Built off the idea laid down in thermal circuits, Thermal Capacitance is essentially the idea of electrical capacitance applied to heat. That is to say it is a measure of a materials ability to store heat. It is the driving idea lumped capacitance method.
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Thermal capacitance is covered in section 5.1 of the textbook (page 192).