Search Results - "heuristic optimization algorithm"

Optimal placement and sizing of battery energy storage system for losses reduction using whale optimization algorithm by Wong, Ling Ai, Ramachandaramurthy, Vigna K., Walker, Sara L., Taylor, Phil, Sanjari, Mohammad Javad

“…•Optimal allocation of battery energy storage system reduces the total system losses.•Different case studies with different number of storage were carried…”
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A short-term power load forecasting system based on data decomposition, deep learning and weighted linear error correction with feedback mechanism by Dong, Zhaochen, Tian, Zhirui, Lv, Shuang

“…Accurate power load forecasting enables Independent System Operators (ISOs) to precisely quantify the demand patterns of users and achieve efficient management…”
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A comprehensive review of heuristic optimization algorithms for optimal combined heat and power dispatch from economic and environmental perspectives by Nazari-Heris, M., Mohammadi-Ivatloo, B., Gharehpetian, G.B.

“…Combined heat and power economic dispatch (CHPED) aims to minimize the operational cost of heat and power units satisfying several equality and inequality…”
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Support vector regression with heuristic optimization algorithms for predicting the ground surface displacement induced by EPB shield tunneling by Lu, Dechun, Ma, Yiding, Kong, Fanchao, Guo, Caixia, Miao, Jinbo, Du, Xiuli

“…[Display omitted] •Support vector regression is used to predict tunnel-induced strata displacement.•Heuristic algorithms are applied to determine SVR…”
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Wind speed probability distribution estimation and wind energy assessment by Wang, Jianzhou, Hu, Jianming, Ma, Kailiang

“…The statistical characteristics of wind and the selection of suitable wind turbines are essential to effectively evaluate wind energy potential and design wind…”
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Multi-scale collaborative prediction of optimal configuration for carbon fiber woven composites based on deep learning neural networks by Wang, Zefei, Zhao, Changcai, Yang, Zhuoyun, Wang, Keqi, Dong, Guojiang, Starostenkov, M.D.

“…Since carbon fiber woven composite panels contain complex fiber bundle structures, the aim of this paper is to investigate the factors influencing the…”
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New feature attribution method for explainable aspect-based sentiment classification by Pan, Jeng-Shyang, Wang, Gui-Ling, Chu, Shu-Chuan, Yang, Dongqiang, Snášel, Václav

“…Recently, the use of feature attribution methods in explainable artificial intelligence has attracted significant attention. While many proposed methods in…”
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Memory backtracking strategy: An evolutionary updating mechanism for meta-heuristic algorithms by Jia, Heming, Lu, Chenghao, Xing, Zhikai

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Light can be Dangerous: Stealthy and Effective Physical-world Adversarial Attack by Spot Light by LI, Yufeng, YANG, Fengyu, LIU, Qi, LI, Jiangtao, CAO, Chenhong

“…With the development of machine learning models throughout industries, there has been a corresponding increase in research demonstrating its vulnerability to…”
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Effective Dimension Extraction Mechanism: A novel mechanism for meta-heuristic algorithms in solving complex high-dimensional problems by Su, Fang, Song, Jiahao, He, Rui

“…•Proposing a mechanism to improve heuristics by extracting effective dimensions.•Using manifold learning to filter redundant dimensions in particles.•Mapping…”
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Multi-model ensemble prediction of pan evaporation based on the Copula Bayesian Model Averaging approach by Seifi, Akram, Ehteram, Mohammad, Soroush, Fatemeh, Torabi Haghighi, Ali

“…Pan evaporation (Ep) is an efficient and practical tool for planning and managing water resources, understanding the water balance in hydrological processes,…”
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The runner-root algorithm: A metaheuristic for solving unimodal and multimodal optimization problems inspired by runners and roots of plants in nature by Merrikh-Bayat, F.

“…•A new optimization algorithm inspired by the plants propagated through runners is proposed.•Global search with random large steps is performed at all…”
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High nonlinearity of BEV's stepped automatic transmission design objectives and its optimal solution by a novel ISA-RSA by Cheng, Zhun

“…The battery electric vehicle's (BEV's) stepped automatic transmission (SAT) has a significant influence on the power and economic performance of the new-energy…”
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Stochastic wind energy integrated multi source power system control via a novel model predictive controller based on Harris Hawks optimization by Kumar, Vineet, Sharma, Veena, Arya, Yogendra, Naresh, R., Singh, Amita

“…Combined voltage and frequency control is a critical control problem of modern power system to avoid blackouts. This paper discusses the simultaneous voltage…”
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Investigation on the soil-machine interaction based on slurry shield machine operation data learning: A geological conditions recognition model by Li, Xin, Xue, Yiguo, Li, Guangkun, Qu, Chuanqi, Zhou, Binghua

“…Real-time perception of the geological condition is of great importance to efficient tunneling and hazard prevention in underwater shield tunneling. This study…”
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A hyper-heuristic optimization multi-task allocation in mobile crowdsensing based on inherent attributes by Cao, Heng, Yu, Yantao, Liu, Guojin, Wu, Yucheng

“…Task allocation is a critical issue in mobile crowdsensing (MCS) that significantly impacts the overall sensing quality of the system. However, previous…”
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Enhancing performance of global path planning for mobile robot through Alpha–Beta Guided Particle Swarm Optimization (ABGPSO) algorithm by Ahmad, Javed, Wahab, Mohd Nadhir Ab, Ramli, Ahmad, Misro, Md Yushalify, Ezza, Wan Zafira, Hasan, Wan Zuha Wan

“…Efficient path planning is essential for mobile robots to navigate from a start to a goal position while avoiding obstacles. Particle Swarm Optimization (PSO)…”
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Runoff prediction of urban stream based on the discharge of pump stations using improved multi-layer perceptron applying new optimizers combined with a harmony search by Lee, Eui Hoon

“…•An improved multi-layer perceptron using new optimizers combined with a meta-heuristic optimization algorithm (IMLP) was developed.•Runoff Inflow was…”
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Heart arrhythmia diagnosis based on the combination of morphological, frequency and nonlinear features of ECG signals and metaheuristic feature selection algorithm by Mazaheri, Vajihe, Khodadadi, Hamed

“…•A new method for discrimination of seven types of ECG beats is proposed.•This method employs a combination of morphology, frequency, and nonlinear…”
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Cross-platform mission planning for UAVs under carrier delivery mode by Jin, Junhong, Zhang, Genlai, Li, Xin, Su, Xichao, Lu, Chen, Cheng, Yujie, Ding, Yu, Wang, Lei, Wang, Xinwei

“…As battlefield scale enlarges, cross-platform collaborative combat provides an appealing paradigm for modern warfare. Complicated constraints and vast solution…”
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