Pub Date : 2023-03-22DOI: 10.1109/ECTIDAMTNCON57770.2023.10139736
Kemachart Kemavuthanon, P. Manomaivibool, Suvaroj Kemavuthanon
The key to sustainable tourism has an effective management structure. Using the Global Sustainable Tourism Council (GSTC) for assessment and benchmarking can help make tourism activities advantageous for the community's economy, culture, and environment. However, knowledge, documentation, and data must be gathered through the measurement procedure to provide an appropriate assessment. This procedure makes it difficult for some operational teams to obtain data with complicated linkages to store. Each assessment's results must be gathered by numerous users (GSTC members, experts and stakeholders). In order to collect evaluation data and assist the GSTC assessors in their work for this research, the research team established and developed a sustainability assessment system for tourist attractions based on the issues above.
{"title":"Integrate system design and development of Global Sustainable Tourism Criteria system (GSTC)","authors":"Kemachart Kemavuthanon, P. Manomaivibool, Suvaroj Kemavuthanon","doi":"10.1109/ECTIDAMTNCON57770.2023.10139736","DOIUrl":"https://doi.org/10.1109/ECTIDAMTNCON57770.2023.10139736","url":null,"abstract":"The key to sustainable tourism has an effective management structure. Using the Global Sustainable Tourism Council (GSTC) for assessment and benchmarking can help make tourism activities advantageous for the community's economy, culture, and environment. However, knowledge, documentation, and data must be gathered through the measurement procedure to provide an appropriate assessment. This procedure makes it difficult for some operational teams to obtain data with complicated linkages to store. Each assessment's results must be gathered by numerous users (GSTC members, experts and stakeholders). In order to collect evaluation data and assist the GSTC assessors in their work for this research, the research team established and developed a sustainability assessment system for tourist attractions based on the issues above.","PeriodicalId":38808,"journal":{"name":"Transactions on Electrical Engineering, Electronics, and Communications","volume":"37 1","pages":"51-55"},"PeriodicalIF":0.0,"publicationDate":"2023-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88171897","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
This study aims to find new frequencies in creating works of art, especially musical compositions using anagrams with the way permutations work. This way is to explore in such a way as to discover new sounds and new frequencies of existing western tonal music. Anagrams are one way to dismantle the tonal of western music to find new frequencies in musical composition techniques. The results of this study from 12 tones (A, Bb, B, C, C#, D, Eb, E, F, G, Ab) of western music with anagrams through permutation processing techniques obtained 60 frequencies using not 12 western tonal tones, then 48 new frequencies were obtained through this anagram. From these results, a frequency of 38 Hz – 986 Hz was obtained. The conclusion from the use of anagram techniques turned out to be able to produce new frequencies in the musical region.
{"title":"Anagram Technique: The Investigation of Tonal Music into New Frequencies for Composition","authors":"Hery Budiawan, Djohan, Phakkharawat Sittiprapaporn","doi":"10.1109/ECTIDAMTNCON57770.2023.10139380","DOIUrl":"https://doi.org/10.1109/ECTIDAMTNCON57770.2023.10139380","url":null,"abstract":"This study aims to find new frequencies in creating works of art, especially musical compositions using anagrams with the way permutations work. This way is to explore in such a way as to discover new sounds and new frequencies of existing western tonal music. Anagrams are one way to dismantle the tonal of western music to find new frequencies in musical composition techniques. The results of this study from 12 tones (A, Bb, B, C, C#, D, Eb, E, F, G, Ab) of western music with anagrams through permutation processing techniques obtained 60 frequencies using not 12 western tonal tones, then 48 new frequencies were obtained through this anagram. From these results, a frequency of 38 Hz – 986 Hz was obtained. The conclusion from the use of anagram techniques turned out to be able to produce new frequencies in the musical region.","PeriodicalId":38808,"journal":{"name":"Transactions on Electrical Engineering, Electronics, and Communications","volume":"34 1","pages":"312-316"},"PeriodicalIF":0.0,"publicationDate":"2023-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80099718","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-03-22DOI: 10.1109/ECTIDAMTNCON57770.2023.10139772
M. Nedelchev
Satellite communications using small satellites is one of the driving forces of the modern society with applications including weather monitoring and forecast, space exploration, telecommunications, high speed data transfer. These applications require constant communication between the satellite and the Earth, which can be a challenge for conventional communication modules and antennas. The current digital back-end realization is based on field-programmable gate array with SDR based radio frequency back end in one module. This configuration arises a lot problems connected to the heat dissipation, electromagnetic compatibility, higher mechanical requirements, and power loss in the cables. This paper proposes active antenna approach to small satellite applications in order to overcome the aforementioned drawbacks of the current configuration.
{"title":"Active Antenna Concept in Small Satellite Applications","authors":"M. Nedelchev","doi":"10.1109/ECTIDAMTNCON57770.2023.10139772","DOIUrl":"https://doi.org/10.1109/ECTIDAMTNCON57770.2023.10139772","url":null,"abstract":"Satellite communications using small satellites is one of the driving forces of the modern society with applications including weather monitoring and forecast, space exploration, telecommunications, high speed data transfer. These applications require constant communication between the satellite and the Earth, which can be a challenge for conventional communication modules and antennas. The current digital back-end realization is based on field-programmable gate array with SDR based radio frequency back end in one module. This configuration arises a lot problems connected to the heat dissipation, electromagnetic compatibility, higher mechanical requirements, and power loss in the cables. This paper proposes active antenna approach to small satellite applications in order to overcome the aforementioned drawbacks of the current configuration.","PeriodicalId":38808,"journal":{"name":"Transactions on Electrical Engineering, Electronics, and Communications","volume":"24 1","pages":"533-536"},"PeriodicalIF":0.0,"publicationDate":"2023-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81234240","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-03-22DOI: 10.1109/ECTIDAMTNCON57770.2023.10139649
Kosorl Thourn, Bunthern Kim, Samphors Eng, V. Vai, K. Chou, J. Thiriet, D. Lubineau, H. Yahoui
The innovative learning laboratory based on an industrial Programmable Logic Controller (PLC) is very important allowing students to perform practices under actual industrial conditions. In the ASEAN Factori 4.0 Erasmu+ project, each Asian partner university will have its own center of excellence with the PLC platform for industrial automation applications developed by the EU partner universities. This paper presents the elements of the center of excellence in conjunction with the existing pedagogical platforms in the department of Electrical and Energy Engineering at the Institute of Technology of Cambodia.
{"title":"Center of Excellence for Control and Automation in the Context of ASEAN Factori 4.0 Project","authors":"Kosorl Thourn, Bunthern Kim, Samphors Eng, V. Vai, K. Chou, J. Thiriet, D. Lubineau, H. Yahoui","doi":"10.1109/ECTIDAMTNCON57770.2023.10139649","DOIUrl":"https://doi.org/10.1109/ECTIDAMTNCON57770.2023.10139649","url":null,"abstract":"The innovative learning laboratory based on an industrial Programmable Logic Controller (PLC) is very important allowing students to perform practices under actual industrial conditions. In the ASEAN Factori 4.0 Erasmu+ project, each Asian partner university will have its own center of excellence with the PLC platform for industrial automation applications developed by the EU partner universities. This paper presents the elements of the center of excellence in conjunction with the existing pedagogical platforms in the department of Electrical and Energy Engineering at the Institute of Technology of Cambodia.","PeriodicalId":38808,"journal":{"name":"Transactions on Electrical Engineering, Electronics, and Communications","volume":"153 1","pages":"415-418"},"PeriodicalIF":0.0,"publicationDate":"2023-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86153691","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-03-22DOI: 10.1109/ECTIDAMTNCON57770.2023.10139676
Djohan, Fortunata Tyasrinestu, Henry Yuda Oktadus, Phakkharawat Sittiprapaporn
Musical video tutorials measure student self-efficacy. Creative kids explore, adapt, and integrate sound. Digital media prepares children for globalization. Media aids learning. Homeschoolers learn. E-learning is great during COVID-19. Distance learning involves self-study, media, and no teacher-student contact. Educating kids, parents, and teachers enhances home and school learning. Distance education is “education in which students are separated from the teacher and learning takes place using various learning resources through communication technology, information, and other media”. Thus, video tutorial-based e-learning, formerly audiovisual-free, can improve online teacher-student learning, especially in primary school music instruction, where teachers lack inventiveness. This art-based research collects quantitative survey and qualitative focus group data via a quasi-experiment. Compared to the control group's 0.953 and 0.8511, the treatment group scored 0.492 and averaged 0.91489. Video lectures taught the experimental group creative music. Multimedia-enhanced video lesson learning in parent-teacher focus groups Online instruction can enhance the music learning methodology. Thus, video tutorials increase early primary music students' emotional well-being.
{"title":"Video Creative Music-Based Tutorial as a Media to Enhanced Students Social Emotional Well Being","authors":"Djohan, Fortunata Tyasrinestu, Henry Yuda Oktadus, Phakkharawat Sittiprapaporn","doi":"10.1109/ECTIDAMTNCON57770.2023.10139676","DOIUrl":"https://doi.org/10.1109/ECTIDAMTNCON57770.2023.10139676","url":null,"abstract":"Musical video tutorials measure student self-efficacy. Creative kids explore, adapt, and integrate sound. Digital media prepares children for globalization. Media aids learning. Homeschoolers learn. E-learning is great during COVID-19. Distance learning involves self-study, media, and no teacher-student contact. Educating kids, parents, and teachers enhances home and school learning. Distance education is “education in which students are separated from the teacher and learning takes place using various learning resources through communication technology, information, and other media”. Thus, video tutorial-based e-learning, formerly audiovisual-free, can improve online teacher-student learning, especially in primary school music instruction, where teachers lack inventiveness. This art-based research collects quantitative survey and qualitative focus group data via a quasi-experiment. Compared to the control group's 0.953 and 0.8511, the treatment group scored 0.492 and averaged 0.91489. Video lectures taught the experimental group creative music. Multimedia-enhanced video lesson learning in parent-teacher focus groups Online instruction can enhance the music learning methodology. Thus, video tutorials increase early primary music students' emotional well-being.","PeriodicalId":38808,"journal":{"name":"Transactions on Electrical Engineering, Electronics, and Communications","volume":"1 1","pages":"325-329"},"PeriodicalIF":0.0,"publicationDate":"2023-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90272842","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-03-22DOI: 10.1109/ECTIDAMTNCON57770.2023.10139632
Svetozar Yolov, Nina Bencheva, D. Banjerdpongchai, P. Zahariev, Georgi V. Hristov, N. Zlatov
The Energy monitoring systems (EMS) are responsible for monitoring of the processes for energy data exchange in various manufacturing facilities and industrial complexes. Normally these systems are at the core of the plants and are vital for their operations. The Energy monitoring systems have been in use globally for several decades. In Bulgaria the trend was slightly delayed and these systems were introduced and integrated in the last ten to fifteen years. With the recent advances in the computer systems and the information technologies, new communication concepts and devices have been developed and are now in use in various application domains. The involvement of these technologies in the manufacturing and production processes has led to the birth of new industrial concepts and the development of the Industry 4.0 paradigm, which became one of the most discussed and widely implemented industrial business models in the recent years. In this paper we present and discuss an EMS system for a chemical plant in Bulgaria and the need for expansion and improvement of the system by transmission of the data to a remote dispatch center. As the presented engineering task can be accomplished using different approaches and technologies, in the paper we present the possible engineering solutions using components specific to the Industry 3.0 and the Industry 4.0 paradigm. The engineering solutions behind both approaches are described in details and their main differences and requirements are pointed out and discussed.
{"title":"Comparative analysis of Energy Monitoring Systems in the context of the Industry 3.0 and Industry 4.0 paradigms","authors":"Svetozar Yolov, Nina Bencheva, D. Banjerdpongchai, P. Zahariev, Georgi V. Hristov, N. Zlatov","doi":"10.1109/ECTIDAMTNCON57770.2023.10139632","DOIUrl":"https://doi.org/10.1109/ECTIDAMTNCON57770.2023.10139632","url":null,"abstract":"The Energy monitoring systems (EMS) are responsible for monitoring of the processes for energy data exchange in various manufacturing facilities and industrial complexes. Normally these systems are at the core of the plants and are vital for their operations. The Energy monitoring systems have been in use globally for several decades. In Bulgaria the trend was slightly delayed and these systems were introduced and integrated in the last ten to fifteen years. With the recent advances in the computer systems and the information technologies, new communication concepts and devices have been developed and are now in use in various application domains. The involvement of these technologies in the manufacturing and production processes has led to the birth of new industrial concepts and the development of the Industry 4.0 paradigm, which became one of the most discussed and widely implemented industrial business models in the recent years. In this paper we present and discuss an EMS system for a chemical plant in Bulgaria and the need for expansion and improvement of the system by transmission of the data to a remote dispatch center. As the presented engineering task can be accomplished using different approaches and technologies, in the paper we present the possible engineering solutions using components specific to the Industry 3.0 and the Industry 4.0 paradigm. The engineering solutions behind both approaches are described in details and their main differences and requirements are pointed out and discussed.","PeriodicalId":38808,"journal":{"name":"Transactions on Electrical Engineering, Electronics, and Communications","volume":"11 1","pages":"427-433"},"PeriodicalIF":0.0,"publicationDate":"2023-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73557862","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-03-22DOI: 10.1109/ECTIDAMTNCON57770.2023.10139562
J. P. Degel, S. Haehnlein, Lars Boschert, Christian Kloeffer, M. Doppelbauer
The present work describes an extension of current slope estimation for parameter estimation of permanent magnet synchronous machines operated at inverters. The area of operation for current slope estimation in the individual switching states of the inverter is limited due to measurement noise, bandwidth limitation of the current sensors and the commutation processes of the inverter's switching operations. Therefore, a minimum duration of each switching state is necessary, limiting the final area of operation of a robust current slope estimation. This paper presents an extension of existing current slope estimation algorithms resulting in a greater area of operation and a more robust estimation result.
{"title":"Extended algorithm for current slope estimation in inverter fed synchronous machines","authors":"J. P. Degel, S. Haehnlein, Lars Boschert, Christian Kloeffer, M. Doppelbauer","doi":"10.1109/ECTIDAMTNCON57770.2023.10139562","DOIUrl":"https://doi.org/10.1109/ECTIDAMTNCON57770.2023.10139562","url":null,"abstract":"The present work describes an extension of current slope estimation for parameter estimation of permanent magnet synchronous machines operated at inverters. The area of operation for current slope estimation in the individual switching states of the inverter is limited due to measurement noise, bandwidth limitation of the current sensors and the commutation processes of the inverter's switching operations. Therefore, a minimum duration of each switching state is necessary, limiting the final area of operation of a robust current slope estimation. This paper presents an extension of existing current slope estimation algorithms resulting in a greater area of operation and a more robust estimation result.","PeriodicalId":38808,"journal":{"name":"Transactions on Electrical Engineering, Electronics, and Communications","volume":"107 1","pages":"273-278"},"PeriodicalIF":0.0,"publicationDate":"2023-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84734978","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-03-22DOI: 10.1109/ECTIDAMTNCON57770.2023.10139505
T. Yooyativong, Chayapol Kamyod, Chong Ghil Kim
Traditional or rural dryers or Thai farmers' dryers have some drawbacks when compared to modern or commercial dryers on the market. Despite the fact that the dryer is vital and may be utilized as postharvest technology to preserve or produce some agricultural products, the farmer chose to build the traditional structure because of his limited income and resources. This research examined the needs of rural farmers and developed an integration of typical rural solar dryers or dryers using IoT technologies. The integrated design will preserve the structure's materials while increasing the system's capacity and efficiency to reduce costs. Farmers may now manage the temperature inside the dryer using the newly created mechanism. Remote monitoring and management are also made possible by the technology, minimizing the need for physical intervention. This leads to increased efficiency, lower costs, and a more sustainable energy source.
{"title":"The Integration of Traditional Rural Solar Dryer with LoRa and IoT Technology","authors":"T. Yooyativong, Chayapol Kamyod, Chong Ghil Kim","doi":"10.1109/ECTIDAMTNCON57770.2023.10139505","DOIUrl":"https://doi.org/10.1109/ECTIDAMTNCON57770.2023.10139505","url":null,"abstract":"Traditional or rural dryers or Thai farmers' dryers have some drawbacks when compared to modern or commercial dryers on the market. Despite the fact that the dryer is vital and may be utilized as postharvest technology to preserve or produce some agricultural products, the farmer chose to build the traditional structure because of his limited income and resources. This research examined the needs of rural farmers and developed an integration of typical rural solar dryers or dryers using IoT technologies. The integrated design will preserve the structure's materials while increasing the system's capacity and efficiency to reduce costs. Farmers may now manage the temperature inside the dryer using the newly created mechanism. Remote monitoring and management are also made possible by the technology, minimizing the need for physical intervention. This leads to increased efficiency, lower costs, and a more sustainable energy source.","PeriodicalId":38808,"journal":{"name":"Transactions on Electrical Engineering, Electronics, and Communications","volume":"24 1","pages":"434-437"},"PeriodicalIF":0.0,"publicationDate":"2023-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84408463","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-03-22DOI: 10.1109/ECTIDAMTNCON57770.2023.10139396
Sakkayaphop Pravesjit, Ponnipa Jantawong, A. Jitpattanakul, S. Mekruksavanich
Understanding human actions via the analysis of sensor data captured by wearable sensors is the goal of the complex subject of study known as sensor-based human activity recognition (S-HAR). Human participants' characteristics are only periodically included in deep learning (DL) approaches to S-HAR. Recognizing people was challenging for these DL methods because of the variety of physical characteristics people have. To address this challenge, we introduce a physique-based S-HAR architecture that could support deep learning networks to achieve higher identification a ccuracies a nd F1-scores. The HARSense dataset, a publicly available benchmark S-HAR dataset that compiles raw sensor data acquired from smartphones, was employed to build and evaluate five DL networks. A ccording to the experiments, the five models' detection performance improves dramatically when given access to biological data.
{"title":"Physique- Based Human Activity Recognition Using Deep Learning Approaches and Smartphone Sensors","authors":"Sakkayaphop Pravesjit, Ponnipa Jantawong, A. Jitpattanakul, S. Mekruksavanich","doi":"10.1109/ECTIDAMTNCON57770.2023.10139396","DOIUrl":"https://doi.org/10.1109/ECTIDAMTNCON57770.2023.10139396","url":null,"abstract":"Understanding human actions via the analysis of sensor data captured by wearable sensors is the goal of the complex subject of study known as sensor-based human activity recognition (S-HAR). Human participants' characteristics are only periodically included in deep learning (DL) approaches to S-HAR. Recognizing people was challenging for these DL methods because of the variety of physical characteristics people have. To address this challenge, we introduce a physique-based S-HAR architecture that could support deep learning networks to achieve higher identification a ccuracies a nd F1-scores. The HARSense dataset, a publicly available benchmark S-HAR dataset that compiles raw sensor data acquired from smartphones, was employed to build and evaluate five DL networks. A ccording to the experiments, the five models' detection performance improves dramatically when given access to biological data.","PeriodicalId":38808,"journal":{"name":"Transactions on Electrical Engineering, Electronics, and Communications","volume":"17 1","pages":"479-482"},"PeriodicalIF":0.0,"publicationDate":"2023-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86814576","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-03-22DOI: 10.1109/ECTIDAMTNCON57770.2023.10139512
Ajchara Phu-ang
This article is designed for solving the routing problem that limit of the electric energy and workload, called the Capacitated Electric Vehicle Routing Problem (CEVRP). The objective of this problem is to search for the optimal routing of a vehicle contain a limited electric energy and goods. The proposed model is based on the concepts of the differential evolutionary (DE) algorithm and the adaptive k-mean algorithm, in addition, the fuzzy technique is also applied with the aim to achieve best overall performance. In order to improve the efficiency of the DE, several aspects have been adopted, such as (1) The proposed model is employed the adaptive K-means algorithm to obtain the ability to search for the best initial solution, (2) The fuzzy technique is determined as the decision making technique which decided when one customer is in-between several clusters and (3) The local and global swap method is introduced to increase the exploitation and exploration capability. The proposed model has been evaluated and compared to the state-of-the-art algorithm in term of the average percentage deviation from the lower bound.
{"title":"Solving the Capacitated Electric Vehicle (EV) Routing Problem by The Differential Evolutionary Algorithm with Adaptive K-Means","authors":"Ajchara Phu-ang","doi":"10.1109/ECTIDAMTNCON57770.2023.10139512","DOIUrl":"https://doi.org/10.1109/ECTIDAMTNCON57770.2023.10139512","url":null,"abstract":"This article is designed for solving the routing problem that limit of the electric energy and workload, called the Capacitated Electric Vehicle Routing Problem (CEVRP). The objective of this problem is to search for the optimal routing of a vehicle contain a limited electric energy and goods. The proposed model is based on the concepts of the differential evolutionary (DE) algorithm and the adaptive k-mean algorithm, in addition, the fuzzy technique is also applied with the aim to achieve best overall performance. In order to improve the efficiency of the DE, several aspects have been adopted, such as (1) The proposed model is employed the adaptive K-means algorithm to obtain the ability to search for the best initial solution, (2) The fuzzy technique is determined as the decision making technique which decided when one customer is in-between several clusters and (3) The local and global swap method is introduced to increase the exploitation and exploration capability. The proposed model has been evaluated and compared to the state-of-the-art algorithm in term of the average percentage deviation from the lower bound.","PeriodicalId":38808,"journal":{"name":"Transactions on Electrical Engineering, Electronics, and Communications","volume":"4 1","pages":"225-228"},"PeriodicalIF":0.0,"publicationDate":"2023-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85330809","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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