Scaling Battery Manufacturing Brings New Operational Challenges
The battery manufacturing industry is expected to grow significantly through 2030. Siemens highlights projections of approximately 4.7 TWh in demand and $400 billion in market value by 2030, with more than 90 new factories planned. At the same time, excess capacity and the race for innovation are increasing competitive pressure and the need for manufacturing efficiency.
For battery manufacturers, growth is only part of the challenge. Production must move effectively from pilot line to mass production while organizations manage rapidly evolving technology, high scrap rates, quality requirements and new standards and regulations.
Connecting Siemens Technology with Eng IndX's Manufacturing Expertise
Addressing these challenges requires more than individual digital tools. Siemens provides the digital manufacturing platform and manufacturing operations management capabilities described in its battery smart manufacturing approach. IndX works with Siemens technologies to help manufacturers apply digital solutions within their production environments.
Together, Siemens and IndX can support a connected approach to battery manufacturing that brings production execution, quality, planning, analytics and other manufacturing operations into a broader digital manufacturing strategy.
Where Digital Manufacturing Can Address Battery Industry Needs
Moving from pilot line to mass productionScaling from a pilot line to mass production creates new production risks. Siemens identifies digital production planning and validation as a way to identify problem areas and mitigate risks as manufacturers establish and scale their production setup. Eng IndX helps manufacturers apply Siemens digital manufacturing technologies within the context of their operations and production requirements.
Adapting to rapidly evolving technologyBattery technology continues to change quickly, making reliable ramp-up processes increasingly important. Siemens highlights quality assurance and validation testing as important elements for improving efficiency during this phase. Through the Siemens and Eng IndX relationship, manufacturers can connect these capabilities with their broader manufacturing environment.
Addressing scrap and quality challengesMaterial costs account for 65% of the battery manufacturing cost structure presented by Siemens, making scrap rates and quality issues critical considerations for competitiveness. Siemens identifies end-to-end traceability, closed-loop quality and effective order management as capabilities for improving product quality and reducing scrap.
Supporting evolving standards and regulationsBattery manufacturers must also respond to new standards, regulations and customer requirements. Siemens includes sustainability and compliance as part of its comprehensive manufacturing digital twin approach, connecting these considerations with the broader production environment.
A Connected Approach to Battery Operations
The Siemens battery solution brings together manufacturing operations management capabilities including paperless manufacturing execution, operational reporting, lab and quality execution, production supervision, intraplant logistics, production analytics and production scheduling. Seamless connectivity provides the foundation for connecting these functions across manufacturing operations.
Eng IndX complements the Siemens technology foundation by working with manufacturers to apply digital manufacturing solutions to their operational environment. This Siemens and Eng IndX relationship helps connect the technology described in the battery smart manufacturing framework with the needs manufacturers encounter as they plan, scale and operate battery production.
Supporting the Battery Production Lifecycle
The Siemens approach extends from battery process planning and validation through battery cell pilot lines, battery pack series preparation, virtual manufacturing development and end-to-end production integration. It also incorporates intelligent production excellence, intelligent gigafactory operation, smart battery pack production, closed-loop quality management and sustainability and compliance.
For battery manufacturers evaluating how to close gaps across these areas, Siemens and Eng IndX provide complementary technology and manufacturing expertise. Siemens supplies the digital manufacturing capabilities while Eng IndX helps manufacturers apply those technologies within their production operations, creating a partnership focused on the practical requirements of battery manufacturing.
