This study is directed to specifically clear on the data's parametric effect on the hydrogen production utilizing the sun based energy through the water electrolysis. The Analysis of Variance (ANOVA) technique is used to check and verify on the potentials of other factual demonstrative devices with respect to the real and anticipated quality, the reaction in the middle of residuals and the anticipated 3-D surface and shape plot investigation. The database of the created model was created in view of the profound study to be carried out. A factual model was produced and an exploratory acceptance of the investigation of polynomials was set up by applying the Response Surface Methodology (RSM). The factual investigation of the informative parameters and the resulting reactions demonstrated that the proposed model and the analytical results would appropriately indicate an anticipated predominant fit. (C) 2019 Hydrogen Energy Publications LLC. Published by Elsevier Ltd. All rights reserved.