Multi-point optimization on the diffuser of an axial flow pump
Creators
- 1. Institute of Chemical Machinery, Zhejiang University, Hangzhou, 310027 (China)
- 2. Hangzhou Special Equipment Inspection Institute, Hangzhou, 310003 (China)
Description
For many pump applications, it is necessary to satisfy the performance requirements in more than one operating point. The conventional single-point design method which would cause a sharp decrease in the off-design point cannot fully meet such requirement. In this paper, an approach of the pump diffuser optimization is used to satisfy the performance in two points simultaneously. The three coefficient of the quadratic polynomial which is used to control the three inlet blade angles corresponding to the hub, shroud and the stream surface between (span wise=0.5) are selected as design parameters. Head, efficiency and power of the pump in the two selected point are selected as objective functions. The objective functions in the two selected points are in relations of trade-off. Design of experiments (DOE), steady CFD simulation, response surface method (RSM), Neighborhood Cultivation Genetic Algorisms (NCGA) are used to solve this problem. The DOE theory is applied to reduce the number of tests, three-dimensional simulations are performed to predict the pump performance, the RSM (response surface method) is used to correlate the pump performance to the intermediate variable, NCGA is used to search the pareto solutions along the response surface. The multipoint design optimization method is proved effective in searching the pareto solutions to satisfy the given requirements
Availability note (English)
Available from http://dx.doi.org/10.1088/1757-899X/52/2/022011Additional details
Identifiers
Publishing Information
- Journal Title
- IOP Conference Series. Materials Science and Engineering (Online)
- Journal Volume
- 52
- Journal Issue
- 2
- Journal Page Range
- [6 p.]
- ISSN
- 1757-899X
Conference
- Title
- 6. international conference on pumps and fans with compressors and wind turbines
- Acronym
- ICPF2013
- Dates
- 19-22 Sep 2013
- Place
- Beijing (China)
INIS
- Country of Publication
- United Kingdom
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 47046816
- Subject category
- S36: MATERIALS SCIENCE;
- Resource subtype / Literary indicator
- Conference
- Descriptors DEI
- DESIGN; DIFFUSERS; OPTIMIZATION; PERFORMANCE; POLYNOMIALS; PUMPS; SHROUDS; SIMULATION; STREAMS; SURFACES; THREE-DIMENSIONAL CALCULATIONS
- Descriptors DEC
- COOLING SYSTEMS; ENERGY SYSTEMS; EQUIPMENT; FUNCTIONS; REACTOR COMPONENTS; REACTOR COOLING SYSTEMS; RIVERS; SURFACE WATERS