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One-Dimensionality, Reliability, Distribution, and Correlates of the Brief Interactive Optimism Scale among University Teachers
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作者 José Moral de la Rubia Adrián Valle de la O Jesús Alfonso Beltran-Sanchez 《Open Journal of Medical Psychology》 2025年第1期41-70,共30页
The Brief Interactive Optimism Scale (BIOS-G), recently published, was developed to measure optimism based on the interactive personality styles theory in the general population of Mexican adults. It has been validate... The Brief Interactive Optimism Scale (BIOS-G), recently published, was developed to measure optimism based on the interactive personality styles theory in the general population of Mexican adults. It has been validated in both the general population in Mexico and other Latin American countries. This study aims to further consolidate the validity of the BIOS-G in a specific population. The objectives are to assess the psychometric properties of its items, validate its unidimensional structure, describe its distribution, verify its internal consistency, and examine its direct relationship with affective balance and positive affect, as well as its inverse relationship with emotional exhaustion and negative affect among Mexican university teachers. The BIOS-G, the CESQT emotional exhaustion subscale, and Scale of Positive and Negative Experience (SPANE) were administered to a non-probability sample of 213 Mexican university teachers. All items demonstrated discriminative power and internal consistency. The scale showed internal consistency (Green-Yang ordinal ω = 0.74 and McDonald ordinal ω = 0.88). The one-factor model presented good to acceptable fit to the data, with an average variance extracted of 0.65. Its distribution was negatively skewed and mesokurtic. The BIOS-G correlated directly with SPANE’s affective balance and positive emotional experiences and inversely with negative emotional experiences and emotional exhaustion, with moderate strengths of association. Its mean score was higher in men than in women and correlated positively with age. It is concluded that the BIOS-G demonstrates internal consistency and validity evidence among Mexican university teachers, and its use in this specific population is recommended. 展开更多
关键词 optimism Psychometric Properties Affective Balance Emotional Exhaustion University Teachers
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ITMF Survey:Global textile industry struggled but kept resilient optimism
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《China Textile》 2025年第2期10-10,共1页
The International Textile Manufac-turers Federation(ITMF),has releasedthe results of its Global Textile IndustrySurvey(GTIS)for March 2025.Thissurvey,conducted regularly across allkey regions and segments of the texti... The International Textile Manufac-turers Federation(ITMF),has releasedthe results of its Global Textile IndustrySurvey(GTIS)for March 2025.Thissurvey,conducted regularly across allkey regions and segments of the textilevalue chain,revealed a complex pictureof a deteriorated business situation,cau-tious op timism,regional divergence,andongoing structural challenges. 展开更多
关键词 international textile manufacturers federation gtis business situation global textile industry regional divergence MARCH structural challenges resilient optimism
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Optimism,Social Support,and Caregiving Burden among the Long-Term Caregivers:The Mediating Effect of Psychological Resilience
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作者 Chia-Hui Hou Po-Lin Chen 《International Journal of Mental Health Promotion》 2024年第9期697-708,共12页
Background:As the elderly population grows,the demand for long-term care services is increasing.Despite significant investments in care quality and workforce training,long-term care workers often face challenges such ... Background:As the elderly population grows,the demand for long-term care services is increasing.Despite significant investments in care quality and workforce training,long-term care workers often face challenges such as work fatigue,heavy workloads,and inadequate support.These issues can impact job satisfaction,mental health,and care quality,leading to staff turnover.This study examines how optimism,social support,and psychological resilience relate to caregiving burden,aiming to understand their effects on caregivers’well-being and performance to enhance the quality of long-term care services.Methods:The participants were 542 long-term care workers.Descriptive statistics,t-tests,one-way ANOVA,and hierarchical regression were used for data analysis.Results:(1)Optimism and social support were significantly and positively correlated with psychological resilience and significantly and negatively associated with caregiving burden.(2)Regarding differences in optimism,social support,psychological resilience,and caregiving burden among long-term care workers,females scored significantly higher than males in“social support;”married workers scored significantly higher than unmarried workers in“optimism,”“social support,”and“psychological resilience”;workers aged 45–65 scored significantly higher than those aged 25–45 in“optimism”;workers aged 25–45 scored significantly higher than those aged 45–65 in“caregiving burden”;social workers scored significantly higher than nursing staff in“optimism.”(3)Psychological resilience partially mediated the relationship between social support and caregiving burden concerning explanatory and predictive power.Conclusions:These findings suggest that optimism,social support,and psychological resilience are essential factors in reducing the caregiving burden among long-term care workers.The study highlights the importance of promoting psychological resilience and providing social support to alleviate the burden of caregiving. 展开更多
关键词 Long-term care optimism social support psychological resilience caregiving burden
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Optimism in Crossing Brookly Ferry
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作者 安莉 《陕西师范大学学报(哲学社会科学版)》 CSSCI 北大核心 2004年第S2期438-440,共3页
Crossing Brookly Ferry is one of the most representative masterpieces composed by Walt Wiltman. In this pieces of writing, ones of the characteristics in this poem: optimism and unconventionality in its form are expre... Crossing Brookly Ferry is one of the most representative masterpieces composed by Walt Wiltman. In this pieces of writing, ones of the characteristics in this poem: optimism and unconventionality in its form are expressed in details. 展开更多
关键词 CROSSING Brookly FERRY AMERICAN LITERATURE optimism
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Examining the Relationship of Optimism and Emotion Regulation Strategies with General Health among Students of University of Sistan and Baluchestan 被引量:1
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作者 Hossein Jenaabadi Mohamad Ali Ahani Faramarz Sabaghi 《Health》 2015年第7期865-872,共8页
Background and Objective: Individuals apply various emotion regulation strategies, some of which are adaptive and others are maladaptive affecting people’s general health. Moreover, individual life-orientation includ... Background and Objective: Individuals apply various emotion regulation strategies, some of which are adaptive and others are maladaptive affecting people’s general health. Moreover, individual life-orientation including favorable expectancies about future (optimism) is associated with health-related behaviors. The purpose of the present study was to investigate the relationship of optimism and emotion regulation strategies with general health of university students. Materials and Methods: This was a correlational study. In this regard, 182 students of University of Sistan and Baluchestan (70 males and 112 females) were chosen. The statistical population of the present study consisted of all undergraduate students of the university of Sistan and Baluchestan in the second semester of the 2009-2010 academic year. Considering the nature of the current study, the correlational method was applied. Based on Krejcie and Morgan’s table, a sample of 200 subjects was selected from students majored at different fields including human sciences, basic sciences and technical-engineering through applying multi-stage random sampling method. Eighteen incomplete questionnaire forms were excluded. Finally, data obtained from 182 subjects (112 females, 70 males) were analyzed. The mean age was 21.1 year-old and standard deviation of the sample was 2.06. Samplings were assessed using the Revised Life-Orientation Test (LOT-R), Emotion Regulation Questionnaire (ERQ) and General Health-28 Questionnaire (GHQ-28). Data were analyzed using the Pearson correlation coefficient and regression analysis. Results: Findings showed that there was a significant positive relationship between optimism and general health (r = 0.22, p < 0.01). Among all research variables, i.e. optimism and emotion regulation strategies (cognitive reappraisal and expressive suppression), only optimism was able to predict 0.06 percent of variance of general health (p < 0.001). Conclusion: Optimists have higher general health and consistent with other findings, optimism is associated with higher levels of applying coping strategies and lower levels of avoidance. 展开更多
关键词 optimism EMOTION Regulation Strategies General HEALTH
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A NEW TECHNIQUE FOR COMPAIRING FUZZY NUMBERS USING AN INDEX OF OPTIMISM
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作者 ARSHAD MAHMOOD(阿谢德) +3 位作者 SHI Xi-zhi(史习智) XU Ji-jun(徐济鋆) 《Journal of Shanghai Jiaotong university(Science)》 EI 2002年第2期147-151,共5页
Fuzzy numbers are convenient for representing imprecise numerical quantities in a vague environment, and their comparison or ranking is very important for application purposes. Despite many methods suggested in the li... Fuzzy numbers are convenient for representing imprecise numerical quantities in a vague environment, and their comparison or ranking is very important for application purposes. Despite many methods suggested in the literature, there is no single measure that is universally applicable to a wide variety of situations. This paper suggested a new method for comparing fuzzy numbers based on the combination of maximizing possibility and minimizing possibility using an index of optimism in [0,1] reflecting the decision makers’ risk taking attitude. The method is simple, but has many comparative advantages. 展开更多
关键词 RANKING FUZZY NUMBERS INDEX of optimism
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Investor Attention,Analyst Optimism,and Stock Price Crash Risk 被引量:1
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作者 Shuke Shi 《Proceedings of Business and Economic Studies》 2021年第3期63-72,共10页
This paper used the A-shares listed companies in China as samples,constructed a comprehensive indicator of investor attention,and conducted an empirical analysis on the correlations among investor attention,analyst op... This paper used the A-shares listed companies in China as samples,constructed a comprehensive indicator of investor attention,and conducted an empirical analysis on the correlations among investor attention,analyst optimism,and stock price crash risk.The results indicated that investor attention aggravates the stock price crash risk and has a positive effect on analyst optimism.Meanwhile,the analyst optimism plays a mediating role in the positive correlation between investor attention and stock price crash risk.In addition to that,institutional investor attention also has direct and indirect effects on the crash risk. 展开更多
关键词 Stock price crash risk Analyst optimism Investor attention
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An Empirical Test of Optimism Bias in Capital Budgeting Decisions
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作者 Jale Sozer Oran Seda Gurol Perek 《Journal of Modern Accounting and Auditing》 2013年第2期287-296,共10页
Behavioral finance is a field that is scrutinizing the adequacy of traditional financial theories using insights from the disciplines of psychology and sociology. Many studies within its realm test the stock market be... Behavioral finance is a field that is scrutinizing the adequacy of traditional financial theories using insights from the disciplines of psychology and sociology. Many studies within its realm test the stock market behaviors, and behavioral phenomena are still to be tested in the area of corporate finance. This study aims to contribute to the behavioral corporate finance literature by a research in one of the psychological phenomena affecting the decision makers' abilities to reach conclusions rationally. In this study, it is aimed to investigate one of the biases, namely, the optimism bias in corporate capital budgeting decisions. Optimism in decision making can be associated with estimating lower costs and higher revenues. Thus, by assessing the forecasts of decision makers, the existence of optimism in their decisions is tried to be seen. This study aims at contributing to the literature in that it is conducted in an emerging country like Turkey. 展开更多
关键词 behavioral corporate finance optimism bias capital budgeting decisions TURKEY
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Appraising the Manifestation of Optimism Bias and Its Impact on Human Perception of Cyber Security: A Meta Analysis
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作者 Khaled M. Alnifie Charles Kim 《Journal of Information Security》 2023年第2期93-110,共18页
Cyber threats and risks are increasing exponentially with time. For preventing and defense against these threats and risks, precise risk perception for effective mitigation is the first step. Risk perception is necess... Cyber threats and risks are increasing exponentially with time. For preventing and defense against these threats and risks, precise risk perception for effective mitigation is the first step. Risk perception is necessary requirement to mitigate risk as it drives the security strategy at the organizational level and human attitude at individual level. Sometime, individuals understand there is a risk that a negative event or incident can occur, but they do not believe there will be a personal impact if the risk comes to realization but instead, they believe that the negative event will impact others. This belief supports the common belief that individuals tend to think of themselves as invulnerable, i.e., optimistically bias about the situation, thus affecting their attitude for taking preventive measures due to inappropriate risk perception or overconfidence. The main motivation of this meta-analysis is to assess that how the cyber optimistic bias or cyber optimism bias affects individual’s cyber security risk perception and how it changes their decisions. Applying a meta-analysis, this study found that optimistic bias has an overall negative impact on the cyber security due to the inappropriate risk perception and considering themselves invulnerable by biasing that the threat will not occur to them. Due to the cyber optimism bias, the individual will sometimes share passwords by considering it will not be maliciously used, lack in adopting of preventive measures, ignore security incidents, wrong perception of cyber threats and overconfidence on themselves in the context of cyber security. 展开更多
关键词 Cyber Security META-ANALYSIS Optimistic Bias optimism Bias Risk Perception Cognitive Bias
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Research progress on subjective well-being and dispositional optimism of the elderly
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作者 Li Zhu Xiang-Shu Cui 《Psychosomatic Medicine Research》 2022年第3期24-29,共6页
The subjective well-being of the elderly is an integral part of healthy aging.This review introduces the concept of subjective well-being of the elderly and the evaluation tools used,reviews the influencing factors of... The subjective well-being of the elderly is an integral part of healthy aging.This review introduces the concept of subjective well-being of the elderly and the evaluation tools used,reviews the influencing factors of subjective well-being of the elderly,and summarizes the intervention measures of subjective well-being of the elderly.From the perspective of positive psychology,based on the introduction of the concept and evaluation tools of temperament optimism,this paper reviews the research status of temperament optimism and subjective well-being and the research progress of their correlation,so as to provide a theoretical basis for the intervention to improve the subjective well-being of the elderly. 展开更多
关键词 The elderly Subjective well-being Dispositional optimism OVERVIEW
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Economic Optimism
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《ChinAfrica》 2016年第9期40-41,共2页
Though facing challenges, the Chinese Government has kept a steady hand on the tiller and managed to sail the economy through the first half of 2016 relatively unscathed, sustaining steady economic growth and accelera... Though facing challenges, the Chinese Government has kept a steady hand on the tiller and managed to sail the economy through the first half of 2016 relatively unscathed, sustaining steady economic growth and accelerating economic transformation. According to a report recently released by the National Bureau of Statistics, China's GDP growth in the first half of 2016 was 6.7 percent year on year. A slowing growth rate, in relation to past stellar economic performance of around double-digit growth, has, however, given rise to ques- tions about the development trend of the world's second largest economy, What will be the highlights of the second half of the year? What will be the impact of China's economic growth on the global economy going forward? Renowned experts in this field believe there is much resilience and potential for China's economy to maintain a stable and healthy growth, Some of their views follow: 展开更多
关键词 Economic optimism
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Potential for Optimism
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作者 Bob Wekesa 《ChinAfrica》 2016年第4期40-40,共1页
THE annual sessions of China’s National People’s Congress,the top legislature,and the National Committee of the Chinese People’s Political Consultative Conference,the top political advisory body,held in Beijing in ... THE annual sessions of China’s National People’s Congress,the top legislature,and the National Committee of the Chinese People’s Political Consultative Conference,the top political advisory body,held in Beijing in March left little doubt that their deliberations and resolutions will have global ramifications. 展开更多
关键词 Potential for optimism
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Work-family Conflict,Optimism,and Job Satisfaction among Teachers in Chinese Private Middle Schools
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作者 Juan Li 《Advances in Social Behavior Research》 2024年第6期49-53,共5页
Work satisfaction is the emotional orientation that an employee holds toward their work.Prior researchers found that teachers in Chinese schools tend to have low job satisfaction and high turnover intention.However,th... Work satisfaction is the emotional orientation that an employee holds toward their work.Prior researchers found that teachers in Chinese schools tend to have low job satisfaction and high turnover intention.However,the factors influencing job satisfaction among teachers in China is not well examined.There is a lack of attention to teachers in private schools in China.The importance of work-family conflict and optimism among employees were emphasized in prior studies,but few studies were conducted among Chinese middle school teachers.It is unclear how work-family conflict influence teachers’wellbeing and performance.This study investigates the relationship between optimism,work-family conflict,and job satisfaction among middle school teachers in private schools in China.Utilizing a quantitative research design,the study surveyed 380 private middle school teachers in Changsha,China.Data analysis reveals that higher levels of optimism are associated with lower levels of work-family conflict and higher job satisfaction.Optimism was found to negatively impact job satisfaction,and mediates the relationship of work-family conflict and job satisfaction.These findings suggest that fostering optimism among teachers may mitigate the adverse effects of work-family conflict,thereby enhancing their job satisfaction.The study provides implications for school administrators and policymakers aiming to improve teacher well-being and effectiveness by addressing work-family balance and promoting a positive outlook. 展开更多
关键词 work-family conflict optimism job satisfaction private schools
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Long Island's rainbow campaign
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作者 严丽华 《疯狂英语(新悦读)》 2025年第7期51-52,78,79,共4页
Rainbows-symbolizing peace,hope,promise and endurance(忍耐力)in hard times-are springing up in neighborhoods throughout Long Island in an effort to color the future road with optimism.The campaign,Rainbows over Nassau... Rainbows-symbolizing peace,hope,promise and endurance(忍耐力)in hard times-are springing up in neighborhoods throughout Long Island in an effort to color the future road with optimism.The campaign,Rainbows over Nassau and Suffolk Counties and Beyond,started on March 21 and spread through a group.It's a campaign that encourages participants to make rainbows to display outside their homes,anywhere from their front windows and doors to lawns and sidewalks.It follows another similar project,Chalk Your Walk,which promotes writing hopeful messages in chalk on driveways and sidewalks. 展开更多
关键词 your walkwhich Chalk Your Walk peace rainbow campaign Long Island optimism PROMISE endurance
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Factors related to adversity quotient in junior high school students
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作者 Wanita Kwansumran Jinjutha Chaisena Dallas +1 位作者 Sawitree Wonginjun Nattaya Sangsai 《Frontiers of Nursing》 2025年第1期19-26,共8页
Objectives: To determine the level of adversity quotient and its associations with rumination, optimism, and authoritative parenting style in junior high school students. Adversity quotient is the adaptation ability t... Objectives: To determine the level of adversity quotient and its associations with rumination, optimism, and authoritative parenting style in junior high school students. Adversity quotient is the adaptation ability to overcome problems and obstacles with a positive attitude. Early adolescence, as a critical stage of life, needs to cultivate adversity quotient. However, adversity quotient and its influencing factors in adolescents have not been fully understood. Methods: A total of 129 students from 3 junior high schools (grade 7-9) in Chon Buri province, Thailand, were randomly recruited to participate in this correlational research study. They completed 5 questionnaires including the demographic form, adversity quotient assessment, authoritative parenting style, optimism, and rumination. Descriptive statistics and Pearson’s correlation coefficient were used for data analysis. Results: Adversity quotient was at a moderate level with a mean of 138.78 (standard deviation [SD] = 21.25). Adversity quotient was significantly, positively correlated with authoritative parenting at the highest level (r = 0.60), followed by optimism at a moderate level (r = 0.38), and rumination at a low level (r = 0.25, P < 0.01). Conclusions: All parties responsible for early adolescents’ development should enhance the adversity quotient to a higher level through campaigns promoting authoritative parenting and optimism. An unexpected positive correlation between adversity quotient and rumination warrants cautious interpretation and more studies. 展开更多
关键词 adversity quotient authoritative parenting early adolescence optimism RUMINATION
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Prediction and optimization of flue pressure in sintering process based on SHAP 被引量:1
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作者 Mingyu Wang Jue Tang +2 位作者 Mansheng Chu Quan Shi Zhen Zhang 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS 2025年第2期346-359,共14页
Sinter is the core raw material for blast furnaces.Flue pressure,which is an important state parameter,affects sinter quality.In this paper,flue pressure prediction and optimization were studied based on the shapley a... Sinter is the core raw material for blast furnaces.Flue pressure,which is an important state parameter,affects sinter quality.In this paper,flue pressure prediction and optimization were studied based on the shapley additive explanation(SHAP)to predict the flue pressure and take targeted adjustment measures.First,the sintering process data were collected and processed.A flue pressure prediction model was then constructed after comparing different feature selection methods and model algorithms using SHAP+extremely random-ized trees(ET).The prediction accuracy of the model within the error range of±0.25 kPa was 92.63%.SHAP analysis was employed to improve the interpretability of the prediction model.The effects of various sintering operation parameters on flue pressure,the relation-ship between the numerical range of key operation parameters and flue pressure,the effect of operation parameter combinations on flue pressure,and the prediction process of the flue pressure prediction model on a single sample were analyzed.A flue pressure optimization module was also constructed and analyzed when the prediction satisfied the judgment conditions.The operating parameter combination was then pushed.The flue pressure was increased by 5.87%during the verification process,achieving a good optimization effect. 展开更多
关键词 sintering process flue pressure shapley additive explanation PREDICTION OPTIMIZATION
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Application of the improved dung beetle optimizer,muti-head attention and hybrid deep learning algorithms to groundwater depth prediction in the Ningxia area,China 被引量:1
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作者 Jiarui Cai Bo Sun +5 位作者 Huijun Wang Yi Zheng Siyu Zhou Huixin Li Yanyan Huang Peishu Zong 《Atmospheric and Oceanic Science Letters》 2025年第1期18-23,共6页
Due to the lack of accurate data and complex parameterization,the prediction of groundwater depth is a chal-lenge for numerical models.Machine learning can effectively solve this issue and has been proven useful in th... Due to the lack of accurate data and complex parameterization,the prediction of groundwater depth is a chal-lenge for numerical models.Machine learning can effectively solve this issue and has been proven useful in the prediction of groundwater depth in many areas.In this study,two new models are applied to the prediction of groundwater depth in the Ningxia area,China.The two models combine the improved dung beetle optimizer(DBO)algorithm with two deep learning models:The Multi-head Attention-Convolution Neural Network-Long Short Term Memory networks(MH-CNN-LSTM)and the Multi-head Attention-Convolution Neural Network-Gated Recurrent Unit(MH-CNN-GRU).The models with DBO show better prediction performance,with larger R(correlation coefficient),RPD(residual prediction deviation),and lower RMSE(root-mean-square error).Com-pared with the models with the original DBO,the R and RPD of models with the improved DBO increase by over 1.5%,and the RMSE decreases by over 1.8%,indicating better prediction results.In addition,compared with the multiple linear regression model,a traditional statistical model,deep learning models have better prediction performance. 展开更多
关键词 Groundwater depth Multi-head attention Improved dung beetle optimizer CNN-LSTM CNN-GRU Ningxia
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Recent Advancements in the Optimization Capacity Configuration and Coordination Operation Strategy of Wind-Solar Hybrid Storage System 被引量:1
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作者 Hongliang Hao Caifeng Wen +5 位作者 Feifei Xue Hao Qiu Ning Yang Yuwen Zhang Chaoyu Wang Edwin E.Nyakilla 《Energy Engineering》 EI 2025年第1期285-306,共22页
Present of wind power is sporadically and cannot be utilized as the only fundamental load of energy sources.This paper proposes a wind-solar hybrid energy storage system(HESS)to ensure a stable supply grid for a longe... Present of wind power is sporadically and cannot be utilized as the only fundamental load of energy sources.This paper proposes a wind-solar hybrid energy storage system(HESS)to ensure a stable supply grid for a longer period.A multi-objective genetic algorithm(MOGA)and state of charge(SOC)region division for the batteries are introduced to solve the objective function and configuration of the system capacity,respectively.MATLAB/Simulink was used for simulation test.The optimization results show that for a 0.5 MW wind power and 0.5 MW photovoltaic system,with a combination of a 300 Ah lithium battery,a 200 Ah lead-acid battery,and a water storage tank,the proposed strategy reduces the system construction cost by approximately 18,000 yuan.Additionally,the cycle count of the electrochemical energy storage systemincreases from4515 to 4660,while the depth of discharge decreases from 55.37%to 53.65%,achieving shallow charging and discharging,thereby extending battery life and reducing grid voltage fluctuations significantly.The proposed strategy is a guide for stabilizing the grid connection of wind and solar power generation,capability allocation,and energy management of energy conservation systems. 展开更多
关键词 Electric-thermal hybrid storage modal decomposition multi-objective genetic algorithm capacity optimization allocation operation strategy
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Joint Estimation of SOH and RUL for Lithium-Ion Batteries Based on Improved Twin Support Vector Machineh 被引量:1
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作者 Liyao Yang Hongyan Ma +1 位作者 Yingda Zhang Wei He 《Energy Engineering》 EI 2025年第1期243-264,共22页
Accurately estimating the State of Health(SOH)and Remaining Useful Life(RUL)of lithium-ion batteries(LIBs)is crucial for the continuous and stable operation of battery management systems.However,due to the complex int... Accurately estimating the State of Health(SOH)and Remaining Useful Life(RUL)of lithium-ion batteries(LIBs)is crucial for the continuous and stable operation of battery management systems.However,due to the complex internal chemical systems of LIBs and the nonlinear degradation of their performance,direct measurement of SOH and RUL is challenging.To address these issues,the Twin Support Vector Machine(TWSVM)method is proposed to predict SOH and RUL.Initially,the constant current charging time of the lithium battery is extracted as a health indicator(HI),decomposed using Variational Modal Decomposition(VMD),and feature correlations are computed using Importance of Random Forest Features(RF)to maximize the extraction of critical factors influencing battery performance degradation.Furthermore,to enhance the global search capability of the Convolution Optimization Algorithm(COA),improvements are made using Good Point Set theory and the Differential Evolution method.The Improved Convolution Optimization Algorithm(ICOA)is employed to optimize TWSVM parameters for constructing SOH and RUL prediction models.Finally,the proposed models are validated using NASA and CALCE lithium-ion battery datasets.Experimental results demonstrate that the proposed models achieve an RMSE not exceeding 0.007 and an MAPE not exceeding 0.0082 for SOH and RUL prediction,with a relative error in RUL prediction within the range of[-1.8%,2%].Compared to other models,the proposed model not only exhibits superior fitting capability but also demonstrates robust performance. 展开更多
关键词 State of health remaining useful life variational modal decomposition random forest twin support vector machine convolutional optimization algorithm
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Research progress of structural regulation and composition optimization to strengthen absorbing mechanism in emerging composites for efficient electromagnetic protection 被引量:4
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作者 Pengfei Yin Di Lan +7 位作者 Changfang Lu Zirui Jia Ailing Feng Panbo Liu Xuetao Shi Hua Guo Guanglei Wu Jian Wang 《Journal of Materials Science & Technology》 2025年第1期204-223,共20页
With the increasing complexity of the current electromagnetic environment,excessive microwave radi-ation not only does harm to human health but also forms various electromagnetic interference to so-phisticated electro... With the increasing complexity of the current electromagnetic environment,excessive microwave radi-ation not only does harm to human health but also forms various electromagnetic interference to so-phisticated electronic instruments.Therefore,the design and preparation of electromagnetic absorbing composites represent an efficient approach to mitigate the current hazards of electromagnetic radiation.However,traditional electromagnetic absorbers are difficult to satisfy the demands of actual utilization in the face of new challenges,and emerging absorbents have garnered increasing attention due to their structure and performance-based advantages.In this review,several emerging composites of Mxene-based,biochar-based,chiral,and heat-resisting are discussed in detail,including their synthetic strategy,structural superiority and regulation method,and final optimization of electromagnetic absorption ca-pacity.These insights provide a comprehensive reference for the future development of new-generation electromagnetic-wave absorption composites.Moreover,the potential development directions of these emerging absorbers have been proposed as well. 展开更多
关键词 Microwave absorption Structural regulation Performance optimization Emerging composites Synthetic strategy
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