Опубликована: Май 27, 2024
Язык: Английский
Опубликована: Май 27, 2024
Язык: Английский
Energy Conversion and Management, Год журнала: 2023, Номер 292, С. 117410 - 117410
Опубликована: Июль 18, 2023
Язык: Английский
Процитировано
53Thermal Science and Engineering Progress, Год журнала: 2023, Номер 42, С. 101909 - 101909
Опубликована: Май 15, 2023
Язык: Английский
Процитировано
33Sustainable Energy Technologies and Assessments, Год журнала: 2023, Номер 57, С. 103259 - 103259
Опубликована: Май 4, 2023
Язык: Английский
Процитировано
29Energy Conversion and Management, Год журнала: 2024, Номер 307, С. 118373 - 118373
Опубликована: Март 30, 2024
Язык: Английский
Процитировано
12Process Safety and Environmental Protection, Год журнала: 2024, Номер 187, С. 104 - 116
Опубликована: Апрель 25, 2024
Язык: Английский
Процитировано
10Energy Reports, Год журнала: 2024, Номер 11, С. 4759 - 4775
Опубликована: Апрель 27, 2024
Язык: Английский
Процитировано
10Applied Sciences, Год журнала: 2023, Номер 13(2), С. 945 - 945
Опубликована: Янв. 10, 2023
The reptile search algorithm is a newly developed optimization technique that can efficiently solve various problems. However, while solving high-dimensional nonconvex problems, the retains some drawbacks, such as slow convergence speed, high computational complexity, and local minima trapping. Therefore, an improved (IRSA) based on sine cosine Levy flight proposed in this work. modified with enhanced global capabilities avoids trapping by conducting full-scale of solution space, operator jump size control factor increases exploitation agents. was applied to set 23 well-known test functions. Additionally, statistical analysis performed considering 30 runs for performance measures like best, worse, average values, standard deviation. results showed gives fast low time efficient search. For further verification, were compared RSA state-of-the-art metaheuristic techniques. In second phase paper, we used IRSA train hyperparameters weight biases multi-layer perceptron neural network smoothing parameter (σ) radial basis function network. To validate effectiveness training, trained classifier tested challenging, real-world classification Furthermore, application, IRSA-trained RBFNN regression model day-ahead wind solar power forecasting. Experimental clearly demonstrated superior prediction hybrid model. Qualitative, quantitative, comparative, statistical, complexity revealed exploration, efficiency, accuracy, technique.
Язык: Английский
Процитировано
21Applied Thermal Engineering, Год журнала: 2023, Номер 235, С. 121336 - 121336
Опубликована: Авг. 14, 2023
Язык: Английский
Процитировано
20Global Energy Interconnection, Год журнала: 2025, Номер unknown
Опубликована: Фев. 1, 2025
Язык: Английский
Процитировано
1Global Energy Interconnection, Год журнала: 2023, Номер 6(5), С. 567 - 591
Опубликована: Окт. 1, 2023
The development of alternative renewable energy technologies is crucial for alleviating climate change and promoting transformation. Of the currently available technologies, solar has promising application prospects owing to its merits being clean, safe, sustainable. Solar converted into electricity through photovoltaic (PV) cells; however, overall conversion efficiency PV modules relatively low, most captured dissipated in form heat. This not only reduces power generation cells but may also have a negative impact on electrical parameters service life cells. To overcome shortcomings, an efficient approach involves combining cell with thermoelectric generator (TEG) hybrid PV-TEG systems, which simultaneously improve system by reducing operating temperature increasing output utilizing waste heat generated from generate via TEGs. Based thorough examination literature, this study comprehensively reviews 14 maximum point tracking (MPPT) algorithms applied systems classifies them five major categories further discussion, namely conventional, mathematics-based, metaheuristic, artificial intelligence, other algorithms. review aims inspire advanced ideas research MPPT systems.
Язык: Английский
Процитировано
13