IEEE SDEMPED 2025

IEEE SDEMPED: Driving Innovation in Diagnostics for Electric Machines, Power Electronics, and Drives

As electrical systems become increasingly complex and essential to modern life, the demand for precise, efficient, and predictive diagnostic techniques has grown exponentially. The 15th IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics, and Drives (SDEMPED) stands as the premier global event in this critical field. Sponsored by the IEEE and supported by leading academic and industry institutions, the symposium serves as a unique international forum where researchers, engineers, and industry experts gather to share their latest findings and innovations.

The 2025 edition of IEEE SDEMPED continues a tradition of excellence that has spanned decades, focusing on cutting-edge diagnostic solutions that enhance reliability, efficiency, and performance in electrical machines and power electronics. As electric mobility, renewable energy systems, and industrial automation evolve, the need for sophisticated diagnostic technologies has never been more pressing.

The Importance of Diagnostics in the Age of Electrification

From electric vehicles to renewable power generation, the electrification of modern systems is driving demand for more intelligent, automated diagnostic approaches. At the core of SDEMPED’s mission is the belief that diagnostics are not just about fixing what’s broken—they are about anticipating failure, optimizing performance, and extending the lifespan of critical assets.

Whether applied to an industrial motor, a photovoltaic inverter, or an electric drive in a hybrid vehicle, diagnostics contribute to

1.    Increased system availability
2.    Reduced maintenance costs
3.    Improved safety and performance
4.    Minimized unplanned downtimes

IEEE SDEMPED provides a platform where both foundational research and real-world applications are showcased, promoting collaboration across sectors and disciplines.

Key Topics at SDEMPED 2025

The scope of SDEMPED is both broad and deep, reflecting the interdisciplinary nature of modern diagnostics. The symposium includes technical sessions, keynote presentations, poster sessions, and workshops focusing on a wide array of diagnostic challenges and solutions.

Primary Areas of Focus Include

•    Diagnostics of Electric Machines
•        Fault detection in induction and synchronous machines
•        Rotor/stator winding fault analysis
•        Magnetic field and vibration-based techniques

   Power Electronics Diagnostics

       Condition monitoring of converters and inverters

       Thermal and aging effects in semiconductors

       Health assessment of passive components

   Electric Drives Monitoring

       Real-time health estimation of drives

       Integration with AI and IoT platforms

       Drive system optimization under fault conditions

   Advanced Signal Processing Techniques

       Use of FFT, wavelet, and machine learning methods

       Noise reduction and filtering for diagnostic signals

       Pattern recognition for early fault detection

   Prognostics and Predictive Maintenance

       Data-driven prognostic models

       Remaining useful life (RUL) estimation

       Maintenance scheduling optimization

Emphasis on Artificial Intelligence and Machine Learning

A recurring theme in this year’s symposium is the growing role of AI and machine learning in enhancing diagnostic accuracy and speed. Attendees can expect in-depth discussions on how algorithms are transforming traditional methods and enabling real-time fault detection across a variety of electrical systems.

Innovations in AI-Driven Diagnostics

•    Convolutional Neural Networks (CNNs) for fault classification
•    Deep learning models trained on sensor data from motors and drives
•    Edge computing for localized analysis in smart grid applications
•    Hybrid models combining physics-based and data-driven approaches

These advancements not only improve detection capability but also make autonomous maintenance a realistic goal for modern infrastructure.

Industry and Academic Collaboration at Its Best

What sets SDEMPED apart from other technical events is its strong emphasis on bridging academia and industry. Attendees range from professors and doctoral candidates to engineers from automotive OEMs, industrial automation companies, and renewable energy firms. This balance fosters meaningful dialogue between theory and application.

Many of the papers presented at the symposium stem from collaborative projects supported by

•    International research consortia
•    Government-funded initiatives
•    Public-private technology partnerships

This multidisciplinary environment ensures that the symposium delivers both conceptual breakthroughs and practical insights that are ready for deployment.

Real-World Applications Showcased at SDEMPED

Throughout the symposium, case studies are presented to highlight how diagnostic systems are being implemented in actual operations. These include:

•    Condition monitoring of wind turbine generators using vibration and current analysis
•    Electric vehicle drivetrain diagnostics under variable load and environmental conditions
•    Industrial motor reliability programs enhanced by thermal and magnetic sensors
•    High-speed rail systems employing predictive maintenance tools for drives and inverters

Such applications demonstrate the tangible value of diagnostics in improving reliability, reducing lifecycle costs, and minimizing unplanned failures in high-value assets.

Why Attend IEEE SDEMPED?

If you are engaged in electrical engineering, reliability analysis, system integration, or digital transformation of power systems, SDEMPED is a must-attend event. It offers:

•    Peer-reviewed research presentations on state-of-the-art topics
•    Networking opportunities with leading global experts
•    Workshops and tutorials on diagnostics tools and methodologies
•    Exhibitions from companies showcasing diagnostic equipment and software

The 15th edition of IEEE SDEMPED promises to deliver another high-impact experience, continuing its legacy of shaping the diagnostic landscape for electric machines and power electronics.

The Future of Diagnostics Is Intelligent, Integrated, and Invaluable

As the global energy landscape shifts toward smarter, cleaner, and more connected systems, the role of diagnostics becomes central—not just as a maintenance tool, but as an enabler of system intelligence and sustainability. The 2025 IEEE SDEMPED will once again set the stage for collaboration, innovation, and advancement in this dynamic field.

Whether you're focused on fault detection in industrial motors or predictive algorithms for vehicle electrification, IEEE SDEMPED offers the knowledge, community, and inspiration to help you lead in diagnostics.