Data Center Control Application With Fuzzy Logic

Author:

YILMAZ Hasan1ORCID,ALTUN Adem Alpaslan2ORCID,BİLEN Mehmet3ORCID

Affiliation:

1. SELÇUK ÜNİVERSİTESİ, BEYŞEHİR ALİ AKKANAT İŞLETME FAKÜLTESİ

2. SELÇUK ÜNİVERSİTESİ, TEKNOLOJİ FAKÜLTESİ, BİLGİSAYAR MÜHENDİSLİĞİ BÖLÜMÜ

3. BURDUR MEHMET AKİF ERSOY ÜNİVERSİTESİ, MÜHENDİSLİK-MİMARLIK FAKÜLTESİ, BİLGİSAYAR MÜHENDİSLİĞİ BÖLÜMÜ

Abstract

Data centers are systems that host devices utilizing recording and communication technologies, which are expected to operate securely and accurately. Consequently, transforming data centers into smart environments for control purposes has become a significant area of focus. In this study, we monitor the cabinet environment within data centers and ensure that the control system reaches the predetermined optimal state values in the event of undesirable situations. Threshold control was implemented for humidity and flame data, while fuzzy logic theory was applied to temperature data. Fuzzy clusters can be adjusted according to the data center's location at the user's request. This approach allows users to input desired optimal and threshold values into the system, which are then evaluated based on the situation. The designed system ensures data center security with minimal personnel involvement. Additionally, all problematic events are recorded in the system, enabling them to be viewed on a webpage and communicated to designated personnel via email. In the conducted study, the fuzzy-controlled temperature value outputs are reported as heating (40%), cooling (53%), and instances where the system does not perform heating or cooling.

Funder

Selçuk Üniversitesi Bilimsel Araştırma Projeleri Koordinatörlüğü

Publisher

International Conference on Artificial Intelligence and Applied Mathematics in Engineering

Reference45 articles.

1. Özdemir B. "Akıllı Ev Sistemlerinde Güvenlik Zafiyetleri ve Önlemleri", Yüksek Lisans Tezi, İstanbul Şehir Üniversitesi Fen Bilimleri Enstitüsü, İstanbul, 2019.

2. Erışık Y. Ortam İzleme Kontrol Sistemleri [Online]. Available: https://www.cozumpark.com/ortam-zleme-kontrol-sistemleri (accessed: January 4, 2021).

3. Gökmen HT, Küçüksille EU, "Veri Merkezi Tasarımı", In: XV. Akademik Bilişim Konferansı Bildirileri Akdeniz Üniversitesi, Antalya, (2013) 93-97.

4. Koçak Ç. "Bulanık Mantık ile Arı Kovanlarının Uzaktan Takip ve Kontrol Sistemi", Yüksek Lisans Tezi, Mehmet Akif Ersoy Üniversitesi Fen Bilimleri Enstitüsü, Burdur, 2018.

5. Purwanto FH, Utami E, Pramono E. "Design of server room temperature and humidity control system using fuzzy logic based on microcontroller", In: 2018 International Conference on Information and Communications Technology ICOIACT, (2018) 390-395.

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