Implementation of a Markov Model for Predicting Head and Pressure of a Centrifugal Pump Based on Time Series Operational Data
Dian M. Nasution·Kelvin Ngjelraldo·Elang Pramudya Wijaya·Sanjaya BS Nasution·Ardiyansyah Yatim·Ade Irwan
Abstract Centrifugal pumps play a vital role in fluid transport systems across various industrial sectors, where operational efficiency largely depends on parameters such as head and pressure. This study aims to implement a Markov model to analyze and predict transitions in the operational states of a centrifugal pump using historical time-series data. The collected data include inlet and outlet pressure, fluid temperature, flow rate, pump rotational speed, and vibration. After data preprocessin