Pub Date : 2012-10-25DOI: 10.1109/ICSENGT.2012.6339293
A. Langi
This paper describes a new concept of product-service-value (PSV) systems and their engineering process. Our engineering approach uses an engine paradigm to create valuable systems. In this paper, we argue that PSV-S is the most generic valuable system encompasses modern product, service, and value systems. The paper describes PSV-S variants and discusses their smart engineering using computing technologies.
{"title":"Generic PSV systems and their engine models","authors":"A. Langi","doi":"10.1109/ICSENGT.2012.6339293","DOIUrl":"https://doi.org/10.1109/ICSENGT.2012.6339293","url":null,"abstract":"This paper describes a new concept of product-service-value (PSV) systems and their engineering process. Our engineering approach uses an engine paradigm to create valuable systems. In this paper, we argue that PSV-S is the most generic valuable system encompasses modern product, service, and value systems. The paper describes PSV-S variants and discusses their smart engineering using computing technologies.","PeriodicalId":325365,"journal":{"name":"2012 International Conference on System Engineering and Technology (ICSET)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114917398","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 : 2012-10-25DOI: 10.1109/ICSENGT.2012.6339353
Mirza Zoni, A. S. Rohman
This thesis is a research report on the design of observer on anti windup system with multivariable Sliding Mode Control (SMC) controller. The design is done in three stages, the first stage is the multivariable SMC controller design that gives the L and S constants, the second stage is the static anti windup compensator design to overcome the directionality problem, and the third stage is the full order observer design than gives observer gain (K). These three stages are done with Linear Matrix Inequality (LMI). The saturation effect that leads to the inconsistency between control input and controller's state when the control signal is saturated is called windup. This phenomenon can leads to the degradation on the system's performance. There is also another phenomenon that need to be considered, which is when not all the states can be achieved from sensors. But, if the system is controllable and observable, this problem can be solved by using an observer. Observer with Lyapunov Stability Criterion has been successfully designed. The simulation of the observer design showed good result which shows the transient of the state error to zero at a certain time. Lyapunov stability and L2 - gain performance criteria also succeeded in reducing the effect of saturation in the system.
{"title":"Design of Sliding Mode Control with observer based Linear Matrix Inequlity for input saturation system","authors":"Mirza Zoni, A. S. Rohman","doi":"10.1109/ICSENGT.2012.6339353","DOIUrl":"https://doi.org/10.1109/ICSENGT.2012.6339353","url":null,"abstract":"This thesis is a research report on the design of observer on anti windup system with multivariable Sliding Mode Control (SMC) controller. The design is done in three stages, the first stage is the multivariable SMC controller design that gives the L and S constants, the second stage is the static anti windup compensator design to overcome the directionality problem, and the third stage is the full order observer design than gives observer gain (K). These three stages are done with Linear Matrix Inequality (LMI). The saturation effect that leads to the inconsistency between control input and controller's state when the control signal is saturated is called windup. This phenomenon can leads to the degradation on the system's performance. There is also another phenomenon that need to be considered, which is when not all the states can be achieved from sensors. But, if the system is controllable and observable, this problem can be solved by using an observer. Observer with Lyapunov Stability Criterion has been successfully designed. The simulation of the observer design showed good result which shows the transient of the state error to zero at a certain time. Lyapunov stability and L2 - gain performance criteria also succeeded in reducing the effect of saturation in the system.","PeriodicalId":325365,"journal":{"name":"2012 International Conference on System Engineering and Technology (ICSET)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122468232","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 : 2012-10-25DOI: 10.1109/ICSENGT.2012.6339320
T. Purboyo, B. Rahardjo, Kuspriyanto
Network administrators must rely on labour-intensive processes for tracking network configurations and vulnerabilities, which requires a lot of expertise and error prone. Organizational network vulnerabilities and interdependencies are so complex to make traditional vulnerability analysis become inadequate. Decision support capabilities let analysts make tradeoffs between security and optimum availability, and indicates how best to apply limited security resources. Recent work in network security has focused on the fact that a combination of exploitation is the typical way in which the invader breaks into the network. Researchers have proposed various algorithms to generate graphs based attack tree (or graph). In this paper, we present a framework, Architecture and Approach to Vulnerability Analysis.
{"title":"Some framework, Architecture and Approach for analysis a network vulnerability","authors":"T. Purboyo, B. Rahardjo, Kuspriyanto","doi":"10.1109/ICSENGT.2012.6339320","DOIUrl":"https://doi.org/10.1109/ICSENGT.2012.6339320","url":null,"abstract":"Network administrators must rely on labour-intensive processes for tracking network configurations and vulnerabilities, which requires a lot of expertise and error prone. Organizational network vulnerabilities and interdependencies are so complex to make traditional vulnerability analysis become inadequate. Decision support capabilities let analysts make tradeoffs between security and optimum availability, and indicates how best to apply limited security resources. Recent work in network security has focused on the fact that a combination of exploitation is the typical way in which the invader breaks into the network. Researchers have proposed various algorithms to generate graphs based attack tree (or graph). In this paper, we present a framework, Architecture and Approach to Vulnerability Analysis.","PeriodicalId":325365,"journal":{"name":"2012 International Conference on System Engineering and Technology (ICSET)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116676031","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 : 2012-10-25DOI: 10.1109/ICSENGT.2012.6339365
A. Syaichu-Rohman
Many discrete time anti-windup schemes for input saturated stable systems to achieve certain stability and performance criteria have been proposed in the literature. It has been shown as well that an anti-windup scheme that involves directionality compensation (in the form of multivariable nonlinear algebraic loop) has an excellent transient performance. As in continuous time, however, implementation problems may arise due to the formation of an algebraic loop. In discrete time, an iterative algorithm to solve the algebraic loop that converges within a prescribed time sampling may be employed while preserving the stability and performance. Consequently, the speed of convergence may limit the application of anti-windup schemes. Alternatively, a closely related explicit static anti-windup scheme may be adopted, in which no iterative solution at each time step is required, but with a minor degradation in performance. To achieve both simple implementation and stability-performance preservation, two possible stable-multirate implementations are designed in this paper. Unlike an iterative algorithm, solving the algebraic loop is now executed only by finite number of iterations. Simulation result shows that a typical undershoot response of the explicit anti-windup scheme is now absent by allowing several iterations in this stable multirate implementation.
{"title":"The design of stable multirate implementations of anti-windup schemes for input saturated discrete time systems","authors":"A. Syaichu-Rohman","doi":"10.1109/ICSENGT.2012.6339365","DOIUrl":"https://doi.org/10.1109/ICSENGT.2012.6339365","url":null,"abstract":"Many discrete time anti-windup schemes for input saturated stable systems to achieve certain stability and performance criteria have been proposed in the literature. It has been shown as well that an anti-windup scheme that involves directionality compensation (in the form of multivariable nonlinear algebraic loop) has an excellent transient performance. As in continuous time, however, implementation problems may arise due to the formation of an algebraic loop. In discrete time, an iterative algorithm to solve the algebraic loop that converges within a prescribed time sampling may be employed while preserving the stability and performance. Consequently, the speed of convergence may limit the application of anti-windup schemes. Alternatively, a closely related explicit static anti-windup scheme may be adopted, in which no iterative solution at each time step is required, but with a minor degradation in performance. To achieve both simple implementation and stability-performance preservation, two possible stable-multirate implementations are designed in this paper. Unlike an iterative algorithm, solving the algebraic loop is now executed only by finite number of iterations. Simulation result shows that a typical undershoot response of the explicit anti-windup scheme is now absent by allowing several iterations in this stable multirate implementation.","PeriodicalId":325365,"journal":{"name":"2012 International Conference on System Engineering and Technology (ICSET)","volume":"104 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117177150","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 : 2012-10-25DOI: 10.1109/ICSENGT.2012.6339351
J. Devaud, S. Najko, P. Le Nahedic, C. Maussire, E. Zante, J. Marzat
This paper presents the complete design of a quadrotor UAV, named VORTEX, comprising its architecture and control. The use of Unmanned Aerial Vehicles (UAV) for surveillance, observation and security gives lots of possibilities to develop new technologies. The aim of this project was to develop a low-cost modular platform under tight constraints, namely only five students and a limited budget (450 €). This demonstrates the ability to build non-commercial, competitive academic platforms for control education through flying robotics.
{"title":"Full design of a low-cost quadrotor UAV by student team","authors":"J. Devaud, S. Najko, P. Le Nahedic, C. Maussire, E. Zante, J. Marzat","doi":"10.1109/ICSENGT.2012.6339351","DOIUrl":"https://doi.org/10.1109/ICSENGT.2012.6339351","url":null,"abstract":"This paper presents the complete design of a quadrotor UAV, named VORTEX, comprising its architecture and control. The use of Unmanned Aerial Vehicles (UAV) for surveillance, observation and security gives lots of possibilities to develop new technologies. The aim of this project was to develop a low-cost modular platform under tight constraints, namely only five students and a limited budget (450 €). This demonstrates the ability to build non-commercial, competitive academic platforms for control education through flying robotics.","PeriodicalId":325365,"journal":{"name":"2012 International Conference on System Engineering and Technology (ICSET)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123914785","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 : 2012-10-25DOI: 10.1109/ICSENGT.2012.6339354
M. V. G. Aziz, A. Prihatmanto, H. Hindersah
The Next Generation Urban Transportation U-Board is perfect for transportation on short distance commutes. The environmentally-friendly electric power engages a quiet belt driven motor. This is of particular concern in urban areas where the streets have become increasingly crowded with automobiles. The automobile population increase has caused congestion and substantial increases in air and noise pollution. U-Board is one of solution for this problem. Using electric motors which convert almost 75% of the chemical energy from the batteries to power the wheels, while internal combustion engines (ICEs) only convert 20% of the energy stored in gasoline. User interact using motion sensor and weight sensor for controlling this U-Board. Include Voice Command and Smart Assist for easy to use interaction. The target user for this U-Board will be teenagers in Indonesia, with weight limitation until 120kg. Maximum speed of U-Board is limited at 20km/h, for safety purpose. With battery capacity until 36Ah, U-Board usage time is about 2 hours or about 40 Km distance with assumption always using maximum speed. U-Board system architecture, calculate sensors data, user gesture, voice command and smart assist, which produce classifier for speed controller in the U-Board. The integrator consists of three main parts; voice analyzer, motor controller and sensor classifier. Weight sensor in front side can detect pressure in analogue mode from 2.75 volt until 3.05 volt. Gesture sensor can get distance and availability of the user. The sensor only can get bone position in front view mode only. Distance sensor can measure object from 5 cm until 3 meters, then to prevent collision, the threshold set in 2 meters from the front of U-Board.
{"title":"Design and implementation of architecture, classifier and integrator for the Next Generation Urban Transportation U-Board","authors":"M. V. G. Aziz, A. Prihatmanto, H. Hindersah","doi":"10.1109/ICSENGT.2012.6339354","DOIUrl":"https://doi.org/10.1109/ICSENGT.2012.6339354","url":null,"abstract":"The Next Generation Urban Transportation U-Board is perfect for transportation on short distance commutes. The environmentally-friendly electric power engages a quiet belt driven motor. This is of particular concern in urban areas where the streets have become increasingly crowded with automobiles. The automobile population increase has caused congestion and substantial increases in air and noise pollution. U-Board is one of solution for this problem. Using electric motors which convert almost 75% of the chemical energy from the batteries to power the wheels, while internal combustion engines (ICEs) only convert 20% of the energy stored in gasoline. User interact using motion sensor and weight sensor for controlling this U-Board. Include Voice Command and Smart Assist for easy to use interaction. The target user for this U-Board will be teenagers in Indonesia, with weight limitation until 120kg. Maximum speed of U-Board is limited at 20km/h, for safety purpose. With battery capacity until 36Ah, U-Board usage time is about 2 hours or about 40 Km distance with assumption always using maximum speed. U-Board system architecture, calculate sensors data, user gesture, voice command and smart assist, which produce classifier for speed controller in the U-Board. The integrator consists of three main parts; voice analyzer, motor controller and sensor classifier. Weight sensor in front side can detect pressure in analogue mode from 2.75 volt until 3.05 volt. Gesture sensor can get distance and availability of the user. The sensor only can get bone position in front view mode only. Distance sensor can measure object from 5 cm until 3 meters, then to prevent collision, the threshold set in 2 meters from the front of U-Board.","PeriodicalId":325365,"journal":{"name":"2012 International Conference on System Engineering and Technology (ICSET)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131645368","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 : 2012-10-25DOI: 10.1109/ICSENGT.2012.6339349
R. E. Saputra, A. Prihatmanto
Music is a universal language that can be enjoyed by everyone, but more people are choosing to be music lovers only. This was due to several limitations, such as limited funds, limited ability to play musical instruments, physical limitations, and limitations of basic knowledge in music. BeatME system is a combination of digital music technology and computer networking technologies that are built to overcome the above constraints, making it easier for humans in playing music or collaborate and create their own music. The research is conducted to build the entire BeatME system as an NMP system that provides basic facilities for music such as musical instruments, the sound of the instrument, as well as networks to support collaborative music. BeatME system built using client-server architecture. Client will send feedback to the server a message string or MIDI, for further processing to produce the output of the sound of musical instruments being played. BeatME system testing showed that the BeatME application server and the BeatME client met the functional requirements to be played on multiple platforms, while maintaining the delay remains under human perception that is equal to 30 ms.
{"title":"Design and implementation of BeatME as a Networked Music Performance (NMP) system","authors":"R. E. Saputra, A. Prihatmanto","doi":"10.1109/ICSENGT.2012.6339349","DOIUrl":"https://doi.org/10.1109/ICSENGT.2012.6339349","url":null,"abstract":"Music is a universal language that can be enjoyed by everyone, but more people are choosing to be music lovers only. This was due to several limitations, such as limited funds, limited ability to play musical instruments, physical limitations, and limitations of basic knowledge in music. BeatME system is a combination of digital music technology and computer networking technologies that are built to overcome the above constraints, making it easier for humans in playing music or collaborate and create their own music. The research is conducted to build the entire BeatME system as an NMP system that provides basic facilities for music such as musical instruments, the sound of the instrument, as well as networks to support collaborative music. BeatME system built using client-server architecture. Client will send feedback to the server a message string or MIDI, for further processing to produce the output of the sound of musical instruments being played. BeatME system testing showed that the BeatME application server and the BeatME client met the functional requirements to be played on multiple platforms, while maintaining the delay remains under human perception that is equal to 30 ms.","PeriodicalId":325365,"journal":{"name":"2012 International Conference on System Engineering and Technology (ICSET)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131751809","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 : 2012-10-25DOI: 10.1109/ICSENGT.2012.6339306
A. S. Rohman, A. Prihatmanto, Ratri Dwi Kayungyun
Collections of the museum can represent the culture of the society in the early ages. The collections preserved by museum are presented through exhibition so that the people in the next generation can learn from them. Yet the learning process through museum still faces many problems, such as: There are so many collections in a museum but the information to each collection is still too general; the room used for exhibition is so limited that not all the collections can be displayed; the collections might be damaged or lost; the displayed collections seem less meaningful; and the exhibition is less interactive because of the passive role of the visitors in it. This research tries to solve those problems by designing a cyber exhibition on virtual museum. Here, the cyber exhibition is developed as a complement of the exhibition held in the real museum, not as the replacement to it. The implementation of this design has been tested to several users. The results show that the users get different and more interactive experiences and more detailed informations compared to what they get when visiting the physical museum. The cyber exhibition can also add values to the collections so that they become more meaningful.
{"title":"Design and implementation of interactive cyber exhibition on virtual museum of Indonesia","authors":"A. S. Rohman, A. Prihatmanto, Ratri Dwi Kayungyun","doi":"10.1109/ICSENGT.2012.6339306","DOIUrl":"https://doi.org/10.1109/ICSENGT.2012.6339306","url":null,"abstract":"Collections of the museum can represent the culture of the society in the early ages. The collections preserved by museum are presented through exhibition so that the people in the next generation can learn from them. Yet the learning process through museum still faces many problems, such as: There are so many collections in a museum but the information to each collection is still too general; the room used for exhibition is so limited that not all the collections can be displayed; the collections might be damaged or lost; the displayed collections seem less meaningful; and the exhibition is less interactive because of the passive role of the visitors in it. This research tries to solve those problems by designing a cyber exhibition on virtual museum. Here, the cyber exhibition is developed as a complement of the exhibition held in the real museum, not as the replacement to it. The implementation of this design has been tested to several users. The results show that the users get different and more interactive experiences and more detailed informations compared to what they get when visiting the physical museum. The cyber exhibition can also add values to the collections so that they become more meaningful.","PeriodicalId":325365,"journal":{"name":"2012 International Conference on System Engineering and Technology (ICSET)","volume":"31 6","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132444128","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 : 2012-10-25DOI: 10.1109/ICSENGT.2012.6339347
R. Ramlee, D. H. Tang, Mohd Muzafar Ismail
This paper describes the Smart Home System for Disabled People via Bluetooth Wireless. Smart home system for disable people is the system called assistive domestics focuses on making it possible for the disabled to motivate them carry out the daily activity, safe and comfortable. However in our research work, we attempt to design the smart home system including the wireless controller via Bluetooth technology. This software application adapt in mobile phone, PDA, mobile computer (Samsung Galaxy Tab) using android's operating system (OS). This software application will control the electrical appliances switches wirelessly (Bluetooth). Results from this study found that the system was successfully produced where it is able to control any of the wireless switches at a distance of approximately 25 meter radius from the main controller. The system is seen potentially be used in hospitals, home care for the elderly and facilities for disabled users.
{"title":"Smart home system for Disabled People via Wireless Bluetooth","authors":"R. Ramlee, D. H. Tang, Mohd Muzafar Ismail","doi":"10.1109/ICSENGT.2012.6339347","DOIUrl":"https://doi.org/10.1109/ICSENGT.2012.6339347","url":null,"abstract":"This paper describes the Smart Home System for Disabled People via Bluetooth Wireless. Smart home system for disable people is the system called assistive domestics focuses on making it possible for the disabled to motivate them carry out the daily activity, safe and comfortable. However in our research work, we attempt to design the smart home system including the wireless controller via Bluetooth technology. This software application adapt in mobile phone, PDA, mobile computer (Samsung Galaxy Tab) using android's operating system (OS). This software application will control the electrical appliances switches wirelessly (Bluetooth). Results from this study found that the system was successfully produced where it is able to control any of the wireless switches at a distance of approximately 25 meter radius from the main controller. The system is seen potentially be used in hospitals, home care for the elderly and facilities for disabled users.","PeriodicalId":325365,"journal":{"name":"2012 International Conference on System Engineering and Technology (ICSET)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115237835","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 : 2012-10-25DOI: 10.1109/ICSENGT.2012.6339357
Humaira, R. Bambang
Type-2 fuzzy is a model that provides the ability to handle effect of uncertainty. This paper applies interval type-2 fuzzy for decision making in supplier selection. The system will choose alternative recomendations of decision based on the evaluation criteria. The result shows that type-2 fuzzy with a level of uncertainty able to provide an alternative decision.
{"title":"Interval type-2 fuzzy system in supplier selection for new product development","authors":"Humaira, R. Bambang","doi":"10.1109/ICSENGT.2012.6339357","DOIUrl":"https://doi.org/10.1109/ICSENGT.2012.6339357","url":null,"abstract":"Type-2 fuzzy is a model that provides the ability to handle effect of uncertainty. This paper applies interval type-2 fuzzy for decision making in supplier selection. The system will choose alternative recomendations of decision based on the evaluation criteria. The result shows that type-2 fuzzy with a level of uncertainty able to provide an alternative decision.","PeriodicalId":325365,"journal":{"name":"2012 International Conference on System Engineering and Technology (ICSET)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117053012","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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