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Optimal Portfolio Selection of Wind Power Plants Using a Stochastic Risk-Averse Optimization Model, Considering the Wind Complementarity of the Sites and a Budget Constraint
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作者 Luiz A. S. Camargo Laís D. Leonel +1 位作者 pedro S. rosa Dorel S. Ramos 《Energy and Power Engineering》 2020年第8期459-476,共18页
This work focuses on the best financial resources allocation to define a wind power plant portfolio, considering a set of feasible sites. To accomplish the problem formulation and solution, the first step was to estab... This work focuses on the best financial resources allocation to define a wind power plant portfolio, considering a set of feasible sites. To accomplish the problem formulation and solution, the first step was to establish a long-term wind series reconstruction methodology for generating scenarios of wind energy, applying it to study five different locations of the Brazilian territory. Secondly, a risk-averse stochastic optimization model was implemented and used to define the optimal wind power plant selection </span><span style="font-family:Verdana;">that</span><span style="font-family:Verdana;"> maximize</span><span style="font-family:Verdana;">s</span><span style="font-family:Verdana;"> the portfolio financial results, considering an investment budget constraint. In a sequence, a case study was developed to illustrate a practical situation of applying the methodology to the portfolio selection problem, considering five wind power plant</span><span style="font-family:Verdana;">s</span><span style="font-family:Verdana;"> options. </span><span style="font-family:Verdana;">The case</span><span style="font-family:Verdana;"> study was supported by the proposed optimization model, using the scenarios of generation created by the reconstruction methodology. The obtained results show the model performance in terms of defining the best financial resources allocation considering the effect of the complementarity between sites, making it feasible to select the optimal set of wind power plants, characterizing a wind plant optimal portfolio that takes into account the budget constraint. The adopted methodology makes it possible to realize that the diversification of the portfolio depends on the investor risk aversion. Although applied to the Brazilian case, this model can be customized to solve a similar problem worldwide. 展开更多
关键词 Wind Power Plant Portfolio Selection Risk Aversion Stochastic Optimiza-tion
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Clinical and Demographic Profile of Women with Uterine Fibroids Living in Puerto Rico
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作者 Edwin Y. Soto-Velázquez Alexander J. Jaramillo-Cañas +7 位作者 Shania N. Aponte-Paris Gabriela V. Martínez-Marrero Irazu S. Guinan Gabrielle A. Rivera-Maldonado Alexandra Novas pedro L. Cruz-rosa Idhaliz Flores-Caldera Maricarmen Colón-Diaz 《Open Journal of Obstetrics and Gynecology》 2024年第9期1347-1362,共16页
Introduction: Uterine leiomyomas, or fibroids, are prevalent benign tumors affecting up to 70% of reproductive-age women in the United States, significantly impacting productivity and quality of life. Despite their co... Introduction: Uterine leiomyomas, or fibroids, are prevalent benign tumors affecting up to 70% of reproductive-age women in the United States, significantly impacting productivity and quality of life. Despite their commonality, the epidemiology and clinical patterns of leiomyomas in Puerto Rico remain inadequately researched. Methods: This study conducted a secondary data analysis using clinical, menstrual cycle characteristics, and demographic data from self-administered questionnaires of women undergoing diagnostic laparoscopy for endometriosis in Puerto Rico. Chi-square tests and t-tests analyzed categorical and continuous variables, respectively (p Results: Among 1,610 endometriosis cases, 312 included uterine fibroids. Prevalence estimates were 10.3% (40 years). Primiparous women averaged 22.14 years, with 40.71% having 2 - 3 pregnancies and 26.28% experiencing miscarriages. Symptoms included infertility (29.5%), dyspareunia (40.7%), severe pain (50%), and dysmenorrhea (75.6%). Comorbidities included ovarian cysts (52.2%) and abnormal uterine bleeding (37.8%). Conclusions: Advanced age, parity, and comorbidities like diabetes and hypertension were prevalent in our cohort. Understanding the epidemiological profile of women living in Puerto Rico with uterine fibroids is crucial for improving diagnostic awareness and enhancing patient care. 展开更多
关键词 Uterine Fibroids Puerto Rico EPIDEMIOLOGY DYSMENORRHEA Abnormal Uterine Bleeding
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Regulation of Pollen Foraging Activity in Apis mellifera Africanized Honeybees Colonies
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作者 Erica Gomes de Lima Simone Cristina Camargo +2 位作者 pedro da rosa Santos Jose Washington Santos Oliveira Vagner de Alencar Arnaut de Toledo 《Agricultural Sciences》 2016年第6期335-340,共6页
Efficient honey production requires knowledge about the behavior of the workers and the parameters that influence the strength of the colony. In this study, the objective was to analyze the interaction between the for... Efficient honey production requires knowledge about the behavior of the workers and the parameters that influence the strength of the colony. In this study, the objective was to analyze the interaction between the foraging behavior of worker honeybees and pollen storage levels in Africanized honeybees colonies. Colonies with low pollen storage increased pollen intake rates, but this value was 15% lower than colonies with high pollen storage, demonstrating a direct relationship between the pollen storage levels and foraging activity. The difference in pollen intake rates varied according to the number of foraging honeybees and pollen load collected by each individual. Under both high and low pollen storage, colonies returned pollen storage to initial level within 16 days, suggesting that honeybees regulate pollen storage levels around a homeostatic set point. Relationship between pollen storage levels and colony brood production was also found, indicating how alterations in the behavior of each individual can affect the strength of the colony. 展开更多
关键词 Comb Mapping Honeybee Nutrition Management in Beekeeping Behavior
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核医学中的机器学习:第一部分——引言
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作者 陈文坤(译) 李雪娜 李亚明(审校) 《中华核医学与分子影像杂志》 CAS CSCD 北大核心 2021年第8期501-506,共6页
该系列文章介绍了核医学背景下的机器学习(ML)。第一部分讨论了ML的历史,描述了常见的算法并举例说明ML何时可用于核医学。第二部分聚焦于ML在当下对核医学领域的贡献,讨论了未来对ML的预期和局限性,并对ML能做什么和不能做什么进行非... 该系列文章介绍了核医学背景下的机器学习(ML)。第一部分讨论了ML的历史,描述了常见的算法并举例说明ML何时可用于核医学。第二部分聚焦于ML在当下对核医学领域的贡献,讨论了未来对ML的预期和局限性,并对ML能做什么和不能做什么进行非常严谨的评估。 展开更多
关键词 机器学习 人工智能 核医学 算法
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核医学中的机器学习:第二部分——神经网络与临床
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作者 谢宗能(译) 颜建华(审校) 《中华核医学与分子影像杂志》 CAS CSCD 北大核心 2021年第8期507-512,共6页
第一部分概述了机器学习(ML)在核医学中的应用,第二部分重点介绍神经网络。该文先用一个例子说明神经网络是如何工作的,并讨论其潜在的应用。重点关注ML在图像重建、低剂量PET、疾病检测以及诊断和预后预测的最新进展。目前在核医学中... 第一部分概述了机器学习(ML)在核医学中的应用,第二部分重点介绍神经网络。该文先用一个例子说明神经网络是如何工作的,并讨论其潜在的应用。重点关注ML在图像重建、低剂量PET、疾病检测以及诊断和预后预测的最新进展。目前在核医学中应用的ML算法呈现多样化,迫切需要对算法设计和结果指标解读进行规范,该文给出了一个规范清单以供业界参考和遵循。 展开更多
关键词 机器学习 核医学 神经网络
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