07/2020
Last accreditation date:
28/01/2019
Cad. Expresión gráfica normalizada
- G4112101
- Basic Training
- First Semester
- 6 Credits
Fundamentos de programación
- G4112102
- Basic Training
- First Semester
- 6 Credits
Física I
- G4112103
- Basic Training
- First Semester
- 6 Credits
Matemáticas I
- G4112104
- Basic Training
- First Semester
- 6 Credits
Matemáticas II
- G4112105
- Basic Training
- First Semester
- 6 Credits
Algorítmica y estructuras de datos
- G4112106
- Basic Training
- Second Semester
- 6 Credits
Electrónica digital
- G4112107
- Basic Training
- Second Semester
- 6 Credits
Estadística
- G4112108
- Basic Training
- Second Semester
- 6 Credits
Física II
- G4112109
- Basic Training
- Second Semester
- 6 Credits
Proyectos integrados I
- G4112121
- Compulsory Credits
- Second Semester
- 6 Credits
Matemáticas III
- G4112201
- Basic Training
- First Semester
- 6 Credits
Fundamentos de automática
- G4112222
- Compulsory Credits
- First Semester
- 6 Credits
Mecanismos y sensores
- G4112223
- Compulsory Credits
- First Semester
- 6 Credits
Plataformas software en robótica
- G4112224
- Compulsory Credits
- First Semester
- 6 Credits
Tecnología eléctrica
- G4112225
- Compulsory Credits
- First Semester
- 6 Credits
Automatización
- G4112226
- Compulsory Credits
- Second Semester
- 6 Credits
Percepción y procesado de señales
- G4112227
- Compulsory Credits
- Second Semester
- 6 Credits
Proyectos integrados II
- G4112228
- Compulsory Credits
- Second Semester
- 6 Credits
Sistemas empotrados
- G4112229
- Compulsory Credits
- Second Semester
- 6 Credits
Teoría de control
- G4112230
- Compulsory Credits
- Second Semester
- 6 Credits
Agentes inteligentes
- G4112321
- Compulsory Credits
- First Semester
- 6 Credits
Redes y comunicaciones
- G4112322
- Compulsory Credits
- First Semester
- 6 Credits
Robótica industrial
- G4112323
- Compulsory Credits
- First Semester
- 6 Credits
Visión artificial
- G4112324
- Compulsory Credits
- First Semester
- 6 Credits
Aprendizaje automático
- G4112325
- Compulsory Credits
- Second Semester
- 6 Credits
Computación distribuida para sistemas multirrobot
- G4112326
- Compulsory Credits
- Second Semester
- 6 Credits
Robótica adaptativa
- G4112327
- Compulsory Credits
- Second Semester
- 6 Credits
Economía del sistema agroalimentario y forestal
- G4112341
- Elective Credits
- First Semester
- 6 Credits
Robótica aplicada al medio forestal y natural
- G4112342
- Elective Credits
- Second Semester
- 6 Credits
Smart water
- G4112343
- Elective Credits
- Second Semester
- 6 Credits
Teledetección mediante drones y satélites
- G4112344
- Elective Credits
- Second Semester
- 6 Credits
Visión artificial avanzada
- G4112345
- Elective Credits
- Second Semester
- 6 Credits
Fundamentos de emprendimiento y gestión empresarial
- G4112346
- Elective Credits
- First Semester
- 6 Credits
Interacción persona-robot
- G4112347
- Elective Credits
- First Semester
- 6 Credits
Agentes conversacionales
- G4112348
- Elective Credits
- Second Semester
- 6 Credits
Gestión de datos para robótica
- G4112349
- Elective Credits
- Second Semester
- 6 Credits
Tecnología y resistencia de materiales
- G4112350
- Elective Credits
- Second Semester
- 6 Credits
Electrónica Industrial
- G4112351
- Elective Credits
- First Semester
- 6 Credits
Robótica aérea
- G4112421
- Compulsory Credits
- First Semester
- 6 Credits
Robótica de servicios
- G4112422
- Compulsory Credits
- First Semester
- 6 Credits
Robótica móvil
- G4112423
- Compulsory Credits
- First Semester
- 6 Credits
Proyectos integrados III
- G4112424
- Compulsory Credits
- Second Semester
- 6 Credits
Prácticas externas. Sin Mención
- G4112425
- Compulsory Credits
- Work Placements in Companies for Degrees and Master's Degrees
- 12 Credits
Trabajo fin de grado. Sin Mención
- G4112426
- Compulsory Credits
- End of Degree Projects and End of Master's Degree Projects
- 12 Credits
Prácticas externas. Mención en Agro-Robótica
- G4112427
- Compulsory Credits
- Work Placements in Companies for Degrees and Master's Degrees
- 12 Credits
Trabajo fin de grado. Mención en Agro-Robótica
- G4112428
- Compulsory Credits
- End of Degree Projects and End of Master's Degree Projects
- 12 Credits
Agricultura inteligente
- G4112441
- Elective Credits
- First Semester
- 6 Credits
Plataformas robotizadas de uso agroforestal
- G4112442
- Elective Credits
- First Semester
- 6 Credits
Calidad y pruebas en robótica
- G4112443
- Elective Credits
- First Semester
- 6 Credits
Dispositivos y ecosistemas robotizados
- G4112444
- Elective Credits
- 6 Credits
Servicios web de sensores
- G4112445
- Elective Credits
- First Semester
- 6 Credits
Simulación gráfica con CAD de sistemas robotizados
- G4112446
- Elective Credits
- First Semester
- 6 Credits
The study plan of the Robotics Degree by the Universidade de Santiago de Compostela is conformed by 240 credits ECTS, distributed in 4 years of 60 credits ECTS each, that cover a total of eight semesters, including the compulsory internship and the elaboration of a final dissertation.
· Basic training: 60
· Compulsory: 126
· Optional: 30
· Compulsory Internship: 12
· Final Dissertation: 12
o Total: 240
Cad. Expresión gráfica normalizada
- G4112101
- Basic Training
- First Semester
- 6 Credits
Física I
- G4112103
- Basic Training
- First Semester
- 6 Credits
Electrónica digital
- G4112107
- Basic Training
- Second Semester
- 6 Credits
Física II
- G4112109
- Basic Training
- Second Semester
- 6 Credits
Fundamentos de programación
- G4112102
- Basic Training
- First Semester
- 6 Credits
Algorítmica y estructuras de datos
- G4112106
- Basic Training
- Second Semester
- 6 Credits
Matemáticas I
- G4112104
- Basic Training
- First Semester
- 6 Credits
Matemáticas II
- G4112105
- Basic Training
- First Semester
- 6 Credits
Estadística
- G4112108
- Basic Training
- Second Semester
- 6 Credits
Matemáticas III
- G4112201
- Basic Training
- First Semester
- 6 Credits
Fundamentos de automática
- G4112222
- Compulsory Credits
- First Semester
- 6 Credits
Tecnología eléctrica
- G4112225
- Compulsory Credits
- First Semester
- 6 Credits
Automatización
- G4112226
- Compulsory Credits
- Second Semester
- 6 Credits
Teoría de control
- G4112230
- Compulsory Credits
- Second Semester
- 6 Credits
Sistemas empotrados
- G4112229
- Compulsory Credits
- Second Semester
- 6 Credits
Redes y comunicaciones
- G4112322
- Compulsory Credits
- First Semester
- 6 Credits
Agentes inteligentes
- G4112321
- Compulsory Credits
- First Semester
- 6 Credits
Aprendizaje automático
- G4112325
- Compulsory Credits
- Second Semester
- 6 Credits
Robótica adaptativa
- G4112327
- Compulsory Credits
- Second Semester
- 6 Credits
Proyectos integrados I
- G4112121
- Compulsory Credits
- Second Semester
- 6 Credits
Mecanismos y sensores
- G4112223
- Compulsory Credits
- First Semester
- 6 Credits
Plataformas software en robótica
- G4112224
- Compulsory Credits
- First Semester
- 6 Credits
Proyectos integrados II
- G4112228
- Compulsory Credits
- Second Semester
- 6 Credits
Robótica industrial
- G4112323
- Compulsory Credits
- First Semester
- 6 Credits
Computación distribuida para sistemas multirrobot
- G4112326
- Compulsory Credits
- Second Semester
- 6 Credits
Robótica aérea
- G4112421
- Compulsory Credits
- First Semester
- 6 Credits
Robótica de servicios
- G4112422
- Compulsory Credits
- First Semester
- 6 Credits
Robótica móvil
- G4112423
- Compulsory Credits
- First Semester
- 6 Credits
Proyectos integrados III
- G4112424
- Compulsory Credits
- Second Semester
- 6 Credits
Percepción y procesado de señales
- G4112227
- Compulsory Credits
- Second Semester
- 6 Credits
Visión artificial
- G4112324
- Compulsory Credits
- First Semester
- 6 Credits
Economía del sistema agroalimentario y forestal
- G4112341
- Elective Credits
- First Semester
- 6 Credits
Robótica aplicada al medio forestal y natural
- G4112342
- Elective Credits
- Second Semester
- 6 Credits
Smart water
- G4112343
- Elective Credits
- Second Semester
- 6 Credits
Teledetección mediante drones y satélites
- G4112344
- Elective Credits
- Second Semester
- 6 Credits
Prácticas externas. Mención en Agro-Robótica
- G4112427
- Compulsory Credits
- Work Placements in Companies for Degrees and Master's Degrees
- 12 Credits
Trabajo fin de grado. Mención en Agro-Robótica
- G4112428
- Compulsory Credits
- End of Degree Projects and End of Master's Degree Projects
- 12 Credits
Agricultura inteligente
- G4112441
- Elective Credits
- First Semester
- 6 Credits
Plataformas robotizadas de uso agroforestal
- G4112442
- Elective Credits
- First Semester
- 6 Credits
Visión artificial avanzada
- G4112345
- Elective Credits
- Second Semester
- 6 Credits
Fundamentos de emprendimiento y gestión empresarial
- G4112346
- Elective Credits
- First Semester
- 6 Credits
Interacción persona-robot
- G4112347
- Elective Credits
- First Semester
- 6 Credits
Agentes conversacionales
- G4112348
- Elective Credits
- Second Semester
- 6 Credits
Gestión de datos para robótica
- G4112349
- Elective Credits
- Second Semester
- 6 Credits
Tecnología y resistencia de materiales
- G4112350
- Elective Credits
- Second Semester
- 6 Credits
Electrónica Industrial
- G4112351
- Elective Credits
- First Semester
- 6 Credits
Calidad y pruebas en robótica
- G4112443
- Elective Credits
- First Semester
- 6 Credits
Dispositivos y ecosistemas robotizados
- G4112444
- Elective Credits
- 6 Credits
Servicios web de sensores
- G4112445
- Elective Credits
- First Semester
- 6 Credits
Simulación gráfica con CAD de sistemas robotizados
- G4112446
- Elective Credits
- First Semester
- 6 Credits
Prácticas externas. Sin Mención
- G4112425
- Compulsory Credits
- Work Placements in Companies for Degrees and Master's Degrees
- 12 Credits
Trabajo fin de grado. Sin Mención
- G4112426
- Compulsory Credits
- End of Degree Projects and End of Master's Degree Projects
- 12 Credits
Reconocimiento de créditos optativos sin equivalencia en el grado
- G4112RNOEQUIV00
- Elective Credits
- 1 Credits
The subjects of the degree are divided into the following modules:
· Graphic expression
· Physics
· Computing
· Mathematics
· Automatics
· Communication and systems
· Computational Intelligence
· Robotics
· Sensor systems
The degree includes the possibility of carrying out the mention in Agro-robotics or to graduate without specialization. In order to obtain the specialization the student must complete the optional module (30 ECTS) in subjects of the module, as well as completing the internship and the final dissertation in topics related to robotics applied to the agricultural or forestry sector.
The recommended entry profile is high school students (Science and Technology modality) or higher training cycles in the field of electronics and automation.
The recommended entry profile is high school students (Science and Technology modality) or higher training cycles in the field of electronics and automation.
The Higher Polytechnic School of Engineering’s Tutorial Action Plan presents a set of actions that aim to guide, orient and accompany students during their university studies.
https://www.usc.gal/gl/centro/escola-politecnica-superior-enxenaria/pla…
When a degree suspension occurs, the USC guarantees the adequate development of teachings that were initiated by their students until its suspension. For that, the Government Council approves the criteria related with the admission of new degree entry registration and the gradual suspension of teaching impartation, among others.
If the suspended degree is substituted for a similar one —modifying the nature of the degree—, the new degree regulations will set the conditions to facilitate students the continuity of the new degree’s studies. These regulations will also set subject equivalences in both programs.
The entrance tests to the three Galician universities (Baccalaureate Evaluation for access to the University (ABAU) and for people over 25 and 45 years old) are organized by the Interuniversity Commission of Galicia (CIUG). To apply for a place, students must meet one of the following access requirements established in article 3 of RD 412/2014:
• Have a high school diploma or equivalent and pass the university entrance test.
• Meet the requirements for access to university in the educational systems of Member States of the European Union or other States with which Spain has signed international agreements on this matter.
• Have passed the university entrance test for those over 25 years of age, for those over 40 years of age with work or professional experience or the test for those over 45 years of age.
• Possess a degree in higher vocational training, teaching of plastic arts and design or higher sports technician, or equivalent qualifications.
• Have an official university degree, master's degree or a title corresponding to the previous organization of university education (university diploma, technical architect, technical engineer, graduate, architect, engineer) or equivalent titles.
• Have completed partial foreign or Spanish university studies, or who, upon completing foreign university studies, have not obtained their homologation in Spain and wish to continue studies at a Spanish university. In this case, it will be an essential requirement that the corresponding university recognize at least 30 ECTS credits.
• Be able to access the university according to educational regulations prior to Organic Law 8/2013, not included in the previous sections.
In general, there are the following access routes to the University:
- University access test (ABAU) Once you have finished high school, in order to access a university degree, you must pass the Baccalaureate Evaluation for access to the University.
https://ciug.gal/gal/abau
- Access from Vocational Training If you have an official title of higher vocational training technician, higher plastic arts and design technician or higher sports technician, or titles, diplomas or studies declared equivalent or approved in the Spanish educational system, you can access to study a degree at the university. Applications will be ordered according to the average grade of the higher technical degree completed out of a maximum of 10. If you wish to improve your admission grade for degree studies, you can take the voluntary part of the ABAU test.
https://www.usc.es/export9/sites/webinstitucional/gl/servizos/oiu/desca…
- Access test for people over 25 years of age This test can be taken by people who are over 25 years of age in the year in which the test is held and who do not have any academic qualifications that give access to the university through another means.
- People over 45 years of age Those over 45 years of age can study official degree qualifications after passing an adapted entrance test.
- Access over 40 through validation of work experience.
Access for people over 40 years of age to the Degree in Robotics Engineering through validation of the professional experience that has been designed will be carried out taking into account the suitable professional profiles and the personal interview.
The level of professional qualification required of the applicant will be that corresponding to the professional qualifications of the professional families and levels of the National Catalogue of Professional Qualifications (CNCP), prepared by the National Institute of Qualifications (INCUAL).
The following list of professional families and levels with access to the degree in Robotics Engineering has been established by the University:
List of professional family members and levels with access to the degree
· Electricity and electronics: levels 2 and 3.
· Energy and water: levels 2 and 3.
· Mechanical manufacturing: levels 2 and 3.
· Computer science and communications: levels 2 and 3.
· Facilities and maintenance: levels 2 and 3.
· Vehicle transportation and maintenance: levels 2 and 3.
El objetivo del grado en Ingeniería Robótica es proporcionar una formación sólida a los alumnos que los capacite para trabajar en ámbitos altamente especializados relacionados con la robótica.
Se espera que los estudiantes desarrollen capacidades para diseñar soluciones innovadoras basadas en un sólido conocimiento teórico y con la aplicación de las nuevas tecnologías.
Objetivos formativos de las menciones
El principal objetivo formativo de la mención de AgroRobótica es proporcionar una formación sólida a los alumnos que les permita trabajar en la modernización de los sectores primarios gallegos (agricultura, pesca, ganadería y forestal) de cara a una mejora sostenible de los indicadores de eficiencia y rentabilidad de las explotaciones y la generación de productos y servicios innovadores.
Comp01. - Adquirir la capacidad y las técnicas de representación gráfica para el diseño e interpretación de planos y esquemas.
Comp02. - Analizar, diseñar, representar y programar algoritmos, y manejo de las estructuras de datos adecuadas para la resolución de problemas en el ámbito de la robótica.
Comp03. - Entender y saber aplicar en problemas de ingeniería los fundamentos físicos en los que se basa la ingeniería de la robótica: estática, cinemática, dinámica, electromagnetismo y circuitos eléctricos y electrónicos.
Comp04. - Capacidad de entender, y aplicar a diversos problemas de ingeniería robótica, los fundamentos matemáticos acerca de: álgebra lineal, geometría, cálculo diferencial e integral, ecuaciones diferenciales, funciones de variable compleja, métodos numéricos, cálculo de probabilidades y estadística.
Comp05. - Conocer los fundamentos y aplicaciones de la electrónica digital y microprocesadores.
Comp06. - Diseñar, construir robots y programar robots móviles.
Comp07. - Analizar y entender la configuración de un sistema de control automático para proceder a su modificación o actualización mediante las técnicas que permitan diseñar, configurar y ajustar controladores.
Comp08. - Conocer los sensores habituales en robótica y los métodos y técnicas para el tratamiento de la información captada.
Comp09. - Capacidad de aplicar sistemas de navegación, localización y construcción de mapas en robots, y estar al corriente de las nuevas tendencias en robótica.
Comp10. - Conocer fundamentos de electrotecnia y entender el funcionamiento de las máquinas eléctricas, especialmente motores de CA/CC, y conocer cuáles son las fuentes de energía más adecuadas para robots fijos o autónomos.
Comp11. - Aplicar las funciones y la programación de autómatas en el campo de la robótica.
Comp15. - Conocer las técnicas de inteligencia artificial utilizadas en robótica industrial y de servicios, saber cómo utilizarlas en aplicaciones robóticas fijas y móviles.
Comp12. - Programar diferentes técnicas de análisis, procesado y detección de patrones en distintos tipos de señales temporales.
Comp13. - Utilizar e integrar sistemas operativos y sistemas empotrados explotando sus características de multitarea o comunicación entre aplicaciones.
Comp14. - Capacidad de conocer e implementar métodos de extracción de características a partir de la información percibida por cámaras y sensores 3D al desarrollo de aplicaciones en robots y sistemas inteligentes.
Comp16. - Utilizar e implementar métodos de reconocimiento de patrones y de aprendizaje computacional en el análisis de datos sensoriales y para la toma de decisiones en sistemas robóticos.
Comp17. - Aplicar los principios de arquitecturas de red, protocolos y tecnologías de redes para aplicaciones robóticas.
Comp18. - Conocer los distintos tipos de control para diseñar, analizar y programar sistemas robóticos.
Comp19. - Tener capacidad para diseñar y proyectar sistemas robóticos y su implantación industrial y en el ámbito de los servicios.
Comp20. - Entender y saber programar las técnicas de análisis, procesado y detección de patrones nos distintos tipos de señales procedentes de diferentes sensores y cámaras.
Comp21. - Ser capaz de establecer sistemas robóticos cooperativos y multirrobot aplicando las técnicas adecuadas.
Comp22. - Diseñar, construir y programar robots aéreos.
Comp23. - Capacidad de diseñar robots y sistemas inteligentes orientados a la interacción con personas, y adaptados a entornos domésticos y urbanos.
Comp24.PE - Capacidad para adaptar y aplicar en el ámbito profesional un subconjunto significativo de las competencias adquiridas en este título de Grado.
Comp25.TFG - Desarrollo de las capacidades adecuadas para realizar un ejercicio original individual, presentarlo y defenderlo ante un tribunal universitario, consistente en un proyecto en el ámbito de las tecnologías específicas del campo de la Robótica de naturaleza profesional en el que se sinteticen e integren las competencias adquiridas en las enseñanzas.
Comp26. - Capacidad de diseñar robots, sistemas inteligentes, o decidir sobre sensores y actuadores, en base a la aplicación, requisitos, y condiciones de contorno.
Comp27. - Conocer y entender las técnicas para detección, reconocimiento o seguimiento de elementos dentro del entorno de un robot, y saber utilizar o desarrollar algoritmos para poner en marcha esas técnicas.
Comp28. - Adquirir la capacidad y las técnicas de representación gráfica para la optimización del diseño y simulación de sistemas robotizados.
CAMPO INSUFICIENTE
CAMPO INSUFICIENTE
Mobility
Student mobility is regulated through the “Regulation of inter-university exchange.” Exchange programmes are managed through the International Relations Office, such as national exchange programmes (SICUE) as well as Europeans (ERASMUS) and from outside the European Union (exchanges with Latin American countries or English-speaking countries):
https://www.usc.gal/gl/servizos/area/internacional
Internships
The student must take a total of 12 ECTS credits of company internships, in which they will put into practice the competencies, skills and knowledge acquired in the degree. The student will be able to choose between one of the more than 500 companies with an agreement with the EPS of Engineering that currently exist or propose another typology, it being necessary to sign an agreement between the USC and the company. During the development of their internship in a company, the student will have an academic tutor, a teacher of the degree, and a professional tutor, belonging to the company. The complete list of companies and institutions with an agreement with the EPSE for carrying out external internships can be consulted on the centre’s website:
https://www.usc.gal/es/centro/escuela-politecnica-superior-ingenieria/p…
In addition, both teachers and students may propose new agreements between the USC and other companies or institutions, it being necessary that they be signed before the students join.
This degree is oriented to the training of students in high specialised fields within Robotics, Automatics, Communication, Computer Intelligence and Sensory Systems.
In regard to the career opportunities, the robotics professionals often find job positions in the development of a highly specialised robotisation of the producing processes in the fields of industry and services.
With a teaching load of 12 ECTS, the Final Dissertation may be presented and defended when the students have completed all the other credits necessary to obtain the degree, that is, 228 ECTS.
Duration:
4 academic years
RUCT code: 2503954
ECTS Number: 240
Seats number: 50
Dean or center director:
ROSA ROMERO FRANCO
rosa.romero [at] usc.es
Title coordinator:
Roberto Iglesias Rodriguez
roberto.iglesias.rodriguez [at] usc.es
Use languages:
Spanish, Galician
MECES Level: 2
Coordinator university:
University of Santiago de Compostela
Partaker universities:
University of Santiago de Compostela
Xunta de Galicia title implantation authorization date:
05/08/2019
BOE publication date:
08/07/2020
Last accreditation date:
28/01/2019
Cad. Expresión gráfica normalizada
- G4112101
- Basic Training
- First Semester
- 6 Credits
Fundamentos de programación
- G4112102
- Basic Training
- First Semester
- 6 Credits
Física I
- G4112103
- Basic Training
- First Semester
- 6 Credits
Matemáticas I
- G4112104
- Basic Training
- First Semester
- 6 Credits
Matemáticas II
- G4112105
- Basic Training
- First Semester
- 6 Credits
Algorítmica y estructuras de datos
- G4112106
- Basic Training
- Second Semester
- 6 Credits
Electrónica digital
- G4112107
- Basic Training
- Second Semester
- 6 Credits
Estadística
- G4112108
- Basic Training
- Second Semester
- 6 Credits
Física II
- G4112109
- Basic Training
- Second Semester
- 6 Credits
Proyectos integrados I
- G4112121
- Compulsory Credits
- Second Semester
- 6 Credits
Matemáticas III
- G4112201
- Basic Training
- First Semester
- 6 Credits
Fundamentos de automática
- G4112222
- Compulsory Credits
- First Semester
- 6 Credits
Mecanismos y sensores
- G4112223
- Compulsory Credits
- First Semester
- 6 Credits
Plataformas software en robótica
- G4112224
- Compulsory Credits
- First Semester
- 6 Credits
Tecnología eléctrica
- G4112225
- Compulsory Credits
- First Semester
- 6 Credits
Automatización
- G4112226
- Compulsory Credits
- Second Semester
- 6 Credits
Percepción y procesado de señales
- G4112227
- Compulsory Credits
- Second Semester
- 6 Credits
Proyectos integrados II
- G4112228
- Compulsory Credits
- Second Semester
- 6 Credits
Sistemas empotrados
- G4112229
- Compulsory Credits
- Second Semester
- 6 Credits
Teoría de control
- G4112230
- Compulsory Credits
- Second Semester
- 6 Credits
Agentes inteligentes
- G4112321
- Compulsory Credits
- First Semester
- 6 Credits
Redes y comunicaciones
- G4112322
- Compulsory Credits
- First Semester
- 6 Credits
Robótica industrial
- G4112323
- Compulsory Credits
- First Semester
- 6 Credits
Visión artificial
- G4112324
- Compulsory Credits
- First Semester
- 6 Credits
Aprendizaje automático
- G4112325
- Compulsory Credits
- Second Semester
- 6 Credits
Computación distribuida para sistemas multirrobot
- G4112326
- Compulsory Credits
- Second Semester
- 6 Credits
Robótica adaptativa
- G4112327
- Compulsory Credits
- Second Semester
- 6 Credits
Economía del sistema agroalimentario y forestal
- G4112341
- Elective Credits
- First Semester
- 6 Credits
Robótica aplicada al medio forestal y natural
- G4112342
- Elective Credits
- Second Semester
- 6 Credits
Smart water
- G4112343
- Elective Credits
- Second Semester
- 6 Credits
Teledetección mediante drones y satélites
- G4112344
- Elective Credits
- Second Semester
- 6 Credits
Visión artificial avanzada
- G4112345
- Elective Credits
- Second Semester
- 6 Credits
Fundamentos de emprendimiento y gestión empresarial
- G4112346
- Elective Credits
- First Semester
- 6 Credits
Interacción persona-robot
- G4112347
- Elective Credits
- First Semester
- 6 Credits
Agentes conversacionales
- G4112348
- Elective Credits
- Second Semester
- 6 Credits
Gestión de datos para robótica
- G4112349
- Elective Credits
- Second Semester
- 6 Credits
Tecnología y resistencia de materiales
- G4112350
- Elective Credits
- Second Semester
- 6 Credits
Electrónica Industrial
- G4112351
- Elective Credits
- First Semester
- 6 Credits
Robótica aérea
- G4112421
- Compulsory Credits
- First Semester
- 6 Credits
Robótica de servicios
- G4112422
- Compulsory Credits
- First Semester
- 6 Credits
Robótica móvil
- G4112423
- Compulsory Credits
- First Semester
- 6 Credits
Proyectos integrados III
- G4112424
- Compulsory Credits
- Second Semester
- 6 Credits
Prácticas externas. Sin Mención
- G4112425
- Compulsory Credits
- Work Placements in Companies for Degrees and Master's Degrees
- 12 Credits
Trabajo fin de grado. Sin Mención
- G4112426
- Compulsory Credits
- End of Degree Projects and End of Master's Degree Projects
- 12 Credits
Prácticas externas. Mención en Agro-Robótica
- G4112427
- Compulsory Credits
- Work Placements in Companies for Degrees and Master's Degrees
- 12 Credits
Trabajo fin de grado. Mención en Agro-Robótica
- G4112428
- Compulsory Credits
- End of Degree Projects and End of Master's Degree Projects
- 12 Credits
Agricultura inteligente
- G4112441
- Elective Credits
- First Semester
- 6 Credits
Plataformas robotizadas de uso agroforestal
- G4112442
- Elective Credits
- First Semester
- 6 Credits
Calidad y pruebas en robótica
- G4112443
- Elective Credits
- First Semester
- 6 Credits
Dispositivos y ecosistemas robotizados
- G4112444
- Elective Credits
- 6 Credits
Servicios web de sensores
- G4112445
- Elective Credits
- First Semester
- 6 Credits
Simulación gráfica con CAD de sistemas robotizados
- G4112446
- Elective Credits
- First Semester
- 6 Credits
The study plan of the Robotics Degree by the Universidade de Santiago de Compostela is conformed by 240 credits ECTS, distributed in 4 years of 60 credits ECTS each, that cover a total of eight semesters, including the compulsory internship and the elaboration of a final dissertation.
· Basic training: 60
· Compulsory: 126
· Optional: 30
· Compulsory Internship: 12
· Final Dissertation: 12
o Total: 240
Cad. Expresión gráfica normalizada
- G4112101
- Basic Training
- First Semester
- 6 Credits
Física I
- G4112103
- Basic Training
- First Semester
- 6 Credits
Electrónica digital
- G4112107
- Basic Training
- Second Semester
- 6 Credits
Física II
- G4112109
- Basic Training
- Second Semester
- 6 Credits
Fundamentos de programación
- G4112102
- Basic Training
- First Semester
- 6 Credits
Algorítmica y estructuras de datos
- G4112106
- Basic Training
- Second Semester
- 6 Credits
Matemáticas I
- G4112104
- Basic Training
- First Semester
- 6 Credits
Matemáticas II
- G4112105
- Basic Training
- First Semester
- 6 Credits
Estadística
- G4112108
- Basic Training
- Second Semester
- 6 Credits
Matemáticas III
- G4112201
- Basic Training
- First Semester
- 6 Credits
Fundamentos de automática
- G4112222
- Compulsory Credits
- First Semester
- 6 Credits
Tecnología eléctrica
- G4112225
- Compulsory Credits
- First Semester
- 6 Credits
Automatización
- G4112226
- Compulsory Credits
- Second Semester
- 6 Credits
Teoría de control
- G4112230
- Compulsory Credits
- Second Semester
- 6 Credits
Sistemas empotrados
- G4112229
- Compulsory Credits
- Second Semester
- 6 Credits
Redes y comunicaciones
- G4112322
- Compulsory Credits
- First Semester
- 6 Credits
Agentes inteligentes
- G4112321
- Compulsory Credits
- First Semester
- 6 Credits
Aprendizaje automático
- G4112325
- Compulsory Credits
- Second Semester
- 6 Credits
Robótica adaptativa
- G4112327
- Compulsory Credits
- Second Semester
- 6 Credits
Proyectos integrados I
- G4112121
- Compulsory Credits
- Second Semester
- 6 Credits
Mecanismos y sensores
- G4112223
- Compulsory Credits
- First Semester
- 6 Credits
Plataformas software en robótica
- G4112224
- Compulsory Credits
- First Semester
- 6 Credits
Proyectos integrados II
- G4112228
- Compulsory Credits
- Second Semester
- 6 Credits
Robótica industrial
- G4112323
- Compulsory Credits
- First Semester
- 6 Credits
Computación distribuida para sistemas multirrobot
- G4112326
- Compulsory Credits
- Second Semester
- 6 Credits
Robótica aérea
- G4112421
- Compulsory Credits
- First Semester
- 6 Credits
Robótica de servicios
- G4112422
- Compulsory Credits
- First Semester
- 6 Credits
Robótica móvil
- G4112423
- Compulsory Credits
- First Semester
- 6 Credits
Proyectos integrados III
- G4112424
- Compulsory Credits
- Second Semester
- 6 Credits
Percepción y procesado de señales
- G4112227
- Compulsory Credits
- Second Semester
- 6 Credits
Visión artificial
- G4112324
- Compulsory Credits
- First Semester
- 6 Credits
Economía del sistema agroalimentario y forestal
- G4112341
- Elective Credits
- First Semester
- 6 Credits
Robótica aplicada al medio forestal y natural
- G4112342
- Elective Credits
- Second Semester
- 6 Credits
Smart water
- G4112343
- Elective Credits
- Second Semester
- 6 Credits
Teledetección mediante drones y satélites
- G4112344
- Elective Credits
- Second Semester
- 6 Credits
Prácticas externas. Mención en Agro-Robótica
- G4112427
- Compulsory Credits
- Work Placements in Companies for Degrees and Master's Degrees
- 12 Credits
Trabajo fin de grado. Mención en Agro-Robótica
- G4112428
- Compulsory Credits
- End of Degree Projects and End of Master's Degree Projects
- 12 Credits
Agricultura inteligente
- G4112441
- Elective Credits
- First Semester
- 6 Credits
Plataformas robotizadas de uso agroforestal
- G4112442
- Elective Credits
- First Semester
- 6 Credits
Visión artificial avanzada
- G4112345
- Elective Credits
- Second Semester
- 6 Credits
Fundamentos de emprendimiento y gestión empresarial
- G4112346
- Elective Credits
- First Semester
- 6 Credits
Interacción persona-robot
- G4112347
- Elective Credits
- First Semester
- 6 Credits
Agentes conversacionales
- G4112348
- Elective Credits
- Second Semester
- 6 Credits
Gestión de datos para robótica
- G4112349
- Elective Credits
- Second Semester
- 6 Credits
Tecnología y resistencia de materiales
- G4112350
- Elective Credits
- Second Semester
- 6 Credits
Electrónica Industrial
- G4112351
- Elective Credits
- First Semester
- 6 Credits
Calidad y pruebas en robótica
- G4112443
- Elective Credits
- First Semester
- 6 Credits
Dispositivos y ecosistemas robotizados
- G4112444
- Elective Credits
- 6 Credits
Servicios web de sensores
- G4112445
- Elective Credits
- First Semester
- 6 Credits
Simulación gráfica con CAD de sistemas robotizados
- G4112446
- Elective Credits
- First Semester
- 6 Credits
Prácticas externas. Sin Mención
- G4112425
- Compulsory Credits
- Work Placements in Companies for Degrees and Master's Degrees
- 12 Credits
Trabajo fin de grado. Sin Mención
- G4112426
- Compulsory Credits
- End of Degree Projects and End of Master's Degree Projects
- 12 Credits
Reconocimiento de créditos optativos sin equivalencia en el grado
- G4112RNOEQUIV00
- Elective Credits
- 1 Credits
The subjects of the degree are divided into the following modules:
· Graphic expression
· Physics
· Computing
· Mathematics
· Automatics
· Communication and systems
· Computational Intelligence
· Robotics
· Sensor systems
The degree includes the possibility of carrying out the mention in Agro-robotics or to graduate without specialization. In order to obtain the specialization the student must complete the optional module (30 ECTS) in subjects of the module, as well as completing the internship and the final dissertation in topics related to robotics applied to the agricultural or forestry sector.
The recommended entry profile is high school students (Science and Technology modality) or higher training cycles in the field of electronics and automation.
The recommended entry profile is high school students (Science and Technology modality) or higher training cycles in the field of electronics and automation.
The Higher Polytechnic School of Engineering’s Tutorial Action Plan presents a set of actions that aim to guide, orient and accompany students during their university studies.
https://www.usc.gal/gl/centro/escola-politecnica-superior-enxenaria/pla…
When a degree suspension occurs, the USC guarantees the adequate development of teachings that were initiated by their students until its suspension. For that, the Government Council approves the criteria related with the admission of new degree entry registration and the gradual suspension of teaching impartation, among others.
If the suspended degree is substituted for a similar one —modifying the nature of the degree—, the new degree regulations will set the conditions to facilitate students the continuity of the new degree’s studies. These regulations will also set subject equivalences in both programs.
The entrance tests to the three Galician universities (Baccalaureate Evaluation for access to the University (ABAU) and for people over 25 and 45 years old) are organized by the Interuniversity Commission of Galicia (CIUG). To apply for a place, students must meet one of the following access requirements established in article 3 of RD 412/2014:
• Have a high school diploma or equivalent and pass the university entrance test.
• Meet the requirements for access to university in the educational systems of Member States of the European Union or other States with which Spain has signed international agreements on this matter.
• Have passed the university entrance test for those over 25 years of age, for those over 40 years of age with work or professional experience or the test for those over 45 years of age.
• Possess a degree in higher vocational training, teaching of plastic arts and design or higher sports technician, or equivalent qualifications.
• Have an official university degree, master's degree or a title corresponding to the previous organization of university education (university diploma, technical architect, technical engineer, graduate, architect, engineer) or equivalent titles.
• Have completed partial foreign or Spanish university studies, or who, upon completing foreign university studies, have not obtained their homologation in Spain and wish to continue studies at a Spanish university. In this case, it will be an essential requirement that the corresponding university recognize at least 30 ECTS credits.
• Be able to access the university according to educational regulations prior to Organic Law 8/2013, not included in the previous sections.
In general, there are the following access routes to the University:
- University access test (ABAU) Once you have finished high school, in order to access a university degree, you must pass the Baccalaureate Evaluation for access to the University.
https://ciug.gal/gal/abau
- Access from Vocational Training If you have an official title of higher vocational training technician, higher plastic arts and design technician or higher sports technician, or titles, diplomas or studies declared equivalent or approved in the Spanish educational system, you can access to study a degree at the university. Applications will be ordered according to the average grade of the higher technical degree completed out of a maximum of 10. If you wish to improve your admission grade for degree studies, you can take the voluntary part of the ABAU test.
https://www.usc.es/export9/sites/webinstitucional/gl/servizos/oiu/desca…
- Access test for people over 25 years of age This test can be taken by people who are over 25 years of age in the year in which the test is held and who do not have any academic qualifications that give access to the university through another means.
- People over 45 years of age Those over 45 years of age can study official degree qualifications after passing an adapted entrance test.
- Access over 40 through validation of work experience.
Access for people over 40 years of age to the Degree in Robotics Engineering through validation of the professional experience that has been designed will be carried out taking into account the suitable professional profiles and the personal interview.
The level of professional qualification required of the applicant will be that corresponding to the professional qualifications of the professional families and levels of the National Catalogue of Professional Qualifications (CNCP), prepared by the National Institute of Qualifications (INCUAL).
The following list of professional families and levels with access to the degree in Robotics Engineering has been established by the University:
List of professional family members and levels with access to the degree
· Electricity and electronics: levels 2 and 3.
· Energy and water: levels 2 and 3.
· Mechanical manufacturing: levels 2 and 3.
· Computer science and communications: levels 2 and 3.
· Facilities and maintenance: levels 2 and 3.
· Vehicle transportation and maintenance: levels 2 and 3.
El objetivo del grado en Ingeniería Robótica es proporcionar una formación sólida a los alumnos que los capacite para trabajar en ámbitos altamente especializados relacionados con la robótica.
Se espera que los estudiantes desarrollen capacidades para diseñar soluciones innovadoras basadas en un sólido conocimiento teórico y con la aplicación de las nuevas tecnologías.
Objetivos formativos de las menciones
El principal objetivo formativo de la mención de AgroRobótica es proporcionar una formación sólida a los alumnos que les permita trabajar en la modernización de los sectores primarios gallegos (agricultura, pesca, ganadería y forestal) de cara a una mejora sostenible de los indicadores de eficiencia y rentabilidad de las explotaciones y la generación de productos y servicios innovadores.
Comp01. - Adquirir la capacidad y las técnicas de representación gráfica para el diseño e interpretación de planos y esquemas.
Comp02. - Analizar, diseñar, representar y programar algoritmos, y manejo de las estructuras de datos adecuadas para la resolución de problemas en el ámbito de la robótica.
Comp03. - Entender y saber aplicar en problemas de ingeniería los fundamentos físicos en los que se basa la ingeniería de la robótica: estática, cinemática, dinámica, electromagnetismo y circuitos eléctricos y electrónicos.
Comp04. - Capacidad de entender, y aplicar a diversos problemas de ingeniería robótica, los fundamentos matemáticos acerca de: álgebra lineal, geometría, cálculo diferencial e integral, ecuaciones diferenciales, funciones de variable compleja, métodos numéricos, cálculo de probabilidades y estadística.
Comp05. - Conocer los fundamentos y aplicaciones de la electrónica digital y microprocesadores.
Comp06. - Diseñar, construir robots y programar robots móviles.
Comp07. - Analizar y entender la configuración de un sistema de control automático para proceder a su modificación o actualización mediante las técnicas que permitan diseñar, configurar y ajustar controladores.
Comp08. - Conocer los sensores habituales en robótica y los métodos y técnicas para el tratamiento de la información captada.
Comp09. - Capacidad de aplicar sistemas de navegación, localización y construcción de mapas en robots, y estar al corriente de las nuevas tendencias en robótica.
Comp10. - Conocer fundamentos de electrotecnia y entender el funcionamiento de las máquinas eléctricas, especialmente motores de CA/CC, y conocer cuáles son las fuentes de energía más adecuadas para robots fijos o autónomos.
Comp11. - Aplicar las funciones y la programación de autómatas en el campo de la robótica.
Comp15. - Conocer las técnicas de inteligencia artificial utilizadas en robótica industrial y de servicios, saber cómo utilizarlas en aplicaciones robóticas fijas y móviles.
Comp12. - Programar diferentes técnicas de análisis, procesado y detección de patrones en distintos tipos de señales temporales.
Comp13. - Utilizar e integrar sistemas operativos y sistemas empotrados explotando sus características de multitarea o comunicación entre aplicaciones.
Comp14. - Capacidad de conocer e implementar métodos de extracción de características a partir de la información percibida por cámaras y sensores 3D al desarrollo de aplicaciones en robots y sistemas inteligentes.
Comp16. - Utilizar e implementar métodos de reconocimiento de patrones y de aprendizaje computacional en el análisis de datos sensoriales y para la toma de decisiones en sistemas robóticos.
Comp17. - Aplicar los principios de arquitecturas de red, protocolos y tecnologías de redes para aplicaciones robóticas.
Comp18. - Conocer los distintos tipos de control para diseñar, analizar y programar sistemas robóticos.
Comp19. - Tener capacidad para diseñar y proyectar sistemas robóticos y su implantación industrial y en el ámbito de los servicios.
Comp20. - Entender y saber programar las técnicas de análisis, procesado y detección de patrones nos distintos tipos de señales procedentes de diferentes sensores y cámaras.
Comp21. - Ser capaz de establecer sistemas robóticos cooperativos y multirrobot aplicando las técnicas adecuadas.
Comp22. - Diseñar, construir y programar robots aéreos.
Comp23. - Capacidad de diseñar robots y sistemas inteligentes orientados a la interacción con personas, y adaptados a entornos domésticos y urbanos.
Comp24.PE - Capacidad para adaptar y aplicar en el ámbito profesional un subconjunto significativo de las competencias adquiridas en este título de Grado.
Comp25.TFG - Desarrollo de las capacidades adecuadas para realizar un ejercicio original individual, presentarlo y defenderlo ante un tribunal universitario, consistente en un proyecto en el ámbito de las tecnologías específicas del campo de la Robótica de naturaleza profesional en el que se sinteticen e integren las competencias adquiridas en las enseñanzas.
Comp26. - Capacidad de diseñar robots, sistemas inteligentes, o decidir sobre sensores y actuadores, en base a la aplicación, requisitos, y condiciones de contorno.
Comp27. - Conocer y entender las técnicas para detección, reconocimiento o seguimiento de elementos dentro del entorno de un robot, y saber utilizar o desarrollar algoritmos para poner en marcha esas técnicas.
Comp28. - Adquirir la capacidad y las técnicas de representación gráfica para la optimización del diseño y simulación de sistemas robotizados.
CAMPO INSUFICIENTE
CAMPO INSUFICIENTE
Mobility
Student mobility is regulated through the “Regulation of inter-university exchange.” Exchange programmes are managed through the International Relations Office, such as national exchange programmes (SICUE) as well as Europeans (ERASMUS) and from outside the European Union (exchanges with Latin American countries or English-speaking countries):
https://www.usc.gal/gl/servizos/area/internacional
Internships
The student must take a total of 12 ECTS credits of company internships, in which they will put into practice the competencies, skills and knowledge acquired in the degree. The student will be able to choose between one of the more than 500 companies with an agreement with the EPS of Engineering that currently exist or propose another typology, it being necessary to sign an agreement between the USC and the company. During the development of their internship in a company, the student will have an academic tutor, a teacher of the degree, and a professional tutor, belonging to the company. The complete list of companies and institutions with an agreement with the EPSE for carrying out external internships can be consulted on the centre’s website:
https://www.usc.gal/es/centro/escuela-politecnica-superior-ingenieria/p…
In addition, both teachers and students may propose new agreements between the USC and other companies or institutions, it being necessary that they be signed before the students join.
This degree is oriented to the training of students in high specialised fields within Robotics, Automatics, Communication, Computer Intelligence and Sensory Systems.
In regard to the career opportunities, the robotics professionals often find job positions in the development of a highly specialised robotisation of the producing processes in the fields of industry and services.
With a teaching load of 12 ECTS, the Final Dissertation may be presented and defended when the students have completed all the other credits necessary to obtain the degree, that is, 228 ECTS.