The time required to manufacture a high-precision gear using a CNC machine is modeled by a normal distribution with a mean of 150 minutes and a standard deviation of 12 minutes.
There are 5 gears currently in the queue to be processed by this machine.
Making a reasonable assumption about the processing times for these gears,
find the probability that the total time taken to process the 5 gears will be more than 13 hours.
State the assumption you have made in part (a).
A semi-automated lathe is also available at the facility. The time required for a gear to be processed on the lathe is modeled by a normal distribution with a mean of 105 minutes and a standard deviation of 10 minutes.
A production manager must decide whether to add a new order to the queue of 5 gears at the CNC machine or to a queue of 7 gears at the semi-automated lathe.
Using a similar assumption to that made in part (a),
find the probability that the total time taken for the 5 gears at the CNC machine will be less than the total time taken for the 7 gears at the semi-automated lathe.
390 exam-style questions on OCR A Level Maths 2.4 Statistical Distributions, covering 2.4.1 Discrete probability distributions, 2.4.2 Binomial distribution as a model, 2.4.3 Calculating binomial probabilities, 2.4.4 Mean and variance of the binomial (A-level only), 2.4.5 Normal distribution as a model (A-level only), 2.4.6 Probabilities using the normal distribution (A-level only), 2.4.7 Links to histograms, mean and standard deviation (A-level only), and 2.4.8 Selecting an appropriate distribution (A-level only). Each one has a worked solution and a mark scheme showing where the marks go.