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Enhancing photovoltaic energy forecasting: a progressive approach using wavelet packet decomposition

CLEAN ENERGY 2024年第3期8卷 95-108页

作者： Ferkous, Khaled Guermoui, Mawloud Bellaour, Abderahmane boulmaiz, tayeb Bailek, Nadjem Univ Ghardaia LMTESE Lab Mat Technol Energy Syst & Environm Ghardaia 47000 Algeria Renewable Energy Appl Res Unit URAER Ghardaia 47000 Algeria Ahmed Draia Adrar Univ Fac Sci & Technol Dept Math & Comp Sci Lab Math Modeling & Applicat Adrar 01000 Algeria

Accurate photovoltaic (PV) energy forecasting plays a crucial role in the efficient operation of PV power stations. This study presents a novel hybrid machine-learning (ML) model that combines Gaussian process regression with wavelet packet decomposition to forecast PV power half an hour ahead. The proposed technique was applied to the PV energy database of a station located in Algeria and its performance was compared to that of traditional forecasting models. Performance evaluations demonstrate the superiority of the proposed approach over conventional ML methods, including Gaussian process regression, extreme learning machines, artificial neural networks and support vector machines, across all seasons. The proposed model exhibits lower normalized root mean square error (nRMSE) (2.116%) and root mean square error (RMSE) (208.233 kW) values, along with a higher coefficient of determination (R2) of 99.881%. Furthermore, the exceptional performance of the model is maintained even when tested with various prediction horizons. However, as the forecast horizon extends from 1.5 to 5.5 hours, the prediction accuracy decreases, evident by the increase in the RMSE (710.839 kW) and nRMSE (7.276%), and a decrease in R2 (98.462%). Comparative analysis with recent studies reveals that our approach consistently delivers competitive or superior results. This study provides empirical evidence supporting the effectiveness of the proposed hybrid ML model, suggesting its potential as a reliable tool for enhancing PV power forecasting accuracy, thereby contributing to more efficient grid management. This study proposes a new method for forecasting solar power generation 30 minutes ahead. It combines Gaussian process regression with wavelet packet decomposition to capture complex patterns in historical data. This approach outperforms other forecasting models across different seasons and forecast horizons. Graphical Abstract

关键词： short photovoltaic power forecasting wavelet packet decomposition sub-series reconstruction machine learning in energy forecasting sustainable power stations renewable energy DATA-DRIVEN MACHINE

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A hybrid approach based on complete ensemble empirical mode decomposition with adaptive noise for multi-step-ahead solar radiation forecasting

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Clean Energy 2022年第5期6卷 705-715页

作者： Khaled Ferkous tayeb boulmaiz Fahd Abdelmouiz Ziari Belgacem Bekkar Materials Energy Systems Technology and Environment LaboratoryGhardaia UniversityGhardaiaAlgeria Laboratory of Mathematical and Subatomic Physics Department of PhysicsFaculty of Exact SciencesUniversity of Constantine 1Algeria

Accurate measurements of solar radiation are required to ensure that power and energy systems continue to function effectively and *** the other hand,estimating it is extremely challenging due to the non-stationary behaviour and randomness of its *** this research,a novel hybrid forecasting model,namely complete ensemble empirical mode decomposition with adaptive noise-Gaussian process regression(CEEMDAN-GPR),has been developed for daily global solar radiation *** non-stationary global solar radiation series is transformed by CEEMDAN into regular *** that,the GPR model uses these subsets as inputs to perform its *** to the results of this research,the performance of the developed hybrid model is superior to two widely used hybrid models for solar radiation forecasting,namely wavelet-GPR and wavelet packet-GPR,in terms of mean square error,root mean square error,coefficient of determination and relative root mean square error values,which reached 3.23 MJ/m^(2)/day,1.80 MJ/m^(2)/day,95.56%,and 8.80%,respectively(for one-step forward forecasting).The proposed hybrid model can be used to ensure the safe and reliable operation of the electricity system.

关键词： hybrid models complete ensemble empirical mode decomposition with adaptive noise Gaussian process regression prediction solar measurements Ghardaia site

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Herbal compounds as promising therapeutic agents in precision medicine strategies for cancer:A systematic review

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Journal of Integrative Medicine 2024年第2期22卷 137-162页

作者： Bizhar Ahmed tayeb Ikhwan Yuda Kusuma Alaa A.M.Osman Renáta Minorics Institute of Pharmacodynamics and Biopharmacy Faculty of PharmacyUniversity of Szeged6720 SzegedHungary Institution of Clinical Pharmacy Faculty of PharmacyUniversity of Szeged6725 SzegedHungary Department of Clinical Pharmacy and Pharmacy Practice Faculty of PharmacyUniversity of Gezira20 Wad MadaniSudan Pharmacy Study Program Facuity of HealthUniversitas Harapan BangsaPurwokerto 53182Indonesia

Background:The field of personalized medicine has gained increasing attention in cancer care,with the aim of tailoring treatment strategies to individual patients for improved *** medicine,with its long-standing historical use and extensive bioactive compounds,offers a rich source of potential treatments for various diseases,including ***:To provide an overview of the current knowledge and evidence associated with incorporating herbal compounds into precision medicine strategies for cancer ***,to explore the general characteristics of the studies included in the analysis,focusing on their key features and *** strategy:A comprehensive literature search was conducted from multiple online databases,including Pub Med,Scopus,Web of Science,and *** search strategy was designed to identify studies related to personalized cancer medicine and herbal *** criteria:Publications pertaining to cancer research conducted through in vitro,in vivo,and clinical studies,employing natural products were included in this *** extraction and analysis:Two review authors independently applied inclusion and inclusion criteria,data extraction,and assessments of methodological *** quality assessment and biases of the studies were evaluated based on modified Jadad scales.A detailed quantitative summary of the included studies is presented,providing a comprehensive description of their key features and ***:A total of 121 studies were included in this review for *** of them were considered as comprehensive experimental investigations both in vitro and in *** majority(n=85)of the studies included in this review were conducted in vitro,with 44 of them specifically investigating the effects of herbal medicine on animal ***,7 articles with a combined sample size of 31,271 patients,examined the impact of herbal medicine in clinical ***:Personal

关键词： Cancer Herbal medicine Personalized medication Active phytochemicals Natural compound

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基于类电磁诱导透明效应的极化转换滤波器

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物理学报 2024年第18期73卷 261-267页

作者：王哲飞吴杰万发雨曾庆生侯建强傅佳辉吴群宋明歆 tayeb A.Denidni 南京信息工程大学电子与信息工程学院南京210044 南京航空航天大学航天学院南京210016 西安电子科技大学电子工程学院西安710071 哈尔滨工业大学电子与信息工程学院哈尔滨150001 海南大学应用技术学院儋州571737 魁北克大学国立科学研究院加拿大蒙特利尔H5A1K6

在太赫兹频段基于类电磁诱导透明效应(electromagnetically induced transparency,EIT)提出了一种高效率极化转化滤波器,通过非对称结构激励了多能级明模路径,在传统EIT干涉效应的基础上,获得了正交的圆极化转换窗口.通过两组具有相似... 详细信息

在太赫兹频段基于类电磁诱导透明效应(electromagnetically induced transparency,EIT)提出了一种高效率极化转化滤波器,通过非对称结构激励了多能级明模路径,在传统EIT干涉效应的基础上,获得了正交的圆极化转换窗口.通过两组具有相似共振频率的明模相互干涉产生透射窗口,然后构造非对称结构来实现TE和TM极化下的透射窗口偏移,从而实现双频点极化转换.该超材料的单元结构由4个开口T型金属谐振组成.通过分析表面电流分布、频率响应特性以及入射角特性,探究了其工作机理.研究结果显示,该设计在不同极化下实现了电磁诱导透明现象.随后,基于两个入射极化的EIT共振,在0.692 THz处实现了线极化到右旋圆极化转换和0.782 THz处实现了线极化到左旋圆极化转换,透射系数分别为0.7和0.68.这种基于EIT的极化转化具有低损耗和超薄的特点,在紧凑型天线、衍生雷达相控阵和军事工业探测器领域有潜在应用价值.

关键词：超材料电磁诱导透明效应极化转换滤波器

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Beyond Stitches: Analysis of Disease Burden in a Bangladeshi RMG Factory

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Health 2024年第7期16卷 688-702页

作者： Mariam Zaman tayeb Ahmmed Nabila Binte Hossain S. M. Raysul Haque Ariful Islam Joarder Kamran ul Baset Department of Procurement SM Group Dhaka Bangladesh Department of Neurosurgery Bangabandhu Sheikh Mujib Medical University (BSMMU) Dhaka Bangladesh Department of Public Health Independent University Bangladesh (IUB) Dhaka Bangladesh Department of Cardiology Bangabandhu Sheikh Mujib Medical University (BSMMU) Dhaka Bangladesh

Introduction: Bangladesh has experienced remarkable growth in RMG over the past 25 years. With the knitwear industry providing more than 4 million direct jobs, providing better occupational health and safety of workers remains a challenge. Aim of the study: The aim of the study was to analyze the disease burden of a RMG factory, and to highlight occupational health risks. Methods: A cross-sectional study design was employed for this analysis. A 17-month data entry (January 2020 - May 2021) was gathered from the factory in-house clinic. The socio-demographic and clinical diagnosis entries of 8421 entries were analyzed. Result: The population of the factory workers is 5370, where 40% (2148) are female workers and 60% (3222) are male workers. The mean age of respondents is 30 years, with a SD of ±7 years. Among the chief complaints, the most common was vomiting (14%;2262) fever (14%;2247), runny nose (11%;1842), cough (9%;1465), and loose motion (8%;1364). In the diagnosis categories, gastrointestinal diseases were more predominantly diagnosed (35%;2978), followed by viral fever (21%;1772), neurological diseases (16.5%;1389) and musculoskeletal disorders (9%;768). The average cost of medicine for each respondent is BDT 36. The factory covered costs of all medication for 99% (8380) of respondents. Only 0.5% (37) was referred to a tertiary hospital for further evaluation. Conclusion: Garments workers suffer mostly from long-term occupational health hazards. Factory owners and policy makers can contribute in various ways to improving primary healthcare options for workers.

关键词： RMG Disease Burden Work Related Disease Communicable Disease Occupational Safety

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Beyond boundaries:Neuroprotective effects of steroids and ecdysteroids in SH-SY5Y cells-A systematic review

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Neuroprotection 2024年第2期2卷 151-166页

作者： Bizhar Ahmed tayeb Isaac Kinyua Njangiru Renata Minorics Institute of Pharmacodynamics and Biopharmacy Faculty of PharmacyUniversity of SzegedSzegedHungary

Steroids and ecdysteroids have been shown to exhibit a range of biological effects,including anti-inflammatory,anticancer,and *** systematic review aims to highlight the evidence-based neuroprotective and antioxidant effects of steroids and ecdysteroids in SH-SY5Y neuroblastoma cells.A comprehensive literature search was conducted on May 11,2023,without publication source restrictions,using various electronic databases,including PubMed,Web of Science(WoS),Scopus,and Cumulative Index toNursing and Allied Health *** 103articles,only20 studies were included for investigating the neuroprotective effects of steroids and ecdysteroids in SH-SY5Y cells exposed to oxidative stress or neurotoxic *** risk of bias and quality assessment of the included studies were evaluated in accordance with the Nature Publication Quality Improvement Project specific *** selected studies reported the antioxidant effects of the tested compounds on SH-SY5Y cells and demonstrated their ability to scavenge free radicals and prevent lipid *** findings suggest that neurosteroids have potential therapeutic applications for the prevention and treatment of neurodegenerative diseases characterized by oxidative stress and neuronal *** studies have investigated the molecular mechanisms underlying the neuroprotective and antioxidant effects of steroids and ecdysteroids in SH-SY5Y *** mechanisms include the activation of antioxidant enzymes,such as superoxide dismutase and glutathione peroxidase,and the modulation of various signaling pathways,including the phosphoinositide 3-kinase/protein kinase B and mitogen-activated protein kinase/extracellular signal-regulated kinase *** review provides evidence that the tested compounds have remarkable neuroprotective and antioxidant effects in human neuroblastoma SH-SY5Y cells.

关键词： antiapoptotic cytoprotective neuroblastoma neurosteroids oxidative stress SH-SY5Y cells

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Enhanced microstructural and mechanical properties of Stellite/WC nanocomposite on Inconel 718 deposited through vibration-assisted laser cladding

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International Journal of Minerals,Metallurgy and Materials 2022年第2期29卷 327-334页

作者： Hossein Hosseini-tayeb Seyed Mahdi Rafiaei Daneshpajoohan Pishro Higher Education Institute IsfahanIran Department of Materials Science and Engineering Golpayegan University of TechnologyGolpayeganIsfahanIran

Stellite-21/WC nanopowders were deposited on Inconel through vibration-assisted laser cladding with different laser *** and scanning electron microscopy,hardness measurements,and wear characterizations were employed to understand the microstructural and mechanical behaviors of the *** showed that varying the cooling rate exerted remarkable effects on the microstructure of the as-cladded ***,increasing the laser power from 150 W to 250 W increased the heat input and the *** was affected by the scanning rate and powder feeding rate at a high laser power of 250 *** WC nanoparticles were added as reinforcement,the dilution magnitude intensified while the hardness value increased from HV 350 to HV *** wear characterizations indicated that the composites containing 3 wt%WC nanoparticles possessed the highest wear resistance.

关键词： Stellite WC nanoparticles mechanical properties laser cladding

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Targetry of MoO_3 on a copper substrate for the no-carrier-added ^(94m)Tc production via ^(94)Mo(p,n)^(94m)Tc reaction

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Nuclear Science and Techniques 2009年第1期20卷 22-26页

作者： SADEGHI Mahdi KAKAVAND tayeb AREF Morteza SARABADANI Parvin Agricultural Medical & Industrial Research School Physics Department Zanjan University

94mTc was produced via natMo(p, xn)94mTc reaction. Deposition of MoO3 on Cu substrate was carried out via two special sedimentation methods for the production of 94mTc. The 533 mg of MoO3, 600 μL of collodium (nitrocellulose) and 3 mL of acetone were used to prepare a MoO3 layer of 11.69 cm2 and 45.81 mg·cm-2. Also, a MoO3 layer was prepared by 533 mg of MoO3, 71.188 mg of methylcellulose and 4 mL of water. The targets were checked by SEM and thermal shock test.

关键词：放射性核同位素 ^94mTc 原子核

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Thermodynamic Analysis of Cosmological Black Hole

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Communications in Theoretical Physics 2017年第1期67卷 47-53页

作者： M.Akbar tayeb Brahimi S.M.Qaisar Effat University Electrical and Computer Engineering DepartmentP.O.Box 34689JeddahSaudi Arabia

The objective of this paper is to investigate the thermodynamic properties of Mc Vittie universe. It turns out that the Einstein field equations are obtained by using Clausius equation near apparent horizon of Mc Vittie *** the existence of horizons, different conditions in terms of Mc Vittie parameters are discussed. Diverse cases of surface gravity are studied and conditions in terms of parameters for which surface gravity is positive, zero and negative are obtained and analyzed. It is shown that the generalized second law(GSL) holds near the apparent horizon if˙RA > *** results show that the heat capacity, CP, of the universe is always negative for matter dominated phase having P = 0. On the other hand, when P > 0, the heat capacity CP > 0 provided RA >√2/√8πP- 3H2 and negative otherwise. Furthermore, when P > 0, the temperature of the universe is minimum at Rmin =√2/√8πP- 3H2 while its heat capacity diverges.

关键词： Mc Vittie universe Horizon thermodynamics unified first law heat capacity

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Exploitation of Fenton and Fenton-like reagents as alternative conditioners for alum sludge conditioning

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Journal of Environmental Sciences 2009年第1期21卷 101-105页

作者： Maha A. Tony Y. Q. Zhao Aghareed M. tayeb Centre for Water Resources Research School of Architecture Landscape and Civil Engineering University College Dublin Newstead Belfield Dublin 4 Ireland. Basic Science of Engineering Department Faculty of Engineering Minoufiya University Minoufiya 32511 Egypt Chemical Engineering Department Faculty of Engineering Minia University Minia 61111 Egypt

The use of Fenton＇s reagent （Fe^2＋/H2O2） and Fenton-like reagents containing transition metals of Cu（Ⅱ）, Zn（Ⅱ）, Co（Ⅱ）, and Mn（Ⅱ） for an alum sludge conditioning to improve its dewaterability was investigated. The results obtained were compared with those obtained from conditioning the same alum sludge using cationic and anionic polymers. Experimental results show that Fenton＇s reagent was the best among the Fenton and Fenton-like reagents for the alum sludge conditioning. A considerable effectiveness of capillary suction time （CST） reduction efficiency of 47% can be achieved under test conditions of Fe^2＋/H2O2 = 20/125 mg/g DS （dry solid） and pH 6.0. The observation of floc-like particles after Fenton＇s reagent conditioning of alum sludge suggested that the mechanism of Fenton＇s reagent conditioning was different from that of polymer conditioning. In spite of the lower efficiency in the CST reduction of Fenton＇s reagent in alum sludge conditioning compared to that of polymer conditioning, Fenton＇s reagent offers a more environmentally safe option. Tiffs study provided an example of proactive treatment engineering, which is aimed at seeking a safe alternative to the use of polymers in sludge conditioning towards achieving a more sustainable sludge management strategy.

关键词： alum sludge conditioning Fenton and Fenton-like reagents organic polymers cost estimate

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