data reduction method
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2022 ◽  
Author(s):  
Katarzyna Gas ◽  
Maciej Sawicki

Steadily growing interest in magnetic characterization of organic compounds for therapeutic purposes or of other irregularly shaped specimens calls for refinements of experimental methodology to satisfy experimental challenges. Encapsulation in capsules remains the method of choice, but its applicability in precise magnetometry is limited. This is particularly true for minute specimens in the single milligram range as they are outweighed by the capsules and are subject to large alignment errors. We present here a completely new experimental methodology that permits 30-fold in situ reduction of the signal of capsules by substantially restoring the symmetry of the sample holder that is otherwise broken by the presence of the capsule. In practical terms it means that the standard 30 mg capsule is seen by the magnetometer as approximately a 1 mg object, effectively opening the window for precise magnetometry of single milligram specimens. The method is shown to work down to 1.8 K and in the whole range of the magnetic fields. The method is demonstrated and validated using the reciprocal space option of MPMS-SQUID magnetometers; however, it can be easily incorporated in any magnetometer that can accommodate straw sample holders (i.e., the VSM-SQUID). Importantly, the improved sensitivity is accomplished relying only on the standard accessories and data reduction method provided by the SQUID manufacturer, eliminating the need for elaborate raw data manipulations.


Materials ◽  
2022 ◽  
Vol 15 (2) ◽  
pp. 495
Author(s):  
Katarzyna Gas ◽  
Maciej Sawicki

Steadily growing interest in magnetic characterization of organic compounds for therapeutic purposes or of other irregularly shaped specimens calls for refinements of experimental methodology to satisfy experimental challenges. Encapsulation in capsules remains the method of choice, but its applicability in precise magnetometry is limited. This is particularly true for minute specimens in the single milligram range as they are outweighed by the capsules and are subject to large alignment errors. We present here a completely new experimental methodology that permits 30-fold in situ reduction of the signal of capsules by substantially restoring the symmetry of the sample holder that is otherwise broken by the presence of the capsule. In practical terms it means that the standard 30 mg capsule is seen by the magnetometer as approximately a 1 mg object, effectively opening the window for precise magnetometry of single milligram specimens. The method is shown to work down to 1.8 K and in the whole range of the magnetic fields. The method is demonstrated and validated using the reciprocal space option of MPMS-SQUID magnetometers; however, it can be easily incorporated in any magnetometer that can accommodate straw sample holders (i.e., the VSM-SQUID). Importantly, the improved sensitivity is accomplished relying only on the standard accessories and data reduction method provided by the SQUID manufacturer, eliminating the need for elaborate raw data manipulations.


2021 ◽  
Author(s):  
Katarzyna Gas ◽  
Maciej Sawicki

Steadily growing interest in magnetic characterization of organic compounds aiming at therapeutic purposes, or of other irregular-shaped specimens calls for refinements of experimental methodology to satisfy experimental challenges. Encapsulation in capsules remains the method of choice, but its applicability in precise magnetometry is limited. This is particularly true for minute specimens in single mg range since they are outweighed by the capsules and due to large alignment errors. We present here a complete new experimental methodology which permits 30-fold in situ reduction of the signal of capsules. In practical terms it means that the standard 30 mg capsule is seen by the magnetometer as about 1 mg object, effectively opening the window for precise magnetometry of single mg specimens. The method is shown to work down to 1.8 K and in the whole range of the magnetic fields. The method is demonstrated and validated using the reciprocal space option of MPMS-SQUID magnetometers, however it can be easily incorporated in any magnetometer which can accommodate straw sample holders (i.e. the VSM-SQUID). Importantly, the improved sensitivity is accomplished relying only on the standard accessories and data reduction method provided by the SQUID manufacturer, eliminating needs for an elaborate raw data manipulations.


2021 ◽  
Vol 923 (2) ◽  
pp. 206
Author(s):  
Kazushi Sakamoto ◽  
Eduardo González-Alfonso ◽  
Sergio Martín ◽  
David J. Wilner ◽  
Susanne Aalto ◽  
...  

Abstract We observed with Atacama Large Millimeter/submillimeter Array three deeply buried nuclei in two galaxies, NGC 4418 and Arp 220, at ∼0.″2 resolution over a total bandwidth of 67 GHz in f rest = 215–697 GHz. Here we (1) introduce our program, (2) describe our data reduction method for wide-band, high-resolution imaging spectroscopy, (3) analyze in visibilities the compact nuclei with line forests, (4) develop a continuum-based estimation method of dust opacity and gas column density in heavily obscured nuclei, which uses the buried galactic nuclei (BGN) model and is sensitive to log ( N H 2 / cm − 2 ) ∼ 25–26 at λ ∼ 1 mm, and (5) present the continuum data and diagnosis of our targets. The three continuum nuclei have major-axis FWHMs of ∼0.″1–0.″3 (20–140 pc) aligned to their rotating nuclear disks of molecular gas. However, each nucleus is described better with two or three concentric components than with a single Gaussian. The innermost cores have sizes of 0.″05–0.″10 (8–40 pc), peak brightness temperatures of ∼100–500 K at 350 GHz, and more fractional flux at lower frequencies. The intermediate components correspond to the nuclear disks. They have axial ratios of ≈0.5 and hence inclinations ≳60°. The outermost elements include the bipolar outflow from Arp 220W. We estimate 1 mm dust opacity of τ d,1 mm ≈ 2.2, 1.2, and ≲0.4, respectively, for NGC 4418, Arp 220W, and Arp 220E. The first two correspond to log ( N H / cm − 2 ) ∼ 26 for conventional dust-opacity laws, and hence the nuclei are highly Compton thick.


Author(s):  
Zhaokai Li ◽  
Guangfei She ◽  
Wenjie Zuo

Determination of the triggering conditions for automobile airbags is a complex problem because vehicles often run under transient conditions due to the dynamic influence from varying road conditions. The research into malfunctions of automobile airbags is an important and challenging topic. In this work, the peak acceleration and moving window integration algorithms were used to obtain the high-risk abuse items from a test matrix that consisted of 111 items which were under multiple road environment excitation, including condition categories for typical roads, curb striking, potholes and drains, and roadblocks. A novel multi-channel data reduction method and improved clustering method based on abuse probability sorting were proposed, and based on the specific characteristic constraints for the automobile airbag malfunction test results, by construction of a false triggering probability model and discussion of the weight factors of the two algorithms, importance rankings for the high-risk false action items were realized based on the relative probability. Finally, 53 high-risk abuse items were identified from a large set of 111 test items through 10-channel acceleration sensors. After analysis and comparison of the test condition details, conclusions of high-risk items are drawn with regard to the vehicle-road excitation that affects airbag abuse. The consistency of the identification results with the Chinese national standard verifies the accuracy and effectiveness of the proposed method.


2021 ◽  
Author(s):  
I.. Ceyhan ◽  
S.. Vasantharajan ◽  
P. V. Suryanarayana ◽  
U. B. Sathuvalli ◽  
A.. Helou ◽  
...  

Abstract Vacuum insulated tubing (VIT) is a specialized tubular designed to minimize heat loss from production or injection fluids to the environment in oil, gas and geothermal wells. VIT strings are used in deepwater wells for flow assurance or to mitigate annular pressure buildup. VIT use requires accurate knowledge of its insulating performance. Although VIT performance can be estimated from analytical tools, such as finite element analysis (FEA), an experimental approach provides a more direct measurement and can be used to validate analytical tools. We have developed a new experimental method to address this need. In this method, one or two VIT joints are placed in an ice-water bath. A precisely measured flow of heated air flows inside the VIT. The temperature change of the flowing air is measured between the inlet and outlet of the VIT test specimen. The insulating performance of the VIT is then calculated from this temperature difference using heat exchanger theory with effectiveness-number of transfer units (&#ξ03B5;-NTU) approach. A proportional-integral-derivative (PID) controller is used to control the air temperature at the VIT inlet by regulating power to the heater. This paper illustrates the data reduction method and uncertainty analysis using sample test data. The method allows for rapid measurement of VIT performance at many different temperatures, with the air flow rate being used to optimize the test sensitivity and to reduce experimental uncertainty. As currently designed, the apparatus is able to test single- and double-joint VITs with effective body conductivities between 0.002-0.1 W/m/°C (0.001-0.06 Btu/hr/ft/°F) and temperatures up to 400°C (750°F); however, the design allows the apparatus to be modified easily for higher or lower conductivities. Although designed for VIT, this method may be applied to other types of tubulars. Currently, there is no widely accepted standard method for experimental testing of VIT performance, and it is hoped that this new method may evolve to an industry standard.


2021 ◽  
Vol 10 (1) ◽  
pp. 124
Author(s):  
Ayi Yunus Rusyana ◽  
Doli Witro

Al-Mawardi is one of the great thinkers of Islam in the Middle Ages. He believes that to achieve prosperity in a country, the human mind has an integral role in improving people's welfare and carrying out economic and religious activities. Every government endeavor is expected to align toward specific goals and objectives, particularly in financing education. It is the state that governs the educators' rights and also ensures that educators carry out their teaching obligations. Educators must prioritize student learning and achievement goals. This paper discusses al-Mawardi's economic thinking and focuses on the role of educator's salary. This paper aims to encourage educators that teaching is not just only a job but also has ramifications in the afterlife. Research for this article used a blend of qualitative interviews, as well as contemporary literature review. The data is presented in a narrative-descriptive manner and was analyzed using the Miles and Huberman data reduction method. The results show that, according to al-Mawardi, the state must provide substantial support for education which includes: the provision of adequate educational facilities and a commensurate salary for educators—even utilizing natural resources or other creative methods to pay educators' salaries.================================================================================================== ABSTRAK – Pemikiran Ekonomi Al-Mawardi: Analisis terhadap Gaji Pendidik. Al-Mawardi merupakan salah satu pemikir besar Islam yang hidup di abad pertengahan. Dia melihat agar tercapainya kesejahteraan dalam suatu negara, akal manusia memiliki peran yang urgen sehingga dapat meningkatkan kesejahteraan masyarakat, menjalankan kegiatan ekonomi dan agama. Setiap implementasi yang dilakukan pemerintah diharapkan sesuai dengan sasaran dan tujuan. Khusus dalam pembiayaan pendidikan, bukan hanya negara yang harus memberikan hak pendidik, tetapi pendidik juga harus menjalankan kewajiban sebagai pengajar. Bukan hanya agar kewajibannya terlaksana, namun pendidik harus mengutamakan apakah murid mendapatkan ilmu atau tidak. Tulisan ini membahas mengenai pemikiran ekonomi al-Mawardi yang difokuskan kepada kedudukan gaji yang diterima pendidik. Tulisan ini bertujuan untuk memberikan pemahaman kepada pendidik, bahwa mengajarkan suatu ilmu bukan hanya untuk mendapatkan kehidupan dunia, namun juga dapat bermanfaat dan berguna di akhirat. Artikel ini menggunakan penelitian yang menggunakan pendekatan kualitatif. Artikel ini bersifat penelitian pustaka. Data disajikan dengan naratif-deskriptif dan dianalisis dengan metode analisis data yang diperkenalkan Miles dan Huberman yaitu reduksi data, penyajian data, dan penarikan kesimpulan. Hasil penelitian menunjukkan, menurut al-Mawardi, negara harus memberikan dukungan yang sangat besar terhadap pendidikan. Dukungan yang besar tersebut tercermin dalam bentuk penyediaan sarana pendidikan yang memadai dan gaji yang layak untuk pendidik. Negara harus selalu siap menyediakan gaji untuk pendidik. Bahkan dalam pandangan al-Mawardi, negara harus memanfaatkan potensi sumber daya alam yang ada untuk membayar gaji pendidik.


Author(s):  
José M. Gamonales ◽  
Kiko León ◽  
Daniel Rojas-Valverde ◽  
Braulio Sánchez-Ureña ◽  
Jesús Muñoz-Jiménez

(1) Background: Data mining has turned essential when exploring a large amount of information in performance analysis in sports. This study aimed to select the most relevant variables influencing the external and internal load in top-elite 5-a-side soccer (Sa5) using a data mining model considering some contextual indicators as match result, body mass index (BMI), scoring rate and age. (2) Methods: A total of 50 top-elite visually impaired soccer players (age 30.86 ± 11.2 years, weight 77.64 ± 9.78 kg, height 178.48 ± 7.9 cm) were monitored using magnetic, angular and rate gyroscope (MARG) sensors during an international Sa5 congested fixture tournament.; (3) Results: Fifteen external and internal load variables were extracted from a total of 49 time-related and peak variables derived from the MARG sensors using a principal component analysis as the most used data mining technique. The principal component analysis (PCA) model explained 80% of total variance using seven principal components. In contrast, the first principal component of the match was defined by jumps, take off by 24.8% of the total variance. Blind players usually performed a higher number of accelerations per min when losing a match. Scoring players execute higher DistanceExplosive and Distance21–24 km/h. And the younger players presented higher HRAVG and AccMax. (4) Conclusions: The influence of some contextual variables on external and internal load during top elite Sa5 official matches should be addressed by coaches, athletes, and medical staff. The PCA seems to be a useful statistical technique to select those relevant variables representing the team’s external and internal load. Besides, as a data reduction method, PCA allows administrating individualized training loads considering those relevant variables defining team load behavior.


Author(s):  
Ulf Liebe

This chapter examines factor analysis, which is used to test whether a set of observable or manifest variables can measure one or more unobservable or latent constructs that they have in common. Such constructs are called factors. Factor analysis is therefore a data reduction method. In its foundation period, factor analysis was often applied to the study of general intelligence and mental abilities. Nowadays factor analysis is a workhorse for quantitative research in the social sciences, humanities, and natural sciences. There are two types of factor analysis: exploratory factor analysis and confirmatory factor analysis. Exploratory factor analysis is used for examining the underlying structures in a set of variables. Confirmatory factor analysis is used to test theoretical hypotheses; the researcher assumes that variables are interrelated in a specific way and uses factor analysis to find out whether the assumption is supported by the data — i.e. to what extent the data fits the predefined structure.


Author(s):  
Kota Yamamoto ◽  
Hisashi Asanuma ◽  
Hiroaki Takahashi ◽  
Takafumi Hirata

New data reduction method for isotopic measurements using high-gain Faraday amplifiers enables precise uranium isotopic analysis even from transient signals.


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