Transformer rectifier set. A question about the schematic diagram
Large plate precipitators generally require a continuous DC source, hence, full wave.  Older, smaller plate precipitators typically use a pulsed DC source.  Half wave rectification accomplishes this.

Large Plate precipitators are generally more efficient.