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; Kittisak Jermsittiparsert; … - 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/10012220563

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/10012220993

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/10012221074

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/10012221243

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/10012221416

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

Cao, Yan; Yao, Hui; Wang, Zhijie; Kittisak Jermsittiparsert - 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/10012221420

Short-term load forecasting of urban gas using a hybrid model based on improved fruit fly optimization algorithm and support vector machine

Lu, Hongfang; Azimi, Mohammadamin; Iseley, Tom - In: Energy Reports 5 (2019), pp. 666-677

, and energy optimization scheduling. This paper adopts a hybrid model that integrates the fruit fly optimization algorithm …

Persistent link: https://www.econbiz.de/10012651982

Multi-objective optimization of a PEMFC based CCHP system by meta-heuristics

Cao, Yan; Wu, Yujia; Fu, Leijie; Razmjooy, Navid - In: Energy Reports 5 (2019), pp. 1551-1559

optimization algorithm for showing the superiority of the algorithm. …

Persistent link: https://www.econbiz.de/10012652054

Experimental modeling of PEM fuel cells using a new improved seagull optimization algorithm

Cao, Yan; Li, Yiqing; Zhang, Geng; Razmjooy, Navid - In: Energy Reports 5 (2019), pp. 1616-1625

purpose of this paper is to present an improved version of seagull optimization algorithm for optimal parameter identification …

Persistent link: https://www.econbiz.de/10012652059

Multi-objective optimization of a PEMFC based CCHP system by meta-heuristics

Cao, Yan; Wu, Yujia; Fu, Leijie; Kittisak Jermsittiparsert - In: Energy reports 5 (2019), pp. 1551-1559

optimization algorithm for showing the superiority of the algorithm. …

Persistent link: https://www.econbiz.de/10012125703