Miracle-dz/UniFAR-FTUs huggingface dataset:
Detailed modeling of two diode photovoltaic module using MATLAB simulik

This paper proposes an accurate model of Photovoltaic Module. The model is presented in details and simulated by Matlab Simulink. The PV module is presented as a two diode model with the series’ and parallels’ resistances. The method is used to obtain the parameters of the module by using data provided by the manufacturer. To verify the accuracy of the proposed model, a comparison is done between the present results and those in a previous paper in which the single diode detailed model was studied. The same type of modules (PWX 500) is used to compare and validate results. The weather data as illumination and temperature are taken as input variables when current and Power are output variables. For the validation of the proposed model, it is used to power a resistive load by using a boost converter controlled by à Maximum Power Point Tracking method. The proposed method is very detailed and can be useful for PV researchers for their works.
Novel Insights to Celiac Disease: A review article

Corresponding Author: Mohsen Naseri Genomic research center, Department of Molecular Medicine, Birjand University of Medical Sciences, Birjand, Iran. Phone: +98-9151611417 E-mail: naseri_m2003@yahoo.com Abstract Celiac disease is a chronic, systemic and autoimmune disorder of gastrointestinal track that involves approximately 1% of individuals of all ages throughout the world. The collaboration of environmental factor such as gluten proteins and genetic factors, notably HLA-DQ2 and/or HLA-DQ8 trigger the disease. Glutenfree diet is the simply and merely safe and proficient existing treatment. This article summarizes the latest trends in celiac disease.
INTEGRATED LOW LIGHT IMAGE ENHANCEMENT IN INTEGRATED LOW LIGHT IMAGE ENHANCEMENT IN TRANSPORTATION SYSTEM TRANSPORTATION SYSTEM

: Recent Intelligent Transportation System (ITS) focuses on both traffic management and Homeland Security. It involves advance detection systems of all kind but proper analysis of the image data is required for controlling and further processing. It becomes even more difficult when it comes to low light images due to limitation in the image sensor and heavy amount of noise. An ITS supports all levels like (Transport policy level, Traffic control tactical level, Traffic control measure level, Traffic control operation). For this it uses several split systems like Real time passenger information (RTPI), Automatic Number Plate Recognition (ANPR), Variable message signs (VMS), Vehicle to Infrastructure (V2I) and Vehicle to Vehicle (V2V) system. While analyzing critical scenarios, mostly for the development of the application for Vehicle to Infrastructure (V2I) System several cases are taken into consideration. From these cases some are very difficult to analyze due to the visibility of the background as the detail structure is taken into consideration. Here Direct processing of low light images or video frames like day images leads to loss of required data, so an efficient enhancement method is required which gives allowable result for further transformation and analysis with minimal processing. So an Adaptive Enhancement Method is presented here which applies different enhancement methods for day light and low light images separately. For this purpose a combination of image fusion, edge detection filtering and Contourlet transformation is used for low light images; tone level adjustment and low level feature extraction for enhancement of day light images.
Non-Dominated Sorting Moth Flame Optimizer: A Novel Multi-Objective Optimization Algorithm for Solving Engineering Design Problems

This novel article presents the multi-objective version of the recently proposed Moth-flame optimizer (MFO) known as Non-Dominated Sorting Moth Flame Optimizer (NSMFO). This proposed NSMFO algorithm works in such a manner that it first collects all non-dominated Pareto optimal solutions achieved till the evolution of last iteration limit. The best solutions are then chosen from the collection of all Pareto optimal solutions using a crowding distance mechanism based on the coverage of solutions as navigation strategy to guide moths towards the dominated regions of multi-objective search spaces. For validate the efficiency and effectiveness of proposed NSMFO algorithm is applied to a set of standard unconstrained, constrained and engineering design problems. The results are verified by comparing NSMFO against Multi objective Colliding Bodies Optimizer (MOCBO), Multi objective Particle Swarm Optimizer (MOPSO), non-dominated sorting genetic algorithm II (NSGA-II) and Multi objective Symbiotic Organism Search (MOSOS). The results of proposed NSMFO algorithm validates its efficiency in terms of Execution Time (ET) and effectiveness in terms of Generalized Distance (GD), Diversity Metric (DM) on standard unconstraint, constraint and engineering design problem in terms of high coverage and faster convergence.
PERFORMANCE OF SOLAR COOKER WITH TWO DIFFERENT POT MATERIALS

In this paper, a box type solar cooker is experimentally investigated for two different types of pot materials. Experiments were conducted on standard box type solar cooker using aluminium vessels and Steel vessels with or without load in Allahabad climate conditions. The figure of merits (F1 and F2) is calculated. The obtained values of F1 indicate that the cooker is of A grade with aluminium vessels and with Steel vessel. Performance is evaluated on the basis of energy and exergy analysis. The energy and exergy efficiency of solar cooker with aluminium vessels is higher than that of the solar cooker with steel vessels.
Histogram : An Approach towards image Retrieval

:- This paper describes the earlier work done by researchers on image retrieval using text and the driving force behind the content based image retrieval. The three most common features upon which images are compared in content based retrieval are color, shape, and texture. Color is the most extensively used visual content for image retrieval. Commonly used color descriptors are the color histogram, color coherence vector, color correlogram
Method Validation for Analysis of 24 Pesticides in Catla catla fish through Gas Chromatography Triple Quadrupole Mass Spectrometer (GC-MS/MS)

A multiresidue method was developed and validated for 24 pesticide (Organo chlorine, Organophophorus and Synthetic pyrethroids) residue in Catla fish sample using Gas Chromatography Triple Quadrupole Mass Spectrometer (GC-MS/MS). The method was based on QuEchERs method (quick, easy, cheap, efficient, rugged and safe) extraction with acetonitrile and dispersive solid phase extraction (d-SPE) cleanup with PSA and MgSO4. The recovery studies were conducted at three spiking levels i.e. 0.01, 0.05 and 0.1 μg mL-1 and percent recovery found to be within acceptable limit except synthetic pyrethrnoids at spiking level 0.01 μg mL-1. All RSD values were below 20%. The estimated LOD was in the range from 0.000-0.017 μg mL-1 and LOQ was in the range from 0.0010.057 μg mL-1 for all pesticides. The coefficient of determination (R2) for all pesticide ≥ 0.992. The devlop method was found to be fast, simple and reliable for analysis of pesticide residue in fish samples.
GAS CHROMATOGRAPHY- MASS SPECTROSCOPIC (GC-MS) ANALYSIS OF GANDHARVAHASTA-TAILA: A POPULAR COMPOUND FORMULATION OF AYURVEDA

The present study deals with the GC-MS analysis of one Ayurvedic formulation Gandharvahasta-Taila. This preparation is used to treat many neurological as well as inflammatory disorders in Ayurveda. The GC-MS analysis results indicated the presence of several biomolecules of which some of them like Eicosatrienoic acid, palmitic acid, ricinolic acid, stearidienoic acid, linolic acid and oleic acid were present in higher quantities. The study tries to correlate the medicinal activity of the medicine with the some important biomolecules known for their similar medicinal roles.
Antioxidant Activity of Leaf Extract of Calotropis Procera Tree in Alkufra City

Calotropis procera, Apocynaceae, belongs to the family Asdepiadaceae, It occurs in most parts of the tropical world, in dry sandy and alkaline soils, in waste land and grows abundantly as a weed [1], Calotropis gigantea is Worldwide known by various names such as swallowwort, dead-sea apple, sodom apple or milk weed. It has been widely used in the Sudanese, Unani, Arabic and Indian traditional medicinal system for the treatment of various diseases namely leprosy, ulcers, piles and diseases of the spleen, liver and abdomen [2]. Calotropis procera, a wild growing plant of family Asclepiadaceae, is well known for its medicinal properties. Different parts of this plant have been reported to exhibit anti-inflammatory, analgesic, and antioxidant properties. It is found in most parts of the world in dry, sandy and alkaline soils and warm climate and is more common in south western and central India and western Himalayas. It is found in waste lands and grows as a weed in agricultural lands. In ancient Ayurvedic medicines the plant Calotropis procera was known as “Rakta arka” [3]. Medicinally important parts of this plant are flower, terminal leaf pairs, root with root bark and latex. Out of that the most significant part which drew attention of researchers is latex because of its medicinal properties, economic use for cheese and rubber production. Latex contain majority of hydrocarbon contents have established this plant as a source of bio-energy. The plant also shows good antibacterial activity 3M, all parts of the plant exude white latex when cut or broken. The latex contains a range of toxic compounds. These toxins are believed to have a role in the plant’s defence against insects, mites and pathogens [4]. The latex has been reported to comprise chitinases, proteinases and anti-oxidative enzymes [5]. Calotropis species is used for the treatment of bronchitis, pain, asthma, leprosy, ulcers, piles, spleen, tumors, liver, abdomen and dyspepsia; it is also used frequently for cold, fever, diarrhea, rheumatism, indigestion, eczema and jaundice. Different parts of the plant were used for the treatment of several diseases such as stem for skin disease, intestinal worms, leprosy, leucoderma; the roots are used for the treatment of leprosy, asthma, cough, elephantiasis, rheumatism and diarrhea; latex and leaves are used for swelling and joint pain; oil massage can be used for paralyzed part; juice of Calotropis was used for purgation [6].
Low Power and Simple Implementation of Secure Hashing Algorithm (SHA-2) using VHDL Implemented on FPGA of SHA-224/256 Core

Cryptography plays an important role in the security of data. Even though the data is encrypted it can be altered while transmitting on the network so data should be verified using a digital signature. Hashing algorithms are used to create these digital signatures for verification of the data received. Hashing algorithm like Secure Hash Algorithm-2 (SHA-2(224/256)) is designed which has a fixed output length of 512-bits. Then to improve on power a low-power technique such as latch based clock gating technique is used. After applying these techniques all the designs are compared in terms of power, delay and frequency.
Beneficial Effects of Telomerase Activator (TA-65) Against Chronic Disease

The telomere activator-65 (TA-65), extracted from the Chinese herb Radis astragali, has been shown to have protective effects against a number of chronic conditions including insulin resistance, neural depression, cardiovascular disease and age-related macular degeneration among others. Telomeres are protective nucleotide repeats (TTAGGG) located at the end of chromosomes. These telomeres are shortened after cell division and trigger cell senescence and tissue degeneration. Once they become quite short the effects of TA-65 on chronic disease are related to its function of activating telomerase and leading to increases in telomere length. Telomere shortening is associated with aging and age-related diseases. Cell and animal studies have shown a protective effect against age-related macular degeneration, oxidative stress and cardio metabolic risk factors. In this review, some of the more important findings related to the action of TA-65 are highlighted. There is a need for more clinical trials to determine specific effects in populations at risk for chronic disease.
Transient Stability Enhancement and Fault Current Limitation in Power Systems Including Wind Farms Using ECS

In this paper the effect of presence of wind farms on relay coordination at fault condition and transient response at reclosing condition is studied. Wind farms as one of the important distribution generations (DGs) are so effective on overcurrent relay coordination in power systems. As well as Wind farms cause to severe oscillations on voltage, power and frequency in power system after reclosing. Energy Capacitor System (ECS) can reduce these adverse effects. In this paper fault current limitation and transient stability enhancement are done by selecting a suitable control strategy for ECS. Simulation results clearly show that the control strategy can enhance the relay coordination, transient stability of wind generators in power system as well as their low voltage ride through (LVRT) capability. Keywords; wind farm; Energy Capacitor System; transient stability enhancement; relay coordination
Optimization of Protoplast Isolation Protocols from Callus Culture of Anacardium occidentale L

Protoplast technology endeavors a unique single cell system that promotes several aspects of modern biotechnology. In the present study, an efficient protocol to isolate the protoplast from callus culture of a valuable plantation crop, Anacardium occidentale was developed. The phenolic compound released during digestion process caused protoplast injury resulted in low yielding. Further investigations revealed that pH 5.0 and osmotic concentration 0.5M mannitol were found suitable for maximum protoplasts yield. The results also indicated that the age of the callus tissues plays a key role in the yield of protoplasts in A.occidentale. During the study, youngcalli showed maximum protoplast yield when treated with cellulase (2.5 %), pectinase (2.5 %), hemicellulase (1.5%) and 20mM CaCl2 in 0.5M mannitol. Meanwhile, an incubationperiod of 4hours with enzyme solution resulted in the maximum yield of protoplasts (4.71 ± 0.15)×103 protoplasts/g FW. In short, the results generated in the study can be used as a platform to work out the protoplast technology in A.occidentale.
Influence of sibutramine on heart rate in obese patients: systematic review

Cardiovascular alterations are part of the obesity-related metabolic syndrome. The objective of this study was to verify the effect of sibutramine on obese patients heart rate. Systematic review of randomized clinical trials performed in the Brazilian Cochrane center, in obese patients, on use of sibutramine or placebo. Outcome: change in heart rate. Electronic database searched: Cochrane library, Medline, LILACS, Pubmed. There were no language, date, or other restrictions. Two reviewers made data collection and extraction, who independently obtained full articles of all eligible papers. Four studies provided dichotomous data for a meta-analysis, the outcome of which was favorable to placebo: relative risk (RR) 3.73, confidence interval (CI) 2.07 to 6.73, risk difference (RD) of 0.13, number needed to harm (NNH) of 7. Ten studies presented continuous data for a meta-analysis, the result of which was favorable to placebo: mean difference (MD) of 7.24, CI of 6.22-8.26. The use of sibutramine in obese patients significantly affects the heart rate. (AU) Alteracoes cardiovasculares sao parte da sindrome metabolica relacionada a obesidade. O objetivo deste estudo foi verificar a influencia da sibutramina sobre a frequencia cardiaca em pacientes obesos.Revisao sistematica de ensaios clinicos randomizados realizados no centro Cochrane do Brasil em pacientes obesos em uso de sibutramina ou placebo. Desfecho: alteracao da frequencia cardiaca. Banco de dados eletronico pesquisados: Cochrane Library, Medline, LILACS, Pubmed. Nao houve restricoes quanto a idioma, data, ou outras restricoes. Coleta de dados e extracao foi realizada por dois revisores, que de forma independente obteve artigos na integra de todos os estudos elegiveis. Quatro estudos forneceram dados dicotomicos para uma meta-analise, cujo resultado foi favoravel ao placebo:risco relativo (RR) 3,73, intervalo de confianca (IC) 2,07-6,73, diferenca de risco (DR) de 0.13, numero necessario para causar lesao (NNL) de 7. Dez estudos apresentaram dados continuos para uma metanalise, cujo resultado foi favoravel ao placebo: diferenca media (DM) de 7,24, IC de 6,22-8,26. O uso da sibutramina em pacientes obesos afeta significativamente a frequencia cardiaca. (AU)
On the use of AI Planning in the Composition of Context-Aware Services

In context aware ubiquitous systems an important challenge is the composition of multiple services to achieve the user task that cannot be achieved by a single service. With the important amount of available service in such environment, the use of traditional approaches become impractical. By introducing contextual information in the service composition the results of the composite service reacts continuously to context changes. In this paper, we present an overview of a semantic architecture for the discovery and composition of context aware services based on, we also present our context aware semantic service by extending OWL-S with context elements.
A Modified Hierarchical Clustering Algorithm for Document Clustering

— Clustering is the division of data into groups called as clusters. Document clustering is done to analyse the large number of documents distributed over various sites. The similar documents are grouped together to form a cluster. The success or failure of a clustering method depends on the nature of similarity measure used. The multiviewpoint-based similarity measure or MVS uses different viewpoints unlike the traditional similarity measures that use only a single viewpoint. This increases the accuracy of clustering. A hierarchical clustering algorithm creates a hierarchical tree of the given set of data objects. Depending on the decomposition approach, hierarchical algorithms are classified as agglomerative (merging) or divisive (splitting). This paper focuses on applying multiviewpoint-based similarity measure on hierarchical clustering.
PARAMETER ESTIMATION FOR TIME-DELAY CHAOTIC SYSTEM BY IMPROVED FUZZY PARTICLE SWARM OPTIMIZATION

Parameter estimation of chaotic systems is an important issue in nonlinear science. The knowledge about time-delays and parameters is very important for control and synchronization of time-delay chaotic system. This paper is concerned with the parameter estimation for time-delay chaotic systems, which is converted to an optimization problem. The improved fuzzy particle swarm optimization is used to solve this problem, which finds a best combination of parameters such that an objective function is minimized. Numerical simulations on chaotic time-delay logistic system and the comparisons with similar algorithms like PSO demonstrates the effectiveness and robustness of proposed method.
Synchronization of Microgrid by Actively Controlling Parameter

A microgrid consist of number of distributed generators (DGs) and renewable energy sources, Which operates in parallel with the main grid or in islanded mode. When it come for the parallel operation with main grid, microgrid cannot be Synchronized with main grid by using traditional synchronizer. As microgid operates with multiple DG’s and load, which is continuously varying. So I is necessary o use coordinate way to control multiple generators. This paper proposes an active synchronization technique with network based co-ordination to conrol the multiple DG’s. From the simulation results using Simulink dynamic models, it is shown that the scheme provides the microgrid with a deterministic and reliable reconnection to the grid. [38] Keywordsmicrogrid, microgrid central controller (MCC), Energy storage system, synchronization, static transfer switch (STS). __________________________________________________*****_________________________________________________
REVIEW ON HYDROLOGICAL APPLICATIONS OF GIS

Geomorphometry is the science of quantitative land surface analysis. It gathers various mathematical, statistical and image processing techniques that can be used to quantify morphological, hydrological, ecological and other aspects of a land surface. Geomorphometry aims at extracting land surface parameters and objects using input digital land surface model and parameterization software. Extracted surface parameters and objects can then be used, for example, to improve mapping and modelling of soils, vegetation, land use, geomorphologic and geological features and similar. This paper discusses some of the applications of GIS in areas like geomorphologic studies, land use evaluation, watershed management and so on. KeywordsDEM, GIS, geomorphology, landuse, watershed.
Clinical Characteristics and Prognosis of 48 Patients with Mutations in Myelodysplastic Syndrome

OPEN ACCESS This open-access article is distributed under the terms of the Creative Commons Attribution Non-Commercial License (CC BY-NC) (http:// creativecommons.org/licenses/by-nc/4.0/), which permits reuse, distribution and reproduction of the article, provided that the original work is properly cited and the reuse is restricted to noncommercial purposes. For commercial reuse, contact reprints@pulsus.com Myelodysplastic syndrome is a highly heterogeneous hematopoietic disorder characterized by ineffective hematopoiesis and high risk of secondary acute myeloid leukemia. The correct diagnosis of MDS remains a challenge as it can be difficult to distinguish MDS from its benign and malignant mimickers, current prognostic scoring systems consider karyotypic abnormalities and certain clinical features to stratify patients with MDS into risk groups. However, because of karyotype of MDS can change over time, the heterogeneous hematopoietic disorder will be poorly sensitive by karyotype analysis, as well as, approximately 80% of MDS patients with more than one gene mutation (1-3) and about 2/3 of these mutations are seen in patients with a normal karyotype (4,5).
Relevance and Diversity of Images by Using Tags

Now a day, there is a growth of digital images and video archives. Some of these are very important from user point of view. The collection of these digital images may be for personal use and may be for public use. For searching images in the database, there is the need of secure, fast and efficient techniques. Tag-based image search is an effective technique to find images in the databases and in the social websites. In this paper a reranking system for image retrieval with the consideration of images relevance and diversity is proposed. Reranking of the images have done according to their visual features and semantic features. Visual features are used for detecting duplicate images in proposed method. Each user maintains several images. First sort these images by same group user ranking system. Users that have higher contribution to the given query rank higher. Then an implementation to all-user reranking on the ranked users image set and only the most relevant image from users image set is selected. These selected images compose the final retrieval results. We build an inverted structure for the image dataset to speed up the searching process.