Statistical Quality Control, 6 credits
Statistisk kvalitetsstyrning, 6 hp
TMQU31
Main field of study
Industrial Engineering and ManagementCourse level
Second cycleCourse type
Programme courseExaminer
Elisabeth JohanssonDirector of studies or equivalent
Uni SallnäsEducation components
Preliminary scheduled hours: 52 hRecommended self-study hours: 108 h
Available for exchange students
YesMain field of study
Industrial Engineering and ManagementCourse level
Second cycleAdvancement level
A1XCourse offered for
- Industrial Engineering and Management, Master's Programme
- Mechanical Engineering, Master's Programme
- Energy-Environment-Management
- Mechanical Engineering, M Sc in Engineering
- Industrial Engineering and Management - International, M Sc in Engineering
- Industrial Engineering and Management, M Sc in Engineering
Specific information
May not be included in the same degree as TMQU06
Entry requirements
Note: Admission requirements for non-programme students usually also include admission requirements for the programme and threshold requirements for progression within the programme, or corresponding.
Prerequisites
Mathematical statistics, Industrial Organization, Quality Management and EngineeringIntended learning outcomes
The course provides a comprehensive coverage of statistical approaches and methods for industrial quality management. After the completed course, the student shall be able to;
- demonstrate deep knowledge about statistical methods for quality technology and management, and in a systematic way select methods to solve advanced quality related problems within industry and service production
- discuss the occurrence and consequences of variation in industrial processes and from a systems perspective identify situations where statistical methods can contribute to improvement of products and processes
- plan and conduct industrial improvement projects based on advanced statistical methods for quality improvement
- on an advanced level discuss principles for collection and analysis of process information for development of processes and products
- analyse and identify improvement needs for measurement systems in industrial organisations
- explain and discuss how procedures for statistical quality control can be implemented and contribute to development in industrial organisations
Course content
Understanding of variation, statistical process control, process improvements through statistical analysis, 7 QC tools, advanced forms of control charts (EWMA, CUSUM, Shewhart charts), Moving Range techniques, time series analyses, control charts for attribute data, capability studies, process mapping, visualisation techniques for effective decision making, statistical analyses in Excel and MINITAB, measurement system analysis, implementation of performance measurement and control.
Teaching and working methods
The course is organised around lectures and workshops where important thematic areas are presented. The course is examined through written assignments, participation in case seminars, lab exercises and a large project that is conducted in cooperation with an industrial company.
Examination
LAB1 | Laboratory work | 1.5 credits | U, G |
UPG1 | Hand-in assignment | 4.5 credits | U, 3, 4, 5 |
Grades
Four-grade scale, LiU, U, 3, 4, 5Other information
Supplementary courses
Six Sigma Quality, Quality Management - Project Course
Department
Institutionen för ekonomisk och industriell utvecklingDirector of Studies or equivalent
Uni SallnäsExaminer
Elisabeth JohanssonEducation components
Preliminary scheduled hours: 52 hRecommended self-study hours: 108 h
Course literature
Books
- Montgomery, D. C., (2013) 7 Wiley
ISBN: 9781118322574
Other
Complementary literature is handed out during the course.
Code | Name | Scope | Grading scale |
---|---|---|---|
LAB1 | Laboratory work | 1.5 credits | U, G |
UPG1 | Hand-in assignment | 4.5 credits | U, 3, 4, 5 |
Course syllabus
A syllabus has been established for each course. The syllabus specifies the aim and contents of the course, and the prior knowledge that a student must have in order to be able to benefit from the course.
Timetabling
Courses are timetabled after a decision has been made for this course concerning its assignment to a timetable module. A central timetable is not drawn up for courses with fewer than five participants. Most project courses do not have a central timetable.
Interrupting a course
The vice-chancellor’s decision concerning regulations for registration, deregistration and reporting results (Dnr LiU-2015-01241) states that interruptions in study are to be recorded in Ladok. Thus, all students who do not participate in a course for which they have registered must record the interruption, such that the registration on the course can be removed. Deregistration from a course is carried out using a web-based form: www.lith.liu.se/for-studenter/kurskomplettering?l=sv.
Cancelled courses
Courses with few participants (fewer than 10) may be cancelled or organised in a manner that differs from that stated in the course syllabus. The board of studies is to deliberate and decide whether a course is to be cancelled or changed from the course syllabus.
Regulations relating to examinations and examiners
Details are given in a decision in the university’s rule book: http://styrdokument.liu.se/Regelsamling/VisaBeslut/622678.
Forms of examination
Examination
Written and oral examinations are held at least three times a year: once immediately after the end of the course, once in August, and once (usually) in one of the re-examination periods. Examinations held at other times are to follow a decision of the board of studies.
Principles for examination scheduling for courses that follow the study periods:
- courses given in VT1 are examined for the first time in March, with re-examination in June and August
- courses given in VT2 are examined for the first time in May, with re-examination in August and October
- courses given in HT1 are examined for the first time in October, with re-examination in January and August
- courses given in HT2 are examined for the first time in January, with re-examination at Easter and in August.
The examination schedule is based on the structure of timetable modules, but there may be deviations from this, mainly in the case of courses that are studied and examined for several programmes and in lower grades (i.e. 1 and 2).
- Examinations for courses that the board of studies has decided are to be held in alternate years are held only three times during the year in which the course is given.
- Examinations for courses that are cancelled or rescheduled such that they are not given in one or several years are held three times during the year that immediately follows the course, with examination scheduling that corresponds to the scheduling that was in force before the course was cancelled or rescheduled.
- If teaching is no longer given for a course, three examination occurrences are held during the immediately subsequent year, while examinations are at the same time held for any replacement course that is given, or alternatively in association with other re-examination opportunities. Furthermore, an examination is held on one further occasion during the next subsequent year, unless the board of studies determines otherwise.
- If a course is given during several periods of the year (for programmes, or on different occasions for different programmes) the board or boards of studies determine together the scheduling and frequency of re-examination occasions.
Registration for examination
In order to take an examination, a student must register in advance at the Student Portal during the registration period, which opens 30 days before the date of the examination and closes 10 days before it. Candidates are informed of the location of the examination by email, four days in advance. Students who have not registered for an examination run the risk of being refused admittance to the examination, if space is not available.
Symbols used in the examination registration system:
** denotes that the examination is being given for the penultimate time.
* denotes that the examination is being given for the last time.
Code of conduct for students during examinations
Details are given in a decision in the university’s rule book: http://styrdokument.liu.se/Regelsamling/VisaBeslut/622682.
Retakes for higher grade
Students at the Institute of Technology at LiU have the right to retake written examinations and computer-based examinations in an attempt to achieve a higher grade. This is valid for all examination components with code “TEN” and "DAT". The same right may not be exercised for other examination components, unless otherwise specified in the course syllabus.
Retakes of other forms of examination
Regulations concerning retakes of other forms of examination than written examinations and computer-based examinations are given in the LiU regulations for examinations and examiners, http://styrdokument.liu.se/Regelsamling/VisaBeslut/622678.
Plagiarism
For examinations that involve the writing of reports, in cases in which it can be assumed that the student has had access to other sources (such as during project work, writing essays, etc.), the material submitted must be prepared in accordance with principles for acceptable practice when referring to sources (references or quotations for which the source is specified) when the text, images, ideas, data, etc. of other people are used. It is also to be made clear whether the author has reused his or her own text, images, ideas, data, etc. from previous examinations.
A failure to specify such sources may be regarded as attempted deception during examination.
Attempts to cheat
In the event of a suspected attempt by a student to cheat during an examination, or when study performance is to be assessed as specified in Chapter 10 of the Higher Education Ordinance, the examiner is to report this to the disciplinary board of the university. Possible consequences for the student are suspension from study and a formal warning. More information is available at https://www.student.liu.se/studenttjanster/lagar-regler-rattigheter?l=sv.
Grades
The grades that are preferably to be used are Fail (U), Pass (3), Pass not without distinction (4) and Pass with distinction (5). Courses under the auspices of the faculty board of the Faculty of Science and Engineering (Institute of Technology) are to be given special attention in this regard.
- Grades U, 3, 4, 5 are to be awarded for courses that have written examinations.
- Grades Fail (U) and Pass (G) may be awarded for courses with a large degree of practical components such as laboratory work, project work and group work.
Examination components
- Grades U, 3, 4, 5 are to be awarded for written examinations (TEN).
- Grades Fail (U) and Pass (G) are to be used for undergraduate projects and other independent work.
- Examination components for which the grades Fail (U) and Pass (G) may be awarded are laboratory work (LAB), project work (PRA), preparatory written examination (KTR), oral examination (MUN), computer-based examination (DAT), home assignment (HEM), and assignment (UPG).
- Students receive grades either Fail (U) or Pass (G) for other examination components in which the examination criteria are satisfied principally through active attendance such as other examination (ANN), tutorial group (BAS) or examination item (MOM).
The examination results for a student are reported at the relevant department.
Regulations (apply to LiU in its entirety)
The university is a government agency whose operations are regulated by legislation and ordinances, which include the Higher Education Act and the Higher Education Ordinance. In addition to legislation and ordinances, operations are subject to several policy documents. The Linköping University rule book collects currently valid decisions of a regulatory nature taken by the university board, the vice-chancellor and faculty/department boards.
LiU’s rule book for education at first-cycle and second-cycle levels is available at http://styrdokument.liu.se/Regelsamling/Innehall/Utbildning_pa_grund-_och_avancerad_niva.
Books
ISBN: 9781118322574
Other
Complementary literature is handed out during the course.
Note: The course matrix might contain more information in Swedish.
I | U | A | Modules | Comment | ||
---|---|---|---|---|---|---|
1. DISCIPLINARY KNOWLEDGE AND REASONING | ||||||
1.1 Knowledge of underlying mathematics and science (G1X level) |
|
X
|
X
|
LAB1
UPG1
|
Mathematical statistics taught and examined in the course through practical and theoretical examples |
|
1.2 Fundamental engineering knowledge (G1X level) |
|
X
|
X
|
LAB1
UPG1
|
||
1.3 Further knowledge, methods, and tools in one or several subjects in engineering or natural science (G2X level) |
|
X
|
X
|
LAB1
UPG1
|
Within the course advanced knowledge in statistical quality control is taught and examined |
|
1.4 Advanced knowledge, methods, and tools in one or several subjects in engineering or natural sciences (A1X level) |
|
|
|
|||
1.5 Insight into current research and development work |
|
|
|
|||
2. PERSONAL AND PROFESSIONAL SKILLS AND ATTRIBUTES | ||||||
2.1 Analytical reasoning and problem solving |
|
X
|
X
|
LAB1
UPG1
|
Both theoretical connections and practical cases are used and examined in the course |
|
2.2 Experimentation, investigation, and knowledge discovery |
|
|
|
|||
2.3 System thinking |
|
X
|
X
|
LAB1
UPG1
|
The course introduces statisitical tools that aims to improve processes within an organisation. This is related to the entire system. |
|
2.4 Attitudes, thought, and learning |
|
X
|
X
|
UPG1
|
Is examined in the course through an individual assignment |
|
2.5 Ethics, equity, and other responsibilities |
|
X
|
X
|
UPG1
|
Through the use of empirical practical cases the students increase their professional abilities |
|
3. INTERPERSONAL SKILLS: TEAMWORK AND COMMUNICATION | ||||||
3.1 Teamwork |
|
X
|
X
|
LAB1
UPG1
|
Group assignments |
|
3.2 Communications |
|
X
|
X
|
LAB1
UPG1
|
Presentations and reports |
|
3.3 Communication in foreign languages |
|
X
|
X
|
The course is held in English and all assignments are written in English |
||
4. CONCEIVING, DESIGNING, IMPLEMENTING AND OPERATING SYSTEMS IN THE ENTERPRISE, SOCIETAL AND ENVIRONMENTAL CONTEXT | ||||||
4.1 External, societal, and environmental context |
|
|
|
|||
4.2 Enterprise and business context |
|
X
|
X
|
UPG1
|
In the course, discussions and examination is held on how process improvements affects the organisation profitability and work processes |
|
4.3 Conceiving, system engineering and management |
|
X
|
X
|
LAB1
UPG1
|
How to improve Processes; systems thinking; organisational change |
|
4.4 Designing |
|
X
|
X
|
LAB1
UPG1
|
Through the use of tools how to develop processes systems and organisations |
|
4.5 Implementing |
|
X
|
|
We discuss problems that may occur when realising the improvements |
||
4.6 Operating |
|
X
|
|
We discuss problems that may occur when realising the improvements |
||
5. PLANNING, EXECUTION AND PRESENTATION OF RESEARCH DEVELOPMENT PROJECTS WITH RESPECT TO SCIENTIFIC AND SOCIETAL NEEDS AND REQUIREMENTS | ||||||
5.1 Societal conditions, including economic, social, and ecological aspects of sustainable development for knowledge development |
|
|
|
|||
5.2 Economic conditions for knowledge development |
|
X
|
|
UPG1
|
The different assignments are to some extent related to economical issues |
|
5.3 Identification of needs, structuring and planning of research or development projects |
|
X
|
X
|
UPG1
|
The assignments include planning, performing and reporting the small projects. |
|
5.4 Execution of research or development projects |
|
X
|
|
UPG1
|
The assignments include planning, performing and reporting projects. |
|
5.5 Presentation and evaluation of research or development projects |
|
X
|
|
UPG1
|
The assignments include planning, performing and reporting projects. |
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