2018
DOI: 10.11591/ijra.v7i1.pp1-7
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Fuzzy Takagi-Sugeno Method in Microcontroller Based Water Tank System

Abstract: This paper present the performance of Fuzzy logic controller in maintain level of water in water tank system. The mathematical modelling was developed to get the initial idea of the system performance. Later, the prototype of water tank system were constructed and tested to get the real time results. The Takagi-Sugeno “on” and “off” interference technique method was implemented due to the control limitation of the pump motor that being used in the experimental setup. The fuzzy logic controller was realized by … Show more

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Cited by 4 publications
(5 citation statements)
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“…The Sugeno method was chosen as it is very suitable for water pump actuators, and has an on-off mechanism. Meanwhile, the use of fuzzy Sugeno will produce a faster response [21]. According to Farmadi and Muliadi [20], the Sugeno method is suitable for microcontrollers as it is easier for making decisions, leading to simpler code writing that is easier on microcontrollers that have limited memory.…”
Section: Author Copy • Author Copy • Author Copy • Author Copy • Auth...mentioning
confidence: 99%
“…The Sugeno method was chosen as it is very suitable for water pump actuators, and has an on-off mechanism. Meanwhile, the use of fuzzy Sugeno will produce a faster response [21]. According to Farmadi and Muliadi [20], the Sugeno method is suitable for microcontrollers as it is easier for making decisions, leading to simpler code writing that is easier on microcontrollers that have limited memory.…”
Section: Author Copy • Author Copy • Author Copy • Author Copy • Auth...mentioning
confidence: 99%
“…The technique for fuzzy logic used in this study is Sugeno type fuzzy inference. Sugeno type fuzzy is more suitable for controlling the open/close state of a solenoid valve with an 'on' and 'off' concept [17]. The input for the fuzzy inference is the barometer sensor as well as the set-point value made by the operator.…”
Section: Software Design and Fuzzy Logicmentioning
confidence: 99%
“…It is also capable of advanced and predictive modeling on Hadoop clusters in a distributed manner. RapidMiner [74] is a data mining application. Radoop relies on RapidMiner Studio's visual workflow designer to make the creation, implementation, and maintenance of predictive analytics in Hadoop as simple as possible.…”
Section: Apache Spark Radoopmentioning
confidence: 99%
“…Radoop relies on RapidMiner Studio's visual workflow designer to make the creation, implementation, and maintenance of predictive analytics in Hadoop as simple as possible. Because of Hadoop's code-free environment [62], [74] and built-in intelligence, the intricacies of the system are kept to a minimum, allowing the operator to concentrate solely on addressing business challenges rather than on technical concerns. This ensures that predictive analytics for both TBs and PBs of data is effective and scalable because the workflow execution is handled by Radoop rather than the user; all computations are executed in the Hadoop cluster that holds the data.…”
Section: Apache Spark Radoopmentioning
confidence: 99%