Mechademy to Present Tutorial on Advanced Analytics for Machinery Monitoring at TPS 2025
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HOUSTON, Texas – Mechademy, a leader in prescriptive maintenance technology for rotating equipment, is pleased to announce its participation in the 2025 Turbomachinery & Pump Symposia (TPS), taking place at the George R. Brown Convention Center in Houston, Texas. As part of the TPS technical program, Mechademy will present a high-impact tutorial titled "Advanced Analytics For Machinery Monitoring: A Practical Implementation Guide" on Tuesday, September 16, from 8:45am to 10:15am, in Room 371C.
The session will be led by Ruzbeh Homji, Chief Executive Officer, and Mark Weatherwax, Chief Product Officer, both of Mechademy. The tutorial is designed to address the critical gap many operators face when adopting advanced analytics platforms: turning vast amounts of raw machine data into actionable, reliable insights – without the overhead of constant data labeling, rule tuning, or trend interpretation.
Session Overview: Modern machinery monitoring systems often tout AI and ML capabilities, but practical implementation remains a challenge for many end users. This tutorial will demonstrate how combining physics-based models with machine learning enables automated, robust monitoring without placing additional burden on operations teams. Attendees will learn how integrated analytics and a diagnostics-driven architecture can streamline monitoring, improve fault detection, and elevate asset reliability.
The session includes real-world case studies showcasing how this combined approach delivers early detection of degradation, improves decision-making, and provides tangible benefits in uptime, safety, and maintenance planning.
"TPS is an exceptional symposium that brings together the global rotating equipment community," said Ruzbeh Homji, Mechademy Founder and CEO. "We’re excited to contribute to the knowledge exchange by sharing practical insights into how physics and AI can work in tandem to solve real-world machinery challenges."
Now in its 50+ year legacy, TPS remains a cornerstone event for professionals in the turbomachinery, pump, oil & gas, power, chemical, and water industries. Its highly regarded technical program – curated by an advisory board of industry leaders – offers a premier venue for continuing education and the exchange of cutting-edge practices in reliability, maintenance, and innovation. To learn more about TPS, visit https://tps.tamu.edu.
To learn more about Mechademy to schedule a meeting in advance, visit https://www.mechademy.com or email sales@mechademy.com.
About Mechademy
Mechademy provides advanced prescriptive maintenance solutions across the oil and gas industry. Turbomechanica®, our cloud-based platform, leverages performance-based physics, state-of-the-art deep learning, and machine learning algorithms to provide customers with deeper insights into the health of their assets. By predicting potential equipment failure days, weeks, or months in advance, Turbomechanica can reduce downtime, increase asset life, and optimize maintenance – saving companies thousands of dollars. To learn more, visit https://www.mechademy.com.
