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Open AccessArticle
7 Pages, 963 KB Download PDF

Fault Diagnosis and Noise Robustness Comparison of Rotating Machinery using CWT and CNN

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 1279–1285, 2021; DOI: 10.25046/aj0601146
Abstract:

For systems using rotating machinery, diagnosing the faults of the rotating machinery is critical for system maintenance. Recently, a machine learning algorithm has been employed as one of the methods for diagnosing the faults of rotating machinery. This algorithm has an advantage of automatically classifying faults without an expert knowledge. However, despite a good training…

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(This article belongs to Section Electrical Engineering (ELE))
Open AccessArticle
7 Pages, 1,426 KB Download PDF

SIFT Implementation based on LEON3 Processor

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 1257–1263, 2021; DOI: 10.25046/aj0601143
Abstract:

This paper proposes a new method of implementation of the part of SIFT (Scale-Invariant Feature Transform) algorithm used to extract the feature of an image of a size 256×256 of pixels, which is mainly based on the using the LEON3 soft core processor .With this method it is possible to detect points of interest and…

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(This article belongs to Section Electrical Engineering (ELE))
Open AccessArticle
6 Pages, 871 KB Download PDF

Allocation of Total Congestion Cost and load participation to Generators for a PoolCo Market in Deregulated Power System

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 1145–1150, 2021; DOI: 10.25046/aj0601128
Abstract:

The objective of this paper is to allocate transmission congestion cost to responsible generators using a novel method. Deregulation of the electrical power system leads to the compulsion of open access to the transmission system for all entities of the power system. There is a trend to utilize cheaper generators by all loads. This leads…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Electrical Engineering (ELE))
Open AccessArticle
10 Pages, 1,073 KB Download PDF

Simulated IoT Based Sustainable Power System for Smart Agriculture Environments

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 1030–1039, 2021; DOI: 10.25046/aj0601114
Abstract:

In vital energy applications especially the agricultural environments, the service of adaptive power utilization plays an essential role in facilitating the usage of Internet of Things systems. Such environments are distinguished by the large range of lands where most of the region lacks the commercial power lines. Reaching some high or deep sensing points is…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Interdisciplinary Applications of Computer Science (CSI))
Open AccessArticle
6 Pages, 1,111 KB Download PDF

Classifying Garments from Fashion-MNIST Dataset Through CNNs

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 989–994, 2021; DOI: 10.25046/aj0601109
Abstract:

Online fashion market is constantly growing, and an algorithm capable of identifying garments can help companies in the clothing sales sector to understand the profile of potential buyers and focus on sales targeting specific niches, as well as developing campaigns based on the taste of customers and improve user experience. Artificial Intelligence approaches able to…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
7 Pages, 1,106 KB Download PDF

Open Energy Distribution System-Based on Photo-voltaic with Interconnected- Modified DC-Nanogrids

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 982–988, 2021; DOI: 10.25046/aj0601108
Abstract:

This manuscript exhibits a perfect design for a flexible number of modified DC nanogrids within an open energy distribution network (OEDN) that interconnected via a DC bus. Each modified nanogrid implies a single-input multi-output switched boost inverter (SIMO-SBI). The DC-output for each inverter is robustly controlled to keep the DC-bus interconnected voltage constant. The proposed…

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(This article belongs to Section Electrical Engineering (ELE))
Open AccessArticle
7 Pages, 709 KB Download PDF

Strategic Management of Brand Positioning in the Market

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 947–953, 2021; DOI: 10.25046/aj0601104
Abstract:

In the modern marketing system in a mass consumer society, the central place is given to the formation and promotion of brands. Professional conceptual approaches to brand management are able to preserve and increase the value and stability of the brand and allow the brand to survive in the most difficult competitive and crisis market…

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(This article belongs to Section Engineering Management (EMM))
Open AccessArticle
12 Pages, 1,543 KB Download PDF

Method of Technological Forecasting of Market Behaviour of R&D Products

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 886–897, 2021; DOI: 10.25046/aj060198
Abstract:

The current concept of open innovation corresponds to the R&D products transfer model – “role changes”. One of the fundamental provisions of the model is that R&D products are considered for commercialization not only at the final stage of technological readiness, but at any of them. In today’s changing market environment, special attention is paid…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Operations Research & Management Science (ORM))
Open AccessArticle
7 Pages, 2,226 KB Download PDF

Cyclic Evaluation of Capacity of Recovered Traction Battery after Short-Circuit Damage

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 879–885, 2021; DOI: 10.25046/aj060197
Abstract:

Presented paper discusses possibilities related to the recovery of the damaged lithium batteries after the short-circuit. The recovery procedure was applied on the selected traction LiFePO4 40Ah cell which was initially short-circuited. After the short-circuit, the damaged cell has visible damage of the electro-mechanical properties. For the recovery of damaged traction cell as much as…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Electrical Engineering (ELE))
Open AccessArticle
8 Pages, 874 KB Download PDF

Gene Selection for Cancer Classification: A New Hybrid Filter-C5.0 Approach for Breast Cancer Risk Prediction

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 871–878, 2021; DOI: 10.25046/aj060196
Abstract:

Despite the significant progress made in data mining technologies in recent years, breast cancer risk prediction and diagnosis at an early stage using DNA microarray technology still a real challenging task. This challenge comes especially from the high-dimensionality in gene expression data, i.e., an enormous number of genes versus a few tens of subjects (samples).…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
9 Pages, 578 KB Download PDF

Ferromagnetic Core Reactor Modeling and Design Optimization

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 810–818, 2021; DOI: 10.25046/aj060190
Abstract:

This article presents an analytical model of a single-phase ferromagnetic core power in- ductor (reactor) based on a magnetic equivalent circuit (MEC). The MEC model consists of magnetomotive forces (MMFs) and reluctances for all flux paths: magnetic core and leakage flux paths. The MEC elements are found established on the characteristics of the ferromagnetic material…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Electrical Engineering (ELE))
Open AccessArticle
8 Pages, 633 KB Download PDF

Text Mining Techniques for Cyberbullying Detection: State of the Art

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 783–790, 2021; DOI: 10.25046/aj060187
Abstract:

The dramatic growth of social media during the last years has been associated with the emergence of a new bullying types. Platforms such as Facebook, Twitter, YouTube, and others are now privileged ways to disseminate all kinds of information. Indeed, communicating through social media without revealing the real identity has emerged an ideal atmosphere for…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
8 Pages, 908 KB Download PDF

Deep Deterministic Policy Gradients for Optimizing Simulated PoA Blockchain Networks Based on Healthcare Data Characteristics

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 757–764, 2021; DOI: 10.25046/aj060183
Abstract:

Blockchain technology has proven to be the best solution for digital data storage today, which is decentralized and interconnected via cryptography. Many consensus algorithms can be options for implementation. One of them is the PoA consensus algorithm, which is proven to provide high performance and fault tolerance. Blockchain has been implemented in many sectors, including…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
7 Pages, 787 KB Download PDF

A Recommendation Approach in Social Learning Based on K-Means Clustering

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 719–725, 2021; DOI: 10.25046/aj060178
Abstract:

E-learning, among the most prominent modes of learning, offers learners the opportunity to attend online courses. To improve the quality of online learning, social learning through social networks promotes interaction and collaboration among learners. As part of the learning process management in these environments, the implementation of recommendation systems facilitates the provision of content adapted…

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(This article belongs to the SP11 (Special Issue on Innovation in Computing, Engineering Science & Technology 2021) & Section Interdisciplinary Applications of Computer Science (CSI))
Open AccessArticle
12 Pages, 1,377 KB Download PDF

An Enhanced Artificial Intelligence-Based Approach Applied to Vehicular Traffic Signs Detection and Road Safety Enhancement

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 672–683, 2021; DOI: 10.25046/aj060173
Abstract:

The paper treats a problem for detection and recognition objects in computer vision sector, where researchers recommended OpenCV software and development tool, it’s several and better-remembered library resource for isolating, detecting, and recognition of particular objects, what we would find an appropriate system for detecting and recognition traffic roads signs. The robustness with optimization is…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
10 Pages, 7,451 KB Download PDF

Stochastic Behaviour Analysis of Adaptive Averaging Step-size Sign Normalised Hammerstein Spline Adaptive Filtering

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 577–586, 2021; DOI: 10.25046/aj060162
Abstract:

We introduce a sign algorithm based on the normalised least mean square with Hammerstein adaptive filtering using adaptive averaging step-size mechanism, which is derived by the minimised absolute a posteriori squared error. To improve the performance by reducing computational complexity, we suggest an adaptive averaging using energy of errors to update step-size variant. The analysis…

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(This article belongs to Section Electronic Engineering (EEE))
Open AccessArticle
13 Pages, 960 KB Download PDF

Bounded Floating Point: Identifying and Revealing Floating-Point Error

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 519–531, 2021; DOI: 10.25046/aj060157
Abstract:

This paper presents a new floating-point technology: Bounded Floating Point (BFP) that constrains inexact floating-point values by adding a new field to the standard floating point data structure. This BFP extension to standard floating point identifies the number of significant bits of the representation of an infinitely accurate real value, which standard floating point cannot.…

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(This article belongs to Section Interdisciplinary Applications of Computer Science (CSI))
Open AccessArticle
8 Pages, 2,940 KB Download PDF

Development of an IoT Platform for Stress-Free Monitoring of Cattle Productivity in Precision Animal Husbandry

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 501–508, 2021; DOI: 10.25046/aj060155
Abstract:

Smart animal husbandries require the adoption of dedicated tools to assess the contribution of each animal to the production process. The IoT platform presented in this article is a real-team monitoring system for voluntary weighing of cattle. To this end, the ISO 18000-6 standard is used for animal identification through an ultra-high-frequency radio link between…

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(This article belongs to Section Automation & Control Systems (ACS))
Open AccessArticle
8 Pages, 655 KB Download PDF

Decentralized Management System for Solid-State Voltage Regulators in Nodes of Distribution Power Networks

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 378–385, 2021; DOI: 10.25046/aj060143
Abstract:

The article describes the concept and architecture of a decentralized control system for a solid-state voltage regulator (SSVR). The SSVR is a universal device for controlling the mode and operation parameters of medium voltage electrical networks. SSVR manage the amount of current in line using the vector voltage control method. The SSVR control system consists…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Electrical Engineering (ELE))
Open AccessArticle
9 Pages, 349 KB Download PDF

Data Aggregation, Gathering and Gossiping in Duty-Cycled Multihop Wireless Sensor Networks subject to Physical Interference

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 369–377, 2021; DOI: 10.25046/aj060142
Abstract:

Data aggregation, gathering and gossiping are all vital communication tasks in wireless sensor networks (WSNs). When all networking devices are always active, scheduling algorithms for these communication tasks have been extensively investigated under both the protocol and physical interference models. However, wireless devices usually switch between the sleep state and the active state for the…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Interdisciplinary Applications of Computer Science (CSI))
Open AccessArticle
7 Pages, 823 KB Download PDF

Optimizing the Wind Farm Layout for Minimizing the Wake Losses

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 309–315, 2021; DOI: 10.25046/aj060135
Abstract:

The development of wind farms requires an optimal design of wind turbines layout. The main goal of this optimization is to minimize the wake effect through the optimal placement of the wind turbines. The current study aims to standardize the wake losses among all wind turbines in the wind farm and bringing their losses to…

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(This article belongs to Section Environmental Engineering (EEV))
Open AccessArticle
7 Pages, 941 KB Download PDF

Classification of Wing Chun Basic Hand Movement using Virtual Reality for Wing Chun Training Simulation System

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 250–256, 2021; DOI: 10.25046/aj060128
Abstract:

To create a Virtual Reality (VR) system for Wing Chun’s basic hand movement training, capturing, and classifying movement data is an important step. The main goal of this paper is to find the best possible method of classifying hand movement, particularly Wing Chun’s basic hand movements, to be used in the VR training system. This…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
8 Pages, 422 KB Download PDF

Indoor Positioning System using WKNN and LSTM Combined via Ensemble Learning

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 242–249, 2021; DOI: 10.25046/aj060127
Abstract:

Indoor positioning system (IPS) has become a high demand research field to be developed and has made considerable progress in recent years. Wi-Fi fingerprinting is the most promising technique that produces an acceptable result. However, despite the large amount of research that has been done using Wi-Fi fingerprinting, only a few Wi-Fi based IPS in…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
6 Pages, 840 KB Download PDF

Sensorless Control and Corrected Error Commutation of the Brushless DC Motor

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 224–229, 2021; DOI: 10.25046/aj060125
Abstract:

This paper presents a simple method for correcting the error of commutation windings for sensorless control of a brushless DC motor with a small inductance. Switching error analysis is performed based on the phase currents of the switched-off and switched-on phases. To correct the commutatiuon signals for the inverter, a speed-independent function is used, calculated…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Automation & Control Systems (ACS))
Open AccessArticle
6 Pages, 1,031 KB Download PDF

Analysis of Real-time Blockchain Considering Service Level Agreement (SLA)

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 218–223, 2021; DOI: 10.25046/aj060124
Abstract:

The Blockchain technologies enable decentralized networking consisting of large number of nodes. To determine the shared states and failures of all nodes in a fully distributed peer-to-peer system, the appropriate consensus algorithm needs to be selected for each Internet of Things system. In this paper, a novel hierarchical voting-based byzantine fault tolerance (HBFT) consensus algorithm…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Interdisciplinary Applications of Computer Science (CSI))
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