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A capitalized cost is an expense that is added to the cost basis of a fixed asset on a company’s balance sheet. Capitalized costs are incurred when building or purchasing fixed assets – the new plant in the case of your question.
Preferred shares are not capitalized since they are not assigned specifically to the construction of the new plant, but is financing the company in general.