2021
DOI: 10.1016/j.oceaneng.2021.110015
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A comprehensive review on Crossflow turbine for hydropower applications

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Cited by 16 publications
(3 citation statements)
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“…The team found that the ANN-based model outperformed the deterministic model in terms of accurately predicting the outlet temperature. A supplementary study by Anand, Jawahar, Bellos, and Malmquist [21] implemented ANN to simulate a cross-flow HEX found in phosphoric acid inhibition plants. Their research focused on the thermal efficiency of HEX, and they did it by taking into account many factors such as measured values for MSE (mean squared error) and R-squared (R-squared), which showed that the model was dependable for efficiency forecasting.…”
Section: Applications Of Intelligent Methods In Hexsmentioning
confidence: 99%
“…The team found that the ANN-based model outperformed the deterministic model in terms of accurately predicting the outlet temperature. A supplementary study by Anand, Jawahar, Bellos, and Malmquist [21] implemented ANN to simulate a cross-flow HEX found in phosphoric acid inhibition plants. Their research focused on the thermal efficiency of HEX, and they did it by taking into account many factors such as measured values for MSE (mean squared error) and R-squared (R-squared), which showed that the model was dependable for efficiency forecasting.…”
Section: Applications Of Intelligent Methods In Hexsmentioning
confidence: 99%
“…All three studies cited [10][11][12] showed that the λ significantly affects the CFT performance and indicated the possibility that lower λ angles produce a better performance. In contrast, Anand et al [13] hypothesized that a 90° λ should be used for the optimum efficiency; however, the authors failed to comprehensively explain the performance of each case in their report (which included a variation λ) [13]. Then, Piceno et al [14] proposed a new nozzle design for CFTs; the inlet follows a convergence pipe concept, and the outlet uses a pressurized diffuser.…”
Section: Introductionmentioning
confidence: 99%
“…Cross-flow consists of a runner and nozzle that works from the kinetic energy generated from flowing water. Factors that influence the performance of cross-flow turbines are the blade's number [12], shaft diameter [13], thickness, nozzle entry [14], and nozzle axis [15]. This research is to analyze the effect of geometry on water turbine performance.…”
Section: Introductionmentioning
confidence: 99%