Measurements of gas hold-up obtained by using pressure transducers and an o
ptical probe are compared with those obtained by an electrical resistance t
omography method. The use of a neural network, the input of which is the el
ectrical measurements, can lead to quantitative results for the gas hold-up
distribution. An interesting qualitative diagnosis of the sparger function
ing is observed from reconstructed images.