Water Level Control Prototype Using Fuzzy Logic Control Optimized by the Cuckoo Search Algorithm Method


Prototipe Water Level Control Menggunakan Fuzzy Logic Control Yang Dioptimisasi Dengan Metode Cuckoo Search Algorithm


  • (1) * Farid Yanuar            Widyagama University Malang  
            Indonesia

  • (2)  Fachrudin Hunaini            Widyagama University Malang  
            Indonesia

  • (3)  Gigih Priyandoko            Widyagama University Malang  
            Indonesia

    (*) Corresponding Author

Abstract

A boiler is a vessel used to produce water vapor which will be used as heating or propulsion. In the process industry, there are usually boilers that can produce steam to be used to transfer heat to a process. The steam produced by this boiler comes from water that is fed to the boiler and then boiled. After being raised at a certain temperature, the steam is ready to flow to the plant, such as a heater or turbine. In the process of converting water into steam, there are often problems so that the output is not what you want, such as the volume of water that is too large or below the setpoint. The volume of water that does not match the setpoint will cause many problems such as overpressure and overheat which causes the vapor pressure not to the desired specifications. In addition, failure in the control process can also result in system failure which can be fatal, such as damage to the vessel due to poorly controlled feed water which can even cause an explosion because the vessel is not strong enough to withstand the pressure generated [1].

The problems that arise at this time are the Fuzzy method in the Water Level Control System prototype to adjust the long time parameters and poor control accuracy, one of the efforts that is still very likely to be developed is; build an optimization method to solve the complexity of the optimization process, adjust the value of Fuzzy control parameters for a short time and have good control accuracy. The right method is the Cuckoo Search Algorithm (CSA).

Author Biographies

Farid Yanuar, Widyagama University Malang

Electrical Engineering Study Program

Fachrudin Hunaini, Widyagama University Malang

Electrical Engineering Study Program

Gigih Priyandoko, Widyagama University Malang

Informatics Engineering Study Program

References

R. S. Montolalu, F. Y. Suratman, & P. Pangaribuan,

“Rancang Bangun Sistem Kontrol Level Dan Temperatur

Boiler Dengan Metode Pid Dan Kontrol Dua Posisi ( Design And Implementation For Controlling Boiler Water

Level And Temperature Using Pid Method And On- Off

Control ),” E-Proceeding Of Engineering, vol. 2, no. 2,

pp. 2262–2269, 2015.

W. Zulaikah & T. A, “Aplikasi Teknik Kendali Fuzzy

Pada Pengendalian Level Cairan,” Repostory Universitas

Diponegoro, pp. 1–11, 2011.

E. Yazid, “Penerapan Kendali Cerdas Pada Sistem Tangki

Air Menggunakan Logika Fuzzy,” Jurnal Fiisika Himpunan Fisika Indonesia, vol. 9, no. 2, pp. 11–23, 2009.

M. Dahria, “Kecerdasan Buatan ( Artificial Intelligence ),”

Jurnal Saintikom, vol. 5, no. 2, pp. 185–197, 2008.

M. R. Djalal, D. Ajiatmo, A. Imran, & I. Robandi, “Desain

Optimal Kontroler Pid Motor Dc Menggunakan Cuckoo

Search Algorithm,” Sentia Polinema, 2014.

M. R. Djajal, D. Ajiatmo, & I. Robandi, “Frequency Control Pltmh Dengan Capacitive Energy Storage Menggunakan Cuckoo Search Algorithm,” Repostory Universitas,

Ardiansyah, “Rancang Bangun Sistem Pemberian Pakan

Ternak (Sapi) Dan Pengadukannya Secara Otomatis

Berbasis Mikrokontroler,” Repostori Uin Alauddin, 2018.

N. P. Wong & D. Suwandi, “Penerapan Algoritma Cuckoo

Search Pada Travelling Salesman Problem,” Seminar Nasional Sistem Informasi Indonesia, pp. 2–4, 2013.

Singgih, “Analisis Performa Water Tube Boiler Kapasitas 115 Ton / Jam Di Pt . Pertamina Refinery Unit Vi

Balongan-Indramayu,” Jurnal Unnes, 2016.

I. K. Missa & E. Al, “Rancang Bangun Alat Pasang Surut Air Laut Berbasis Arduino Uno Dengan Menggunakan

Sensor Ultrasonik Hc-Sr04,” Jurnal Fisika Sains, vol. 3,

no. 2, pp. 102–105, 2018.

I. Arifin, “Automatic Water Level Control Berbasis Mikrocontroller Dengan Sensor Ultrasonik,” Jurnal

Unnes, 2015.

A. Megindo, E. Ariyanto, & Vokasi, “Sistem Kontrol

Suhu Air Menggunakan Pengendali Pid. Dan Volume Air

Pada Tanki Pemanas Air Berbasis Arduino Uno,” Gema

Teknologi, vol. 18, no. 4, pp. 21–28, 2016.

M. Irwansyah & D. Istardi, “Pompa Air Aquarium Menggunakan Solar Panel,” Jurnal Polibatam, vol. 5, no. 1, pp.

–90, 2013.

A. Sofwan, “Penerapan Fuzzy Logic Pada Sistem Pengaturan Jumlah Air Berdasarkan Suhu Dan Kelembaban,” Seminar Nasional Aplikasi Teknologi Informasi, pp.

–2005, 2005.

F. Hunaini, I. Robandi, & N. Sutantra, “Lateral And Yaw

Motion Control Of The Vehicle Using Fuzzy Logic And

Pid Being Optimized By Firefly Algorithm,” Journal Of

Theoreted And Applied Information Technology, vol. 87,

no. 1, pp. 16–24, 2016.

R. Andiyani, “Penerapan Alogartima Cuckoo Search

Dalam Permasalahan Penjadwalan Flowshop,” 2017.

M. Riduwan, F. Hunaini, & M. Mukhsim, “Sistem Kontrol

Governor Menggunakan Pid Yang Dioptimasi Dengan

Metode Cuckoo Search Algorithm (Csa) (Governor

Control System Using Pid Optimized With the Cuckoo

Search Algorithm (Csa),” JEEE-U (Journal of Electrical

and Electronic Engineering-UMSIDA), vol. 3, no. 1, pp.

–162, 2019. [Online]. Available: 10.21070/jeee-u.

v3i1.2090;https://dx.doi.org/10.21070/jeee-u.v3i1.2090

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Published
2020-10-31
 
Section
Electrical Power Engineering