Search Results - subject:"Optimization algorithm"

Uncertainty analysis-forecasting system based on decomposition-ensemble framework for PM2.5 concentration forecasting in China

Qu, Zongxi; Hao, Xiaogang; Zhao, Fazhen; Niu, Chunhua - In: Journal of forecasting 42 (2023) 8, pp. 2027-2044

Persistent link: https://www.econbiz.de/10014432836

Optimized aspect and self-attention aware LSTM for target-based semantic analysis (OAS-LSTM-TSA)

Vasavi, B.; Dileep, P.; Srinivasarao, Ulligaddala - In: Data Technologies and Applications 58 (2023) 3, pp. 447-471

optimization algorithm. The loss function in OAS-LSTM is minimized using the adaptive pelican optimization algorithm, thus …

Persistent link: https://www.econbiz.de/10015342727

A MILP algorithm for the optimal sizing of an off-grid hybrid renewable energy system in South Tyrol

Alberizzi, Jacopo C.; Rossi, Mosè; Renzi, Massimiliano - In: Energy Reports 6 (2020) 1, pp. 21-26

The exploitation of renewable energy sources through sustainable energy technologies are taking the field to decrease the pollutions' emissions into the Earth's environment. To offset the limitations of such resources, hybrid energy systems are becoming fundamental in grid-connected applications...

Persistent link: https://www.econbiz.de/10012652066

Position controlling of Sun Tracking System using optimization technique

Rawat, Anuj; Jha, S. K.; Kumar, Bhavnesh - In: Energy Reports 6 (2020) 2, pp. 304-309

The prime objective of this paper is to devise optimization technique for the position control of Sun Tracking System (STS). In order to control the position of this system, PID controller tuned by different methods such as Genetic Algorithm (GA), Particle Swarm Optimization (PSO) and Teaching...

Persistent link: https://www.econbiz.de/10012652256

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/10012652397

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

Cao, Yan; Li, Yiqing; Zhang, Geng; Nasseri, Maryam - 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/10012652417

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