The review contributes to the field of battery cost modeling in different ways. First, the review provides a detailed overview of the most relevant studies published in the field of battery cost modeling in the recent years. Second, we introduce a framework for the evaluation of future cost models.
The costs of a complete battery system, based on cathode active material price scenarios calculated in the work, are represented by a linear regression that accounts for economies of scale. The costs for the battery system were differentiated into cost types, but not into process steps .
Battery production cost can be measured by full, levelized, and marginal costs. Several studies analyze the full costs, but the components are not clearly defined. For example, capital costs and taxes are omitted by most authors.
It calculates battery cell and pack costs for different cell chemistries under a specified production volume within a pre-defined factory layout and production process. The model is frequently used, adapted, or extended by various authors 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18.
The article identifies main cost types for battery production as land acquisition, construction, equipment, liability, material, utilities, logistics, and labor. The comparison is based on 18650-cells with a NMC cathode chemistry. The work identifies a gap inside the labor costs between the two countries.
Within this transformation, battery costs are considered a main hurdle for the market-breakthrough of battery-powered products. Encouraged by this, various studies have been published attempting to predict these, providing the reader with a large variance of forecasted cost that results from differences in methods and assumptions.
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