Augos Factory / Learn / For students and lecturers

For industrial engineering and operations courses

Teach OEE on stops that really happened.

Textbook OEE problems use tidy numbers. South African lines do not. We build worked problems from real South African stop records. Students practise on the kind of record they will meet in their first plant job.

3,334
stops in one week on one line, the size of record students can work with
Measured
62 lines
at 12 sites in our 2025 study of interruptions (short stops); 50 had a full line-level extract
Model
answers for lecturers with every problem
Free
for teaching and non-commercial research

What we offer

Three ways to bring a real line into class

Worked problems

OEE, MTTR, Pareto and changeover problems built on real stop records, with model answers for lecturers.

Guest lectures

A manufacturing specialist on measuring a real line, in person in the Western Cape or online, on request.

Final-year projects

Research data for theses and design projects can be discussed on request, under a short data agreement.

A worked problem

From a stop log to an OEE score

Students take one shift's stop log, rated speed and good-unit count, calculate availability, performance and quality, then rank the three biggest losses. The model answer shows why interruptions sit inside performance, not availability, and how 46 stops nobody logged can cost more than the worst breakdown.

The OEE guide ›

Problem sheet, one shift

Illustrative

One filling line, 06:00 to 14:00: a planned break, 5 stops in the log, and 46 interruptions nobody logged.

In the stop log · 6

123456

Interruptions under 3 min, not logged · 46

06:0008:0010:0012:0014:00
#StartStop logMin
107:12Filler jam6
208:40Label roll change9
309:30Break (planned)30
410:41Capper breakdown24
511:50Waiting for preforms12
613:10Conveyor blocked15

Rated speed 120 units a minute · units made 38,400 · rejects 620 · interruptions 46, 41 min in total.

  1. Availability: what share of the 450 planned minutes did the line run?
  2. Performance: against 120 a minute, how much did it make while running?
  3. Quality, then OEE.
  4. Rank the three biggest losses in minutes.
Show the model answer

480 paid minutes, by where they went

  • Planned break 30 min
  • Logged stops 54 min
  • Waiting for material 12 min
  • Interruptions 41 min
  • Speed loss 23 min
  • Quality loss 5.2 min
  • Good output 314.8 min
Availability384 run min ÷ 450 planned min85.3%
Performance38,400 ÷ (384 × 120). Interruptions take 10.7 points, speed 6.083.3%
Quality37,780 good ÷ 38,400 made98.4%
OEE85.3% × 83.3% × 98.4%70.0%

The three biggest losses: interruptions 41 min, the capper breakdown 24 min, speed 23 min. None of the 46 interruptions is in the stop log, yet together they cost more than the worst breakdown. Standard OEE files them under performance, not availability.

Illustrative data, not a customer.

Request

Ask for the data you need

Lecturers and supervisors, use your institutional email.

Send the request

Questions

For students, answered

Can I cite the research in my thesis?

Yes. The research page gives a citation for the findings and the method. How to cite ›

Is the data from real plants?

Yes, from South African production lines, with site, customer, product and people removed.

Bring a real line into your course.

Worked problems and guest lectures for South African universities and colleges.

  • Built on real stop records
  • Model answers for lecturers
  • Free for teaching

Working in a plant? A manufacturing specialist replies within two business hours to set a 30-minute call.