Výsledky vyhledávání - "multi-objective optimization algorithm"

Enhancing the performance of hybrid wave-wind energy systems through a fast and adaptive chaotic multi-objective swarm optimisation method Autor Neshat, Mehdi, Sergiienko, Nataliia Y., Nezhad, Meysam Majidi, da Silva, Leandro S.P., Amini, Erfan, Marsooli, Reza, Astiaso Garcia, Davide, Mirjalili, Seyedali

“…Hybrid offshore renewable energy platforms have been proposed to optimise power production and reduce the levelised cost of energy by integrating or…”
Získat plný text

A combined model based on data preprocessing strategy and multi-objective optimization algorithm for short-term wind speed forecasting Autor Niu, Xinsong, Wang, Jiyang

“…•A multi-objective optimization algorithm is successfully developed.•Employ a data denoising strategy to process the raw wind speed sequence.•Propose a novel…”
Získat plný text

A novel hybrid model for short-term wind power forecasting Autor Du, Pei, Wang, Jianzhou, Yang, Wendong, Niu, Tong

“…Wind energy prediction has a significant effect on the planning, economic operation and security maintenance of the wind power system. However, due to the high…”
Získat plný text

A novel ensemble probabilistic forecasting system for uncertainty in wind speed Autor Wang, Jianzhou, Wang, Shuai, Zeng, Bo, Lu, Haiyan

“…•Developed a novel deep QrBiLStm that can perform probabilistic forecasts.•An ensemble probabilistic forecasting system was proposed.•A pseudo-interval…”
Získat plný text

Hybrid ultra-short-term PV power forecasting system for deterministic forecasting and uncertainty analysis Autor Wang, Jianzhou, Yu, Yue, Zeng, Bo, Lu, Haiyan

Získat plný text

Hour-ahead photovoltaic generation forecasting method based on machine learning and multi objective optimization algorithm Autor Wang, Jianzhou, Zhou, Yilin, Li, Zhiwu

“…•In the light of the decomposition and ensemble mechanism, the designed system decomposes the original PV power series, reduces the high-frequency noise, so as…”
Získat plný text

A new combined model based on multi-objective salp swarm optimization for wind speed forecasting Autor Cheng, Zishu, Wang, Jiyang

“…Wind energy as the representative renewable energy sources attracted the global attention and wind power plays a significant role in power system. Thus, wind…”
Získat plný text

A novel two-stage forecasting model based on error factor and ensemble method for multi-step wind power forecasting Autor Hao, Yan, Tian, Chengshi

“…•A novel two-stage forecasting architecture is proposed for wind power forecasting.•Considering error factor in wind power forecasting to improve model’s…”
Získat plný text

A new boredom-aware dual-resource constrained flexible job shop scheduling problem using a two-stage multi-objective particle swarm optimization algorithm Autor Shi, Jiaxuan, Chen, Mingzhou, Ma, Yumin, Qiao, Fei

“…Dual-resource constrained flexible job shop scheduling problem has become a hot research field in recent years. However, few studies have considered workers’…”
Získat plný text

Interval forecasting system for electricity load based on data pre-processing strategy and multi-objective optimization algorithm Autor Wang, Jianzhou, Zhang, Linyue, Li, Zhiwu

“…•Interval forecasting system is proposed to quantify the uncertainty information.•Data decomposition strategy is employed to process original data.•A novel…”
Získat plný text

Topology optimization of micro-channel reactors using an improved multi-objective algorithm Autor Wang, Jiahao, Liu, Xiaomin, Wang, Yue

“…•Multi-physics model and multi-objective optimization algorithm are established.•The effect of outlet angles of MCR on optimal configurations is…”
Získat plný text

Empirical Mode Decomposition based Multi-objective Deep Belief Network for short-term power load forecasting Autor Fan, Chaodong, Ding, Changkun, Zheng, Jinhua, Xiao, Leyi, Ai, Zhaoyang

“…With the rapid development of power grid data, the data generated by the operation of the power system is increasingly complex, and the amount of data…”
Získat plný text

A novel combined model for probabilistic load forecasting based on deep learning and improved optimizer Autor Zhang, Dongxue, Wang, Shuai, Liang, Yuqiu, Du, Zhiyuan

“…As the transitions of the power industry to decarburization and distributed energy systems, the future uncertainty information of electric load is becoming…”
Získat plný text

A hybrid forecasting system based on a dual decomposition strategy and multi-objective optimization for electricity price forecasting Autor Yang, Wendong, Wang, Jianzhou, Niu, Tong, Du, Pei

“…•A data preprocessing approach named the dual decomposition strategy is developed.•A novel forecasting system is developed for electricity price…”
Získat plný text

A Multi‐Objective Optimization‐Based Reflective Metasurface for Enhanced Multi‐Point Focusing With Diffraction Suppression Autor Xiao, Dongping, Xu, Lanxin, Su, Dongping, Shi, Zhuxin, Zhang, Huaiqing

“…Metasurface arrays can achieve beam control at low cost and high quality by providing different phase compensations for each unit, effectively focusing…”
Získat plný text

Modelling of carbon price in two real carbon trading markets Autor Hao, Yan, Tian, Chengshi, Wu, Chunying

“…Carbon price forecasting plays a vital role in establishing a reasonable and stable carbon market. A number of carbon price forecasting models have been…”
Získat plný text

A two-stage accelerated search strategy for large-scale multi-objective evolutionary algorithm Autor Cui, Zhihua, Wu, Yijing, Zhao, Tianhao, Zhang, Wensheng, Chen, Jinjun

“…Since large-scale multi-objective problems (LSMOPs) have huge decision variables, the traditional evolutionary algorithms are facing difficulties of low…”
Získat plný text

Wind speed interval prediction model based on variational mode decomposition and multi-objective optimization Autor Wang, Jianzhou, Cheng, Zishu

“…As a potential new energy power generation technology, wind power is gradually developing into the world’s mainstream energy. In the research on wind power…”
Získat plný text

Distributed multi-objective African vulture accelerated optimization intelligent algorithm for multi-objective economic dispatch of power systems Autor Yin, Linfei, Ye, Yongzi

“…The context of expanding power system scale and rapid development of the power market brings many challenges to economic dispatch. Although distributed…”
Získat plný text

Novel wind-speed prediction system based on dimensionality reduction and nonlinear weighting strategy for point-interval prediction Autor Wang, Xinyu, Wang, Jianzhou, Niu, Xinsong, Wu, Chunying

“…In the context of today’s energy shortage, wind energy plays a crucial role as one of the most widely used renewable energy sources. However, in order to fully…”
Získat plný text