Search Results - subject:"optimization algorithm"

An optimal configuration for a battery and PEM fuel cell-based hybrid energy system using developed Krill herd optimization algorithm for locomotive application

Guo, Yingying; Dai, Xiangdong; Razmjooy, Navid - In: Energy Reports 6 (2020), pp. 885-894

) algorithm, converged krill herd optimization algorithm (CKH). Simulation results are analyzed based on the average power demand …

Persistent link: https://www.econbiz.de/10012652448

Developed Coyote Optimization Algorithm and its application to optimal parameters estimation of PEMFC model

Yuan, Zhi; Wang, Weiqing; Wang, Haiyun; Yildizbasi, Abdullah - In: Energy Reports 6 (2020), pp. 1106-1117

Optimization Algorithm (DCOA) for determining the value of the unknown parameters in the model. Two different PEMFC models … and some well-known methods including conventional COA, Seagull Optimization Algorithm, and (N + λ) - ES algorithm to show …

Persistent link: https://www.econbiz.de/10012652467

Wind speed prediction using a hybrid model of the multi-layer perceptron and whale optimization algorithm

Samadianfard, Saeed; Hashemi, Sajjad; Kargar, Katayoun; … - In: Energy Reports 6 (2020), pp. 1147-1159

) with the Whale Optimization Algorithm (WOA) was used to build new method (MLP-WOA) with a limited set of data (2004 … models. It was concluded that the WOA optimization algorithm could improve the prediction accuracy of the MLP model and may …

Persistent link: https://www.econbiz.de/10012652471

Parameter estimation of PEMFC based on Improved Fluid Search Optimization Algorithm

Qin, Fuzhen; Liu, Peixue; Niu, Haichun; Song, Haiyan; … - In: Energy Reports 6 (2020), pp. 1224-1232

data and the estimated results. The optimization process here is based on an Improved Fluid Search Optimization Algorithm …

Persistent link: https://www.econbiz.de/10012652477

New optimized technique for unknown parameters selection of SOFC using Converged Grass Fibrous Root Optimization Algorithm

Shi, Hong; Li, Jing; Zafetti, Nicholas - In: Energy Reports 6 (2020), pp. 1428-1437

, a new metaheuristic, called the Converged Grass Fibrous Root Optimization Algorithm (CGRA) is presented and is validated …

Persistent link: https://www.econbiz.de/10012652494

Optimal Designing and Synthesis of a Hybrid PV/Fuel cell/Wind System using Meta-heuristics

Cao, Yan; Yao, Hui; Wang, Zhijie; Yousefi, Nasser - In: Energy Reports 6 (2020), pp. 1353-1362

In this paper, a multi-objective optimization method has been established on a hybrid PV, wind, fuel cell, and battery system. The optimization is based on three models including energy supply reliability, electricity efficiency, and capital cost of the hybrid system. A new model of the Elephant...

Persistent link: https://www.econbiz.de/10012652495

Optimized parameter estimation of a PEMFC model based on improved Grass Fibrous Root Optimization Algorithm

Guo, Haibing; Tao, Hai; Salih, Sinan Q.; Yaseen, Zaher … - In: Energy Reports 6 (2020), pp. 1510-1519

Optimization Algorithm (MGRA) has been presented. Final results are compared with some several well-known algorithms to indicate …

Persistent link: https://www.econbiz.de/10012652502

Parameter identification of PEMFC based on Convolutional neural network optimized by balanced deer hunting optimization algorithm

Yuan, Zhi; Wang, Weiqing; Wang, Haiyun; Ashourian, Mohsen - In: Energy Reports 6 (2020), pp. 1572-1580

(PEMFC) for increasing the model accuracy. In this research, a new improved version based on deer hunting optimization … algorithm (DHOA) is applied to the Convolutional neural network for the PEMFC parameters identification purpose. Indeed, the …

Persistent link: https://www.econbiz.de/10012652508

Multi-objective optimization for the proper selection of the best heat pump technology in a fuel cell-heat pump micro-CHP system

Fan, Xiaochao; Sun, Hexu; Yuan, Zhi; Li, Zheng; Shi, Ruijing - In: Energy reports 6 (2020), pp. 325-335

. Here, a sunflower optimization algorithm is utilized to provide two different objectives: minimizing the combined yearly …

Persistent link: https://www.econbiz.de/10012195100

An efficient terminal voltage control for PEMFC based on an improved version of whale optimization algorithm

Cao, Yan; Li, Yiqing; Zhang, Geng; Kittisak Jermsittiparsert - In: Energy reports 6 (2020), pp. 530-542

improving the efficiency of the proposed LQR controller, a newly developed version of the whale optimization algorithm, called … improved chaotic whale optimization algorithm is proposed. Simulation results of the proposed system are compared with …

Persistent link: https://www.econbiz.de/10012195397