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This paper uses the Onicescu Coefficient concept, which is the sum of squared probabilities, through mathematical formulations to show the kinetic energy in random vectors. The paper has a brief introduction section that addresses the background of the study, the purpose of the study, and its objective. The literature review section provides an in-depth industrial application of mathematical formulations in solving real-life problems. The paper contains a methodology section highlighting the study design, data collection methods, and analysis section, highlighting some of the keywords used in locating resources and significant databases that provided the study with information. Later, the study takes the result and discussion sectional approach to present the experiments’ findings backed with facts from previous studies by other scholars in the same field. Lastly, the paper concludes with a section recapping the critical points of this study and study application in real-life, concluding with a list of references utilized by this study.