Windenergie 2 - Reliability and Maintenance 1

03 December 2025, Po Wen Cheng

Questions at the Beginning

Reliability, Availability and Maintainability (RAM)

In germany, turbines tend to be of a more reliable kind (ENERCON), because there are no large investors owning thousands of turbines, which would enable them to use failure statistics to their advantage.
With only a small number of turbines, it makes sense to have more reliable turbines and have ENERCON's insurance to minimise risk.

What is Reliability

  1. The ability of an apparatus, machine, or system to consistently perform its intended or required function or mission, on demand and without degradation or failure.
  2. In manufacturing: The probability of failure-free performance over an item's useful life, or a specified timeframe, under specified environmental and duty-cycle conditions. Often expressed as mean time between failures (MTBF) or reliability coefficient. Also called quality over time.
  3. Consistency and validity of test results determined through statistical methods after repeated trials.

What is Availability

Probability that the system is in a functional condition at the time $t$ during a defined time span (under correct maintenance and operation)

$$ \text{Availability} = (1 - (\frac{\text{unavailable hours}}{\text{total period (hrs)}})) \cdot 100 $$

A much better measurement is the Energy Based Availability
Can detect poorly scheduled maintenance, performance issues when turbine is running
However, it needs more data and is harder to be calculated accurately

$$ \text{Availability} = (\frac{\text{energy produced}}{\text{potential energy production}}) \cdot 100 $$

Inherent Availablity is the probability, that a system will operate satisfactorily. It excludes preventive maintenance, logistics and administrative delays.

IEEE definitions of RAM can be found on slide 16 of this lecture on Ilias

Bath Tub Curve

Weibull Distribution