Research on Precise Feeding Strategies for Large-Scale Marine Aquafarms DOI Creative Commons
Yizhi Wang, Yusen Zhang,

Fengyuan Ma

и другие.

Journal of Marine Science and Engineering, Год журнала: 2024, Номер 12(9), С. 1671 - 1671

Опубликована: Сен. 18, 2024

Breeding in large-scale marine aquafarms faces many challenges terms of precise feeding, including real-time decisions as to the feeding amount, along with disturbances caused by speed and moving equipment. Involving spatiotemporal distributed parameters variables, an effective predictive model for environment growth stage perception is yet obtained, further preventing development strategies Therefore, this paper, a hierarchical type-2 fuzzy system based on quasi-Gaussian membership function fast, precise, on-site proposed validated. The designed consists two layers decision subsystems, taking different sources data expert experience but avoiding rule explosion issue. Meanwhile, water quality evaluation considered secondary sets used adjust function, decreasing calculation load type reduction. validated, results indicate that shape primary altered membership, which influences defuzzification accordingly. hardware bins UAVs variable-speed coupling control systems disturbance compensation improved can follow level flying speed.

Язык: Английский

Research on Precise Feeding Strategies for Large-Scale Marine Aquafarms DOI Creative Commons
Yizhi Wang, Yusen Zhang,

Fengyuan Ma

и другие.

Journal of Marine Science and Engineering, Год журнала: 2024, Номер 12(9), С. 1671 - 1671

Опубликована: Сен. 18, 2024

Breeding in large-scale marine aquafarms faces many challenges terms of precise feeding, including real-time decisions as to the feeding amount, along with disturbances caused by speed and moving equipment. Involving spatiotemporal distributed parameters variables, an effective predictive model for environment growth stage perception is yet obtained, further preventing development strategies Therefore, this paper, a hierarchical type-2 fuzzy system based on quasi-Gaussian membership function fast, precise, on-site proposed validated. The designed consists two layers decision subsystems, taking different sources data expert experience but avoiding rule explosion issue. Meanwhile, water quality evaluation considered secondary sets used adjust function, decreasing calculation load type reduction. validated, results indicate that shape primary altered membership, which influences defuzzification accordingly. hardware bins UAVs variable-speed coupling control systems disturbance compensation improved can follow level flying speed.

Язык: Английский

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