Abstract: A test apparatus and method for testing a trained classifier configured to control an aircraft system. Scenario data includes operating inputs representing an operational state of an aircraft and classifier outputs for controlling the aircraft system, is obtained. Model data representing a model of the at aircraft system is obtained. Error categorisation data for each aircraft operating scenario is generated based on respective classifier outputs applied to the model.

Abstract: A method for operating a water distribution system of a building is disclosed.

Abstract: A pilot filter system for monitoring water quality in a water treatment system is disclosed. The pilot filter system includes: a filter vessel containing a downward-moving bed of filtration media, the filter vessel being fluidly connected to the water treatment system such that sample influent water from the water treatment system flows into the filter vessel and over the bed, wherein the filter vessel has a filtrate outlet port through which some filtrate is discharged; a media recycle conduit fluidly connected to the filter vessel; and a media recycler for circulating a mixture of water and used filtration media through the media recycle conduit to a point upstream of the bed in the filter vessel.

Abstract: A pilot filter system for monitoring water quality in a water treatment system is disclosed. The pilot filter system includes: a filter vessel containing a downward-moving bed of filtration media, the filter vessel being fluidly connected to the water treatment system such that sample influent water from the water treatment system flows into the filter vessel and over the bed, wherein the filter vessel has a filtrate outlet port through which some filtrate is discharged; a media recycle conduit fluidly connected to the filter vessel; and a media recycler for circulating a mixture of water and used filtration media through the media recycle conduit to a point upstream of the bed in the filter vessel.