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LEMBARHASIL PENILAIAN SEJAWAT SEBIDANG ATAU PEER REVIEW
KARYA ILMIAH : PROSIDING
Judul Karya Ilmiah : Smart Greetthings: Smart Greenhouse Based on Internet of Things for EnvironmentalEngineering
Jumlah Penulis : 6 orang (Aghus Sofwan, Sumardi, Alif Ihza Ahmada, Ibrahim, Kustopo Budiraharjo,Karno)
Status Pengusul : Penulis Ke-1Identitas Prosiding : a. Judul Prosiding : International Conference on Smart
Technology and Applications (ICoSTA) 2020b. ISBN/ISSN : 978-172813083-5c. Thn Terbit, Tempat Pelaks. : 2020, Surabaya, Indonesiad. Penerbit/Organiser : IEEE Xplore digital librarye. Alamat Repository/Web : https://ieeexplore.ieee.org/document/9079264
Alamat Artikel : https://doc-pak.undip.ac.id/7677/1/ICoSTA48221.2020.1570614124.pdf
f. Terindeks di (jika ada) : Scopus
Kategori Publikasi Makalah : √ Prosiding Forum Ilmiah Internasional(beri pada kategori yang tepat) Prosiding Forum Ilmiah Nasional
Hasil Penilaian Peer Review :
KomponenYang Dinilai
Nilai Reviewer
Nilai Rata-rataReviewer I Reviewer II
a. Kelengkapan unsur isi prosiding (10%) 2,00 2,50 2,25b. Ruang lingkup dan kedalaman pembahasan (30%) 7,00 7,00 7,00c. Kecukupan dan kemutahiran data/informasi dan
metodologi (30%)7,00 7,00 7,00
d. Kelengkapan unsur dan kualitas terbitan/prosiding(30%) 7,00 7,50 7,25Total = (100%) 23,00 24,00 23,50
Nilai Pengusul = (60% x 23,50) = 14,10
Semarang,
Reviewer 2
Dr. Wahyudi, S.T., M.T.NIP. 196906121994031001Unit Kerja : Teknik Elektro FT UNDIP
Reviewer 1
Dr. Eng. Wahyul Amien Syafei, ST, MTNIP. 197112181995121001Unit Kerja : Teknik Elektro FT UNDIP
LEMBARHASIL PENILAIAN SEJAWAT SEBIDANG ATAU PEER REVIEW
KARYA ILMIAH : PROSIDING
Judul Karya Ilmiah : Smart Greetthings: Smart Greenhouse Based on Internet of Things for EnvironmentalEngineering
Jumlah Penulis : 6 orang (Aghus Sofwan, Sumardi, Alif Ihza Ahmada, Ibrahim, Kustopo Budiraharjo,Karno)
Status Pengusul : Penulis Ke-1Identitas Prosiding : a. Judul Prosiding : International Conference on Smart
Technology and Applications (ICoSTA) 2020b. ISBN/ISSN : 978-172813083-5c. Thn Terbit, Tempat Pelaks. : 2020, Surabaya, Indonesiad. Penerbit/Organiser : IEEE Xplore digital librarye. Alamat Repository/Web : https://ieeexplore.ieee.org/document/9079264
Alamat Artikel : https://doc-pak.undip.ac.id/7677/1/ICoSTA48221.2020.1570614124.pdf
f. Terindeks di (jika ada) : Scopus
Kategori Publikasi Makalah : √ Prosiding Forum Ilmiah Internasional(beri pada kategori yang tepat) Prosiding Forum Ilmiah Nasional
Hasil Penilaian Peer Review :
KomponenYang Dinilai
Nilai Maksimal Prosiding Nilai AkhirYang
DiperolehInternasional
Nasional
a. Kelengkapan unsur isi prosiding (10%) 2,50 2,00b. Ruang lingkup dan kedalaman pembahasan
(30%)7,50 7,00
c. Kecukupan dan kemutahiran data/informasi danmetodologi (30%)
7,50 7,00
d. Kelengkapan unsur dan kualitasterbitan/prosiding(30%)
7,50 7,00
Total = (100%) 25,00 23,00Nilai Pengusul = (60% x 23,00) = 13,80
Catatan Penilaian Paper oleh Reviewer :1. Kesesuaian dan kelengkapan unsur isi paper: Makalah telah memenuhi unsur isi paper dalam sebuah prosiding
yang terdiri abstract, introduction, the architecture of proposed system yang berisi desain, results and discussions,dan conclusion, serta dilengkapi references. (Nilai= 2)
2. Ruang lingkup dan kedalaman pembahasan: Ruang lingkup makalah adalah pemanfaatan IoT untuk rekayasalingkungan pada sebuah greenhouse. Rancangan hardware dan software dalam arsitektur IoT dipaparkan cukupmendalam. (Nilai= 7)
3. Kecukupan dan kemutakhiran data/informasi dan metodologi: Makalah mempunyai 11 referensi mutahir yangsemuanya di bawah 5 tahun terakhir saat makalah dibuat dan dipaparkan dalam international conference. (Nilai= 7)
4. Kelengkapan unsur dan kualitas terbitan: Makalah sudah memenuhi unsur kelengkapan pada prosiding yangterindeks di IEEExplore dan Scopus. (Nilai= 7)
Semarang,Reviewer 1
Dr. Eng. Wahyul Amien Syafei, ST, MTNIP. 197112181995121001Unit Kerja : Teknik Elektro FT UNDIP
25
LEMBARHASIL PENILAIAN SEJAWAT SEBIDANG ATAU PEER REVIEW
KARYA ILMIAH : PROSIDING
Judul Karya Ilmiah : Smart Greetthings: Smart Greenhouse Based on Internet of Things for EnvironmentalEngineering
Jumlah Penulis : 6 orang (Aghus Sofwan, Sumardi, Alif Ihza Ahmada, Ibrahim, Kustopo Budiraharjo,Karno)
Status Pengusul : Penulis Ke-1Identitas Prosiding : a. Judul Prosiding : International Conference on Smart
Technology and Applications (ICoSTA) 2020b. ISBN/ISSN : 978-172813083-5c. Thn Terbit, Tempat Pelaks. : 2020, Surabaya, Indonesiad. Penerbit/Organiser : IEEE Xplore digital librarye. Alamat Repository/Web : https://ieeexplore.ieee.org/document/9079264
Alamat Artikel : https://doc-pak.undip.ac.id/7677/1/ICoSTA48221.2020.1570614124.pdf
f. Terindeks di (jika ada) : Scopus
Kategori Publikasi Makalah : √ Prosiding Forum Ilmiah Internasional(beri pada kategori yang tepat) Prosiding Forum Ilmiah Nasional
Hasil Penilaian Peer Review :
KomponenYang Dinilai
Nilai Maksimal Prosiding Nilai AkhirYang
DiperolehInternasional
Nasional
a. Kelengkapan unsur isi prosiding (10%) 2,50 2,50b. Ruang lingkup dan kedalaman pembahasan
(30%)7,50 7,00
c. Kecukupan dan kemutahiran data/informasi danmetodologi (30%)
7,50 7,00
d. Kelengkapan unsur dan kualitasterbitan/prosiding(30%)
7,50 7,50
Total = (100%) 25,00 24,00Nilai Pengusul = (60% x 24,00) = 14,40
Catatan Penilaian Paper oleh Reviewer :a) Kesesuaian dan kelengkapan unsur isi paper: Makalah berisi unsur-unsur pendahuluan, arsitektur dari sistem yang dibuat,
hasil testing sistem, kesimpulan serta terdapat daftar pustaka
b) Ruang lingkup dan kedalaman pembahasan: Ruang lingkup pembahasan cukup mendalam terkait yang menjadi pokokbahasan yang berisi desain rangkaian perangkat keras/lunak hingga hasil pengujian sistem yang dibuat. Tidak ada referensi yangdiacu dalam pembahasan hasil dan diskusi.
c) Kecukupan dan kemutakhiran data/informasi dan metodologi: Topik IoT dan dan protokol MQTT pada paper ini didukungdengan referensi yang mutahir kurang dari 10 tahun. Metoda yang dilakukan dipaparkan dengan jelas dan terstruktur dalammakalah.
d) Kelengkapan unsur dan kualitas terbitan: Unsur pembahasan lengkap, kualitas terbitan baik, dipresentasikan pada konferensiinternasional ICOSTA 2020 (terindeks di IEEExplore dan Scopus)
Semarang,Reviewer 2
Dr. Wahyudi, S.T., M.T.NIP. 196906121994031001Unit Kerja : Teknik Elektro FT UNDIP
25
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Proceeding - ICoSTA ����: ���� International Conference on Smart Technology and Applications: Empowering Industrial IoT by
Implementing Green Technology for Sustainable Development • February ���� • Article number ������� • ���� International
Conference on Smart Technology and Applications, ICoSTA ����, Surabaya, �� February ���� - null, ������
Smart Greetthings: Smart Greenhouse Based on
Internet of Things for Environmental Engineering
Sofwan A. , Sumardi S. , Ahmada A.I. , Ibrahim I. , Budiraharjo K. , Karno K.
Save all to author list
a a a a b c
Diponegoro University, Department of Electrical Engineering, Semarang, Indonesia
Diponegoro University, Department of Agribusiness, Semarang, Indonesia
Diponegoro University, Department of Agroecotechnology, Semarang, Indonesia
a
b
c
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Abstract
A greenhouse aims to provide optimum light and protect plants from the adverse climate which
delivers an optimum environment for plant growth. A smart greenhouse is built with capability in
Cited by 1 document
, ,
(2021) ACM InternationalConference Proceeding Series
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environment manipulation. The smart device is installed in the greenhouse consists of many sensors,
which measures environment parameters, such as temperature and air humidity. One of the
environmental key parameters is temperature. The device uses this parameter to provide proper
temperature for plant growth. The measured data is sent to the data server by utilizing the Message
Queuing Telemetry Transport (MQTT) protocol through the Internet of Things (IoT) architecture. The
smart device has succeeded in measuring parameters and performed environmental engineering. The
temperature and air humidity sensors have average error measurements with values of 0.9 degrees
Celsius and 7.22 percentage. Moreover, the device has been successful in transmitting the measured
data by using the MQTT protocol. © 2020 IEEE.
Author keywords
environmental engineering; greenhouse; Internet of Things; MQTT; sensors
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References (11)
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20 February 2020 Mercure Hotel Surabaya Jl Raya Darmo 68 - 78 60264 SURABAYA
PROCEEDING
2020 International Conference on Smart Technology and Applications (ICoSTA)
IEEE Part Number : CFP20OSW-ART
ISBN : 978-1-7281-3083-5
Empowering Industrial IoT by Implementing Green Technology for Sustainable Development
icosta.ubhara.ac.id
8/24/2021 ICoSTA 2020
https://icosta.ubhara.ac.id/2020#speaker 5/13
Conference TopicsThe theme of this conference is "Empowering Industrial IoT by implementing green technology for sustainable development". Many research topics can becovered due to the Empowering Industrial IoT, which is based on green technology and its contribution to all aspects of the sustainable development such as:Industrial Internet of Thing, Green technology, Sustainable development (innovation), Artificial Intellegence (AI), Smart technology, etc. Topic of interestincludes, but not limited to:
Computer Science and Information Technology
Electrical Electronic Technology
Biomedical Signal and Image Processing & AnalysisComputer and Communication NetworksComputer and Information SecurityComputing AlgorithmsData mining and Big DataDigital ForensicsDigital Signal and Image ProcessingEmbedded SystemForecasting and analysisGame Technology and Game Engineering
Information Systems and ManagementIoT and Ubiquitous ComputingMultimedia Information ProcessingRemote Sensing and GISSoft Computing and Machine LearningTelecommunication, Propagation and NetworkingVision, Graphics, and VisualizationWeb IntelligentWireless Sensor Network and Mobile Communications
Energy, Power Generation and DistributionElectromagnetic and Radio PropagationMicroelectronic Circuits and SystemsElectric Motor and DrivesPower ElectronicsSystem Identification and Control
Mechatronics, Robotics, Cybernetics, Engineering, Manufacturing, and ControlControl Systems and Embedded SystemCircuits, Sensors, and DevicesMobile/Ad Hoc Wireless networks, Mobicast, Sensor Placement, and Target TrackingManufacturing AutomationProcess, Manufacturing, and Control
Keynote Speakers
8/24/2021 ICoSTA 2020
https://icosta.ubhara.ac.id/2020#speaker 6/13
The invited speakers are experts in the topics related to the theme of the conference "Empowering Industrial IoT by implementing green technology forsustainable development". They come from universities in Thailand, Taiwan, Philippine also Indonesian.
Prof. Dr. Ir. Mochamad Ashari (Institut Teknologi Sepuluh Nopember (ITS) Surabaya, Indonesia)
8/24/2021 ICoSTA 2020
https://icosta.ubhara.ac.id/2020#speaker 7/13
Prof. Hung Yee Shu (Hung Kuang University of Technology, Taiwan)
8/24/2021 ICoSTA 2020
https://icosta.ubhara.ac.id/2020#speaker 8/13
Assoc. Prof. Dr.-Ing. Boonyang Plangklang (Rajamangala University of Technology Thanyaburi / RMUTT, Thailand)
8/24/2021 ICoSTA 2020
https://icosta.ubhara.ac.id/2020#speaker 9/13
Dr. Angelo A. Beltran Jr. (Adamson University, Philippines)
v
Organizing Committee
General Chair
Dr. Rr. Ani Dijah Rahajoe, S.T., M.Cs (Universitas Bhayangkara Surabaya, Indonesia)
General Co-Chair
Rifki Fahrial Zainal, S.T., M.Kom (Universitas Bhayangkara Surabaya, Indonesia)
Technical Program Committee Chair
Dr. Ir. Saidah, M.T (Universitas Bhayangkara Surabaya, Indonesia)
Technical Program Committee Co-Chair
Dr. Bambang Purwahyudi S.T., M.T (Universitas Bhayangkara Surabaya, Indonesia)
Advisory Board
Prof. Wu Xi Ph.D (Chengdu University of Information Technology, China)
Prof. Lin Peng Ph.D (Shantou University, China)
Prof. Dr. D. K. Lobiyal (Jawaharlal Nehru University, India)
Prof. Dr. Taufik (California Polytechnic State University, USA)
Prof. Sun Xingyang (Yangzhou Polytechnic Institute, China)
Prof. Dr. Ir Jazi Eko Istiyanto,M.Sc., IPU,ASEAN Eng (Universitas Gadjah Mada, Indonesia)
Prof. Dra. Sri Hartati, M.Sc.,P.hD (Universitas Gadjah Mada, Indonesia)
Prof. Dr. Ir. Mochamad Ashari, M.Eng. (Institut Teknologi Sepuluh Nopember, Indonesia)
Prof. Dr. Ir. Mauridhi Hery Purnomo, M.Eng. (Institut Teknologi Sepuluh Nopember, Indonesia)
Prof. Ir. H. Ontoseno Penangsang, M.Sc, Ph.D (Institut Teknologi Sepuluh Nopember, Indonesia)
Prof. Dr. Ir. Adi Supriyanto MT (Institut Teknologi Sepuluh Nopember, Indonesia)
Prof. Dr. Ir. Achmad Jazidie, M.Eng (Institut Teknologi Sepuluh Nopember, Indonesia)
Prof. Dr. Yoyon K. Suprapto (Institut Teknologi Sepuluh Nopember, Indonesia)
vi
Prof. Dr. Gamantyo Hendrantoro (Institut Teknologi Sepuluh Nopember, Indonesia)
Prof. Dr. Ir. Mohammad Nuh, DEA (Institut Teknologi Sepuluh Nopember, Indonesia)
Prof. Dr. Anton Satri Prabuwono (King Abdul Aziz University, Saudi Arabia)
Prof. Dr. Eng. Safarudin (Universitas Hasanuddin, Indonesia)
Prof. Ir. Rukmini Sari Hartati MT., Ph.D (Universitas Udayana, Indonesia)
Prof. Dr. Bambang Riyanto (Institut Teknologi Bandung, Indonesia)
Prof. Dr. Iwa Garniwa (Universitas Indonesia, Indonesia)
Prof. Arif Junaidi (Institut Teknologi Sepuluh Nopember, Indonesia)
Prof. Ida Ayu Giriantari (Universitas Udayana, Indonesia)
Prof. Joko Lianto Buliali Ph.D. (Institut Teknologi Sepuluh Nopember, Indonesia)
Technical Program Committee
Dr. Adhi Dharma Wibawa (Institut Teknologi Sepuluh Nopember, Indonesia)
Dr. Ir. Dian Retnosavitri (Universitas Dian Nuswantoro, Indonesia)
Dr. Ir. Mohamad Haddin (Universitas Islam Sultan Agung, Indonesia)
Dr. Yusron (Universitas Hasanuddin, Indonesia)
Dr. Muhammad Rivai (Institut Teknologi Sepuluh Nopember, Indonesia)
Dr. Ing. MHD. Reza M.I. Pulungan, S.Si.,M.Sc (Universitas Gadjah Mada, Indonesia)
Afiahayati,S.Kom.,M.Cs.,Ph.D (Universitas Gadjah Mada, Indonesia)
Dr. Ahmad Ashari,M.Kom (Universitas Gadjah Mada, Indonesia)
Dr. Drs. Azhari, MT (Universitas Gadjah Mada, Indonesia)
Drs. Agus Harjoko,M.SC.,Ph.D (Universitas Gadjah Mada, Indonesia)
Dr. Suprapto,M.Kom (Universitas Gadjah Mada, Indonesia)
Drs. Edi Winarko,M.Sc.,Ph.D (Universitas Gadjah Mada, Indonesia)
Dr. Yohanes Suyanto,M.I.Kom (Universitas Gadjah Mada, Indonesia)
Dr. Agfianto Eko Putra, M.Si (Universitas Gadjah Mada, Indonesia)
Dr. tech Khabib Mustofa, S.Si., M.Kom (Universitas Gadjah Mada, Indonesia)
Anny Kartika Sari,S.Si., M.Sc., Ph.D (Universitas Gadjah Mada, Indonesia)
Wahyono, S.Kom., Ph.D (Universitas Gadjah Mada, Indonesia)
Drs. Retantyo Wardoyo,M.Sc., Ph.D (Universitas Gadjah Mada, Indonesia)
xxi
Table of Contents
Title i
Copyright ii
Message From The General Chair iii
Speech From The Rector of University of Bhayangkara Surabaya iv
Organizing Committee v
Parallel Class Schedule vi
Table of Contents xxi
Papers
Parallel Class 1
Improved K-Means Algorithm on Home Industry Data Clustering in the Province of Bangka Belitung
1
Classification of Student Academic Performance using Fuzzy Soft Set 7
Segmentation of Customer Experience of YouTube Streaming Application Users in South Jakarta using K-means Method
13
Comparison of Distance Function to Performance of K-Medoids Algorithm for Clustering
18
A Survey on Multimodal Information Retrieval Approach 24
Improvement of Data Accuracy on Backpropagation Neural Network-based Automatic Control System for Wheeled Robot
30
A Review of Iris Recognition System ROI and Accuracy 35
A Survey on Visualization Techniques to Narrate Interpersonal Interactions between Sportsmen
41
Comparison of SVM and BPNN Methods in The Classification of Batik Patterns Based on Color Histogram And Invariant Moments
47
Parallel Class 2
Performance comparison of wireless protocol IEEE 802.11ax vs IEEE 802.11ac 51
Improving Intrusion Detection System by Estimating Parameters of Random Forest in Boruta
56
Pearson Correlation Attribute Evaluation-based Feature Selection for Intrusion Detection System
62
Port Session Communication Analysis Using Density-Based Clustering For Host Anomaly and Risk Activity Analysis
67
xxii
The QoS Improvement Using CDN for Live Video Streaming with HLS 73
Detecting Features of Middle Size Soccer Field using Omnidirectional Camera for Robot Soccer ERSOW
78
Performance Analysis of Self-Organizing Map Method for Wheeled Robot Control System
84
Development of Localization Technique using Trilateration Algorithm for E-Puck2 Robot
89
Integration of N-GCPSO Algorithm with Spatial Particle Extension Algorithm for Multi-Robot Search
95
Design of Restaurant Billing System (E Bill Resto) by Applying Synchronization of Data Billing in Branch Companies to Main Companies Based on Rest API
99
Paralell Class 3
Automatic Sign of Commencement of Work from Enterprise Resource Planning 104
Improve Smart Waste Management to Preserve Tourist Attractions Yogyakarta in IoT Environment
110
Industry 4.0 strategic alignment framework: Multilevel perspective of digital transition in Indonesia
116
Design of Soil Humidity Monitoring System Using the Internet of Things Concept and MQTT Protocol
122
A Change Management Model for Information Systems Implementation 128
Android Application for Advanced Security System based on Voice Recognition, Biometric Authentication, and Internet of Things
134
The Combination of Analytical Hierarchy Process and Simple Multi-Attribute Rating Technique for The Selection of The Best Lecturer
140
Development of Automatic Plant Irrigation System using Soil Moisture Sensors for Precision Agriculture of Chili
145
Feature Selection Based on Modified Harmony Search Algorithm 149
Parallel Class 4
Design and Implementation of an Emergency Datacasting System Using 2-meter Amateur Radio Band
156
Design of Wireless Electromyography (EMG) Monitoring System for Muscle Activity Detection on Parkinson Disease
161
Characterization of Magnetic Induction Coil Sensor for Void Detection in Steel Plate
165
Multiband Microstrip Antenna Design for Radio Frequency Identification (RFID) Application
170
xxiii
Theta, Alpha and Beta Activity in the Occipital Based on EEG Signals for Mental Fatigue in High School Students
175
The Effect of Harmonics on Purification Scheduling of Transformer Oil Insulation to Restrain The Degradation Rate
182
An HF Digital Communication System Based on Software-Defined Radio 186
Capacity Analysis for Hybrid Beamforming MIMO Channel using Discrete Cosine Transform and Antenna Selection
191
Solar Energy Monitoring System Design Using Radio Frequency For Remote Areas
195
Parallel Class 5
Analysis of Short Circuit on Four Types Wind Power Plants as Distributed Generation
201
Power Quality Enhancement on Hybrid Power Plants Using Shunt Passive Power Filter and Detuned Reactor
206
Load Factor Improvement on Daily Load Curve Using Pump Storage to Saving Production Cost
212
Analysis of Power Transactions on the Integrated Solar Home System 218
Analysis and Design Implementation of Modulator π/4 - Differential Quadrature Phase Shift Keying Low Power Based on FPGA
223
Fault Tolerant Control for Speed Sensorless of DC Motor 229
Power Transfer Analysis Using UPQC-PV System Under Sag and Interruption With Variable Irradiance
234
Fault-Tolerant Control Strategy Based on Reliability and Cost Analysis in Heat Recovery Steam Generator Plant
241
Design Of One Phase Inverter 250 Watt Third Harmonic Pulse Width Modulation Method In Mini-Grid Photovoltaic
247
Parallel Class 6
Data Quality Measures and Data Cleaning for Pattern Analysis Angkot Transportation in Bandung City
253
Design and Implementation of IoT-Based Smart Home Voice Commands for disabled people using Google Assistant
260
Smart Greetthings: Smart Greenhouse Based on Internet of Things for Environmental Engineering
266
Decentralized Tourism Destinations Rating System Using 6AsTD Framework and Blockchain
271
A Fuzzy Servqual Method for Evaluated Umrah Service Quality 277
xxiv
Analysis the Issue of Increasing National Health Insurance (BPJS Kesehatan) Rates through Community Perspectives on Social Media: A Case Study of Drone Emprit
283
Analysis of Malang City Readiness in Realizing Smart Tourism with New Integrated E-Readiness Model
290
IoT Based: Improving Control System For High-Quality Beef in Supermarkets 296
Design of Portable Galvanic Skin Response Sensor for Pain Sensor 301
Parallel Class 7
Prediction of Bitcoin Price Change using Neural Networks 306
Generalized Regression Neural Network For Long-Term Electricity Load Forecasting
310
Resource Optimization in Heterogeneous Networks Using Discrete Firefly Algorithm
315
A Review on Question Analysis, Document Retrieval and Answer Extraction Method in Question Answering System
320
Design of Control Algorithm for Monitoring System and Bridge Control Based on Internet of Things (IoT)
325
Optimization of DG Placement and size using PSO based on GUI 331
Natural Tele-manipulation for Robot Movement based on Motion Pattern of Arm Posture
337
Fault Classification of Induction Motor Using Discrete Wavelet Transform and Fuzzy Inference System
341
Faults Identification of Induction Motor Based on Vibration Using Backpropagation Neural Network
347
Acknowledgement to Reviewers 352
Authors Index 353
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Smart Greetthings: Smart Greenhouse Based on Internet of Things for Environmental Engineering
1st Aghus Sofwan Department of Electrical Engineering
Diponegoro University Semarang, Indonesia
4th Ibrahim Department of Electrical Engineering
Diponegoro University Semarang, Indonesia
2nd Sumardi Department of Electrical Engineering
Diponegoro University Semarang, Indonesia
5th Kustopo Budiraharjo Department of Agribusiness
Diponegoro University Semarang, Indonesia
3rd Alif Ihza Ahmada Department of Electrical Engineering
Diponegoro University Semarang, Indonesia
6th Karno Department of Agroecotechnology
Diponegoro University Semarang, Indonesia
Abstract— A greenhouse aims to provide optimum light and protect plants from the adverse climate which delivers an optimum environment for plant growth. A smart greenhouse is built with capability in environment manipulation. The smart device is installed in the greenhouse consists of many sensors, which measures environment parameters, such as temperature and air humidity. One of the environmental key parameters is temperature. The device uses this parameter to provide proper temperature for plant growth. The measured data is sent to the data server by utilizing the Message Queuing Telemetry Transport (MQTT) protocol through the Internet of Things (IoT) architecture. The smart device has succeeded in measuring parameters and performed environmental engineering. The temperature and air humidity sensors have average error measurements with values of 0.9 degrees Celsius and 7.22 percentage. Moreover, the device has been successful in transmitting the measured data by using the MQTT protocol.
Keywords— Internet of Things, sensors, greenhouse, environmental engineering, MQTT
I. INTRODUCTION
Indonesia is an agricultural country that produces agriculture for domestic and foreign consumptions. One technology for this agricultural production is greenhouse technology. It can maintain environmental factors that increase plant growth, such as temperature, sunlight, soil moisture, and air humidity, by following with the needs that are compensated at an optimal level. Information and communication technology continuously evolves, especially technology-based on the Internet of Things (IoT) [1]. One of the implementations of IoT in agriculture is a smart greenhouse. A greenhouse is a building that is framed or formed bubbly, covered with a transparent or translucent material that can continue the optimum light for production and protect plants from adverse climatic conditions for plant growth. With smart technology, we aim to improve the control of critical parameters in a greenhouse in an efficient manner with or less human interaction. Temperature is one of the critical parameters in the greenhouse that significantly affects plant growth. It will be controlled by using a microcontroller in order to environmental engineering that provides a proper temperature of the growth. Furthermore, the concept of a smart greenhouse is the integration of greenhouse environment data, which is obtained from sensors, connected to the database through IoT architecture [2]. Data of
parameters and controller is sent to the data server in Internet cloud by applying lightweight protocol of IoT, i.e., Message Queuing Telemetry Transport (MQTT) [3]. By utilization of Android smartphones, whether using an application or web browser, we can obtain many features such as reporting, input updates, and controllers can be accessed in real-time from anywhere using the Internet.
Much researches on greenhouse environment controlling have been conducted. In [4], the authors construct a controller that controls a small scale greenhouse. The controller manages some inputs and outputs of the temperature and humidity of the greenhouse in predetermined ranges. It applies fuzzy logic self-tuning PID. The authors model the greenhouse by utilizing MATLAB system toolbox. They deployed the controlled greenhouse locally, without remote application. In [5], the authors design an environmental manipulation of the greenhouse with a controller which optimizes the condition of plant cultivation. They implement ZigBee protocol communication in order to obtain a controlled greenhouse environment from adjacent sensors node. Meanwhile, there are numerous researches in IoT technology for many fields, such as in [6-11]. In [6], the authors proposed a wireless sensor network with IoT technology for a landslide warning system. They implement machine to machine communication, between node sensor to a database server, without human interaction. Data from sensors are sent through an internet connection using 3G/4G gateway. In [7] and [8], the authors designed a vehicle traffic analysis in IoT architecture. The designed system transmits analysis data from a camera node through an internet connection into a database server. In [9], the authors designed a system for mobile health monitoring using internet communication. They implemented sensor devices for measuring pulse, body temperature, and ECG signals. The measurement data then sent to the database server use the MQTT protocol. They use applications with a mobile device, which receives data from the database also by utilizing the MQTT protocol. In [10], the authors used the MQTT for system monitoring of uninterruptible power supply (UPS) in an extensive infrastructure. The MQTT is used due to a small size protocol in IoT-based communication. In [11], the authors developed a smart heater that applies the MQTT protocol. A water heater node sends its temperature, power consumption, and its status to cloud platforms by using the MQTT protocol.
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Design and Implementation of an Emergency Datacasting System Using 2-meter Amateur Radio
Band
1st Angelo Beltran Jr. Department of Electronics Engineering
Adamson University Philippines
4th Kimiko Cuerdo Department of Electronics Engineering
Adamson University Philippines
2nd Gerhard Tan Department of Technology Strategy
Globe Telecom Inc. Philippines
5th Aldrin Valdez Department of Electronics Engineering
Adamson University Philippines
3rd Sean Yves Castriciones Department of Electronics Engineering
Adamson University Philippines
6th Jett Jevin Vega Department of Electronics Engineering
Adamson University Philippines
Abstract—Even in new decades, modern communication technology is still affected by natural and man-made disasters, which threatens people’s lives and make the internet or mobile phone networks unavailable for use. The Design and Implementation of an Emergency Datacasting System using the 2-meter Amateur Radio Band prototype consisting of microcontrollers and walkie talkies operating on the 2-meter amateur radio band of 144-148 MHz. It is used to enable a two-way communication system, even without cellular service and internet, between the community, barangays, public service groups and local/national government agencies related to disaster response. With this, responding to the victims of calamities most especially to areas or communities that has no service, will be easier and faster. Once the system was on, radio transceivers in each base station communicate with each other. Wi-Fi enabled device detects and connects to an access point provided by the microprocessor, which could let 255 devices connect. When connected, it will be redirected to a specific IP address where they can send/receive private or emergency messages to and from users and admin. Users from different base stations meet at a common webpage. Microcontroller serves as the modem, which encodes and decodes the information to and from audio frequency signals, respectively. It is fed to the walkie-talkie to transmit/receive tones. Using a statistics method, the device is said to be 100 percent accurate through several tests receiving the same message without any errors, 97.6 percent reliable in the time, spanning at 8 hours through its transfer time and having an internal consistency of ‘Good’ for the user-friendliness of the webpage interface. The device improves existing datacasting systems since it does not depend on mobile networks, and it commonly uses a one way, not the two-way distribution of information.
Keywords—emergency communication, disaster response, datacasting, 2-meter amateur radio band, wireless fidelity, two-way communication
I. INTRODUCTION
The Philippines has suffered from a vast number of typhoons, cyclones, volcano eruptions, earthquakes and other natural disasters due to its location along the ring of fire. Annually, approximately 19 typhoons enter the Philippine region and 6-9 make landfall, according to Joint Typhoon Warning Center. The Philippines in 2013 was hit by typhoon Yolanda (Haiyan), one of the strongest typhoons to make landfall ever recorded in the world’s history, large area of provinces in the eastern part of the country has been
devastated, some towns were left in ruins and almost wiped out. Individuals outside the typhoon’s path depended on irregular television newsfeeds by media people on the ground, who were themselves stranded and incapable of using mobile services. For several days, survivors could not reach the government for help or get their message thru loved ones in other areas to tell them that they were alive and needed help. Numerous provinces in Central Philippines, specifically in the Visayas region, the communication was completely lost. Smart telecommunications, Sun cellular, and Globe Telecom’s 2G and 3G networks went down due to disrupted power and damaged cellular infrastructures. The whole region became practically isolated. To the public’s surprise, mobile communication systems that were supposed to be very reliable in terms of emergencies were completely wiped out in many circumstances. In a country where cellphones are everywhere and the necessity for the SMS has become part of the Filipino psyche, one could only imagine how it is like for the survivors, relief operator and the government to be cut off when communication is mostly needed [2]-[4]. Likewise, amateur radios worked effectively during disasters and emergencies. It is the most feasible method of exchanging data and information used as a means of emergency communication in the wireline, cell phones, and other standard means of communication failure [3]. According to the Philippine Amateur Radio Association (PARA), amateur radio is the only way to communicate from affected areas for several days after a disaster [1], [5]-[6]. One of the most immediate and major impacts of manmade and natural disasters is the unexpected and wide-scale breakdown or interruption of communication networks. When public communication networks fail, the effect can be widely felt and have the capability to wipe out access to all of the mobile, landline telecommunications, and even internet access for all of the emergency communication electronic devices. Whether these systems are totally or just partially knocked offline, the absence of communications systems during a natural disaster can be the difference between life and death as it affects the fast exchange of information crucial in disaster response and recovery. Finding people who may be trapped or injured becomes nearly impossible for emergency first responders, and rescue efforts are further complicated by the incapability to coordinate through the normal methods of communication [7]-[8].
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Classification of Student Academic Performance using Fuzzy Soft Set
1st Iwan Tri Riyadi Yanto Departement of Information System
Universitas Ahmad Dahlan Yogyakarta, Indonesia [email protected]
4th Rahmat Hidayat Department of Information Technology
Politeknik Negeri Padang Padang, Indonesia [email protected]
2nd Edi Sutoyo Departement of Information System
Telkom University Bandung, Indonesia
5th Azizul Azhar Ramli Faculty of Computer and Information Technology, Universiti Tun Hussein
Onn Malaysia, Malaysia [email protected]
3rd Arif Rahman Departement of Information System
Universitas Ahmad Dahlan Yogyakarta, Indonesia [email protected]
6th Mohd Farhan Md. Fudzee Faculty of Computer and Information Technology, Universiti Tun Hussein
Onn Malaysia, Malaysia [email protected]
Abstract—Students are one of the substances that need to be considered in relation to the world of education, because students are translators of the dynamics of science, and carry out the task of exploring that knowledge. As a subject with potential and, at the same time, objects in their activities and creativity, students are expected to be able to develop their qualities. The quality can be seen from the academic achievements achieved, which are evidence of the effort earned by students. Student academic achievement is evaluated at the end of each semester to determine the learning outcomes that have been achieved. If a student cannot meet certain academic criteria to be declared eligible to continue their studies, the student is declared to be not graduating on time or even dropout (DO). The high number of students not graduating on time or dropouts at higher institutions can be minimized by the policies of higher institutions by directing and detecting at-risk students in the early stages of education. Therefore, in this paper, we present the use of Fuzzy Soft Set Classification (FSSC), which is based on the Fuzzy Soft set theory to predict student graduation. The 2068 dataset was taken from the Directorate of Information Systems, Ahmad Dahlan University. The results showed that the FSSC reached up to 0.893292 in terms of accuracy. So, it is expected to be able to detect students at risk in the early stages of education so that higher education can minimize students not graduating on time or dropout by providing appropriate treatment and designing strategic programs.
Keywords— Soft Set Theory, On-time graduation rates, Classification, FSSC, Attribute selection.
I. INTRODUCTION
Higher education institutions are demanded to provide quality education for students so that they can produce knowledgeable, capable, creative, and competitive human resources. Every academic year the university organizes a new student admission process. Judging from the number of enthusiasts from each academic year of higher education can pay attention to various factors that influence the management of student capacity, one of which is the accuracy of the student's study period in accordance with the specified time. In the higher education system, students are an important asset for an educational institution, so it needs to be considered the graduation level of students on time. The percentage of the ups and downs of students' ability to complete their studies on time is one element of the
university's accreditation assessment. For this reason, there is a need for monitoring and evaluation of the tendency for students to graduate on time or not.
Generally, in Indonesia, evaluations of student academic activities are expressed in semester credit units (SKS). The SKS is a system of providing education using semester credit units and using semester time units consisting of 2 semesters in an academic year. A student can be declared graduated after completing a certain number of credits. For example, undergraduate students require to complete 144-160 credits, diploma programs require 110-120 credits. A Grade point average (GPA) is a number that shows the cumulative achievement or progress of student learning, starting from the first semester to the last semester that has been taken. A Cumulative Grade Point Average (CGPA) and GPA are used as criteria to provide academic evaluations and study evaluations at the end of the program. Students are allowed to take semester study loads that are less than the minimum amount allowed, but are not allowed to take semester study loads that are greater than the maximum amount allowed.
Higher education needs to detect student behavior so that the factors that can cause student failure can be identified so that it can determine the level of graduation according to the specified study period, including the low academic ability, age of college admission, achievement index or other factors. In each academic year, there are some things that are not balanced between incoming and outgoing students in completing their studies. Moreover, the large number of student intakes is not balanced with students who graduate on time in accordance with the provisions of 4 years or 8 semesters. As a result, there is a large accumulation of students in each graduation period so that the academic process does not run optimally.
As a higher education, knowing the level of graduation on time for students in advance is important. The aim is to find out the performance of students and study programs that can plan strategic programs so that in the future, it can improve on-time graduation rates of students [1]. The on-time graduation rates can be increased by improving the quality of learning and academic services for students. In addition, if the time for completion of student studies can be predicted, then the handling of students will be more
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Industry 4.0 strategic alignment framework:Multilevel perspective of digital transition in
IndonesiaNunung Nurul Qomariyah
Computer Science Department, Faculty of Computing and MediaBina Nusantara UniversityJakarta, Indonesia, 11480
Anjar PriandoyoEnvironment Dept., University of York
York, United KingdomTechnology Consulting - PwC Indonesia
Abstract—Industry 4.0 as a concept and process is growingrapidly. In Indonesia there are many companies that are aware ofthe need to prepare the company in adapting Industry 4.0 trendsinto their business process. However when implementing Industry4.0 capabilities into the company, there are many challenges thatare difficult to face. This study proposed a new methodology toalign between Industry 4.0 capabilities and strategic developmentprocess in the company. This study combines two differentframework which are TOGAF Architecture Development Method(TOGAF ADM) and Indonesia Industry 4.0 Readiness Index(INDI4.0) to develop a new strategic alignment framework thatcan help company to have an Industry 4.0 capabilities while atthe same time still aligned with the company priorities.
Index Terms—Industry 4.0, Technological Transition, Strategy
I. INTRODUCTION
Industry 4.0 is an umbrella term for various technologytrends such as the Internet of Things (IOT), cloud computing,and artificial intelligence. As a term, Industry 4.0 begin topopularize in 2011 by the German government to promote theuse of computerization in manufacturing [1]. As an umbrellaterm, Industry 4.0 also might be used interchangeably withsimilar umbrella term such as Smart City in the residentialsector or a related term such as Service 4.0, Work 4.0 andGovernment 4.0 [2]. The goal of industry 4.0 is to apply all theprinciples such as interconnection, cyber security to artificialintelligence in all layer of industrial process.
Industry 4.0 also can be seen as a process of transitioninstead as an object. When Industry 4.0 seen as a process, thereare several actors, technological, and social aspects that needto be considered in analyzing this transition. As a process thesuccessful implementation of Industry 4.0 not only dependingon the company or its industry readiness but also other criticalfactors such as government, education and society support inthe industry 4.0 transition.
In Indonesia, as a concept, Industry 4.0 is not somethingnew. The technology trends that shape Industry 4.0 is al-ready available since the early 2000s during the rise ofinternet based technology or since the early 2010s during therise of smartphone. The cloud computing for example also
predates the industry 4.0 concept that just comes recently.The introduction of automation in the industry also is notsomething new. The technological transition of the industry4.0 supporting technology is happened in the past already,with some transition is still ongoing.
II. INDUSTRY 4.0 IN INDONESIA
Understanding how the past technological transition inIndonesia is very important to be able to visioning the futuretrends. A recent Industry 4.0 trends in period 2014-2019 forexample is an important background to understand how thecomplexity of this transition is shaped and what factor thatinfluencing this transition. This transition can be explained bymultilevel perspective theory.
As a developing country, Indonesia adoption for Industry4.0 is different compared to the technological transition indeveloped countries [3]. In Indonesia for example the sourceof technological innovation is not coming from inside of thecountry but more bring from another country. In Indonesia, theindustry 4.0 as concept begin to popularize as early as 2015.This transition can be explained by several timelines whichare technological timeline, business and market timeline andgovernment timeline.
A. 2.1 Niche innovation (Technological timeline)
Any technological innovation always start with somethingsmall and often unpredictable. The same situation also appliedin Indonesia. In the analysis of technological transition, findinga cut off of when technology started to develop rapidly is oftendifficult. However, in Indonesia there are certain characteristicsthat can specify the cut of and the rate of technologicaltransition. The text below will explain how cloud computingtechnology, smartphones and automated toll gate might shapethe technological transition in Indonesia.
In Indonesia the term cloud computing popularity begin asearly 2007. The earliest cloud computing provider such asCBN or Telkom providing cloud computing service whether asIaaS (Infrastructure as a Service), PaaS (Platform as a service)or SaaS (Software as a service). However, the first cloud
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