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Meeting 2026 TMS Annual Meeting & Exhibition
Symposium Measurement & Control of High Temperature Processes
Presentation Title Data Driven Furnace Performance Management for Electric Arc Furnaces – A Case Study
Author(s) Afshin Sadri, Mike Mosnier, Wai Lai (Winnie) Ying, Peter Moodley, Bien Ferrer, Dusan Pjevac
On-Site Speaker (Planned) Afshin Sadri
Abstract Scope This paper presents the results of a nondestructive testing and monitoring program conducted on the refractory linings and cooling elements of two electric arc furnaces spanning from 2017 to 2025. The furnaces, operating under demanding thermal and mechanical conditions, feature distinctly different geometrical configurations: one with a circular and the other with a rectangular crucible design. Both furnace refractory linings and cooling plates were periodically inspected using Acousto Ultrasonic-Echo (AU-E) and Ultrasonic Testing (UT) methods. The paper documents the progression of refractory wear and the condition of cooling elements throughout each furnace campaign. Emphasis is placed on a comparative analysis of wear mechanisms and refractory wear trends across the two furnace geometries. The data enabled the Asset Performance Management (APM) team to make informed, proactive maintenance decisions and perform accurate campaign life assessments. Findings underscore the critical value of continuous, high-resolution monitoring in improving furnace reliability and efficiency.
Proceedings Inclusion? Planned:
Keywords Pyrometallurgy, Extraction and Processing, Copper / Nickel / Cobalt

OTHER PAPERS PLANNED FOR THIS SYMPOSIUM

An Adaptive Control Strategy for Traveling Grate Pelletizing Processes Based on Fuzzy Logic and Rule-Based Systems
Blast Furnace Implementation of PyroLIBS: Real-time Molten Iron and Slag Measurement
Data Driven Furnace Performance Management for Electric Arc Furnaces – A Case Study
High Spatial Resolution Monitoring for Furnace Sidewalls
ISA Cooling System – Enhanced Furnace Reliability
Lessons Learned from Furnace Monitoring in Miniature
Multifrequency Ultrasonic Treatment for Processing of Molten Aluminum
Online Monitoring of Molten Chloride Purification
Process-Aware Multiscale Temporal Modeling for Working Condition Identification in the Traveling Grate Pelletizing Processes
Slag Design as a Key Factor in E-Waste Recycling: Thermodynamic Optimization and Industrial Validation

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