Shi, N.; Li, Z.; Li, Q.; Zhang, J.; Li, L.; Sun, Q.; Liu, S.; Wang, Z.
Evolutionary Digital Twin for Oil and Gas Pipelines: A Cognitive Multi-Agent Framework with Continuous Feedback Learning. Sensors 2026, 26, 3219.
https://doi.org/10.3390/s26103219
AMA Style
Shi N, Li Z, Li Q, Zhang J, Li L, Sun Q, Liu S, Wang Z.
Evolutionary Digital Twin for Oil and Gas Pipelines: A Cognitive Multi-Agent Framework with Continuous Feedback Learning. Sensors. 2026; 26(10):3219.
https://doi.org/10.3390/s26103219
Chicago/Turabian Style
Shi, Ning, Zixuan Li, Qiujuan Li, Jing Zhang, Liangliang Li, Qiaofei Sun, Sijia Liu, and Zheng Wang.
2026. "Evolutionary Digital Twin for Oil and Gas Pipelines: A Cognitive Multi-Agent Framework with Continuous Feedback Learning" Sensors 26, no. 10: 3219.
https://doi.org/10.3390/s26103219
APA Style
Shi, N., Li, Z., Li, Q., Zhang, J., Li, L., Sun, Q., Liu, S., & Wang, Z.
(2026). Evolutionary Digital Twin for Oil and Gas Pipelines: A Cognitive Multi-Agent Framework with Continuous Feedback Learning. Sensors, 26(10), 3219.
https://doi.org/10.3390/s26103219
