The aim of the Degree in Robotics is to provide a solid training to the students that the capacite to work in fields highly skilled related with the robotics by means of an essentially applied training and given by profesorado skilled.
Robotics Degree
Duration:
4 academic years
RUCT code: 2503954
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:
Orden del 5/08/2019 (DOG do 14/08/2019)
BOE publication date:
08/07/2020
Last accreditation date:
19/07/2019
The aim of the Degree in Robotics is to provide a solid training to the students that the capacite to work in fields highly skilled related with the robotics by means of an essentially applied training and given by profesorado skilled.
The degree structures in four courses, with practices in compulsory company, and where the students will develop capacities to design innovative solutions based in a solid theoretical knowledge and with application of new technologies. The titled in the Degree in Robotics have recognition to European level when being this degree adapted to the European Space of Upper Education (EEES).
Degree in Robotics, by the USC, contemplates an only specialisation, with quotation of “AgroRobótica”. To obtain the quotation in “AgroRobótica”, the student has to follow an itinerary formed by 30 ECTS of matters related with the quotation chosen opting between an offer of 6 matters (36 ECTS).
The design of the title allows, besides that with 240 ECTS can obtain the degree without intensification or quotation thanks to a wide group of combinatory possibilities of election of optional matters that do not configure any concrete itinerary (Graduated in Robotics).
The profile recommended are students of bachillerato (modality of Sciences and Technology) or of upper formative cycles of the families of Electricity and Electronic and of Computing and Communication.
Cad. Graphic expression normalised in robotics
- G4111101
- Basic Training
- First Semester
- 6 Credits
Foundations of programming
- G4111102
- Basic Training
- First Semester
- 6 Credits
Physics I
- G4111103
- Basic Training
- First Semester
- 6 Credits
Matematics I
- G4111104
- Basic Training
- First Semester
- 6 Credits
Mathematics II
- G4111105
- Basic Training
- First Semester
- 6 Credits
Algorithms and Data Structures
- G4111106
- Basic Training
- Second Semester
- 6 Credits
Digital electronics
- G4111107
- Basic Training
- Second Semester
- 6 Credits
Statistics
- G4111108
- Basic Training
- Second Semester
- 6 Credits
Physics II
- G4111109
- Basic Training
- Second Semester
- 6 Credits
Integrated Projects I
- G4111121
- Compulsory Credits
- Second Semester
- 6 Credits
Mathematics III
- G4111201
- Basic Training
- 6 Credits
Foundations of automata theory
- G4111222
- Compulsory Credits
- 6 Credits
Mechanisms and sensors
- G4111223
- Compulsory Credits
- 6 Credits
Software platforms in robotics
- G4111224
- Compulsory Credits
- 6 Credits
Electrical technology
- G4111225
- Compulsory Credits
- 6 Credits
Automation
- G4111226
- Compulsory Credits
- Second Semester
- 6 Credits
Perception and processed of signals
- G4111227
- Compulsory Credits
- Second Semester
- 6 Credits
Integrated Projects II
- G4111228
- Compulsory Credits
- Second Semester
- 6 Credits
Embedded systems
- G4111229
- Compulsory Credits
- Second Semester
- 6 Credits
Control theory
- G4111230
- Compulsory Credits
- Second Semester
- 6 Credits
Intelligent agents
- G4111321
- Compulsory Credits
- First Semester
- 6 Credits
Networks and communications
- G4111322
- Compulsory Credits
- First Semester
- 6 Credits
Industrial robotics
- G4111323
- Compulsory Credits
- First Semester
- 6 Credits
Artificial vision
- G4111324
- Compulsory Credits
- First Semester
- 6 Credits
Automata learning
- G4111325
- Compulsory Credits
- Second Semester
- 6 Credits
Distributed computing for multi-robot systems
- G4111326
- Compulsory Credits
- Second Semester
- 6 Credits
Adaptive robotics
- G4111327
- Compulsory Credits
- Second Semester
- 6 Credits
Economics of the agro-food and forestry system
- G4111341
- Elective Credits
- First Semester
- 6 Credits
Applied robotics to the forestry and natural environment
- G4111342
- Elective Credits
- Second Semester
- 6 Credits
Robotics in agribusiness
- G4111343
- Elective Credits
- 6 Credits
Remote sensing through drones and satellites
- G4111344
- Elective Credits
- Second Semester
- 6 Credits
Advanced artificial vision
- G4111345
- Elective Credits
- Second Semester
- 6 Credits
Foundations of corporate entrepreneurship and management
- G4111346
- Elective Credits
- First Semester
- 6 Credits
Human-robot interaction
- G4111347
- Elective Credits
- First Semester
- 6 Credits
Conversational agents
- G4111348
- Elective Credits
- Second Semester
- 6 Credits
Data management for robotics
- G4111349
- Elective Credits
- Second Semester
- 6 Credits
Technology and resistance of materials
- G4111350
- Elective Credits
- Second Semester
- 6 Credits
Aerial robotics
- G4111421
- Compulsory Credits
- First Semester
- 6 Credits
Service robotics
- G4111422
- Compulsory Credits
- First Semester
- 6 Credits
Mobile robotics
- G4111423
- Compulsory Credits
- First Semester
- 6 Credits
Integrated Projects III
- G4111424
- Compulsory Credits
- Second Semester
- 6 Credits
External Internships
- G4111425
- Compulsory Credits
- Work Placements in Companies for Degrees and Master's Degrees
- 12 Credits
Undergraduate Dissertation
- G4111426
- Compulsory Credits
- End of Degree Projects and End of Master's Degree Projects
- 12 Credits
Intelligent agriculture
- G4111441
- Elective Credits
- First Semester
- 6 Credits
Robotic platforms for agroforestry use
- G4111442
- Elective Credits
- First Semester
- 6 Credits
Quality and tests in robotics
- G4111443
- Elective Credits
- First Semester
- 6 Credits
Robotic devices and ecosystems
- G4111444
- Elective Credits
- First Semester
- 6 Credits
Web services of sensors
- G4111445
- Elective Credits
- First Semester
- 6 Credits
Graphic simulation with robotic systems of CAD
- G4111446
- Elective Credits
- First Semester
- 6 Credits
Cad. Graphic expression normalised in robotics
- G4111101
- Basic Training
- First Semester
- 6 Credits
Foundations of programming
- G4111102
- Basic Training
- First Semester
- 6 Credits
Physics I
- G4111103
- Basic Training
- First Semester
- 6 Credits
Matematics I
- G4111104
- Basic Training
- First Semester
- 6 Credits
Mathematics II
- G4111105
- Basic Training
- First Semester
- 6 Credits
Algorithms and Data Structures
- G4111106
- Basic Training
- Second Semester
- 6 Credits
Digital electronics
- G4111107
- Basic Training
- Second Semester
- 6 Credits
Statistics
- G4111108
- Basic Training
- Second Semester
- 6 Credits
Physics II
- G4111109
- Basic Training
- Second Semester
- 6 Credits
Mathematics III
- G4111201
- Basic Training
- 6 Credits
Integrated Projects I
- G4111121
- Compulsory Credits
- Second Semester
- 6 Credits
Foundations of automata theory
- G4111222
- Compulsory Credits
- 6 Credits
Mechanisms and sensors
- G4111223
- Compulsory Credits
- 6 Credits
Software platforms in robotics
- G4111224
- Compulsory Credits
- 6 Credits
Electrical technology
- G4111225
- Compulsory Credits
- 6 Credits
Automation
- G4111226
- Compulsory Credits
- Second Semester
- 6 Credits
Perception and processed of signals
- G4111227
- Compulsory Credits
- Second Semester
- 6 Credits
Integrated Projects II
- G4111228
- Compulsory Credits
- Second Semester
- 6 Credits
Embedded systems
- G4111229
- Compulsory Credits
- Second Semester
- 6 Credits
Control theory
- G4111230
- Compulsory Credits
- Second Semester
- 6 Credits
Intelligent agents
- G4111321
- Compulsory Credits
- First Semester
- 6 Credits
Networks and communications
- G4111322
- Compulsory Credits
- First Semester
- 6 Credits
Industrial robotics
- G4111323
- Compulsory Credits
- First Semester
- 6 Credits
Artificial vision
- G4111324
- Compulsory Credits
- First Semester
- 6 Credits
Automata learning
- G4111325
- Compulsory Credits
- Second Semester
- 6 Credits
Distributed computing for multi-robot systems
- G4111326
- Compulsory Credits
- Second Semester
- 6 Credits
Adaptive robotics
- G4111327
- Compulsory Credits
- Second Semester
- 6 Credits
Aerial robotics
- G4111421
- Compulsory Credits
- First Semester
- 6 Credits
Service robotics
- G4111422
- Compulsory Credits
- First Semester
- 6 Credits
Mobile robotics
- G4111423
- Compulsory Credits
- First Semester
- 6 Credits
Integrated Projects III
- G4111424
- Compulsory Credits
- Second Semester
- 6 Credits
Economics of the agro-food and forestry system
- G4111341
- Elective Credits
- First Semester
- 6 Credits
Applied robotics to the forestry and natural environment
- G4111342
- Elective Credits
- Second Semester
- 6 Credits
Robotics in agribusiness
- G4111343
- Elective Credits
- 6 Credits
Remote sensing through drones and satellites
- G4111344
- Elective Credits
- Second Semester
- 6 Credits
Intelligent agriculture
- G4111441
- Elective Credits
- First Semester
- 6 Credits
Robotic platforms for agroforestry use
- G4111442
- Elective Credits
- First Semester
- 6 Credits
Advanced artificial vision
- G4111345
- Elective Credits
- Second Semester
- 6 Credits
Foundations of corporate entrepreneurship and management
- G4111346
- Elective Credits
- First Semester
- 6 Credits
Human-robot interaction
- G4111347
- Elective Credits
- First Semester
- 6 Credits
Conversational agents
- G4111348
- Elective Credits
- Second Semester
- 6 Credits
Data management for robotics
- G4111349
- Elective Credits
- Second Semester
- 6 Credits
Technology and resistance of materials
- G4111350
- Elective Credits
- Second Semester
- 6 Credits
Quality and tests in robotics
- G4111443
- Elective Credits
- First Semester
- 6 Credits
Robotic devices and ecosystems
- G4111444
- Elective Credits
- First Semester
- 6 Credits
Web services of sensors
- G4111445
- Elective Credits
- First Semester
- 6 Credits
Graphic simulation with robotic systems of CAD
- G4111446
- Elective Credits
- First Semester
- 6 Credits
External Internships
- G4111425
- Compulsory Credits
- Work Placements in Companies for Degrees and Master's Degrees
- 12 Credits
Undergraduate Dissertation
- G4111426
- Compulsory Credits
- End of Degree Projects and End of Master's Degree Projects
- 12 Credits
Reconocimiento de créditos optativos sin equivalencia en el grado
- G4111RNOEQUIV00
- Elective Credits
- 1 Credits
En este título se ofrece la posibilidad de optar a la mención de “AgroRobótica”, para lo que deberán cursarse necesariamente 30 ECTS de asignaturas optativas relacionadas con la mención elegida incluidas en el módulo de optatividad correspondiente a este itinerario, así como realizar el TFG y las Prácticas Externas en ámbitos relacionados con la “AgroRobótica”.
Para esta mención también se plantea la posibilidad de que los estudiantes cursen materias de carácter Obligatorio y/u Optativo de las titulaciones de grado en Ingeniería Agrícola y Agroalimentaria y en Ingeniería Forestal y del Medio Natural impartidas en la EPS de Ingeniería como materias optativas del grado en Robótica.
De no reunir los requisitos señalados el alumno/a obtendrá el título sin mención.
Aunque no se exige una formación previa específica, es recomendable que el estudiante haya cursado durante el bachillerato la modalidad de Ciencias y Tecnología (R.D. 1467/2007).
- Curiosidad intelectual
- Hábito de lectura
- Capacidad analítica
- Capacidad crítica
- Capacidad de aplicar fundamentos para la resolución de problemas
- Constancia y responsabilidad en el trabajo
- Capacidad para el trabajo en equipo
- Capacidad para usar el tempo de forma efectiva
- Competencia en expresión oral y escrita
- Competencia lingüística en inglés, además de en gallego y en castellano
- Competencia en herramientas informáticas básicas
1.- El alumnado de primer curso por primera vez a tiempo completo tienen que matricular 60 créditos. Un 15% del alumnado podrá cursar estudios a tiempo parcial (30 créditos).
2.- Continuación de estudios: libre con un máximo de 75 créditos
La Escuela Politécnica Superior de Ingeniería desarrolla, en solitario o conjuntamente con otros centros, las siguientes acciones de apoyo y orientación para los estudiantes matriculados en el Grado:
- Programa de alumnos tutores: La figura del alumno tutor es la de un estudiante "veterano", que, fundamentalmente, orienta y apoya a los nuevos estudiantes que se incorporan al centro, estando a disposición de estos para facilitarles la orientación y a su mejor integración en el ámbito universitario. La USC realiza una convocatoria anual para este programa . Información sobre este programa:
- Presentación de la Biblioteca Intercentros y formación de usuarios: la Biblioteca Intercentros del Campus de Lugo , como el resto de los centros de la Biblioteca Universitaria de la USC, ofrece a la comunidad universitaria un plan de formación dirigido a profundizar en el conocimiento de los servicios bibliotecarios y de los recursos de información. A lo largo del curso académico, esta biblioteca realiza sesiones de presentación dirigidas a alumnos de nuevo ingreso y organiza cursos adaptados a los diferentes tipos de usuarios y a las diferentes áreas temáticas que se imparten en la Universidad. Así, se realizan cursos de manejo del catálogo, instrumentos básicos de consulta, bases de datos, revistas y libros electrónicos, recursos accesibles a través de Internet, etc.
- Atención continuada en el Centro: la Dirección del Centro y su Unidad de Apoyo a la Gestión están accesibles a diario para cualquier consulta de ámbito académico que afecte a los estudios de la Escuela. Además, la página Web del Centro se mantiene permanentemente actualizada como referencia básica de información, en la que se pueden consultar horarios de actividades académicas, calendarios de evaluación, programas de asignaturas, horas de tutoría del profesorado, actividades extraordinarias, normativa, etc.
La USC tiene un programa de alumnos tutores para las titulaciones de grao, de forma que alumnos de últimos cursos, despues de una formación que les facilita la Universidad, realizan tareas de orientación a los alumnos que inician los estudios.
Cuando se produzca la suspensión de un Título oficial, la USC garantiza el adecuado desarrollo efectivo de las enseñanzas que hubieran iniciado sus estudiantes hasta su finalización. Para ello, el Consejo de Gobierno aprueba los criterios relacionados, entre otros, con:
• La admisión de matrículas de nuevo ingreso en la titulación.
• La supresión gradual de la impartición de la docencia.
• Si el título extinguido es sustituido por otro similar (modificando la naturaleza del título), fija las condiciones que facilitan a los/las estudiantes la continuidad de estudios en el nuevo título y las equivalencias entre las materias de uno y otro plan.
Access to Bachelor’s Degree programmes is granted to students with the following degrees/ diplomas or studies, or any other recognized as equivalent to these:
A.1. Spanish Bachiller, European Baccalaureate or International Baccalaureate.
A.2. Baccalaureate from European Union Member States’ education systems or other countries withinternational agreements.
A.3. Advanced Technician in Vocational Training, Advanced Technician in Plastic Arts and Design orAdvanced Technician in Sports Education, from the Spanish Education System.
A.4.Studies carried out in European Union Member States or in other countries with international reciprocal agreements which meet the academic requirements in those States to access their university study programmes.
A.5. Official Spanish university degrees of Diplomado, Arquitecto Técnico, Ingeniero Técnico, Licenciado, Arquitecto, Ingeniero, Graduado or Máster Universitario.
A.6. Partial (foreign or Spanish) university studies.
Access to Bachelor’s Degree programmes is also possible for:
B.1. People over twenty-five after successfully passing a specific access test.
B.2. People over forty with work or professional experience related to a university field of knowledge.
B.3. People over forty-five after successfully passing a specific access test.
Likewise, access to Bachelor’s Degree programmes is granted to:
C.1. People meeting the requirements to enter university according to the Spanish Education System regulations prior to Ley Orgánica 8/2013, of December 9.
The Polytechnic School of Engineering (USC) has 18 general-purpose classrooms, 6 seminar rooms and 6 computer classrooms for teaching. It has 18 laboratories, 8 workshops and 2 classrooms for graphic expression. Highlight the availability of the Robotics I and Robotics II Laboratories, Physics I and Physics II Laboratories, the Mechanization, Sensorization and Artificial Vision Laboratory, the Electrotechnology and Automation Laboratory, as well as the Instrumentation Laboratory.
Highlight the effort made to, in addition to the equipment already existing in the USC and the Engineering EPS for specialized teaching, to provide this grade with all the necessary infrastructure for quality teaching: a wide range of robotized and fully sensorized platforms for its autonomous control, among which can be mentioned mobile robots adapted for the performance of indoor practices, as well as other mobile robots prepared to move outdoors, in very irregular terrains and with load capacity, articulated arms, aerial robots, robots humanoid services and bipeds, industrial automation panels, posts equipped with mechatronic system, bank of transmissions, sensor equipment and mechanisms, cameras, robotics and engineering kits for assembly of robots, etc.
Among the spaces enabled for students, there is a computer classroom with free access, with a wireless connection from any point in the center.
The library service of the University Campus of Lugo is centralized in a single building called Intercentros Library located next to the center where students have more than 1,600 consultation positions spread over 9 rooms, including a group work room.
The aim of the Bachelor's Degree in Robotics is to provide students with a solid training that will enable them to work in highly specialised fields related to robotics through an eminently applied training given by specialised teaching staff.
- That students demonstrate possession and understanding of knowledge in an area of study that starts from the basis of general secondary education, and that is aimed at a level that, although it is based on advanced textbooks, also includes some aspects that involve knowledge from the field of study.
- That students know how to apply their knowledge to their work or vocation in a professional manner and possess the skills that need to be demonstrated through the development and defense of arguments and problem solving within their area of study.
- That students have the ability to gather and interpret relevant data (usually within their area of study) to make judgments that include a reflection on relevant social, scientific or ethical issues.
- Students should be able to transmit information, ideas, problems and solutions to both specialized and non-specialized audiences.
- That students develop those learning skills necessary to undertake further studies with a high degree of autonomy.
- Knowledge of basic subjects and technologies, enabling him/her to learn new methods and technologies, as well as being versatile enough to adapt to new situations.
- Ability to solve problems in the field of robotic engineering with creativity, initiative, methodology and critical reasoning.
- Ability to use computer tools for modelling, simulation and design of engineering applications.
- Knowing the technological needs of society and industry, and being able to improve services and production processes by applying current robotics technology, through the choice, acquisition and implementation of robotic systems in different applications, both industrial and services.
- Be able to obtain and analyse information on circuits, machine elements, automatic control, sensors and computer systems, with the ultimate aim of achieving autonomous and flexible robotic applications.
- Conceiving, calculating, designing and implementing algorithms, equipment or installations in the field of robotics, for industrial or service applications, taking into account aspects of quality, safety, environmental criteria, rational and efficient use of resources.
- Ability to work in a multidisciplinary group and to communicate, both in writing and orally, knowledge, procedures, results and ideas related to robotics and electronics.
- Ability to understand and apply to various robotic engineering problems the mathematical fundamentals of: linear algebra, geometry, differential and integral calculus, differential equations, complex variable functions, numerical methods, probability calculus and statistics.
- Understand and know how to apply to engineering problems the physical fundamentals on which robotics engineering is based: statics, kinematics, dynamics, electromagnetism and electrical and electronic circuits.
- Knowledge of the fundamentals and applications of digital electronics and microprocessors.
- To know, know how to use and integrate operating systems and embedded systems, as well as their multitasking or inter-application communication features.
- Ability to analyze, design, represent and program algorithms, and handle the appropriate data structures for problem solving in the field of robotics.
- Know the basics of electrical engineering and understand the operation of electrical machines, especially AC/DC motors, and know which are the most appropriate power sources for stationary or autonomous robots.
- Acquire the ability and techniques of graphic representation for the design and interpretation of drawings and diagrams.
- To know the different types of control to design, analyze and program robotic systems.
- To know the common sensors in robotics, their operation, as well as the methods and techniques for processing the information captured.
- Analyze and understand the configuration of an automatic control system to proceed to its modification or update by means of the techniques that allow designing, configuring and adjusting controllers.
- Knowledge of the functions and programming of different automatons in the field of robotics.
- Ability to know and implement methods of feature extraction from the information perceived by cameras and 3D sensors to the development of applications in robots and intelligent systems.
- Capacity for analysis and synthesis.
- Capacity for reasoning and argumentation.
- Capacity for individual work, with self-critical attitude.
- Ability to work in groups and to deal with problematic situations collectively.
- Ability to obtain adequate, diverse and updated information.
- Ability to elaborate and present an organized and comprehensible text.
- Ability to make a clear, concise and coherent public presentation.
- Commitment to the truthfulness of the information offered to others.
- Ability to use information and communication technologies (ICT).
- Use of bibliographic and Internet information.
- Use of complementary and/or specific information in English.
- Ability to solve problems through the integrated application of their knowledge.
Mobility
Las acciones de movilidad de los/as estudiantes pretenden mejorar la calidad de la educación superior y reforzar su dimensión, tanto nacional como internacional, fomentando la cooperación entre las universidades, potenciando los intercambios y mejorando la transparencia y el reconocimiento académico de diferentes estudios y calificaciones. En este sentido, se consideran una pieza importante para la consecución de los objetivos propuestos en el título, tanto en lo que se refiere a las competencias generales de los futuros egresados como a las competencias transversales a adquirir con la titulación.
La EPS de Ingeniería cuenta con la colaboración de varios profesores/as que actúan como coordinadores académicos, y cuya función es tutorar y asistir en sus decisiones académicas a los estudiantes propios y de acogida.
Se realiza a partir del segundo año de estudios de la titulación, en períodos semestrales o anuales. La selección de los candidatos se lleva a cabo, para cada convocatoria o programa, por una Comisión de Selección, de acuerdo con criterios de baremación, previamente establecidos, que tienen en cuenta el expediente académico, una memoria y, en su caso, las competencias en idiomas que exige la Universidad de destino.
La movilidad de los/as estudiantes está regulada a través del “Reglamento de intercambios interuniversitarios”. A través de la Oficina de Relaciones Exteriores se gestionan programas de intercambio tanto nacionales (SICUE), como europeos (ERASMUS) y extracomunitarios (intercambios con países de América Latina o países de habla inglesa):
Internships
En esta titulación de Grado las prácticas externas se contemplan como obligatorias con una carga de 12,0 ECTS. Consistirán en la realización de prácticas en una empresa u organismo durante 30 h más la elaboración del informe correspondiente.
La oferta de prácticas en el Grado se sustentará en el actual Programa de Prácticas Externas que gestiona la Escuela Politécnica Superior de Ingeniería. La EPS de Ingeniería cuenta con cerca de 400 convenios con empresas e instituciones para que el alumnado de las distintas titulaciones que se imparten en ella pueda realizar prácticas externas.
Las prácticas se realizarán a tiempo completo preferiblemente en un período no lectivo de aproximadamente ocho semanas de duración planificado para el segundo semestre del cuarto curso aunque el alumnado podrá realizarlas a lo largo del curso académico. Cuando las características del trabajo así lo requieran, se podrán establecer períodos y jornadas diferentes de realización (tiempo parcial, días alternos, etc.), garantizando en todo caso las 300 horas de dedicación de los estudiantes.
La organización, gestión y seguimiento de las prácticas externas correrá a cargo de la Subdirección de Prácticas y Orientación Laboral del centro, siempre de acuerdo con normativa de la USC y la normativa propia de la EPS de Ingeniería, que se encargará de la asignación de los centros de prácticas y de su seguimiento. Además, propondrá a la Comisión del Título la asignación al alumno de un tutor académico entre el Personal Docente e Investigador del Centro, que hará un seguimiento al trabajo realizado y velará por la calidad de la estancia realizada, y un tutor externo en la empresa, encargado de garantizar las condiciones apropiadas para la realización de la práctica.
Las enseñanzas concluyen con la elaboración y defensa de un Trabajo Fin de Grado de 12 ECTS. El Trabajo Fin de Grado, podrá presentarse y defenderse cuando el alumnado tenga superados todos los demás créditos necesarios para la obtención del título, es decir, 228 ECTS
El objetivo del TFG será verificar la adquisición por parte del estudiante de las destrezas y competencias descritas con anterioridad en los objetivos generales del título de Grado, junto a destrezas específicas de orientación académica o profesional. Consistirá en un proyecto, estudio técnico, trabajo de investigación aplicada u otra actuación que pueda ser considerada como trabajo facultativo o profesional dentro del ámbito de las robótica.
Duration:
4 academic years
RUCT code: 2503954
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:
Orden del 5/08/2019 (DOG do 14/08/2019)
BOE publication date:
08/07/2020
Last accreditation date:
19/07/2019
The aim of the Degree in Robotics is to provide a solid training to the students that the capacite to work in fields highly skilled related with the robotics by means of an essentially applied training and given by profesorado skilled.
The degree structures in four courses, with practices in compulsory company, and where the students will develop capacities to design innovative solutions based in a solid theoretical knowledge and with application of new technologies. The titled in the Degree in Robotics have recognition to European level when being this degree adapted to the European Space of Upper Education (EEES).
Degree in Robotics, by the USC, contemplates an only specialisation, with quotation of “AgroRobótica”. To obtain the quotation in “AgroRobótica”, the student has to follow an itinerary formed by 30 ECTS of matters related with the quotation chosen opting between an offer of 6 matters (36 ECTS).
The design of the title allows, besides that with 240 ECTS can obtain the degree without intensification or quotation thanks to a wide group of combinatory possibilities of election of optional matters that do not configure any concrete itinerary (Graduated in Robotics).
The profile recommended are students of bachillerato (modality of Sciences and Technology) or of upper formative cycles of the families of Electricity and Electronic and of Computing and Communication.
Cad. Graphic expression normalised in robotics
- G4111101
- Basic Training
- First Semester
- 6 Credits
Foundations of programming
- G4111102
- Basic Training
- First Semester
- 6 Credits
Physics I
- G4111103
- Basic Training
- First Semester
- 6 Credits
Matematics I
- G4111104
- Basic Training
- First Semester
- 6 Credits
Mathematics II
- G4111105
- Basic Training
- First Semester
- 6 Credits
Algorithms and Data Structures
- G4111106
- Basic Training
- Second Semester
- 6 Credits
Digital electronics
- G4111107
- Basic Training
- Second Semester
- 6 Credits
Statistics
- G4111108
- Basic Training
- Second Semester
- 6 Credits
Physics II
- G4111109
- Basic Training
- Second Semester
- 6 Credits
Integrated Projects I
- G4111121
- Compulsory Credits
- Second Semester
- 6 Credits
Mathematics III
- G4111201
- Basic Training
- 6 Credits
Foundations of automata theory
- G4111222
- Compulsory Credits
- 6 Credits
Mechanisms and sensors
- G4111223
- Compulsory Credits
- 6 Credits
Software platforms in robotics
- G4111224
- Compulsory Credits
- 6 Credits
Electrical technology
- G4111225
- Compulsory Credits
- 6 Credits
Automation
- G4111226
- Compulsory Credits
- Second Semester
- 6 Credits
Perception and processed of signals
- G4111227
- Compulsory Credits
- Second Semester
- 6 Credits
Integrated Projects II
- G4111228
- Compulsory Credits
- Second Semester
- 6 Credits
Embedded systems
- G4111229
- Compulsory Credits
- Second Semester
- 6 Credits
Control theory
- G4111230
- Compulsory Credits
- Second Semester
- 6 Credits
Intelligent agents
- G4111321
- Compulsory Credits
- First Semester
- 6 Credits
Networks and communications
- G4111322
- Compulsory Credits
- First Semester
- 6 Credits
Industrial robotics
- G4111323
- Compulsory Credits
- First Semester
- 6 Credits
Artificial vision
- G4111324
- Compulsory Credits
- First Semester
- 6 Credits
Automata learning
- G4111325
- Compulsory Credits
- Second Semester
- 6 Credits
Distributed computing for multi-robot systems
- G4111326
- Compulsory Credits
- Second Semester
- 6 Credits
Adaptive robotics
- G4111327
- Compulsory Credits
- Second Semester
- 6 Credits
Economics of the agro-food and forestry system
- G4111341
- Elective Credits
- First Semester
- 6 Credits
Applied robotics to the forestry and natural environment
- G4111342
- Elective Credits
- Second Semester
- 6 Credits
Robotics in agribusiness
- G4111343
- Elective Credits
- 6 Credits
Remote sensing through drones and satellites
- G4111344
- Elective Credits
- Second Semester
- 6 Credits
Advanced artificial vision
- G4111345
- Elective Credits
- Second Semester
- 6 Credits
Foundations of corporate entrepreneurship and management
- G4111346
- Elective Credits
- First Semester
- 6 Credits
Human-robot interaction
- G4111347
- Elective Credits
- First Semester
- 6 Credits
Conversational agents
- G4111348
- Elective Credits
- Second Semester
- 6 Credits
Data management for robotics
- G4111349
- Elective Credits
- Second Semester
- 6 Credits
Technology and resistance of materials
- G4111350
- Elective Credits
- Second Semester
- 6 Credits
Aerial robotics
- G4111421
- Compulsory Credits
- First Semester
- 6 Credits
Service robotics
- G4111422
- Compulsory Credits
- First Semester
- 6 Credits
Mobile robotics
- G4111423
- Compulsory Credits
- First Semester
- 6 Credits
Integrated Projects III
- G4111424
- Compulsory Credits
- Second Semester
- 6 Credits
External Internships
- G4111425
- Compulsory Credits
- Work Placements in Companies for Degrees and Master's Degrees
- 12 Credits
Undergraduate Dissertation
- G4111426
- Compulsory Credits
- End of Degree Projects and End of Master's Degree Projects
- 12 Credits
Intelligent agriculture
- G4111441
- Elective Credits
- First Semester
- 6 Credits
Robotic platforms for agroforestry use
- G4111442
- Elective Credits
- First Semester
- 6 Credits
Quality and tests in robotics
- G4111443
- Elective Credits
- First Semester
- 6 Credits
Robotic devices and ecosystems
- G4111444
- Elective Credits
- First Semester
- 6 Credits
Web services of sensors
- G4111445
- Elective Credits
- First Semester
- 6 Credits
Graphic simulation with robotic systems of CAD
- G4111446
- Elective Credits
- First Semester
- 6 Credits
Cad. Graphic expression normalised in robotics
- G4111101
- Basic Training
- First Semester
- 6 Credits
Foundations of programming
- G4111102
- Basic Training
- First Semester
- 6 Credits
Physics I
- G4111103
- Basic Training
- First Semester
- 6 Credits
Matematics I
- G4111104
- Basic Training
- First Semester
- 6 Credits
Mathematics II
- G4111105
- Basic Training
- First Semester
- 6 Credits
Algorithms and Data Structures
- G4111106
- Basic Training
- Second Semester
- 6 Credits
Digital electronics
- G4111107
- Basic Training
- Second Semester
- 6 Credits
Statistics
- G4111108
- Basic Training
- Second Semester
- 6 Credits
Physics II
- G4111109
- Basic Training
- Second Semester
- 6 Credits
Mathematics III
- G4111201
- Basic Training
- 6 Credits
Integrated Projects I
- G4111121
- Compulsory Credits
- Second Semester
- 6 Credits
Foundations of automata theory
- G4111222
- Compulsory Credits
- 6 Credits
Mechanisms and sensors
- G4111223
- Compulsory Credits
- 6 Credits
Software platforms in robotics
- G4111224
- Compulsory Credits
- 6 Credits
Electrical technology
- G4111225
- Compulsory Credits
- 6 Credits
Automation
- G4111226
- Compulsory Credits
- Second Semester
- 6 Credits
Perception and processed of signals
- G4111227
- Compulsory Credits
- Second Semester
- 6 Credits
Integrated Projects II
- G4111228
- Compulsory Credits
- Second Semester
- 6 Credits
Embedded systems
- G4111229
- Compulsory Credits
- Second Semester
- 6 Credits
Control theory
- G4111230
- Compulsory Credits
- Second Semester
- 6 Credits
Intelligent agents
- G4111321
- Compulsory Credits
- First Semester
- 6 Credits
Networks and communications
- G4111322
- Compulsory Credits
- First Semester
- 6 Credits
Industrial robotics
- G4111323
- Compulsory Credits
- First Semester
- 6 Credits
Artificial vision
- G4111324
- Compulsory Credits
- First Semester
- 6 Credits
Automata learning
- G4111325
- Compulsory Credits
- Second Semester
- 6 Credits
Distributed computing for multi-robot systems
- G4111326
- Compulsory Credits
- Second Semester
- 6 Credits
Adaptive robotics
- G4111327
- Compulsory Credits
- Second Semester
- 6 Credits
Aerial robotics
- G4111421
- Compulsory Credits
- First Semester
- 6 Credits
Service robotics
- G4111422
- Compulsory Credits
- First Semester
- 6 Credits
Mobile robotics
- G4111423
- Compulsory Credits
- First Semester
- 6 Credits
Integrated Projects III
- G4111424
- Compulsory Credits
- Second Semester
- 6 Credits
Economics of the agro-food and forestry system
- G4111341
- Elective Credits
- First Semester
- 6 Credits
Applied robotics to the forestry and natural environment
- G4111342
- Elective Credits
- Second Semester
- 6 Credits
Robotics in agribusiness
- G4111343
- Elective Credits
- 6 Credits
Remote sensing through drones and satellites
- G4111344
- Elective Credits
- Second Semester
- 6 Credits
Intelligent agriculture
- G4111441
- Elective Credits
- First Semester
- 6 Credits
Robotic platforms for agroforestry use
- G4111442
- Elective Credits
- First Semester
- 6 Credits
Advanced artificial vision
- G4111345
- Elective Credits
- Second Semester
- 6 Credits
Foundations of corporate entrepreneurship and management
- G4111346
- Elective Credits
- First Semester
- 6 Credits
Human-robot interaction
- G4111347
- Elective Credits
- First Semester
- 6 Credits
Conversational agents
- G4111348
- Elective Credits
- Second Semester
- 6 Credits
Data management for robotics
- G4111349
- Elective Credits
- Second Semester
- 6 Credits
Technology and resistance of materials
- G4111350
- Elective Credits
- Second Semester
- 6 Credits
Quality and tests in robotics
- G4111443
- Elective Credits
- First Semester
- 6 Credits
Robotic devices and ecosystems
- G4111444
- Elective Credits
- First Semester
- 6 Credits
Web services of sensors
- G4111445
- Elective Credits
- First Semester
- 6 Credits
Graphic simulation with robotic systems of CAD
- G4111446
- Elective Credits
- First Semester
- 6 Credits
External Internships
- G4111425
- Compulsory Credits
- Work Placements in Companies for Degrees and Master's Degrees
- 12 Credits
Undergraduate Dissertation
- G4111426
- Compulsory Credits
- End of Degree Projects and End of Master's Degree Projects
- 12 Credits
Reconocimiento de créditos optativos sin equivalencia en el grado
- G4111RNOEQUIV00
- Elective Credits
- 1 Credits
En este título se ofrece la posibilidad de optar a la mención de “AgroRobótica”, para lo que deberán cursarse necesariamente 30 ECTS de asignaturas optativas relacionadas con la mención elegida incluidas en el módulo de optatividad correspondiente a este itinerario, así como realizar el TFG y las Prácticas Externas en ámbitos relacionados con la “AgroRobótica”.
Para esta mención también se plantea la posibilidad de que los estudiantes cursen materias de carácter Obligatorio y/u Optativo de las titulaciones de grado en Ingeniería Agrícola y Agroalimentaria y en Ingeniería Forestal y del Medio Natural impartidas en la EPS de Ingeniería como materias optativas del grado en Robótica.
De no reunir los requisitos señalados el alumno/a obtendrá el título sin mención.
Aunque no se exige una formación previa específica, es recomendable que el estudiante haya cursado durante el bachillerato la modalidad de Ciencias y Tecnología (R.D. 1467/2007).
- Curiosidad intelectual
- Hábito de lectura
- Capacidad analítica
- Capacidad crítica
- Capacidad de aplicar fundamentos para la resolución de problemas
- Constancia y responsabilidad en el trabajo
- Capacidad para el trabajo en equipo
- Capacidad para usar el tempo de forma efectiva
- Competencia en expresión oral y escrita
- Competencia lingüística en inglés, además de en gallego y en castellano
- Competencia en herramientas informáticas básicas
1.- El alumnado de primer curso por primera vez a tiempo completo tienen que matricular 60 créditos. Un 15% del alumnado podrá cursar estudios a tiempo parcial (30 créditos).
2.- Continuación de estudios: libre con un máximo de 75 créditos
La Escuela Politécnica Superior de Ingeniería desarrolla, en solitario o conjuntamente con otros centros, las siguientes acciones de apoyo y orientación para los estudiantes matriculados en el Grado:
- Programa de alumnos tutores: La figura del alumno tutor es la de un estudiante "veterano", que, fundamentalmente, orienta y apoya a los nuevos estudiantes que se incorporan al centro, estando a disposición de estos para facilitarles la orientación y a su mejor integración en el ámbito universitario. La USC realiza una convocatoria anual para este programa . Información sobre este programa:
- Presentación de la Biblioteca Intercentros y formación de usuarios: la Biblioteca Intercentros del Campus de Lugo , como el resto de los centros de la Biblioteca Universitaria de la USC, ofrece a la comunidad universitaria un plan de formación dirigido a profundizar en el conocimiento de los servicios bibliotecarios y de los recursos de información. A lo largo del curso académico, esta biblioteca realiza sesiones de presentación dirigidas a alumnos de nuevo ingreso y organiza cursos adaptados a los diferentes tipos de usuarios y a las diferentes áreas temáticas que se imparten en la Universidad. Así, se realizan cursos de manejo del catálogo, instrumentos básicos de consulta, bases de datos, revistas y libros electrónicos, recursos accesibles a través de Internet, etc.
- Atención continuada en el Centro: la Dirección del Centro y su Unidad de Apoyo a la Gestión están accesibles a diario para cualquier consulta de ámbito académico que afecte a los estudios de la Escuela. Además, la página Web del Centro se mantiene permanentemente actualizada como referencia básica de información, en la que se pueden consultar horarios de actividades académicas, calendarios de evaluación, programas de asignaturas, horas de tutoría del profesorado, actividades extraordinarias, normativa, etc.
La USC tiene un programa de alumnos tutores para las titulaciones de grao, de forma que alumnos de últimos cursos, despues de una formación que les facilita la Universidad, realizan tareas de orientación a los alumnos que inician los estudios.
Cuando se produzca la suspensión de un Título oficial, la USC garantiza el adecuado desarrollo efectivo de las enseñanzas que hubieran iniciado sus estudiantes hasta su finalización. Para ello, el Consejo de Gobierno aprueba los criterios relacionados, entre otros, con:
• La admisión de matrículas de nuevo ingreso en la titulación.
• La supresión gradual de la impartición de la docencia.
• Si el título extinguido es sustituido por otro similar (modificando la naturaleza del título), fija las condiciones que facilitan a los/las estudiantes la continuidad de estudios en el nuevo título y las equivalencias entre las materias de uno y otro plan.
Access to Bachelor’s Degree programmes is granted to students with the following degrees/ diplomas or studies, or any other recognized as equivalent to these:
A.1. Spanish Bachiller, European Baccalaureate or International Baccalaureate.
A.2. Baccalaureate from European Union Member States’ education systems or other countries withinternational agreements.
A.3. Advanced Technician in Vocational Training, Advanced Technician in Plastic Arts and Design orAdvanced Technician in Sports Education, from the Spanish Education System.
A.4.Studies carried out in European Union Member States or in other countries with international reciprocal agreements which meet the academic requirements in those States to access their university study programmes.
A.5. Official Spanish university degrees of Diplomado, Arquitecto Técnico, Ingeniero Técnico, Licenciado, Arquitecto, Ingeniero, Graduado or Máster Universitario.
A.6. Partial (foreign or Spanish) university studies.
Access to Bachelor’s Degree programmes is also possible for:
B.1. People over twenty-five after successfully passing a specific access test.
B.2. People over forty with work or professional experience related to a university field of knowledge.
B.3. People over forty-five after successfully passing a specific access test.
Likewise, access to Bachelor’s Degree programmes is granted to:
C.1. People meeting the requirements to enter university according to the Spanish Education System regulations prior to Ley Orgánica 8/2013, of December 9.
The Polytechnic School of Engineering (USC) has 18 general-purpose classrooms, 6 seminar rooms and 6 computer classrooms for teaching. It has 18 laboratories, 8 workshops and 2 classrooms for graphic expression. Highlight the availability of the Robotics I and Robotics II Laboratories, Physics I and Physics II Laboratories, the Mechanization, Sensorization and Artificial Vision Laboratory, the Electrotechnology and Automation Laboratory, as well as the Instrumentation Laboratory.
Highlight the effort made to, in addition to the equipment already existing in the USC and the Engineering EPS for specialized teaching, to provide this grade with all the necessary infrastructure for quality teaching: a wide range of robotized and fully sensorized platforms for its autonomous control, among which can be mentioned mobile robots adapted for the performance of indoor practices, as well as other mobile robots prepared to move outdoors, in very irregular terrains and with load capacity, articulated arms, aerial robots, robots humanoid services and bipeds, industrial automation panels, posts equipped with mechatronic system, bank of transmissions, sensor equipment and mechanisms, cameras, robotics and engineering kits for assembly of robots, etc.
Among the spaces enabled for students, there is a computer classroom with free access, with a wireless connection from any point in the center.
The library service of the University Campus of Lugo is centralized in a single building called Intercentros Library located next to the center where students have more than 1,600 consultation positions spread over 9 rooms, including a group work room.
The aim of the Bachelor's Degree in Robotics is to provide students with a solid training that will enable them to work in highly specialised fields related to robotics through an eminently applied training given by specialised teaching staff.
- That students demonstrate possession and understanding of knowledge in an area of study that starts from the basis of general secondary education, and that is aimed at a level that, although it is based on advanced textbooks, also includes some aspects that involve knowledge from the field of study.
- That students know how to apply their knowledge to their work or vocation in a professional manner and possess the skills that need to be demonstrated through the development and defense of arguments and problem solving within their area of study.
- That students have the ability to gather and interpret relevant data (usually within their area of study) to make judgments that include a reflection on relevant social, scientific or ethical issues.
- Students should be able to transmit information, ideas, problems and solutions to both specialized and non-specialized audiences.
- That students develop those learning skills necessary to undertake further studies with a high degree of autonomy.
- Knowledge of basic subjects and technologies, enabling him/her to learn new methods and technologies, as well as being versatile enough to adapt to new situations.
- Ability to solve problems in the field of robotic engineering with creativity, initiative, methodology and critical reasoning.
- Ability to use computer tools for modelling, simulation and design of engineering applications.
- Knowing the technological needs of society and industry, and being able to improve services and production processes by applying current robotics technology, through the choice, acquisition and implementation of robotic systems in different applications, both industrial and services.
- Be able to obtain and analyse information on circuits, machine elements, automatic control, sensors and computer systems, with the ultimate aim of achieving autonomous and flexible robotic applications.
- Conceiving, calculating, designing and implementing algorithms, equipment or installations in the field of robotics, for industrial or service applications, taking into account aspects of quality, safety, environmental criteria, rational and efficient use of resources.
- Ability to work in a multidisciplinary group and to communicate, both in writing and orally, knowledge, procedures, results and ideas related to robotics and electronics.
- Ability to understand and apply to various robotic engineering problems the mathematical fundamentals of: linear algebra, geometry, differential and integral calculus, differential equations, complex variable functions, numerical methods, probability calculus and statistics.
- Understand and know how to apply to engineering problems the physical fundamentals on which robotics engineering is based: statics, kinematics, dynamics, electromagnetism and electrical and electronic circuits.
- Knowledge of the fundamentals and applications of digital electronics and microprocessors.
- To know, know how to use and integrate operating systems and embedded systems, as well as their multitasking or inter-application communication features.
- Ability to analyze, design, represent and program algorithms, and handle the appropriate data structures for problem solving in the field of robotics.
- Know the basics of electrical engineering and understand the operation of electrical machines, especially AC/DC motors, and know which are the most appropriate power sources for stationary or autonomous robots.
- Acquire the ability and techniques of graphic representation for the design and interpretation of drawings and diagrams.
- To know the different types of control to design, analyze and program robotic systems.
- To know the common sensors in robotics, their operation, as well as the methods and techniques for processing the information captured.
- Analyze and understand the configuration of an automatic control system to proceed to its modification or update by means of the techniques that allow designing, configuring and adjusting controllers.
- Knowledge of the functions and programming of different automatons in the field of robotics.
- Ability to know and implement methods of feature extraction from the information perceived by cameras and 3D sensors to the development of applications in robots and intelligent systems.
- Capacity for analysis and synthesis.
- Capacity for reasoning and argumentation.
- Capacity for individual work, with self-critical attitude.
- Ability to work in groups and to deal with problematic situations collectively.
- Ability to obtain adequate, diverse and updated information.
- Ability to elaborate and present an organized and comprehensible text.
- Ability to make a clear, concise and coherent public presentation.
- Commitment to the truthfulness of the information offered to others.
- Ability to use information and communication technologies (ICT).
- Use of bibliographic and Internet information.
- Use of complementary and/or specific information in English.
- Ability to solve problems through the integrated application of their knowledge.
Mobility
Las acciones de movilidad de los/as estudiantes pretenden mejorar la calidad de la educación superior y reforzar su dimensión, tanto nacional como internacional, fomentando la cooperación entre las universidades, potenciando los intercambios y mejorando la transparencia y el reconocimiento académico de diferentes estudios y calificaciones. En este sentido, se consideran una pieza importante para la consecución de los objetivos propuestos en el título, tanto en lo que se refiere a las competencias generales de los futuros egresados como a las competencias transversales a adquirir con la titulación.
La EPS de Ingeniería cuenta con la colaboración de varios profesores/as que actúan como coordinadores académicos, y cuya función es tutorar y asistir en sus decisiones académicas a los estudiantes propios y de acogida.
Se realiza a partir del segundo año de estudios de la titulación, en períodos semestrales o anuales. La selección de los candidatos se lleva a cabo, para cada convocatoria o programa, por una Comisión de Selección, de acuerdo con criterios de baremación, previamente establecidos, que tienen en cuenta el expediente académico, una memoria y, en su caso, las competencias en idiomas que exige la Universidad de destino.
La movilidad de los/as estudiantes está regulada a través del “Reglamento de intercambios interuniversitarios”. A través de la Oficina de Relaciones Exteriores se gestionan programas de intercambio tanto nacionales (SICUE), como europeos (ERASMUS) y extracomunitarios (intercambios con países de América Latina o países de habla inglesa):
Internships
En esta titulación de Grado las prácticas externas se contemplan como obligatorias con una carga de 12,0 ECTS. Consistirán en la realización de prácticas en una empresa u organismo durante 30 h más la elaboración del informe correspondiente.
La oferta de prácticas en el Grado se sustentará en el actual Programa de Prácticas Externas que gestiona la Escuela Politécnica Superior de Ingeniería. La EPS de Ingeniería cuenta con cerca de 400 convenios con empresas e instituciones para que el alumnado de las distintas titulaciones que se imparten en ella pueda realizar prácticas externas.
Las prácticas se realizarán a tiempo completo preferiblemente en un período no lectivo de aproximadamente ocho semanas de duración planificado para el segundo semestre del cuarto curso aunque el alumnado podrá realizarlas a lo largo del curso académico. Cuando las características del trabajo así lo requieran, se podrán establecer períodos y jornadas diferentes de realización (tiempo parcial, días alternos, etc.), garantizando en todo caso las 300 horas de dedicación de los estudiantes.
La organización, gestión y seguimiento de las prácticas externas correrá a cargo de la Subdirección de Prácticas y Orientación Laboral del centro, siempre de acuerdo con normativa de la USC y la normativa propia de la EPS de Ingeniería, que se encargará de la asignación de los centros de prácticas y de su seguimiento. Además, propondrá a la Comisión del Título la asignación al alumno de un tutor académico entre el Personal Docente e Investigador del Centro, que hará un seguimiento al trabajo realizado y velará por la calidad de la estancia realizada, y un tutor externo en la empresa, encargado de garantizar las condiciones apropiadas para la realización de la práctica.
Las enseñanzas concluyen con la elaboración y defensa de un Trabajo Fin de Grado de 12 ECTS. El Trabajo Fin de Grado, podrá presentarse y defenderse cuando el alumnado tenga superados todos los demás créditos necesarios para la obtención del título, es decir, 228 ECTS
El objetivo del TFG será verificar la adquisición por parte del estudiante de las destrezas y competencias descritas con anterioridad en los objetivos generales del título de Grado, junto a destrezas específicas de orientación académica o profesional. Consistirá en un proyecto, estudio técnico, trabajo de investigación aplicada u otra actuación que pueda ser considerada como trabajo facultativo o profesional dentro del ámbito de las robótica.