Màquines hidràuliques i tèrmiques Máquinas hidráulicas y térmicas Thermal and Fluid Machinery   (3501MO2243)

Introduction to the design of hydraulic and thermal machinery.Analysis and essay of hydraulic turbomaquinària: centrifugal bombs, turbines, aerogenerators and fans.Laws of resemblance.Cavitation.Bombs of positive displacement.Alternative engines of internal combustion, thermal turbines and compressors.Design of facilities of heat and industrial cold.Energetic efficiency.

Tecnologia energètica Tecnología energética Energy technology   (3501MO2245)

Energetic systems.Policy and management of the energy.Energy and Environment.Conventional energies: Natural gas, the Electrical System, the Thermoelectric Systems, the nuclear energy.Renewable energies: aeolian, solar thermal, solar photovoltaic, biomass, hydraulic and tidal and geothermal.Technologies of High Energetic Efficiency.

Instrumentació industrial Instrumentación industrial Industrial Instrumentation   (3501MO2247)

Sensors and actuators.Measure of physical magnitudes.Conditioning of signals (cc and at).Amplification.Filtration.Conversion A/D and D/A. Transmission of signals.Acquisition and data processing.Systems of data acquisition.Errors and interferences in the systems of measure.

Control avançat Control avanzado Advanced Control   (3501MO2248)

Predictiu Control: elements, models of prediction, trajectory of reference, law of control, calculation of the signal of control, algorithms of predictiu control, multivariable control.Intelligent Control: artificial neural networks, systems of fuzzy control.Feedback of State: controlabilitat and observability, location of dust, formula of Ackermann, systems of control with entry of reference, design of observers, observant of order minimum, effects of the observer.

Fabricació integrada Fabricación integrada Integrated Manufacturing systems   (3501MO2249)

Introduction to the advanced systems of manufacture; flexible manufacture, automated manufacture and inteligent manufacture.New technologies of manufacture as the manufacture of high speed, the incremental deformation of plating or the technologies of manufacture for aditivació.The integration of the design function with the manufacture.Concurrent engineering.

Direcció d'operacions Dirección de operaciones Production and Operation Management   (3501MO2251)

Direction of applied operations to industria it of goods and you served.Tactical decisions of production: planning of the production (at level of master plan, MRP I), control of the capacity (CRP and MRP II), management of stocks.Models of Management (JIT, TOUCH, Lean Management).Computer management applications.

Estructures Estructuras Structural analysis and design   (3501MO2254)

Calculation of structures.Structural typologies.Limit states.Actions.Combination of actions.Bases of the dimensioning of structural elements.Principles of design of metallic structures and of concrete.

Enginyeria del transport Ingeniería del transporte Transportation engineering   (3501MO2257)

Principles, methods and technique of the transport and industrial maintenance.The transport in the industry.Logistical chain.Plant distribution.Warehouses; devices and systems of maintenance tied to the warehouse.Manipulation of merchandise in factories.Design of mechanical maintenance elements.Type of operation and of transmissions.Modelisation of dynamic systems in vehicles.Community and Spanish regulations of the transport in road.

Estadística per a Ciència de DadesEstadística para Ciencia de DatosStatistics for Data Science  (3501MO3312)

The goal of this course is for students to understand the statistical foundations of data science, as well as specific techniques that are part of the body of methodologies used in data science.1. Techniques and concepts of statistical inference.2. Dimensionality reduction through projections.3. Generalised linear models.4. Non-linear modelling.5. Sampling techniques: cross validation, bootstrapping.6. Predictive model performance.

Machine LearningMachine LearningMachine Learning  (3501MO3313)

This subject aims to get students to understand and learn how to use the main techniques and algorithms in the two main aspects of automated learning 1.Supervised learning 1.1 Classification trees 1.2 Vector support machines 1.3 Neural Networks 1.4 Bayesian Methods 1.5 Ensemble models 1.6 Assessing/validating models 2.Unsupervised learning: 2.1 Clustering 2.2 Rules of association 2.3 Detecting anomalies 2.4 Self-organised Maps 2.5 Hidden Markov Models 2.6 Assessing/validating models

Adquisició i preparació de les dadesAdquisición y preparación de los datosData acquisition and preparation  (3501MO3315)

This course aims to introduce students to the technological tools for gathering data and how to prepare them so they can be used in data-science techniques.1.Main programming languages for data analysis 2.Data standards 3.Data sources and gathering 4.Data quality of data and cleansing

Desenvolupament, gestió i casos pràctics de projectes de ciència de dadesDesarrollo, gestión y casos prácticos de proyectos de ciencia de datosDevelopment, mangement and instaces of Data Science projects  (3501MO3316)

This subject aims to get students to discover the main methods for carrying out data-science projects as well as the complete implementation of projects with the aid of real-case studies.1.Methods for carrying out data-science projects 2.Legal and ethical aspects of data-science 3.Data life cycle, version monitoring 4.Feasibility and assessment of a data science project 5.Carrying out a data science project 6.Practical cases of data-science projects

Visualització de la informacióVisualización de la informaciónInformation visualization  (3501MO3317)

This subject aims to introduce the techniques necessary for displaying data and explaining results from the application of data-science techniques.1.Displaying univariate and multivariate data.2.Visual presentation of results: storytelling, computer graphics, Edward Tufte principles.3.Dynamic and interactive displaying.4.Business analytics: reporting, Key Performance Indicators, dashboards.

Tècniques avançades de Machine LearningTécnicas avanzadas de Machine LearningAdvanced techniques in Machine Learning  (3501MO3634)

The goal of this course is to deepen students’ understanding of machine learning by studying different advanced data science techniques and applications 1. Deep learning 2. Transfer learning 3. Reinforcement learning 4. Convolutional networks for image processing 5. Text mining. Natural language processing 6. Recommendation systems

Programació i bases de dadesProgramación y bases de datos  (3501MO3633)

Disseny i assaig de màquines Diseño y ensayo de máquinas Machine design and analysis   (3501MO2244)

Selection and dimensioning of the mechanical elements of a machine.Design to statics and to fatigue.Applications of design: axes, cylinders at pressure, transmissions, springs, unions, bearings.General disposal of the whole of the machine.Simulation and essay of the behaviour of the elements.

Tecnologia elèctrica Tecnología eléctrica Electric Technology   (3501MO2246)

Systems of generation, transport and distribution of electric energy: the system of electric energy.Headquarters of generation.Headquarters of transformation.Electrical lines on average and high tension.Fallen of tension and flow of powers.Analysis of failures and of stability.Quality of the electric energy.

Disseny de processos químics Diseño de procesos químicos Chemical Processses Design   (3501MO2250)

Study of the configurations of the chemical processes, of its main units, conditions of operation and interconnections to achieve the optimisation, from a point of view of production, as well as of saving of raw materials and energy and economic.Methods for the optimum design of the chemical processes.Factors of security and environmental aspects.

Direcció estratègica i empresarial Dirección estratégica y empresarial Strategic management   (3501MO2252)

Economic analysis of the strategy: creating and capturing the value: costs of transaction, ways of increasing the demand, new products and services, to convert the knowledge of the organisation into value.Ecoòmica analysis of the diversification: costs, benefits and implications for the direction of companies.Formulation of the strategy: analysis of the resources and capacities, analyses of the environment, estrategia and organisational structure

Control de gestió Control de Gestión Managerial control of the organization   (3501MO2253)

Control of management of the organisational structures.Decision making: bachelor's degree of delegation and group of the tasqeus in the jobs and in the subunits.Evaluation of the individual results.Evaluation of the results of the divisions.Remuneration based on incentives.

Instal·lacions industrials Instalaciones industriales Industrial installations   (3501MO2255)

Project and design of industrial facilities.Implantation of facilities and interrelation with buildings and processes.Execution, verification, control and maintenance of facilities.Regulations and security.Environmental aspects and sustainability.

Construcció industrial Construcción industrial Industrial Buildings   (3501MO2256)

Construction of industrial buildings.Integration with the industrial process.Constructive elements.Soil StudyFoundations and walls.Structural systems.Covers.Closings.Façades.Props and pavements.Regulations.Environmental aspects and sustainability.

Big DataBig DataBig Data  (3501MO3635)

This subject aims to get students to understand and learn data-science techniques through big-data-orientated tools and environments.1.Introduction to big data 2.NoSQL databases 3.Distributed file systems 4.Techniques and algorithms 5.Tools 6.Platforms 7.Machine Learning with NoSQL

Pràctiques externes Prácticas externas External training   (3501MO2264)

Formative action developed by a student in any entity collaborator, public or private, national or foreign, or in units of own university, with the objective of applying and complementing the education acquired in its academic education, nearing the student to the reality of the professional area in which he will exercise its professional activity and developing competences that favour its incorporation to the job market.

Treball fi de màster Trabajo fin de máster Master Thesis   (3501MO2265)

Realisation, presentation and defence of an original exercise carried out individually in front of a court university, consistent in an integral project of Industrial Engineering of professional nature.It is directed at the evaluation of the competences associated with the certificate of Industrial Engineering in spite of it will be carried out in one of the subject areas included in the teaching of the study.Is concluded with the public defence and and qualification of the work.

Treball Final de MasterTrabajo Final de MásterMaster Thesis  (3501MO3636)

The master's thesis will allow students to demonstrate the maturity and scientific-technical level they have reached during the education process.A report will be presented in writing and students will have to defend their work before a panel made up of the master's-degree teachers.