Schneider Electric Helps Lithium Battery Material Manufacturers Unlock Greater Material Performance
Time:2026-08-20 Browse: 0
The performance of a lithium-ion battery depends on much more than its nominal capacity. Whether it is used in an electric vehicle or a large-scale energy storage system, battery performance is closely linked to the quality and consistency of the materials used throughout the manufacturing process.
For lithium battery material manufacturers, controlling critical production parameters has therefore become increasingly important. From nickel, cobalt and manganese ratios in ternary cathode precursor production to trace additives in electrolyte formulations, small variations in the manufacturing process can have a significant impact on the final material.
Schneider Electric is applying its industrial automation, process control and energy management technologies to help lithium battery material manufacturers improve process stability, accelerate scale-up and build more efficient and sustainable production systems.
From Material Formulation to Precision Manufacturing
High-performance cathode and anode materials are fundamental to the development of advanced lithium-ion batteries. However, the potential of a material formulation can only be fully realized when the manufacturing process can consistently reproduce the required characteristics.
Ternary cathode precursor production is a typical example.
The co-precipitation process used to produce ternary precursors requires precise control of nickel, cobalt and manganese ions during the reaction. Parameters including pH, temperature, reactant concentration, feed rate, precipitation conditions and agitation can influence particle morphology, crystal structure and chemical composition.
Even relatively small process fluctuations can affect the consistency of the resulting material.
This means that manufacturing competitiveness is increasingly determined not only by the formulation itself, but also by the ability to monitor and control critical process variables accurately from batch to batch.
Three Manufacturing Challenges for Lithium Battery Materials
As electric vehicles and energy storage systems demand higher energy density, longer cycle life, faster charging and improved safety, lithium battery material manufacturers are facing three major manufacturing challenges.
1. Moving from Experience-Based Production to Precision Manufacturing
Complex chemical processes require stable operating conditions and repeatable control.
In precursor production, for example, multiple process variables interact with each other during the co-precipitation reaction. Manual adjustments or isolated control loops can make it difficult to maintain consistent conditions across different production batches.
Advanced process control can help manufacturers move toward more precise and predictable production by continuously monitoring process conditions and adjusting key variables based on real-time data.
This approach is particularly relevant to high-value battery materials, where product consistency and impurity control can directly affect downstream battery performance.
2. Moving from Laboratory Innovation to Scalable Production
Battery material development often starts in laboratories or pilot facilities.
New material systems, high-nickel cathodes, silicon-based anodes and fast-charging technologies can require different process conditions and formulations. A recipe that performs well at laboratory scale, however, may not behave identically when production capacity increases.
Heat transfer, material mixing, reaction kinetics and equipment operating conditions can all change during scale-up.
A digital production environment that connects research, pilot production and commercial manufacturing can help manufacturers transfer validated recipes into production more efficiently while maintaining process traceability and product consistency.
3. Moving from Compliance to Sustainable Manufacturing
Chemical production also faces increasing environmental, health and safety requirements.
Battery material manufacturing can involve hazardous chemicals, metal salts, wastewater treatment and energy-intensive processes. Precursor synthesis, calcination, drying, distillation and crystallization can all consume significant amounts of electricity, steam, cooling capacity or other utilities.
As manufacturers face stricter environmental requirements and growing pressure to reduce carbon emissions, energy management and process optimization are becoming integral parts of the manufacturing system rather than separate functions.
Schneider Electric Connects Process Control, Production and Energy Management
Schneider Electric's Plant iT process control solution is designed to provide an integrated digital architecture for industrial process applications.
For lithium battery material manufacturers, integrating manufacturing execution, process control and energy management can help connect production data with process and energy information.
This type of architecture can provide manufacturers with a more complete view of production operations, allowing process engineers and plant managers to analyze production conditions, identify deviations and improve operational decision-making.
The broader EcoStruxure industrial automation architecture also supports the integration of connected products, edge control, software and digital services across industrial operations.
Advanced Process Control for More Stable Chemical Production
High-purity battery materials require tight control of process conditions.
Electrolyte additives, for example, can require extremely strict control of impurities and moisture depending on the material and application. Maintaining stable temperature, pressure, pH and other process variables is therefore critical to achieving consistent product quality.
Schneider Electric's EcoStruxure Advanced Process Control (APC) technologies use advanced algorithms, process models and data analysis to help optimize complex industrial processes.
For chemical and battery material applications, advanced process control can help reduce process fluctuations, improve stability and address challenges such as temperature overshoot and pH variation.
Rather than relying solely on operators to react after a process variable moves outside its desired range, APC can use process data to anticipate changes and optimize control actions.
Batch and Recipe Management Supports Flexible Production
Lithium battery material manufacturers increasingly need to produce multiple formulations and adapt production lines to new material technologies.
This creates challenges for conventional automation systems, particularly when production recipes depend heavily on manual parameter entry or when PLC and control programs must be modified for different products.
Schneider Electric's Batch and Recipe Management solutions are designed to standardize recipe management, batch control and production reporting.
The approach allows manufacturers to manage production recipes digitally, improve process consistency and maintain detailed production records.
For pilot plants and flexible production environments, this can help reduce manual intervention and make it easier to move new formulations from pilot validation toward commercial production.
According to a Schneider Electric customer case involving a major new-energy company in the ternary precursor industry, implementation of its Batch and Recipe Management and automation solution helped the company's pilot workshop improve product quality and stability by more than 10%, while also providing complete data tracking and traceability.
Improving Safety and Environmental Management
Safety and environmental protection are critical considerations in fine chemical and battery material manufacturing.
Complex chemical reactions, hazardous substances and high-temperature processes can introduce multiple operational risks. Effective safety management therefore requires more than individual alarms or isolated monitoring systems.
Schneider Electric's industrial solutions can integrate EHS management, real-time data collection, process monitoring, risk alerts and analytics to provide a more comprehensive view of plant safety conditions.
By connecting operational data with safety information, manufacturers can identify abnormal conditions earlier and improve their ability to respond to potential risks.
Energy Management for More Sustainable Battery Material Production
Energy consumption is distributed across many stages of lithium battery material production.
Reaction systems, heating, cooling, drying, calcination, distillation and crystallization can all contribute to overall plant energy demand.
Schneider Electric's EcoStruxure Energy Management solutions can monitor and analyze different energy media, including electricity, steam and compressed air.
By connecting energy data with production data, manufacturers can identify energy-intensive processes, analyze energy efficiency and determine opportunities for optimization.
This enables energy management to move beyond simple consumption reporting toward a closed-loop approach in which energy performance becomes part of daily production management.
Digitalization Becomes a Competitive Factor
The lithium battery industry is gradually shifting from competition based primarily on material formulations toward broader competition in manufacturing capability.
A high-performance formulation must be converted into a stable, repeatable and scalable production process. At the same time, manufacturers must improve operational safety, energy efficiency, traceability and environmental performance.
This makes industrial automation and digitalization increasingly important across the lithium battery materials value chain.
For manufacturers of cathode precursors, electrolyte additives and other advanced battery materials, technologies such as process control, advanced process control, batch management, recipe management and energy management can provide the digital foundation needed to support this transition.
Schneider Electric's continued development of industrial automation and energy management technologies reflects this broader shift toward more precise, connected and sustainable manufacturing.
As the global demand for electric vehicles and energy storage continues to grow, the ability to consistently transform advanced material formulations into high-quality products at commercial scale will remain a key factor in the competitiveness of the lithium battery industry.
