Parallel chiller plants improve overall system part-load performance by allowing each chiller to operate at a more efficient part-load condition. This is because each chiller can be sized to meet a specific portion of the total cooling load, reducing the need for oversized chillers that operate inefficiently at part-load conditions. By operating multiple chillers in parallel, the system can take advantage of the most efficient operating points of each chiller, resulting in improved overall system efficiency.