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Segment Reporting - Schedule of Revenue by Major Revenue (Details) - Reporting segment [Member] - USD ($)
 6 Months Ended
Jun. 30, 2025
Jun. 30, 2024
REVENUES, NET    
Revenues, net $ 27,967,081 $ 22,283,171
COSTS OF REVENUES    
Cost of revenues 24,268,344 22,265,782
GROSS PROFIT (LOSS)    
Gross (loss) profit 3,698,737 17,389
OPERATING EXPENSES    
Selling expenses 495,385 361,679
General and administrative expenses 3,116,148 4,212,561
Research and development expenses 754,331 847,852
Total operating expenses 4,365,864 5,422,092
LOSS FROM OPERATIONS (667,127) (5,404,703)
OTHER (EXPENSES) INCOME    
Investment income 47,467 84,295
Interest expense, net (2,217,089) (918,199)
Other (expense) income, net (3,258) 217,635
Total other expenses, net (2,172,880) (616,269)
LOSS BEFORE INCOME TAXES (2,840,007) (6,020,972)
Graphite anode business [Member]    
REVENUES, NET    
Revenues, net 27,907,475 21,561,285
COSTS OF REVENUES    
Cost of revenues 24,262,266 21,984,752
GROSS PROFIT (LOSS)    
Gross (loss) profit 3,645,209 (423,467)
Peer-to-peer knowledge sharing and enterprise business [Member]    
REVENUES, NET    
Revenues, net 59,606 721,886
COSTS OF REVENUES    
Cost of revenues 6,078 281,030
GROSS PROFIT (LOSS)    
Gross (loss) profit $ 53,528 $ 440,856