scholarly journals Neural Virtual Sensors for Adaptive Magnetic Localization of Autonomous Dataloggers

2014 ◽  
Vol 2014 ◽  
pp. 1-17 ◽  
Author(s):  
Dennis Groben ◽  
Kittikhun Thongpull ◽  
Abhaya Chandra Kammara ◽  
Andreas König
Keyword(s):  
Electronic System ◽  
Learning System ◽  
Data Logger ◽  
Virtual Sensors ◽  
Localization Accuracy ◽  
Multisensor Systems ◽  
Neural Learning ◽  
System Solution ◽  
Distributed Measurement ◽  
Application Fields

The surging advance in micro- and nanotechnologies allied with neural learning systems allows the realization of miniaturized yet extremely powerful multisensor systems and networks for wide application fields, for example, in measurement, instrumentation, automation, and smart environments. Time and location context is particularly relevant to sensor swarms applied for distributed measurement in industrial environment, such as, for example, fermentation tanks. Common RF solutions face limits here, which can be overcome by magnetic systems. Previously, we have developed the electronic system for an integrated data logger swarm with magnetic localization and sensor node timebase synchronization. The focus of this work is on an approach to improving both localization accuracy and flexibility by the application of artificial neural networks applied as virtual sensors and classifiers in a hybrid dedicated learning system. Including also data from an industrial brewery environment, the best investigated neural virtual sensor approach has achieved an advance in localization accuracy of a factor of 4 compared to state-of-the-art numerical methods and, thus, results in the order of less than 5 cm meeting industrial expectations on a feasible solution for the presented integrated localization system solution.

Preventive Maintenance Data Logger Monitoring System

Mekatronika ◽  
2021 ◽  
Vol 3 (1) ◽  
pp. 68-78
Author(s):  
Gunalan Sanasie ◽  
Zul Izwan Abdul Radzak ◽  
Muhammad Aizzat Zakaria
Keyword(s):  
Monitoring System ◽  
Preventive Maintenance ◽  
Electronic System ◽  
Manufacturing Processes ◽  
Test Case ◽  
Vehicle Speed ◽  
Data Logger ◽  
Prototype Development ◽  
Crash Prevention ◽  
Point Data

This research presents the Preventive Maintenance Data Logger (PMDL) Monitoring System and the process of how it has been manufactured. Preventive Maintenance Data Logger Monitoring System is a device which will collect the data from vehicle’s sensor for prevention maintenance and then save the data to other storage for future analysis. Preventive Maintenance Data Logger Monitoring System also can send notification to user for crash prevention. This project comprises of mechanical system, electronic system, and software system. The methodology of the Preventive Maintenance Data Logger system and prototype development is discussed in this paper on the manufacturing processes. The software is programmed using C language in Arduino software and the notification for preventive are develop using BLYNK application. Manufacturing processes involves in making this project, including additive manufacturing, welding and cutting. Several test case studies were conducted to verify the capability of the device in term of the vehicle speed, location, crash point data, distance between other vehicles detection and reliability.

Establishment and Structure Design of Comprehensive Backtracking Model of Distributed Concentrated Measurement Control

2013 ◽  
Vol 473 ◽  
pp. 247-250
Author(s):  
You Ling Li ◽  
Hua Wang
Keyword(s):  
Steel Industry ◽  
Control Process ◽  
Control Model ◽  
Structure Design ◽  
Crucial Importance ◽  
Practical Application ◽  
System Solution ◽  
Measurement Control ◽  
Distributed Measurement ◽  
Measuring Control

With the expansion and accelerated pace of development of the steel industry, unattended becomes an inevitably trend. The measuring data of the enterprise becomes crucial importance. Therefore, this paper proposes a system solution to establish comprehensive backtracking model and structure design of concentrated distributed measurement control. Firstly, introduce the process of measuring control model; secondly, establish the measurement control backtracking model and its sub module based on the control process; finally, it is the structural implementation and verification of backtracking model. The Kunming Iron&Steel distribution measurement control system was transformed according to the scheme, and good performances have been achieved in practical application.

scholarly journals Ubiquitous computing: a learning system solution in the era of industry 4.0

2020 ◽  
Vol 14 (1) ◽  
pp. 23
Author(s):  
Wildan Toyib ◽  
Delvis Agusman ◽  
Hari Ramza
Keyword(s):  
Ubiquitous Computing ◽  
Industry 4.0 ◽  
Learning System ◽  
System Solution

scholarly journals Design of Intelligent and Open Avionics System Onboard

2021 ◽  
Author(s):  
Changqing Wu ◽  
Xiaodong Han ◽  
Yakun Wang
Keyword(s):  
High Performance ◽  
Modular Design ◽  
High Reliability ◽  
Electronic System ◽  
Centralized Management ◽  
Satellite Platform ◽  
Continuous Service ◽  
Distributed Measurement ◽  
Application Requirements ◽  
New Generation

The continuous development of space missions has put forward requirements for high performance, high reliability, intelligence, effective integration, miniaturization, and quick turn around productization of the electronic system of satellites. The complexity of satellites has continued to increase, and the focus of satellite competition has shifted from the launch of success shifts to communication capacity, performance indicators, degree of flexibility, and continuous service capabilities. So, the importance of onboard avionics system is becoming increasingly prominent. In the future, the advanced avionics system integrates most of the platform’s electronic equipment. The design level of the system largely determines the performance of the satellite platform. This chapter focuses on the application requirements of the new generation of intelligent avionics system for future communication satellites and adopts an “open” architecture of “centralized management, distributed measurement and drive, and software and hardware ‘modular’ design” to build a universal, standardized, and scalable intelligent avionics system.

scholarly journals Analysis of the visibility and signal strength of the LoRaWAN network in an urbanized area – a case study of the Bielany campus at the Nicolaus Copernicus University in Toruń

2021 ◽  
Vol 54 (54) ◽  
pp. 137-149
Author(s):  
Dominika Karpińska ◽  
Mieczysław Kunz
Keyword(s):  
High Sensitivity ◽  
Environmental Data ◽  
Network Access ◽  
Data Logger ◽  
Measuring Device ◽  
Pollution Levels ◽  
Custom Made ◽  
Night Sky ◽  
Distributed Measurement ◽  
Nicolaus Copernicus

Abstract In order to assess or determine the overall quality of the surrounding geographical environment, it is necessary to measure selected factors that directly or indirectly affect its condition. The aspects to be monitored include i.a. air pollution levels, surface water purity, soil erosion rates, as well as night sky light pollution, a phenomenon increasingly often observed with the unaided eye. To collect data on the night sky brightness on a regular basis, a remote measuring device was designed and constructed using specialised electronic components, wireless communication, programming code, a high-sensitivity digital light data logger and custom-made programme code. LPWAN networks, including LoRa technology, were developed to support a number of mobile devices where long wireless operation is a priority. To determine the potential use of LoRa technology, as well as to plan the target locations of network access gates (gateways) and the deployment of measuring devices for the collection of environmental data, tests of signal coverage and signal visibility, including measurements of its strength, were carried out in a selected, compact part of the city of Toruń. The paper presents the results of research on the visibility of the LoRa network in a built-up area, such as a university campus, using antennas of two different lengths. The obtained results can be used to design distributed measurement networks in areas with varying density of buildings.

scholarly journals PENILAIAN PENGAMANAN TEKNOLOGI PADA SISTEM PEMBELAJARAN ELEKTRONIK MENGGUNAKAN INDEKS KEAMANAN INFORMASI DI POLITEKNIK NEGERI BATAM

2019 ◽  
Vol 3 (1) ◽  
pp. 162-171
Author(s):  
Muhammad Ramadhan Slamet ◽  
Febrina Wulandari ◽  
Diah Amalia
Keyword(s):  
Information Security ◽  
Organizational Development ◽  
Electronic System ◽  
Development Stage ◽  
Learning System ◽  
Actual Condition ◽  
Maturity Level ◽  
Electronic Learning ◽  
High Dependency ◽  
Security Index

As an electronic learning system organizer State Polytechnic of Batam (Polibatam) must arrange secured electronic learning system. Ministry of Communication and Information of Indonesia expects the organizations which arrange electronic system can perform SNI ISO 27001 certification related to information security. Information security condition on organizations which will perform on certifiation is expected on maturity level at III+ (Directorate of Information Security Team, 2011). On the other hand, there is a gap between expected conditon and actual condition. Information security index (KAMI) is a tool to assess the implementation of information security that has been done. This research is assessed related to technology component because of high dependency of organization on technology. The purpose of research is to identify how far the security of technology at State Polytechnic of Batam by using information security index. Based on research, electronic learning system that is organized by State Polytechnic of Batam is low categorized. The total percentage is 65 or 54,17% out of maximum percentage. Therefore, the maturity level of technology security is on maturity level II which means the maturity level of technology security is under the expected maturity level for minimum readiness certification on III+. It is caused the position of State Polyetechnic of Batam is on a organizational development stage. Moreover, the focus of organization is related on operational, not strategic.

scholarly journals Developing Multisensory Approach to the Optical Spectral Analysis

Sensors ◽  
2021 ◽  
Vol 21 (10) ◽  
pp. 3541
Author(s):  
Andrey Bogomolov
Keyword(s):  
Spectral Analysis ◽  
Process Analytical Technology ◽  
Ecological Monitoring ◽  
Medical Diagnostics ◽  
Optical Systems ◽  
Multisensor Systems ◽  
Development Methodology ◽  
Application Fields ◽  
Pharmaceutical Production ◽  
Analytical Technology

This article presents an overview of research aimed at developing a scientific approach to creating multisensor optical systems for chemical analysis. The review is mainly based on the author’s works accomplished over the recent 10 years at Samara State Technical University with broad international cooperation. It consists of an introduction and five sections that describe state of the art in the field of optical sensing, suggested development methodology of optical multisensor systems, related aspects of experimental design and process analytical technology followed by a collection of practical examples in different application fields: food and pharmaceutical production, medical diagnostics, and ecological monitoring. The conclusion summarizes trends and prospects of the multisensory approach to optical spectral analysis.

scholarly journals PERANCANGAN DAN IMPLEMENTASI E LEARNING BERBASIS WEB PADA UNIVERSITAS DHYANA PURA DENGAN METODE RANDOM MATRIX

2017 ◽  
Vol 3 (1) ◽  
Author(s):  
Ni Putu Dian Kartika Sari ◽  
Wayan Supriana ◽  
Made Agung Raharja
Keyword(s):  
Information System ◽  
Learning Process ◽  
Random Matrix ◽  
Teaching And Learning ◽  
Computer Network ◽  
Electronic System ◽  
Learning System ◽  
Web Based ◽  
E Learning ◽  
Teaching Learning

ABSTRACT<br /><br />Dhyana Pura University is a university that has a website as a means to provide<br />information to students and the public, but on the web that is owned by the University Dhyana<br />Pura does not have E-learning facilities. One way to make teaching and learning process more<br />effective and efficient is to design and implement e-learning information system so that the<br />teaching and learning process can not only be done while in the classroom, but not limited by<br />space and time.<br />E-Learning is a type of teaching learning that allows the delivery of teaching materials to<br />students by using the media Internet, Intranet or other computer network media.<br />The results of this study is a web-based information system that contains some facilities<br />such as quiz that allows students to implement quiz online. This research uses Random Matrix<br />method, where the quiz which is done by the student will be randomized. Web-based online<br />learning system is built to support the process of lectures by using an electronic system, so as to be<br />able to support a learning process and can provide a new venue about teaching learning process<br />especially for students at Dhyana Pura University.<br />Keyword :Dhyana Pura University, Information System, Website, Internet, Random Matrix.<br />ABSTRAK<br />UniversitasDhyana Pura adalah universitas yang telah memiliki website sebagai sarana<br />untuk memberi informasi kepada mahasiswa dan publik, namunpada web yang telah dimiliki oleh<br />Universitas Dhyana Pura belum memiliki fasilitas E-learning.Salah satu cara untuk membuat<br />proses belajar mengajar menjadi lebih efektif dan efisien adalah dengan merancang dan<br />mengimplementasikan sistem informasi e-learning sehingga proses belajar mengajar tidak hanya<br />bisa dilaksanakan saat di kelas saja, tapi tidak terbatas oleh ruang dan waktu.<br />E-Learning merupakan suatu jenis belajar mengajar yang memungkinkan<br />tersampaikannya bahan ajar ke siswa dengan menggunakan media Internet, Intranet atau media<br />jaringan komputer lain.<br />Hasil penelitian ini adalah sistem informasi berbasis web yang berisi beberapa fasilitas seperti quiz<br />yang memungkinkan mahasiswa melaksanakan quiz secara online. Penelitian ini menggunakan<br />metode Random Matrix, dimana quiz yang kerjakan oleh mahasiswa akan diacak secara random.<br />Sistem pembelajaran online berbasis web ini dibangun untuk menunjang proses perkuliahan<br />dengan menggunakan suatu sistem elektronik, sehingga mampu untuk mendukung  suatu proses<br />pembelajaran dandapat memberikan vasilitasbaru mengenai proses belajar mengajar khususnya<br />bagi mahasiswa pada Universitas Dhyana Pura.<br /><br />Kata kunci :UniversitasDhyana Pura, Sisteminformasi, Website, Internet, Random Matrix

scholarly journals Conceptual view approach of Machine Learning Based Recommendation System

2021 ◽  
Vol 23 (07) ◽  
pp. 1165-1173
Author(s):  
G NageswaraRao ◽  
◽  
P Om Sreeja ◽  
T Anusha ◽  
K Kethan Surya Kumar ◽  
...  
Keyword(s):  
Machine Learning ◽  
Deep Learning ◽  
Literature Review ◽  
Human Brain ◽  
Recommendation System ◽  
Motion Pictures ◽  
Learning System ◽  
Learning Approaches ◽  
Learning Models ◽  
Neural Learning

The paper explains the use of machine learning approaches and especially throws light on the issue of user-based recommender frameworks. The new sort of framework which has been received by this exploration is a blend of profound learning baed and client recommender type arrangement of AI. Therefore, the model of a hybrid system of deep learning system has been incorporated into this research which used the convolutional neural learning models. This system of learning has been explained as the method which is used to study various users’ preferences in order to see their clicks. The information utilizes considering the inclinations or proposals of the clients is utilized in such a manner to direct these machines. In the client proposals frameworks, the innovation of computerized reasoning is utilized with the goal that the machines could learn things like a human brain. In the section of the literature review, the researcher has emphasized the various models which are used in machine learning. The systems which play a role in the users’ recommender systems involve examining the preferences of these users who use these systems. The system which has been utilized for this exploration is examining different characters who watch various motion pictures which have a place with two classifications of activity and parody. Thus, the information which has been gathered examined and anticipated the inclinations of these clients by considering the aa around gave information. Hence, there are various datasets that are used in this paper to predict the users’ preferences.

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