May 25, 2020 · A multi-objective optimization method of in-wheel motor for electric vehicles (EV) is proposed based on an improved artificial colony algorithm.
based on an improved artificial colony algorithm. The new improved artificial colony algorithm is used to implement motor ... Artificial Bee Colony (ABC) ...
The aim of this work is to design a speed controller of a DC motor by selection of PID parameters using bio-inspired optimization technique of Artificial Bee ...
In order to improve the power density of the in-wheel motor and reduce its material cost, an improved artificial bee colony (IABC) algorithm was proposed to ...
Optimum Design on In-wheel Motor of New Energy Vehicles based on Improved Artificial Bee Colony Algorithm. Published:2019-08-26 Issue: Volume: Page:.
People also ask
What are the advantages and disadvantages of artificial bee colony?
Artificial Bee Colony (ABC) algorithm is a swarm-based optimization algorithm with advantages like simplicity and proper exploration ability. However, it suffers from improper exploitation in solving complicated problems. In order to overcome this disadvantage, modifications on all three bee types are proposed.
What are the limitations of the ABC algorithm?
However, the ABC algorithm has several drawbacks in dealing with complex engineering problems. This includes slow convergence speed, limited accuracy in finding the optimal solution, susceptibility to local optima, and a tendency to discard potential optimal solutions during the elimination process.
Jun 17, 2022 · Optimum design on in-wheel motor of new energy vehicles based on improved artificial bee colony algorithm. Proceedings of the 3rd ...
Yildiz [33] developed a new hybrid algorithm based on the ABC algorithm and the Taguchi method for a structural design optimization of a vehicle component and a ...
Aug 2, 2023 · Following that, a low-carbon routing model of electric trackless rubber-tyred vehicles is built to minimize the total energy consumption under ...
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Jun 6, 2022 · Adaptive state feedback speed controller for PMSM based on artificial bee colony algorithm. ... Fuzzy PID control of brushless DC motor based on ...
The experimental results on four real-world instances indicate that improved artificial bee colony algorithm (IABC) outperforms other comparative algorithms and ...