Integrated systems for assessing centrifugal pump hydraulics, head-capacity curves, and efficiency metrics under controlled loads. Employed by pump fabricators, engineering firms, and procurement specialists in water utilities, chemical processing plants, and oilfield operations for performance validation and regulatory compliance.