The lithium-ion battery (LiB) is a prominent energy storage technology playing an important role in the future of e-mobility and the transformation of the energy sector. However, LiB cell manufacturing has still high p. ••Battery production design for operation and planning.••. The transformation of the automotive sector towards e-mobility together with the transformation of the energy sector towards a higher share of renewable energies, heavily relies on. 2.1. General overview of lithium-ion battery cell productionThe production chain of lithium-ion battery cells consists of manifold different processes from d. 3.1. Overview and frameworkThe goal is to establish a system for determining needed IPFs derived from desired FPPs of the LiB cells using a data-driven model (se. The case study was conducted in the facilities of the Battery LabFactory Braunschweig (BLB), a research LiB cell production line with industry-scale production machi.
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What is decision support in the planning of battery production?
Decision support in the planning of battery production starts with the customer and production planner defining the desired FPPs/target FPPs that are used by the quality prediction model and battery production design to generate potential IPFs that are needed to produce a battery cell with desired FPPs (see Fig. 7 ).
How is battery production design based on quality prediction model?
Battery production design is deployed with a connection to the quality prediction model. Furthermore, a production process simulation is used to predict PPs based on IPFs derived from battery production design. Fig. 7. Decision support in planning and operation of battery production.
How can a simulation improve battery cell manufacturing?
The optimization of cell finishing in terms of machine utilization and energy costs would enable a significant advantage in battery cell manufacturing . For this purpose, simulation methods can be used to optimize the design and operation of a battery cell factories .
What is the formation process in battery cell manufacturing?
In the layout of battery cell manufacturing, the formation process is a cost and area intensive process step. Different process parameters significantly influence the machine utilization, the energy flow, and the output of the cell manufacturing. This usually leads to non-optimally sized and operated formation lines.
How does the formation process affect the quality of a battery cell?
During the formation process, a low current is used to charge the battery cell for the first time and subsequently cycle the cell a few times. For this purpose, power electronics and also temperature cabinets are required. Here, a longer formation time has a positive effect on the resulting battery cell quality .
Introduction In order to meet the growing demand for battery cells, new battery cell factories are being built and existing factories are optimized worldwide. The challenge is to reduce costs, energy consumption, and emissions of the factories while improving the product quality of the battery cells .