Skip Content
You are currently on the new version of our website. Access the old version .

Computation, Volume 10, Issue 7

2022 July - 24 articles

Cover Story: We developed long short-term memory (LSTM) networks for thermocouple sensor predictions by training on the sensor’s own prior history, and transfer learning LSTM (TL-LSTM) by training on a correlated sensor’s history.  Data were obtained from a flow loop filled with water and with liquid metal Galinstan for a range of flow regimes. The root mean square error (RMSE) for the test segment of time series was shown to linearly increase with the Reynolds number (Re) for both fluids. Using linear correlations, we estimated the range of values of Re for which RMSE is smaller than the measurement uncertainty. For both fluids, LSTM and TL-LSTM provide reliable estimations of temperature for typical flow regimes in a nuclear reactor. View this paper
  • Issues are regarded as officially published after their release is announced to the table of contents alert mailing list .
  • You may sign up for email alerts to receive table of contents of newly released issues.
  • PDF is the official format for papers published in both, html and pdf forms. To view the papers in pdf format, click on the "PDF Full-text" link, and use the free Adobe Reader to open them.

Articles (24)

  • Article
  • Open Access
18 Citations
4,380 Views
15 Pages

Multimodal Biometrics Recognition Using a Deep Convolutional Neural Network with Transfer Learning in Surveillance Videos

  • Hsu Mon Lei Aung,
  • Charnchai Pluempitiwiriyawej,
  • Kazuhiko Hamamoto and
  • Somkiat Wangsiripitak

Biometric recognition is a critical task in security control systems. Although the face has long been widely accepted as a practical biometric for human recognition, it can be easily stolen and imitated. Moreover, in video surveillance, it is a chall...

  • Article
  • Open Access
25 Citations
4,938 Views
32 Pages

A Novel Artificial Multiple Intelligence System (AMIS) for Agricultural Product Transborder Logistics Network Design in the Greater Mekong Subregion (GMS)

  • Rapeepan Pitakaso,
  • Natthapong Nanthasamroeng,
  • Thanatkij Srichok,
  • Surajet Khonjun,
  • Nantawatana Weerayuth,
  • Thachada Kotmongkol,
  • Peema Pornprasert and
  • Kiatisak Pranet

In recent years, agriculture products have contributed to 28.75% of Thailand’s GDP. China, Vietnam, Myanmar, Cambodia, Laos and Vietnam are the main markets for agricultural products. The annual export volume exceeds 119,222 million THB. The ma...

  • Article
  • Open Access
3 Citations
2,615 Views
20 Pages

Sliding-Mode Control of Bidirectional Flyback Converters with Bus Voltage Regulation for Battery Interface

  • Carlos Andres Ramos-Paja,
  • Juan David Bastidas-Rodriguez and
  • Luz Adriana Trejos-Grisales

Energy storage systems are essential for multiple applications like renewable energy systems, electric vehicles, microgrids, among others. Those systems are responsible of regulating the dc bus voltage using charging-discharging systems which are mai...

  • Article
  • Open Access
5 Citations
3,535 Views
17 Pages

Snake Graphs Arising from Groves with an Application in Coding Theory

  • Agustín Moreno Cañadas,
  • Gabriel Bravo Rios and
  • Robinson-Julian Serna

Snake graphs are connected planar graphs consisting of a finite sequence of adjacent tiles (squares) T1,T2,,Tn. In this case, for 1jn1, two consecutive tiles Tj and Tj+1 share exactly one edge, either the edge at the east (west...

  • Article
  • Open Access
7 Citations
3,100 Views
17 Pages

Complete Integrated Automation of the Electrochemical Corrosion Protection System of Pipelines Based on IoT and Big Data Analytics

  • Oleksandr Prokhorov,
  • Valeriy Prokhorov,
  • Alisher Khussanov,
  • Zhakhongir Khussanov,
  • Botagoz Kaldybayeva and
  • Dilfuza Turdybekova

This article is devoted to the issues of creating an adaptive intelligent system, for monitoring and controlling the technological process for electrochemical corrosion protection of main pipelines (MP), which has been designed for remote control of...

  • Project Report
  • Open Access
2 Citations
2,838 Views
12 Pages

Analysis of Liquid Quantity Measurement in Loading/Unloading Processes in Cylindrical Tanks

  • Asta Meškuotienė,
  • Paulius Kaškonas,
  • Benas Gabrielis Urbonavičius,
  • Gintautas Balčiūnas and
  • Justina Dobilienė

Tanks, as instruments in oil and its product’s amount measurement system chain, must be regularly maintained and metrologically inspected, as they significantly contribute to measurement uncertainty. However, when measuring a change in the amou...

  • Article
  • Open Access
1 Citations
4,165 Views
17 Pages

Contactless Material Tensile Testing Using a High-Resolution Camera

  • Jaroslav Bulava,
  • Libor Hargaš and
  • Dušan Koniar

This article deals with the use of contactless measurement with a high-resolution imaging device during tensile testing of materials in a universal tearing machine (UTM). Setting the material parameters in tensile testing is based on changes in the g...

  • Article
  • Open Access
7 Citations
3,203 Views
15 Pages

In this paper, a model for the transmission of respiratory syncytial virus (RSV) in a constant human population in which there exist super spreading infected individuals (who infect many people during a single encounter) is considered. It has been ob...

  • Article
  • Open Access
14 Citations
3,633 Views
15 Pages

This paper considers the maximum coverage location problem (MCLP) in a continuous formulation. It is assumed that the coverage domain and the family of geometric objects of arbitrary shape are specified. It is necessary to find such a location of geo...

  • Article
  • Open Access
13 Citations
5,668 Views
19 Pages

The purpose of this article is to check and identify management gaps that lead to the formation of digitalization problems in enterprises in the context of Industry 4.0 and to offer a conceptual approach to managing the development of high-tech enter...

  • Article
  • Open Access
29 Citations
7,832 Views
32 Pages

Bioinformatics, Computational Informatics, and Modeling Approaches to the Design of mRNA COVID-19 Vaccine Candidates

  • Olugbenga Oluseun Oluwagbemi,
  • Elijah K. Oladipo,
  • Olatunji M. Kolawole,
  • Julius K. Oloke,
  • Temitope I. Adelusi,
  • Boluwatife A. Irewolede,
  • Emmanuel O. Dairo,
  • Ayodele E. Ayeni,
  • Kehinde T. Kolapo and
  • Segun Fatumo
  • + 3 authors

This article is devoted to applying bioinformatics and immunoinformatics approaches for the development of a multi-epitope mRNA vaccine against the spike glycoproteins of circulating SARS-CoV-2 variants in selected African countries. The study’s rele...

  • Article
  • Open Access
4 Citations
2,942 Views
12 Pages

The Chebyshev collocation method implemented in Chebfun is used in order to solve a class of second order one-dimensional singular and genuinely nonlinear boundary value problems. Efforts to solve these problems with conventional ChC have generally f...

  • Article
  • Open Access
9 Citations
2,389 Views
19 Pages

Capacitive Water-Cut Meter with Robust Near-Linear Transfer Function

  • Oleksandr Zabolotnyi,
  • Vitalii Zabolotnyi and
  • Nikolay Koshevoy

The water content in fuel–water emulsions can vary from 10% to 30%, and is under control during the process of emulsification. The main task of this study was to obtain near-linear static function for a water-cut meter with capacitive sensors,...

  • Article
  • Open Access
6 Citations
3,312 Views
19 Pages

Modeling the Meshing Procedure of the External Gear Fuel Pump Using a CFD Tool

  • Ihor Romanenko,
  • Yevhen Martseniuk and
  • Oleksandr Bilohub

In modern aircraft engine technology, there is a tendency to replace the mechanical drive of external gear fuel pumps with an electric one. This significantly reduces the integral energy consumption for pumping fuel (kerosene). On the other hand, in...

  • Article
  • Open Access
9 Citations
6,511 Views
15 Pages

Balanced Circular Packing Problems with Distance Constraints

  • Tetyana Romanova,
  • Olexandr Pankratov,
  • Igor Litvinchev,
  • Petro Stetsyuk,
  • Oleksii Lykhovyd,
  • Jose Antonio Marmolejo-Saucedo and
  • Pandian Vasant

The packing of different circles in a circular container under balancing and distance conditions is considered. Two problems are studied: the first minimizes the container’s radius, while the second maximizes the minimal distance between circle...

  • Article
  • Open Access
14 Citations
3,883 Views
14 Pages

Rapid Detection of Cardiac Pathologies by Neural Networks Using ECG Signals (1D) and sECG Images (3D)

  • Evelyn Aguiar-Salazar,
  • Fernando Villalba-Meneses,
  • Andrés Tirado-Espín,
  • Daniel Amaguaña-Marmol and
  • Diego Almeida-Galárraga

Usually, cardiac pathologies are detected using one-dimensional electrocardiogram signals or two-dimensional images. When working with electrocardiogram signals, they can be represented in the time and frequency domains (one-dimensional signals). How...

  • Article
  • Open Access
6 Citations
3,381 Views
15 Pages

Analysis of Electrical Models for Photovoltaic Cells under Uniform and Partial Shading Conditions

  • Bonie Johana Restrepo-Cuestas,
  • Mariana Durango-Flórez,
  • Luz Adriana Trejos-Grisales and
  • Carlos Andrés Ramos-Paja

This paper compares the performance of three electrical models (the single diode model, the Bishop model, and the Direct–Reverse model) in representing photovoltaic cells. Such comparison is performed in both the first quadrant (positive cell v...

  • Article
  • Open Access
5 Citations
3,410 Views
18 Pages

Effect of Key Phytochemicals from Andrographis paniculata, Tinospora cordifolia, and Ocimum sanctum on PLpro-ISG15 De-Conjugation Machinery—A Computational Approach

  • Prachi Singh,
  • Shruthi S. Bhat,
  • Ardra Punnapuzha,
  • Amrutha Bhagavatula,
  • Babu U. Venkanna,
  • Rafiq Mohamed and
  • Raghavendra P. Rao

ISGylation is an important process through which interferon-stimulated genes (ISGs) elicit an antiviral response in the host cells. Several viruses, including the SARS-CoV-2, suppress the host immune response by reversing the ISGylation through a pro...

  • Article
  • Open Access
6 Citations
4,105 Views
23 Pages

With an increase in network-connected devices, the existing Radio Frequency (RF) spectrum is getting highly saturated. Non-RF-based communication systems have recently garnered attention as they can be considered an alternative to RF-based systems fo...

  • Article
  • Open Access
23 Citations
3,351 Views
21 Pages

Monitoring of Temperature Measurements for Different Flow Regimes in Water and Galinstan with Long Short-Term Memory Networks and Transfer Learning of Sensors

  • Stella Pantopoulou,
  • Victoria Ankel,
  • Matthew T. Weathered,
  • Darius D. Lisowski,
  • Anthonie Cilliers,
  • Lefteri H. Tsoukalas and
  • Alexander Heifetz

Temperature sensing is one of the most common measurements of a nuclear reactor monitoring system. The coolant fluid flow in a reactor core depends on the reactor power state. We investigated the monitoring and estimation of the thermocouple time ser...

  • Article
  • Open Access
6 Citations
2,747 Views
22 Pages

A Prospective Method for Generating COVID-19 Dynamics

  • Kamal Khairudin Sukandar,
  • Andy Leonardo Louismono,
  • Metra Volisa,
  • Rudy Kusdiantara,
  • Muhammad Fakhruddin,
  • Nuning Nuraini and
  • Edy Soewono

Generating dynamic operators are constructed here from the cumulative case function to recover all state dynamics of a Susceptible–Exposed–Infectious–Recovered (SEIR) model for COVID-19 transmission. In this study, recorded and unre...

  • Article
  • Open Access
3 Citations
3,205 Views
18 Pages

Digital Transformation of Signatures: Suggesting Functional Symmetry Approach for Loan Agreements

  • Viktor Titov,
  • Pavel Shust,
  • Victor Dostov,
  • Anna Leonova,
  • Svetlana Krivoruchko,
  • Nadezhda Lvova,
  • Iurii Guzov,
  • Angelina Vashchuk,
  • Natalia Pokrovskaia and
  • Mikhail Zaboev
  • + 1 author

This article aims to formulate proposals for regulatory bodies whose implementation would ensure the effective introduction of civil circulation into electronic signatures, with minimal costs for economic entities. While electronic signatures have be...

  • Article
  • Open Access
6 Citations
4,200 Views
17 Pages

The growing importance of regional units in national economies gives rise to the objective need to improve the tools of spatial management. The construction of realistic development scenarios and forecasts is possible on the basis of the DSGE models&...

  • Article
  • Open Access
4 Citations
2,251 Views
14 Pages

The objective of the present study is to improve the genetic algorithm (GA) supremacy in selecting the most suitable and relevant features within a highly dimensional dataset. This results in cost reduction and improving classification performance. D...

Get Alerted

Add your email address to receive forthcoming issues of this journal.

XFacebookLinkedIn
Computation - ISSN 2079-3197