A heat recouperator (10) having a rotary wheel heat exchanger (12) uses a random matrix media (40) comprising a plurality of small diameter heat-retentive fibrous material, which provides high thermal efficiency in exchanging heat between inlet and exhaust air streams (22 and 24).
