	US 11,955,888 B2
	DC-DC converter with intelligent controller
Kang Yoon Lee, Seoul (KR); Jong Wan Jo, Suwon-si (KR); Min Young Kim, Suwon-si (KR); Dong Soo Park, Suwon-si (KR); Kyung Duk Choi, Suwon-si (KR); and Young Gun Pu, Suwon-si (KR)
Filed by SKAIChips Co., Ltd., Suwon-si (KR); and Research & Business Foundation SUNGKYUNKWAN UNIVERSITY, Suwon-si (KR)
Filed on Jul. 3, 2021, as Appl. No. 17/367,359.
Claims priority of application No. 10-2020-0101414 (KR), filed on Aug. 12, 2020.
Prior Publication US 2022/0052606 A1, Feb. 17, 2022
Int. Cl. H02M 3/158 (2006.01); G05B 13/02 (2006.01); H02M 1/00 (2006.01); H02M 1/08 (2006.01); H02M 1/38 (2007.01)

CPC H02M 3/158 (2013.01) [G05B 13/027 (2013.01); H02M 1/0009 (2021.05); H02M 1/08 (2013.01); H02M 1/38 (2013.01)]

9 Claims

1. A direct current (DC)-DC conversion apparatus comprising:

a power conversion part;

a plurality of sensors configured to detect a state of each portion of the power conversion part; and

an artificial intelligence control part configured to sample values output from the plurality of sensors for a predetermined time to generate two-dimensional state information, and process the two-dimensional state information by a convolutional neural network to output a plurality of control signals which control an operation of the power conversion part according to classified result values.