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The practical feasibility and productive viability of a Human-powered flywheel machine (HPFM) system having the capacity to produce 3 to 5 Horse Power (H.P) is preferred over motorized machines for rural -based applications. The present work deals to establish precise dimensionless equations for four param-eters i.e. Duration of Energy consumption, Quantity of Material Processed/Time, Quality of shredding parts, Process Horse Power (H.P), and Instantaneous Load Torque using the Buckingham Pi-theorem tech-nique for the waste monomer plastic shredding operation using HPFM. The independent and dependent variables affecting the shredding operation have been identified to form the experimental data-based model equations for the above-mentioned response variables. These equations will further help to under -stand the phenomenon of shredding plastic using HPFM in the rural sector and they will also help in developing the capacity of the machine according to the various requirements. A distinct experimental plan has been established for calculating the kinetic energy of the system and the different variables iden-tified for the process. Copyright (c) 2021 Elsevier Ltd. All rights reserved. Selection and peer-review under responsibility of the scientific committee of the 2nd International Con-ference on Functional Material, Manufacturing and Performances