Statistical Quality Control and Reliability Theory

Course ID
7ΕΠ14
Επίπεδο
Undergraduate
Είδος
Optional (compulsory)
Εξάμηνο
7
Περίοδος
Fall Semester
ECTS
5
Ώρες Θεωρίας
3
Ώρες Εργαστηρίου
-

Description

Basic principles of Statistical Quality Control, Control charts for variables and attributes. Run Length, In-control and Out-of-Control Average Run Length. False Alarm Rate. Control Limits. Central Line. Phase I and Phase II. Characteristic curve. Shewhart-type control charts. CUSUM control charts. EWMA control charts. Basic principles and characteristics of coherent reliability structures. Minimal Path sets. Minimal cut sets. Failure rate. Mean Time to Failure. Structural reliability and Reliability as a function of time. Aging properties of systems lifetimes. Markov processes.

Course objectives

The main objectives of the present course include the introduction to Statistical Quality Control as well as the familiarization to most important characteristics of a coherent reliability system. The course offers an introductory presentation of the main advances in the fields of Statistical Process Monitoring and Reliability Theory and assists the students to deepen into the Probability Theory through practical applications. 

Textbooks/Bibliography

  • Στατιστικός έλεγχος ποιότητας, Ταγαράς Γιώργος Ν., Ζήτη Πελαγία & Σια Ο.Ε., 1η έκδ./2001, ΘΕΣ/ΝΙΚΗ, 11368
  • Διοίκηση παραγωγικών συστημάτων, Βασικές θεωρητικές αρχές και εφαρμογές στη λήψη επιχειρηματικών αποφάσεων, Δημητριάδης Σωτήριος Γ.,Μιχιώτης Αθανάσιος Ν., ΕΚΔΟΣΕΙΣ ΚΡΙΤΙΚΗ ΑΕ, 1η έκδ./2007, ΑΘΗΝΑ, 11513