Petroleum Engineering School Petroleum University;
School of Civil Engineering and Geomatics Petroleum University;
China Petroleum Pipeline Engineering Corporation;
School of Engineering University;
Natural gas; Pipeline optimization; NHPSO-JTVAC algorithm; Carbon emission; New energy;