A method of optimizing performance of a well system utilizes a neural network.
In a described embodiment, the method includes the step of accumulating data indicative
of the performance of the well system in response to variable influencing parameters.
The data is used to train a neural network to model an output of the well system
in response to the influencing parameters. An output of the neural network may
then be input to a valuing model, e.g., to permit optimization of a value of the
well system. The optimization process yields a set of prospective influencing parameters
which may be incorporated into the well system to maximize its value.