From System Insight to Smart Operation: AI-Based Asset Management for BESS Fleets

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Recording of Tuesday, June 23, 2026 | The smarter E Europe Conferences 2026 | Language: English | Duration: 11:31 .

Performance Optimization in Battery Storage and Energy Systems

Gaëlle Ricobuche from SAFT highlights that optimizing performance in battery storage systems involves more than market conditions. SAFT emphasizes the importance of software integration, with five critical layers, including Battery Management Systems (BMS) and inverter control, essential for accurate real-time site status. Weak integration can lead to miscalculating discharge capacity, risking significant revenue losses due to unmet positions and potential market penalties. Accurate estimation of energy availability is crucial to prevent operational challenges and inefficiencies. SAFT employs predictive maintenance through fleet learning, monitoring battery modules for anomalies and ensuring optimal cell balancing. The combination of local power plant controllers with cloud-based asset performance management enhances market interaction and enables quick fault detection, optimizing performance significantly. Tailored balancing strategies and advanced data science further improve site operations, focusing on long-term revenue and system availability.

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Speaker

Gaëlle Ryckebusch
Head of Digital Products Strategy - Energy Storage Systems Division
SAFT
France

While predictive maintenance has become a well-known concept in battery energy storage, the next step is predictive operation. This approach aims not only to prevent failures, but also to continuously optimize system operation in real time. The goal is to maximize the performance, efficiency and lifetime of the existing hardware in each specific use case. Predictive operation extends beyond the battery cells themselves: Adaptive thermal management, intelligent inverter control and optimal coordination of power electronics all play a crucial role. By anticipating system behavior under different operating scenarios, predictive operation enables asset owners and operators to extract greater value from their storage systems while improving reliability and integration with renewable generation. This session will highlight the latest methods, control strategies and demonstration results that bring predictive operation from research into practice.

Further Talks of this session:

Speaker

Prof. Dr. Holger Hesse
Head of Smart Energy Systems Research Group
University of Applied Sciences Kempten

To Talk

Speaker

Aleksej Krükov
General Manager Overseas Service EMEA
Contemporary Amperex Technology Limited

To Talk

Speaker

Dr. Raphael Hollinger
Managing Director
The Mobility House Energy GmbH
Germany

To Talk

Speaker

Dr. Stephan Rohr
CEO
TWAICE
Germany

To Talk

Speaker

Vivek Tanjavooru
Research Associate
Kempten University of Applied Sciences
Germany

To Talk

To Talk

Further Content
Publications
European Market Outlook for Battery Storage 2025–2029

Comprehensive analysis of Europe’s battery storage market – now available for download

Battery Business & Development Forum
Deep Dive Europe 2: Made in Europe – How to Build a Competitive European Manufacturing Base

Wednesday, April 1, 2026 10:45am–12:00pm

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This session unpacks EU policies such as NZIA, CISAF and EU-made bonuses, addressing competitiveness, skills, and raw material challenges.

Battery Business & Development Forum
Deep Dive Germany 1 | Grid Access in Germany: FCA, Grid Fees and Market Perspectives

Tuesday, March 31, 2026 3:45pm–5:00pm

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This session brings together regulators, grid operators and developers to discuss how the system currently works and where it is heading.

Battery Business & Development Forum
Future-Proof BESS: Procurement, Design and Lessons from Operating Projects

Wednesday, April 1, 2026 2:45pm–4:00pm

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This session examines how procurement, system design and construction choices affect project outcomes — and what developers should do differently.

Battery Business & Development Forum
Global Supply Chains – Ensuring Access to Critical Raw Materials for BESS for Europe

Wednesday, April 1, 2026 9:00am–10:15am

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This session looks at measures taken to make the EU more independent in sourcing critical raw materials for BESS components and how the framework conditions to facilitate recycling and circular economy in BESS need to evolve.

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