Estimating prediction intervals (PIs) is an efficient and reliable way of capturing the uncertainties associated with wind power forecasting. In this study, a state art recurrent neural network (RNN) known as long short‐term memory (LSTM) used to produce PIs for one‐hour ahead uncertainty forecast using non‐parametric lower upper bound estimation framework. Two realistic hourly stamped data sets are obtained by mutual information false nearest neighbours techniques, made suitable model...

Vitamin D is an important modulator of host immune response during immunity development in context to several diseases children. This study included 280 pediatric dengue cases, which were further stratified as fever (DF), with warning signs (DWS), and severe (SD), wherein naturally circulating vitamin metabolite, 25(OH)D was assessed, followed by statistical analysis for elucidating the role serum severity. qRT-PCR based serotyping showed that virus (DENV)-2 major DENV serotype patients....

Abstract Melioidosis, caused by Burkholderia pseudomallei , presents with a wide range of clinical manifestations. We report the case an 8-year-old boy nephrotic syndrome in remission, presenting high-grade fever and painful limb swellings. Initial investigations revealed mild leukocytosis, thrombocytosis, Pseudomonas aeruginosa urine culture. Despite treatment, persisted until blood cultures identified B . Antibiotics were upgraded to meropenem doxycycline. Following abscess drainage...

Assessment of equipment trip is needed for proper estimation interruption/disruption cost and voltage sag mitigation. The depends on the severity tolerance toward sag. However, occurrence an in between two known bound levels uncertain nature. existing evaluation methods analysis fail to properly assess this property curves. This paper presents a novel approach by handling uncertainties using fuzzy probability possibility distribution. A new method proposed transform rigorously performed...

India has completed the second round of Global Adult Tobacco Survey (GATS) to monitor adult tobacco use and progress in control efforts. This study assesses gendered pattern its predictors rounds GATS.Publicly available GATS-2 (2016-2017) data was analyzed which contains self-reported information ≥15 years Indians (n = 74,037). The independent "smoking only," "smokeless "dual use" among current male female users were assessed using multinomial regression model.The burden "dual-use" 8.9%...

To ensure system security and flexibility, storing excess renewable energy as hydrogen is considered an integral component of future systems. Cyclic underground storage (UHS) with injection production cycles planned to meet demand until new subsurface sites are prepared for storage. avoid geomechanical risks caused by dynamic pressure fluctuations during cyclic storage, cushion gas stored in such reservoirs. Cushion requirements still unknown. Therefore, this study, we calculate the...

This paper evaluates the cost associated with poor power quality issues (i.e. voltage sag). Voltage sag is purely unpredictable in nature due to random occurrence of faults. If a last for only few cycles 50 ms) can show same effect as outage which sustain several minutes. Equipment operating an industry are sensitive use electronics device. These devices trip even if small dip profile. In industry, all equipment interlinked each other form process. Continuous operation this process foremost...

Nowadays a very handful of options are available as far using renewable energy resources in day to life is concerned. The application these distributed generations (DGs) many sectors (i.e. industrial, commercial, agricultural etc.) still matter concern due various planning related issues like optimal placement, sizing and improper selection technology. In an industrial sector combination conventional power along with can compensate the production losses quality (mainly voltage swell, sag,...

Abstract Voltage sag is a major Power Quality issue which may occur at every possible load point. In the industrial sector, its impact particularly prominent it directly related to financial losses. To eliminate or, least, mitigate voltage sag, first, and most crucial, step identify portions of network are vulnerable sag. Therefore, novel approach presented in this article areas within network, more prone An impedance matrix‐based model followed by Monte Carlo Simulation (MCS) technique used...

Background: Nosocomial infection, due to Candida, contracted in the pediatric intensive care unit (PICU), is emerging as a significant healthcare challenge. The incidence of non-albicans Candida cause candidemia on rise, unlike previous decades. Materials and Methods: All cases confirmed by culture, admitted PICU during study period January 2017 December 2019, were retrospectively studied. prevalence, speciation, sensitivity pattern risk factors mortality recorded analyzed. Results: There...

The penetration of wind power in electrical systems has been increasing at an unprecedented rate. Hence, the generators can be expected to behave more like conventional generators. A doubly fed induction generator (DFIG) two converters connected rotor winding which useful supplying additional active and reactive system during frequency voltage sag respectively. This paper proposes use separate current control loops on Machine Side Converter supply distortions reduce transients stator after...

In this paper, four different types of power system faults are simulated for the assessment voltage sag three networks (i.e., Transmission, Distribution, and Underground systems). A comparative analysis is carried out an industrial network based on indices. Monte Carlo Simulation (MCS) method adopted simulation its location because random in nature. Real-time historical data analyzed evaluation Fault Rate (FR). Scatter plot, Area Vulnerability (AOV), table discussed to identify affected area...

Background: Pain is one of the most misunderstood, under diagnosed and treated medical problems, particularly in children. If left unaddressed, pain can affect children ways that will follow them throughout their lives. Nurses play an important role assessing managing among during hospitalization. Objective: To evaluate knowledge, attitude, practices pediatric management nursing personnel working tertiary care hospital. Materials Methods: A cross-sectional, self-administered...

Distribution systems are very vulnerable to natural disasters due the high exposure of weather on distribution system equipment. Natural cause multiple outages which can includes equipment and infrastructure damage. A damaged region consists damages with different severity levels. Therefore, restoration becomes a difficult task limitation resources repair crew abilities. Crew selection dispatch major problems during process. In this paper, novel method is developed evaluate abilities regions...

Chronic granulomatous disease (CGD) is a rare inborn error of immunity characterized by recurrent fungal and bacterial infections due to defective nicotinamide adenine dinucleotide phosphate (NADPH) oxidase activity. This case report describes an 11-month-old female who was initially diagnosed with tubercular lymphadenitis presented fever bilateral neck swelling. Despite receiving anti-tubercular treatment (ATT) intravenous antibiotics, the patient experienced abscesses, prompting further...