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Master in Industrial Engineering and Management

General information

Official Code: 9510
Acronym: MIEIG
Description: O MIEIG resultou do processo de adequação a Bolonha da LGEI, Licenciatura em Gestão e Engenharia Industrial, criada em 1990 na FEUP sob proposta do Prof. Rui Campos Guimarães. O plano curricular do MIEIG é constituído por disciplinas de base em Matemática e Física, disciplinas tecnológicas na área da Engenharia Mecânica, e disciplinas de Gestão. Muitas disciplinas envolvem a realização de trabalhos individuais e em grupo com uso de ferramentas informáticas muito variadas. Nos últimos anos, os estudantes têm acesso a programas de intercâmbio internacional, particularmente na Europa e no Brasil. O curso termina com um projeto individual de dissertação, que normalmente é realizado numa empresa em Portugal, na Europa ou em outros países. Após o curso, os diplomados poderão desempenhar funções de engenharia industrial e gestão em várias áreas, tais como produção, distribuição, logística, aprovisionamentos, manutenção, marketing, sistemas de informação e consultadoria, ou optarem por uma carreira de investigação.

Certificates

  • Industrial Engineering and Management (300 ECTS credits)
  • Engineering Sciences - Industrial Engineering and Management (180 ECTS credits)

Courses Units

Linear Algebra and Analytical Geometry

EM0005 - ECTS 1- BACKGROUND
The promotion of logical reasoning, methods of analysis and the theoretical development of mathematical concepts is fundamental to support the study of the majority of course units along this programme of studies.
2- SPECIFIC AIMS
This course unit aims to introduce the basic fundamental concepts of Linear Algebra, Vector Algebra and Analytic Geometry.
3- PREVIOUS KNOWLEDGE
The student must be acquainted with basic notions on trigonometry, real functions, plane analytic geometry, systems of linear equations and logic operations.
4- PERCENTUAL DISTRIBUTION
Scientific component: 100%.
5- LEARNING OUTCOMES
At the end of this, students should be capable of:
a) Knowing vector algebraic operations, their properties and how to apply them;
b) Define vector space, vector subspace and Euclidian subspace;
c) Define linear combination of vectors, linear independence and subspace spanned by a set of vectors;
d) Define a basis and dimension of vector space; obtain the coordinates of a vector with respect to a given basis;
e) Define line and plane, properties and represent lines and planes;
f) Solve problems with lines and planes, such as distances, angles and relative positions;
g) Knowing basic matrix operations, properties and operations;
h) Define and calculate the rank of a matrix;
i) Define nonsingular matrix, properties of the inverse of a matrix and calculate the inverse of a matrix;
j) Define determinant of a matrix, properties and calculate it;
k) Analyse and solve linear systems of equations;
l) Define linear transformations, define and calculate kernel and algebraic operations;
m) Define change-of-basis matrix and apply it to problems with vector spaces and linear transformations;
n) Calculate eigenvalues and eigenvectors of linear transformations and knowing properties.

Mathematical Analysis I

EM0009 - ECTS 1- BACKGROUND
Almost every aspect of professional work in the world involves mathematics. A solid knowledge of mathematical analysis is required for any engineering degree namely mechanics and industrial management.
2- SPECIFIC AIMS
Development of the reasoning capacity of the students and understanding essential mathematical concepts. Students should get solid theoretical and practical formation on the main concepts and results of sequences, differential and integral calculus real functions of one real variable.
3- PREVIOUS KNOWLEDGE
High school math. Functions and graphs. The limit concept, the concept of continuity at a point and the derivative of a function. Differentiation rules.
4- PERCENT DISTRIBUTION
Scientific component:75%
Technological component:25%
5- LEARNING OUTCOMES
Knowledge and Understanding- Theoretical concepts and practical formation on differential and integral calculus real functions of one real variable. Polynomial approximation for real-valued functions using Taylor's polynomials and the error concept. Calculation of areas in cartesian and polar coordinates.Volume calculations.
Engineering analysis-Application of differentiation and integral calculus of one real variable function.
Engineering design- Engineering problems of one real variable.
Investigations- Practical formation on the main concepts and results of differential and integral calculus in R.
Engineering practice- Applications in Physics and Mechanics.
Transferable skills- Knowledge of differential and integral calculus of one real variable.

Industrial Drawing

EIG0005 - ECTS BACKGROUND

In the present global market, engineers and technologists must be more and more visually literate to successfully face the increasing use of graphical communication of technical information. Technical drawing is a globally standardized graphical language for technical communication in all engineering fields. Industrial drawing, in particular, plays a significant role in the different stages of the product development process, allowing the preparation of basic documents for the establishment of industrial contracts, particularly at an international level.

SPECIFIC AIMS:

Introduction of the concept of Standardization in general and of its importance in Engineering. Acquisition of deep knowledge about the representation of the nominal shape and dimensions of objects. Development of spatial visualization and technical communication skills. Introduction to the concept of Geometrical product specification (GPS). Technical skills acquired in this Unit are important for course units like “Introduction to Materials and Manufacturing Processes”, “Manufacturing Processes”, “Computer Aided Design and Manufacturing” and “Project and Team Management”.

PREVIOUS KNOWLEDGE

- Basic notions about drafting and drawing instruments (secondary school).
- Fundamentals of plane and solid Euclidean geometry (secondary school).
- Elements of descriptive geometry (secondary school).

PERCENTUAL DISTRIBUTION

Estimated percentual distribution for the scientific and technological contents:
- Scientific component: 40 %.
- Technological component: 60 %.

LEARNING OUTCOMES:

At the end of the course, the students should be able to:

1) Make drawings of objects in orthographic representation and with nominal dimensioning.
2) Read drawings of objects in orthographic representation and make the correspondent pictorial representations (isometric drawings).
3) Read or write geometrical specifications (tolerances) in the detail drawings of mechanical systems components and select ISO fits in order to fulfil the predetermined design requirements.

Physics and Chemestry

EIG0004 - ECTS Specific Aims:
To level the student's background in the basics of "Electricity and Electromagnetism".

Learning Outcomes:
It is expected that, at the end of these 4 weeks (8h of classes), the students will be able to analyse basic electrical circuits (DC analysis), achieving the required level for the 2nd semester unit on Electricity and Electronics.

Introduction to Materials and Manufacturing Processes

EIG0006 - ECTS Specific Objectives:
To provide the students with an elementary background in the field of Materials and Industrial Technological Processes, enabling them to integrate theoretical knowledge direct or indirectly related to the subjects of the course.

Learning outcomes:
At the end of the course it is expected that the students:
1.Know the characteristic properties of the main material groups used in industry and the associated processing methods.
2.Have the ability to select adequate materials to produce a given component (through catalogue and data bases or property tables analysis), and connect them with available manufacturing processes.
3.Will be able to comprehend (stress / strain, etc) diagrams and extract the elements needed to characterize corresponding material properties.
4.To understand the concepts required to theoretically analysis of these processes.
5.To identify the equipment and terminology related to these processes.
6.To design forming products and tools based on modern methods of analysis and manufacturing.

Mathematics

EIG0003 - ECTS 1- BACKGROUND
Almost every aspect of professional work in the world involves mathematics. A calculus course is a gateway to technical and professional careers for a wide range of curricula. A solid knowledge of mathematical analysis is required for any engineering degree namely mechanics and industrial management.
2- SPECIFIC AIMS
To review the basics of mathematical analysis. To acquire theoretical and practical concepts of differential calculus in R.
3- PREVIOUS KNOWLEDGE
High school math. Recognition of relationships that expresses one variable as a function of another: functions and graphs. The limit concept, the concept of continuity at a point and the derivative of a function.
4- PERCENT DISTRIBUTION
Scientific component:75%
Technological component:25%
5- LEARNING OUTCOMES
Knowledge and Understanding-The basics of differential calculus.
Engineering analysis-Application of differentiation rules of one real variable function.
Engineering design- Identification of derivatives as slope predictors and rates of change.
Investigations- Dependent variables as a function of both of the intermediate variable and of the independent variable.
Engineering practice- Differentiation of composite functions. Applied maximum-minimum simple problems.
Transferable skills- Differentiation rules.

Computer Programming I

EIG0007 - ECTS SPECIFIC AIMS:
The aim of this course is to provide students with fundamental knowledge about Information and Communication Technology (ICT) and, in particular, allow them to develop their skills in computer programming.

LEARNING OUTCOMES:
The students should be able to:
- identify different computer equipments and technical terms used in this area;
-work with operating systems such as MS-Windows and Unix and use different functions of computer networks;
- use the Internet for different purposes: communication between users, access to remote computers, document transfer and information (design of HTML pages and programming in script languages)
- use applications of personal productivity such as word processors, graphic applications and presentation. To be capable of developing integrated applications using programming languages such as Visual Basic for Applications (VBA);
- create algorithms in a pseudo language;
- implement algorithms and develop applications using Visual Basic language;
- develop applications using object oriented programming in Visual Basic in Windows environment

Project FEUP

FEUP002 - ECTS Objectives:
- To receive and integrate the new coming students.
- To introduce the most important services
- To teach “Soft Skills” and to stress their importance (soft skills: team work, communication, etc)
- To discuss a scientific theme/ project

Learning Outcomes:
RES_1: To know FEUP and to use its services, such as: CICA, SICC, SERAC, SDI.
RES_2: To have communication skills (report, oral presentation and poster)
RES_3: To have research skills and to be organized
RES_4: To have team work skills: to make part of a team, to be assessed; to have flexible interpersonal relationships; to have the ability to interiorize and respect group rules
RES_5: To reach the specific aims of the Theme/Project.

Note: Further down is explained how each of theses results are assessed


Mathematical Analysis II

EM0010 - ECTS 1- BACKGROUND
Almost every aspect of professional work in the world involves mathematics. A solid knowledge of mathematical analysis is required for any engineering degree namely to compute physical quantities.
2- SPECIFIC AIMS
Development of the reasoning capacity of the students and knowledge of essential mathematical concepts. Students should get solid theoretical and practical formation on the main concepts and results of differential and integral calculus of several variables, including the basic theorems of calculus. Computation of physical quantities.
3- PREVIOUS KNOWLEDGE
Functions and graphs. Knowledge of differential and integral calculus of one real variable.
4- PERCENT DISTRIBUTION
Scientific component:75%
Technological component:25%
5- LEARNING OUTCOMES
Knowledge and Understanding- Parametric curves in Rn and normal and tangent vectors; to calculate line integrals on that curves. Partial and directional derivatives for real-valued and vector-valued functions; gradient vector and jacobian matrix. The chain rule for real-valued and vector-valued functions including implicit functions. Maxima and minima of unconstrained functions of two and three variables and for constrained functions as well as using Lagrange multipliers method applied to functions with one or two constraints. Evaluation of double integrals over general regions in R2 using rectangular and polar coordinates. Establishment of the relationship between the line integral and the double integral based on the Green’s theorem. Calculation of triple integrals over regions on R3 using rectangular, cylindrical and spherical coordinates.
Engineering analysis- Differential and integral calculus of several variables.
Engineering design- Engineering problems of multiple variables.
Investigations- Practical formation on the main concepts and results of differential and integral calculus in Rn.
Engineering practice- Computation of physical quantities.
Transferable skills- Knowledge of differential and integral calculus of several real variable functions.

Economics

EIG0012 - ECTS Main aims
1. To be capable of solving problems and justify arguments
2. To be capable of dealing with new and unfamiliar situations in different and multidisciplinary contexts
3. To be capable of collecting, selecting and interpreting relevant information to justify solutions and opinions
4. To be capable of integrating knowledge, dealing with complex subjects and developing solutions with limited information, by reflecting on ethic and social responsibilities
5. Continuous assessment; group assignment; presentation and discussion;
6. To be capable of communicating conclusions (knowledge and reasoning related to them) to specialists and non-specialists in a clear and objective way.
7. To be capable of taking a long-life learning in a self-oriented and autonomous way by showing a proactive attitude


SPECIFIC AIMS
Students should be capable of collecting, selecting and interpreting economic and financial information, so that they can integrate them in complex and multidisciplinary situations.
According to the program of this course unit, students should be capable of:

- applying Economics principles: principle of scarcity; cost-benefit principle; increasing opportunity costs; principle of comparative advantage and economic efficiency;
- performing an elementary cost-benefit analysis;
- interpreting and commenting on the economic situations based on macroeconomic variables;
- reaching a concluding by the evolution of relationships between the main aggregates and their consequences regarding opportunities and limitations to companies, families, investors and government;
- formulating elementary decision making scenarios, in order to meet the objectives of the different economic society members in a concrete economic situation, which is characterized by some economic indicators;
- questioning decision variables in order to reach producers’ short-term objectives;
- questioning decision variables to meet consumers’ objectives.


LEARNING OUTCOMES
At the end of the first month of classes, students should be capable of:
- applying the general principles of Economics;
- interpreting economic mechanisms in a macroeconomic level, in order to interpret and comment on the country situation based on macroeconomic variables.

At the end of the semester, students should be capable of:
- applying their knowledge.

Electricity and Electronics

EIG0010 - ECTS BACKGROUND
The pervasive presence of electronic devices and instrumentation in all aspects of engineering design and analysis is one of the manifestations of the electronic revolution that characterized the second half of the 20th century. Every aspect of engineering practice, and even of everyday life, has been affected in same way of another by electrical and electronic devices and instruments. Computers are perhaps the most obvious manifestations of this presence. However, many other areas of electrical engineering are also important for the practicing engineer, from mechanical and industrial engineering to chemical, materials engineering and civil engineering.

The integration of electronics and computer technologies in all engineering academic disciplines and the emergence of digital electronics and microcomputers as a central element of many engineering products and processes have become a common theme across the world. In this context, this course acts as an introductory course in electrical circuits and electronics within the Industrial Engineering and Management curriculum.

SPECIFIC AIMS
The main objective of this course is to present the basic principles and foundations of Electricity and Electronics to the Industrial Engineering and Management students. That is, to an audience composed of non-electrical engineering students.

A second objective is to present the essential material in an uncomplicated fashion, focusing on the important results and applications, and presenting the students with the most appropriate analytical and computational tools to solve a variety of practical problems.


PREVIOUS KNOWLEDGE
A previous knowledge on basic electricity, from Physics and Chemistry course, and differential and integral calculus, from Mathematical Analysis I course, is required.

PERCENTUAL DISTRIBUTION
Estimated percentual distribution for the scientific and technological contents:
- Scientific component: 60 %.
- Technological component: 40 %.


LEARNING OUTCOMES
At the end of the course, the students should:
1. be able to use the fundamental techniques for the analysis of DC and AC circuits, including 3-phase circuits;
2. be able to use the fundamental techniques for the analysis of electronic circuits (diodes, transistors and operational amplifiers);
3. have practice with basic laboratory equipment: multimeters, oscilloscopes, power supplies and signal generators.

Manufacturing Processes

EIG0009 - ECTS SPECIFIC AIMS
This course unit aims to endow students with knowledge in the field of Industrial Technological Processes. This course unit comprises the manufacturing process of casting and the fundamental characteristics of rapid prototyping processes. It also comprises stock removal processes and corresponding tools.

LEARNING OUTCOMES
At the end of the semester, students should be capable of:
1. understanding the necessary concepts to perform a theoretical analysis of these processes
2. identifying equipments and terminology
3. identifying the name and the fundamental characteristics of casting and process and rapid prototyping and corresponding tools;
4. identifying the name and the fundamental characteristics of stock removal processes and corresponding tools
5. relating the different methods of manufacturing to reach machining sequences.

Computer Programming II

EIG0011 - ECTS SPECIFIC AIMS:
The aim of this course is to provide the students with a fundamental knowledge about Information and Communication Technology (ICT) and, in particular, allow them to develop their skills in computer programming.

LEARNING OUTCOMES:
The students should be able to:
-build MS-Excel spreadsheets models using formulas and VBA programming;
-use sequential and random access files in MS-Visual Basic;
-develop web pages with programming script languages (ASP, ASPX);
-create algorithms using primitive and complex data structures;
-build windows applications using object oriented programming in VB.

Mathematical Analysis III

EIG0045 - ECTS 1- BACKGROUND
Mechanical Engineering evolution shows that advanced mathematics is of main importance in present skills and research areas.
2- SPECIFIC AIMS
Development of the reasoning capacity of the students and knowledge of advanced mathematics for engineers. Students should get solid theoretical and practical skills on the main concepts and results of differential and integral calculus of several variables and be able to develope some technological applications.
3- PREVIOUS KNOWLEDGE
Functions, graphs, three-dimensional integration, differential and integral calculus and linear algebra.
4- PERCENT DISTRIBUTION
Scientific component 75%
Technological component 25%
5- LEARNING OUTCOMES
Knowledge and understanding of: ORDINARY DIFFERENTIAL EQUATIONS Linear equations of first order, Riccati equation, homogeneous equations and orthogonal trajectories. Equations of higher order. Reduction of order: some examples. Linear equations of order n , homogeneous solution and particular solution: method of variation of parameters. Systems of differential equations. The Laplace Transform. The s-shifting theorem and t-shifting theorem, the convolution theorem. The Laplace Transform of discontinuos functions. Application to differential equations
LINE INTEGRAL of scalar and vector functions. Independence of path. Work done by a force. Green’s Theorem. SURFACE INTEGRAL. Area of a surface, mass, center of gravity, centroid and moment of inertia. Flux integral. Theorems of Stoke´s and Gauss. FOURIER ANALYSIS Fourier Series. Euler formulas . Even and odd functions, half-range expansions. Approximation by trigonometric polynomials and minimum square error.
PARTIAL DIFFERENTIAL EQUATIONS Equations of first order. General solution of linear equations. Surfaces orthogonal to a family of surfaces. Second order equations. Solution by the method of factorization for homogeneous partial differential equations with constant coefficients. The wave equation: D’Alembert solution and separation of variables. The heat equation.

Industrial Automation

EIG0014 - ECTS BACKGROUND
To provide the future graduates with a set of basic and structuring concepts on Industrial Automation, enabling the dialogue with specialists of the area and the capability of making choices, technically and scientifically based, between several proposed solutions for a given problem. To provide the students with the necessary tools so they can be able to understand, characterize, specify and design industrial automatic systems that use pneumatic or electrical actuating systems.

SPECIFIC AIMS
This course aims to introduce and develop a set of concepts and knowledge in the field of pneumatic drives, electrical and control systems necessary for the selection and implementation of industrial automation systems.

PREVIOUS KNOWLEDGE
The students should have basic knowledge of logic, electrical circuits and programming skills.

PERCENTUAL DISTRIBUTION:
Scientific component – 30%
Technological component - 70%

LEARNING OUTCOMES
By the end of this course, the student will be able to:
• Identify driving and control equipment used in automatic systems;
• Describe the operating principles and applicability of equipment used for driving and control functions in automatic systems;
• Evaluate and specify driving and control solutions;
• Calculate driving and control solutions for pneumatic, hydraulic and electromechanical systems;
•Design control systems based on cabled logic with pneumatic and electromechanical components;
• Develop control solutions using Programmable logic controllers.

Statistics I

EIG0015 - ECTS AIMS
This course unit aims to acquaint students with underlying knowledge on Descriptive Statistics, Probability Theory, Probability Distributions, Random Sampling, Sampling Distribution and Point and Interval Estimates. Later on, when attending to the course unit Statistics II, students will be asked to recall this knowledge in order to learn statistics techniques, which will have an important application in their future career.


LEARNING OUTCOMES
At the end of the semester, students should be capable of: (I) identifying the concepts of this course unit in a structured way; (II) using tools of descriptive statistics in the analysis of data samples; (III) solving common problems, which involve elementary probability theory, random variables, probability distributions and point and interval estimation; (IV) using Microsoft Excel to solve the above mentioned problems.

Materials

EIG0013 - ECTS This course unit aims to acquaint students with mechanical properties of metal, polymeric and ceramic alloys.

At the end of the first five weeks, students should be capable of:
1- understanding the microstructures of steel and cast iron and relate them to the chemical composition and cooling speeds in different thermal treatments
2- relating microstructures with mechanical properties: resistance, ductility and tenacity.

At the end of the semester, students should:
3- be familiar with the names and objectives of the main ways of supply of metal alloys and corresponding thermal treatments;
4- be capable of identifying the main commercial polymers and their advantages and limitations;
5- be capable of identifying the advantages and limitations of polymers manufacturing processes;
6- be capable of identifying the general properties of ceramic materials and traditional applications of ceramics.

Mechanics I

EM0014 - ECTS BACKGROUND
A good engineering background should have a strong component in physics. An engineer who has mastered the key concepts of physics and learns the methods of analysis has an advantage in studying and designing new solutions. The students should identify correctly the forces acting on a structure and its connections. They should be able to perform the characterization of the internal loads resulting from external forces and also to characterize the components in respect to its mass distribution.

SPECIFIC AIMS
In this course the student should acquire a good education in the study of static friction of the dry and in the calculation of centers of gravity and moments of inertia.
In what concerns statics they should be able to identify all the actions and external connections on a structure and to obtain the free body diagram; use the vector calculus to solve static problems and know the concepts of static equilibrium and body system; they should be able to analyze the internal loads in frames and identify its connection forces with and without dry friction (Coulomb);
In the same way they should acquire knowledge to study mass distribution to obtain the gravity center and inertia matrix of 2D and 3D bodies. The students should be familiar with the fundamental concepts to obtain the first and the second moment and product of areas and solids (the centroid and the inertia matrix).

PREVIOUS KNOWLEDGE
EM0005 Vector Algebra; Matrices; Determinants; Systems of Linear Equations; Linear Spaces, Transformations and Matrices; Eigenvalues and Eigenvectors.
EM0009 Functions and graphs. The limit concept, the concept of continuity at a point and the derivative of a function.
EM0010 Evaluation of double integrals over general regions in R2 using rectangular and polar coordinates. Calculation of triple integrals over regions on R3 using rectangular, cylindrical and spherical coordinates.

PERCENTUAL DISTRIBUTION
Scientific component: 100%.
Marks higher than 17/20 must be confirmed by oral examination

LEARNING OUTCOMES
Used of vector mechanics applied to statics and a good understanding of the concepts of Force, Moment, couple and resultant of a force system. Analysis of the Static equilibrium in two and three dimensional systems of bodies and structures. System Definition and its free body diagram. Introduction to structural mechanics: method of joints and method of sections in a simple truss of 2 and 3 dimensions. Introduction to the study of simple contact Friction (Coulomb).
Properties of surfaces and bodies. First moment of area and centroid. Theorems of Pappus-Guldinus. Second moment and product second moment of areas and solids. Transfer theorem (Steiner). Rotation of axes and relations between second moment and product second moment of area. Principal axes and matrix of inertia.

Numerical Analysis

EM0016 - ECTS General:
The students will be able to choose the most efficient methods for the solution of each basic Numerical Analysis problem. The students are expected to understand the theorems and convergence conditions of each of the methods described, to be able to program them, to test them effectively on a computer and discuss the results obtained.

Specific:
For each chapter in the program the successful students
will be able to list the applicability conditions of the numerical methods and state the corresponding theorems of convergence;
they will be able to apply the methods, formula and algorithms taught to simple problems;
they will be able to describe the behavior of the methods, translate them into algorithms and
‘Matlab Functions’ as well as test them on examples comparing and analyzing the results;
they will explain the proofs of the theorems given and apply the proof techniques involved to other related situations;
they will be able to solve new problems with the numerical tools here taught and compare the performance of the various numerical methods in terms of speed and accuracy.


PREVIOUS KNOWLEDGE
The students are supposed to know the subjects taught in Linear Algebra and Mathematical Analysis as well as in Computer programming


Computer Aided Design and Manufacturing

EIG0016 - ECTS To transmit to the students the capacity to handle geometric and non-geometric information in the production area.
Development of standardization concepts in Mechanical Engineering Drawing. First approach to conception drawing. Introduction to the functional analysis of mechanical systems, through the study of their assembly drawings and the detail drawing of some of their components.
To implement computer programs that allow the processing of the information retrieved from commercial software.
To identify and use the diverse characteristics inherent to the drafting programs and numerical controlled machines.

Learning Outcomes

By the end of the semester, the students should:

1. Be acquainted with CAD/CAM systems;
2. To know concepts on standardization in Mechanical Engineering Drawing;
3. To understand of the functional work of mechanisms from the study of their assembly drawings;
4. Be capable of design a definition drawing or an assembly drawing using CAD systems;
5. Be able to create three-dimensional components of mechanical systems and be capable of assembling them using CAD systems;
6. Be able to obtain definition and assembly drawings previously created, or one of their components using CAD systems, easily;
7. Know how to develop computer programs to process information of CAD/CAM systems;
8. Be acquainted with the main concepts of numerical command systems and associated machine tools;
9. Know how to develop numerical command programs for milling and turning lathe machines.

Statistics II

EIG0018 - ECTS 1- BACKGROUND
There is no functional business area that operates today without a good understanding of Statistics. As such, Statistics plays a fundamental role in the decision making process of any engineer and should be taught in all engineering syllabus.

2- SPECIFIC AIMS
The aim of the course units Statistics I and II is to endow students of the "Mestrado Integrado em Engenharia Industrial e Gestão" with an integrated vision of the basic concepts and statistic techniques frequently applied. At the end of these course units, students should be capable of using methods of statistic analysis in an autonomous way. Statistics II is manly focused on applying statistical techniques.

3- PREVIOUS KNOWLEDGE
EIG0015: All topics.

4- PERCENTUAL DISTRIBUTION
100 % scientific.

5- LEARNING OUTCOMES:
At the end of this course unit students should be able to:
(I) define hypothesis and test them statistically;
(II) perform different types of parametric and non-parametric tests;
(III) perform analysis of variance;
(iv) perform regression analysis;
(v) use Microsoft Excel to apply the above mentioned techniques.

Mechanics II

EM0018 - ECTS 1. To understand and to apply the essential concepts of KINEMATICS which are related with the motion of RIGID BODIES. To determine its velocity and acceleration.
2. To know how to determine velocity fields and contemporaneous accelerations in absolute or relative motions of the various mechanism components in an arbitrary 3D motion.
3. To identify what happens on a solid due to its motion (mass and inertia).
4. To know how to determine the dynamic balance of mechanical systems through vector theorems, energy theorems, impulse theorem and quantity of movement.

By the end of the semester, students should know how to analyze kinematic and dynamic behaviours of bi dimensional and tri dimensional mechanisms.

Industrial Automation Systems

EIG0017 - ECTS BACKGROUND

Industrial automation systems can be considered at various levels and perspectives. In an industrial engineering and management professionals perspective, being aware of the potential of automation technologies is essential. A global view of the automation systems is particularly relevant for understanding and evaluating their application within the complex production systems.
This course complements the technical background previously acquired by exposing the students to computer communications and automation solutions available to support the main activities at the shop floor level and the planning levels, both technological and organisational.

SPECIFIC AIMS

A central aspect will be to analyse how each of the automation elements presented, either individually or as a system, can support the manufacturing processes and operations so they will not pose a limitation to the overall objectives, or needs, of the company or enterprise. In addition to an understanding of the technological issues involved in each of the specific automation systems, it is also an objective to discuss and understand their contribution to modern manufacturing concepts such as production flexibility and integration.

PREVIOUS KNOWLEDGE

This course can take advantage on technical knowledge previously acquired on other courses:
- sensors/actuators, programmable logic controllers from Industrial Automation-IA, EIG0014;
- product data representation and CAD models from Computer Aided Design and Manufacturing- CFAC, EIG0016).

PERCENTUAL DISTRIBUTION

Estimated percentual distribution for the scientific and technological contents:
- Scientific component: 30 %.
- Technological component: 70 %.

LEARNING OUTCOMES

At the end of the course, the students should be able of:
1. Identifying the most recent and relevant elements of automation in production systems.
2. Explaining how these elements participate in the decision processes and flows of information of the company.
3. Evaluating the possibilities and understanding the limitations of these elements as automation alternatives at the production level.
4. Understanding the application of these elements of automation beyond the production systems.
5. Understanding and evaluating modern concepts of manufacturing systems such as production flexibility and integration.

Operational Research I

EIG0022 - ECTS This course unit aims to acquaint students with underlying knowledge in Operations Research. It will be stressed its role as a method of taking decisions. This course unit also aims to endow students with the following skills:
- to identify decision problems;
- to apply the various stages of problem solving decision, namely the definition and structure of problems, construction of models, use of quantitative methods to obtain a solution;
- to critically analyse a solution;
- to understand the importance of the role of the agent in organisations.

Solid Mechanics and Structures

EIG0020 - ECTS Introduction to the basics concepts needed for the Analysis of Solids and Structures and acquisition of the capacity of solving and understanding basic problems of solid Mechanics.

Microeconomics

EIG0023 - ECTS In this course it is aimed that students are able to correctly implement different economical concepts to understand the way markets work and the interaction between the economic agents. At the end of the course, the students should have the necessary skills to:
- characterize a given market
- identify the market structure
- identify the economic agents key decision making strategic variables
- identify the agents' best response and its competitors response

Information Systems I

EIG0021 - ECTS MAIN AIMS
The main aim of this course unit is to train students to design adequate information systems which fulfil users’ needs and the objectives of organisations, always taking into account the short, medium and long term.

OTHER AIMS
1. To train students to use identification techniques of critical factors of success, activities modeling and business processes.
2. To train students to use conceptual modeling techniques of information, particularly object classes.
3. To train students to use user interface modeling techniques.
4. To train students to use a design methodology of computer technology.
5. To train students to use the available computer tools on Database Management Systems (DBMS) for Information Systems prototyping.
6. To train students to use relational modeling techniques.

Termodinamics and Heat Transfer

EIG0019 - ECTS BACKGROUND
In a world where energy is an increasingly scarce and expensive commodity, is critical to an industrial engineer to possess a solid knowledge of thermodynamics so he can take informed decisions in this area. Students should therefore know the functioning of the various thermodynamic cycles of thermal engines and refrigeration machines, as well as being able to perform basic calculations of heat transfer.

SPECIFIC AIMS
This course unit aims to provide the students with a solid knowledge in the area of thermodynamics and heat transfer as well as some training in team work, through the realization of thermal design of several equipments, using the knowledge of thermodynamics and heat transfer acquired in this course.

PREVIOUS KNOWLEDGE
EM0009: Differential Calculus in R., Integral Calculus in R..
EM0010: Partial and directional derivatives; gradient vector; partial derivatives of higher order,
EIG0004: Fundamentals of Electric Circuits, Charge, Current and Kichhoff's Current Law, Resistive Network Analysis.
EM0014: Introduction to vector mechanics applied to statics and presentation of the concepts of Force, Moment, couple and resultant of a force system. Static equilibrium in two and three dimensional systems. System Definition and its free body diagram.
EIG0020: Analysis of Stress: Concept of Stress, equilibrium equations.

PERCENTUAL DISTRIBUTION
Scientific component (establishes and develops scientific bases) – 80%
Technological component (apply to design and process operation) – 20%

LEARNING OUTCOMES
At the end of this subject students shall be able to:
Basic engineering calculations: define, calculate and estimate properties, or variations in properties, of substances or of thermodynamic systems, such as enthalpy, internal energy, entropy, specific volume, mass flow rate, pressure and temperature.
Thermodynamic calculations using the first law: Define and calculate works of acceleration and elevation of masses, in a gravitational field, electric, shaft and boundary displacement. Define and calculate heat and work exchanges between a system and its neighbourhood in close and open systems, stationary or unsteady flow.
Applications of the second law: calculate ideal thermal efficiencies of heat engines, refrigerators and heat pumps. Define and calculate efficiencies of several energy conversion devices. Define and calculate isentropic efficiencies of several steady flow devices.
Power and refrigeration cycles: draw the thermodynamic cycles in properties plots and calculate their thermal efficiencies with several degrees of realism.
Heat transfer: perform calculations of heat transfer by conduction in plane, cylindrical and spherical surfaces.
Computation: Use the EES program in the resolution of problems involving energy balances and other thermodynamic applications.
Team work: work effectively in problem-solving teams and carry out meaningful performance assessments of individual team members

Accounting

EIG0027 - ECTS This course unit aims to endow students with knowledge, which make them able to develop and interpret reports of accounting information, which underpin firms’ economic and financial analysis and are an integral part of the decision processes.
This course unit also aims to acquaint students with the problems of management accounting which companies come across, giving a special emphasis to production, stocks and sales valuation.

Operational Research II

EIG0026 - ECTS BACKGROUND
In order to become leaders of organizations in today's highly competitive business environment, managers must be aware of fundamental tools and methods for quantitative modelling. The purpose of the Operational Research II course is to make students aware of the main concepts and key-aspects of advanced operational research techniques, as well as to develop the skills required to apply these techniques successfully.

SPECIFIC AIMS
This course unit aims to acquaint students with advanceed knowledge in Operational Research techniques, including stochastic methods.


LEARNING OUTCOMES
This course unit aims to endow students with the following skills:
1. Know the key-concepts and features of the different Operational Research techniques and algorithms included in the course program.
2. Construct models to represent real-word problems
3. Solve those problems using the techniques presented in this course.

Fluid Mechanics

EIG0024 - ECTS This course unit aims to make students understand and analyse the behaviour of fluids at rest and in motion, based on the fundamental laws of mechanics and using specific methodologies. Hence they can solve problems of fluid mechanics in the areas of engineering.

At the end of the first month, students should be capable of:
1. characterizing fluids regarding their properties. Students should also be capable of solving simple problems using Newton’s law of viscosity.
2. applying hydrostatic principles to determine pressure, centres of pressure and manometry.
3. applying Bernoulli equation to the study of flows, discharge measurement and flow velocity.

At the end of the semester, students should be capable of:
4. applying and be acquainted with the basic principles of dimensional analysis in the experimental study of fluid mechanics
5. applying mass and energy conservation equations to the study of duct flows.
6. understanding the functioning of pumps and ventilators, so that the right equipment is selected.
7. determining interaction forces associated to flows and immersed bodies

Machine Elements

EM0038 - ECTS The objective of this course is to give knowledge relevant for machine design, through the analysis of design problems and of some machine elements frequently used. Students are expected to use knowledge already obtained in other courses, such as Solid Mechanics, Structures and Materials, and to complement that knowledge through applications to design of machine elements.

Information Systems II

EIG0025 - ECTS This course unit aims to:
- familiar students with the role of Information Systems (IS) in organisations and the importance of meeting organisations’ strategy;
- familiar students with business models of digital economy;
- teach students how to make decisions in IS, mainly in the area of planning and IS management;
- train students in exploring IS concerning business analysis and knowledge management;
- broaden students’ knowledge in Database Management Systems, mainly in Unified Modeling Language (UML), relational model and SQL;
- endow students with skills to develop Web applications.

Operations Management

EIG0029 - ECTS 1-BACKGROUND: The effectiveness of Production Systems is a source of competitive advantage for companies or countries. Operations Management provide guidelines on how to design, organize, operate and control systems of people, raw materials, equipment and facilities in order to serve the customers of products or services in competitive terms.

2-SPECIFIC AIMS: The aim of this course is to provide the students an integrated vision of important concepts, techniques and strategies of the Production/Operations Management. By completing the course, one expects that the students acquire a global vision of the concepts, problems and available tools, enabling them to take better decisions in the scope of the field of study. The students are expected to better analyze production situations, recognizing “trade-offs” between Cost, Quality, Time and Flexibility in devising solutions for competitive systems. They should be aware of the Strategic, Tactical and Operational levels of the decisions to be taken.

3 - PREVIOUS KNOWLEDGE
Material Source
Statistical Distributions Statistics I
Linear Programming Operational Research I
Integer Programming Operational Research II

4 - PERCENTUAL DISTRIBUTION
Scientific component 20%
Technological component 80 %

5 – LEARNING OUTCOMES
Knowledge and Understanding – Understand the importance of Operations Management to obtain competitive advantages in the market; Know the main methods to deal with the problems faced to manage the main types of production organization.

Engineering Analysis – Student will be able to use tools of process analysis to better describe the problems faced or to do diagnostics of existing systems to prioritize improvements.

Engineering Design – Students will better understand the connections between Product and Process design, taking in account the production volume forecasted and the economic implications of the decisions taken at the start of the project.

Investigations – The use of internet resources and DVD of the main book is required to obtain a better understanding of the field of study.

Engineering Practice – The use of several simulations during the practical sessions and the two full days of “immersive” dedication to a “digital production simulator” provides “hands-on” experience in better solving production problems. Solving the proposed cases promotes team skills and applying the tools learned.

Transferable Skills - Students should be able to use the skills of “connect the dots” between different sides of the problems and manage the interactions of the proposed solutions to more complex problems.

Total Quality Management

EIG0028 - ECTS 1. BACKGROUND

Nowadays, quality management methods and tools are ubiquitous within the activity of an industrial engineer. From product design to production management and procurement, quality management is always present. Therefore, an industrial engineer should master the quality management methods and techniques, and should have the ability to develop quality management systems and manage quality improvement projects.

2. AIMS

The course aims at providing students with a deep understanding of quality management principles and a comprehensive knowledge of the fundamental methods, techniques and skills required for the design of industrial quality management systems as well as quality improvement projects.

3. PREVIOUS KNOWLEDGE

Statistics Course (I and II)

• Descriptive statistics and elementary probability theory;
• Random variables and fundamental univariate discrete and continuous distributions;
• Random sampling and sampling distributions;
• Statistical inference: confidence intervals and hypothesis testing;
• Analysis of variance: Models with one factor with fixed effects.

4. PERCENTUAL DISTRIBUTION

• Scientific component: 50%
• Technological component: 50%

5. LEARNING OUTCOMES

At the end of the course the students should:

• understand the fundamental principles of quality control, quality assurance and quality management;
• be able to identify, model and analyze business processes;
• be able to develop quality management systems according to ISO9001 standard;
• know the fundamental quality tools and understand the problem solving methodology;
• use statistical methods and other problem-solving techniques to improve the quality of products and services (with software tools);
• use statistical process control tools to achieve process stability and improve process capability.

Financial Management

EIG0032 - ECTS This course unit aims to acquaint students with the main issues related with financial management of companies. It also aims to endow students with basic tools to:
1- analyse audit reports of companies and to make a economic and financial diagnosis
2- take the most appropriate financial decisions in a company, both in operation and strategy

Project and Team Management I

EIG0037 - ECTS Development of standardization concepts in Mechanical Engineering Drawing. Improvement of spatial visualization and technical communication skills. Introduction to the design drawing. Introduction to the functional analysis of mechanical systems, through the reading of their assembly drawings and the detail drawing of some of their components. Development of the ability to establish relationships between the design, product definition, manufacturing and verification phases.

Logistics Management

EIG0030 - ECTS 1- BACKGROUND
The logistics function is, overtime, becoming more important for the organizations. This course approaches this from a cross-functional perspective and addresses the interfaces with marketing (other course) and with production management (other course).

2- SPECIFIC AIMS
The aim is to give students an integrated view of the logistics function, from inbound to outbound and across the Supply Chain. In particular, to develop the skills required to manage logistics, to conceive a warehouse, to design a fleet (size and mix) and to define inventory levels and control models.

3- PREVIOUS KNOWLEDGE
General basic knowledge/background Engineering students have on the 4th year.

4- PERCENTUAL DISTRIBUTION
* Scientific component - 50%
* Technological component - 50%

5- LEARNING OUTCOMES
At the end of this subject, students should be able to:
- understand the role of logistics management in the organization
- understand the basic concepts of supply chain management
- design/conceive a warehouse
- define the fleet size & mix required for a given situation
- establish adequate inventory levels and control mechanisms

Marketing

EIG0031 - ECTS The main objective of this discipline is to transmit the students basic knowledge in the area of Marketing to allow them (i) to understand the importance of the customers approach in the success of Enterprise Strategies and (II) to elaborate a Strategic Marketing Plan.
It is also aimed to endow students with real enterprise experiences and techniques, so that the beginning of their professional career should be done in an easier way.

Project Appraisal

EIG0035 - ECTS Background

This subject deals with the analysis of one of the most important decisions in Corporate Finance - the allocation of funds to capital projects, in order to maximize firm value.

Specic Aims

To provide students with the knowledge of basic methodologies for the analysis of the financial and economic feasibility of investment projects, in certainty and uncertainty conditions.

Previous Knowledge

Basic accounting concepts; basic financial mathematics.

Learning Outcomes

It is intended that at the end of the course students
know how to justify the decision making of real investments in companies, and are capable of analysing and ellaborating Business Plans.

Maintenance Management

EIG0033 - ECTS Background
The effectiveness of the Maintenance of a Production Plant lies in its ability of assuring a certain required level of technical availability, and optimizing the entrepreneurial productivity and flexibility and the product’s quality itself. All the maintenance actions shall comply with defined strategic company goals and organizational schemes.

Specific Aims
The aim of this subject is to acquaint the students with an integrated overall view of concepts, techniques and strategies most commonly used in Maintenance Management. At the end of the course it is expected that students have a global view of concepts, problems, available tools and decision support systems to help them making the best decisions to solve the main maintenance management problems related to TPM (total productive maintenance) and RCM (reliability centered maintenance).

Previous Knowledge
Operational Research I
Operational Research II
Statistics I
Statistics II
Procution Management
Total Quality Management

Percentual Distribution
Technological component 25%
Scientific component 75%.

Learning Outcomes
At the end of the semester, students should be capable of:
- Analyse the actual or expected reliability of a product, process or service, identifying the actions to reduce the failures and mitigate their effect;
- Acquire competences in using tools and techniques for the lifetime analysis of systems;
- Acquire detailed knowledge of Total Productive Maintenance (TPM)
- Understand the critical factors of success when implementing TPM plans;
- Use tools and methodologies to support TPM, such as Kobetsu Kaizen, Autonomous Maintenance and Planned Maintenance

Human Resources Management

EIG0036 - ECTS 1- BACKGROUND

2- SPECIFIC AIMS

3- PREVIOUS KNOWLEDGE

4- PERCENTUAL DISTRIBUTION

5- LEARNING OUTCOMES
At the end of this course the students should be able to:


The main aim of this course unit is to train students on human resources/people management, by stressing the importance of Human Resources Management as an area, which deals with policies, systems, orientation and strategies of organisation.

This course unit also aims to develop students’ skills on the use of different Human Resources Management tools, which contribute to a more efficient management of people.

Project and Team Management I

EIG0037 - ECTS Development of standardization concepts in Mechanical Engineering Drawing. Improvement of spatial visualization and technical communication skills. Introduction to the design drawing. Introduction to the functional analysis of mechanical systems, through the reading of their assembly drawings and the detail drawing of some of their components. Development of the ability to establish relationships between the design, product definition, manufacturing and verification phases.

General Management

EIG0034 - ECTS This course unit aims to acquaint students with organisational models, the role of management (and manager) and the required management tools to successfully implement a strategy.
It also aims to develop students’ perception regarding the interaction of a company with its surrounding environment and teach them how to develop competitive and development strategies.
It will be given a special emphasis to the relation of production policies, marketing and logistics with the objectives and strategies of the companies.

Management Control Systems

EIG0039 - ECTS With this course, students are expected to understand the nature and scope of 'Management Control Systems', dominating not only the different stages of the management control cicle, but also the main technical skills of the controller activity, including analysis of information for decision-making.

Inf: Accounting and financial management skills are needed.

Company and Business Law

EIG0041 - ECTS The purpose of this subject is to give our students, who do not have any preparation or knowledge on juridical matters, a complete training about the interference of law in the companies and in commercial business.Therefore the enterprise is observed under a juridical point of view on different aspects, concerning its activities, contracts and the problems that may occur when applying the law. Although the intention and purpose is not, and can not be, to give a complete preparation in business and company law the subject intends to make the students understand some of the problems that may emerge when starting and developing commercial activities and to prepare them to be aware of those problems and have the knowledge to take the right and lawful decisions.

Dissertation

EIG0047 - ECTS To provide final year students the chance to apply the knowledge acquired throughout the course into solving real world problems and to provide them a first experience on integration in a enterprise environment.

Corporate Strategy

EIG0040 - ECTS 1- BACKGROUND
Strategic thinking is becoming more and more relevant for an Industrial Engineer. The need to develop strategic management skills is crucial for the competitiveness of organizations, and only those o possess such skills will be able to assume higher levels of responsibility.

2- SPECIFIC AIMS
This course unit aims to endow students with the basic skills to think strategically, to develop a specific business and corporate strategy, to understand the issues and hurdles of implementation, in order to play a role in a given company's competitiveness.

3- PREVIOUS KNOWLEDGE
EIG0035 Project Appraisal
EIG0036 Human Resources Management
EIG0034 General Management
EIG0029 Operations Management
EIG0028 Total Quality Management
EIG0032 Financial Management
EIG0030 Logistics Management
EIG0031 Marketing

4- PERCENTUAL DISTRIBUTION
* Scientific component - 60%
* Technological component - 40%

5- LEARNING OUTCOMES
At the end of this subject, students should be able to:
- think strategically
- understand the issues and hurdles of implementing a given strategy
- design a specific business and corporate strategy
- design a strategic implementation plan
- define the controlling mechanisms for a given implementation plan

Project and Team Management II

EIG0042 - ECTS BACKGROUND
Project management capabilities is of paramount importance to ensure the competitive capacity of a company or institution. It is one of the most best known methodology to mange and carry out efficiently and effectively the activities within a company or organization to improve efficiency, manage R&D activity, manage new product development activity, and innovation processes. Mastering Project Management comprises the ability to use effectively a broad set of technical, management and soft skills, most of them already addressed in other courses, in an integrated and challenging way. This course addresses the techniques and methods that are the constitutive tools in Project Management, and the effective use of them as a methodology.

SPECIFIC AIMS
To provide the students with the necessary tools and some practice so they become able to design and perform a Project Management activity, namely:

Definition of a Project and in what conditions a Project Management approach should/must be used;
Got acquainted with the language, concepts and fundamental models of Project Management;
The Project Management as an activity within the enterprise’s organizational structure and its relation with other activities, the authority and responsibility, communications processes, competition for resources, etc.;
The Project Management as a Management Methodology to achieve the company’s strategic objectives;
Identification and application of Management Processes in the scope of the Project Management activity;
Attitudes and values needed for running and leading Project Management activity;
Practice based on case studies addressing real situations of Project Management;

PREVIOUS KNOWLEDGE
Organisational design;
Human resources Management;
Leadership;
Time management;
Communication;
Quality Management;
Strategic management;
Network scheduling techniques;
Pricing and estimating;

PERCENTUAL DISTRIBUTION
Scientific component (establishes and develops scientific bases) – 20%
Technological component (apply to design and process operation) – 80%

LEARNING OUTCOMES
On successful completion of this course, students should be able to:
- Define a Project in the context of overall company’s activity;
- Describe the Project management methodology and knowledge areas that it comprises;
- Identify the company’s organizational structure and its relation with the company’s competitive strategy;
- Describe how the Project management activity relates with the main activity and processes of the company;
- Recognize the conditions that recommend the application of the project management methodology;
- Set the statement of work of a project including its strategic objectives;
- Make a Project master plan;
- Make a detailed project plan including all the relevant dimensions to be managed;
- Select and apply the most suitable techniques, tools and management processes for a given project;
- Design a suitable organizational structure for implementing a project team;
- Direct and manage the project execution;
- Monitor and control Project work;
- Manage the stakeholders;

Quantitative Methods for Management

EIG0038 - ECTS The managers of every company – from the private or public sectors – have to make decisions on how to allocate the organization resources. Being part of the necessary information to take decisions quantitative, the managers of today’s world must be able to assess, analyse and use it.

The aim of this course is to provide the students the suitable analytical skills and data treatment tools and quantitative models to support decision making procedures.

Dissertation

EIG0047 - ECTS To provide final year students the chance to apply the knowledge acquired throughout the course into solving real world problems and to provide them a first experience on integration in a enterprise environment.
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