Published March 1, 2019 | Version v1
Journal article

Hydraulic optimization of impeller blade in reactor coolant pump base on Kriging model

  • 1. Key Laboratory of Fluid and Power Machinery, Ministry of Education, School of Energy and Environment, Xihua University, Chengdu 610039 (China)
  • 2. School of Energy and Environment, Xihua University, Chengdu 610039 (China)

Description

To improve efficiency and head of the reactor coolant pump (RCP), an optimization approach is proposed based on Kriging model and genetic algorithm. 16 design cases containing three main parameters of blade, which are inlet angle β 1, wrap angle ϕ, outlet blade angle β 2, are designed by using the design of experiment(DOE) with Lation Hypercube. The efficiency and head are calculated by steady numerical simulation. The max efficiency and head under the design point 1.0Q d are selected as the objective functions. Approximation models between the object and the parameters are built using Kriging model. The genetic algorithm is applied to optimize the approximation models to obtain the best combination of parameters. The results show that efficiency η has up to 51.54% at design flow rate. Comparing with prototype, the efficiency was increased by 1.02 percentage point, therefore the optimized RCP will save about 0.5×106kW·h energy a year. The optimization method can provide an effective reference to the improvement of pump's performance. (paper)

Availability note (English)

Available from http://dx.doi.org/10.1088/1755-1315/240/3/032051

Additional details

Publishing Information

Journal Title
IOP Conference Series: Earth and Environmental Science (Online)
Journal Volume
240
Journal Issue
3
Journal Page Range
[9 p.]
ISSN
1755-1315

Conference

Title
29. IAHR Symposium on Hydraulic Machinery and Systems
Dates
17-21 Sep 2018
Place
Kyoto (Japan)

INIS

Country of Publication
United Kingdom
Country of Input or Organization
International Atomic Energy Agency (IAEA)
INIS RN
53019701
Subject category
S42: ENGINEERING;
Resource subtype / Literary indicator
Conference
Descriptors DEI
COMPARATIVE EVALUATIONS; COMPUTERIZED SIMULATION; COOLANTS; FLOW RATE; GENETIC ALGORITHMS; HYDRAULICS; KRIGING; OPTIMIZATION; PUMPS
Descriptors DEC
ALGORITHMS; EQUIPMENT; EVALUATION; FLUID MECHANICS; MATHEMATICAL LOGIC; MATHEMATICS; MECHANICS; SIMULATION; STATISTICS