International Journal of Science and Environment
Vol. 6 No. 3 (2026): August 2026

Analysis of the Effect of Fuzzy Logic-Based Environmental Control on Temperature and Humidity Stability in KUB Day-Old Chick Brooders

Muhamad Nur Habib (Department of Mechanical and Mechatronics Engineering, Faculty of Engineering, Universitas Persatuan Guru Republik Indonesia Semarang, Indonesia)
Muchamad Malik (Department of Mechanical and Mechatronics Engineering, Faculty of Engineering, Universitas Persatuan Guru Republik Indonesia Semarang, Indonesia)
Wardatul Jannah (Department of Mechanical and Mechatronics Engineering, Faculty of Engineering, Universitas Persatuan Guru Republik Indonesia Semarang, Indonesia)



Article Info

Publish Date
25 Aug 2026

Abstract

The microclimatic environment during the brooding phase (Days 1–14 post-hatch) is the single most decisive factor governing the survival, growth kinetics, and physiological health of Kampung Unggul Balitbangtan (KUB) Day-Old Chicks (DOC). Due to immature thermoregulatory centers and the absence of thermal insulation, DOCs are poikilothermic and highly susceptible to ambient temperature drops and humidity swings. Conventional bang-bang (ON-OFF) and manual control systems suffer from severe thermal oscillations, actuator chatter, high energy waste, and inrush current surges. This research designs, implements, and rigorously analyzes an intelligent closed-loop microclimate regulation system driven by an embedded Mamdani Fuzzy Logic Controller (FLC) executed on an ESP32 dual-core 32-bit microcontroller. The sensory architecture integrates a high-precision Aosong DHT20 sensor over a deterministic hardware I2C bus for concurrent temperature and relative humidity (RH) acquisition, coupled with a 5:1 metal-film resistive voltage divider monitoring the primary 12V DC power supply rail. The FLC processes error e(T), error rate Δe(T), and RH to modulate ceramic infrared heaters via solid-state zero-crossing phase dimming and variable-speed 12V DC exhaust ventilation. Static metrological calibration against Fluke 971 and Keysight 34461A standards established a Mean Absolute Error (MAE) of 0.182 °C (R² = 0.9998) for temperature, 0.740% for RH (R² = 0.9993), and 0.021 V for power supply rail voltage (R² = 0.9999). Dynamic 24-hour testing under tropical ambient disturbances (22.5–33.8 °C; 56.4–94.6% RH) proved that the proposed FLC maintained brooder temperature with extreme precision at 33.51 ± 0.14 °C (Thermal Stability Index TSI = 99.8%) and RH at 65.2 ± 1.4%, effectively eliminating the ±0.75 °C overshoot/undershoot cycles typical of hysteresis controllers. Biological validation across a 14-day live trial with n = 300 KUB DOC chicks demonstrated that the Fuzzy IoT system suppressed cumulative mortality to 0.67% (vs. 8.00% conventional and 3.00% ON-OFF), increased final Day-14 mean body weight to 374.2 ± 11.6 g (+51.4% over conventional), achieved an extraordinary Feed Conversion Ratio (FCR) of 1.18 (vs. 1.62 conventional), and reduced electrical consumption by 48.6%. The study confirms that fuzzy logic environmental modulation provides superior microclimate stability, animal welfare, and energetic efficiency for smart precision poultry farming.

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Journal Info

Abbrev

IJSE

Publisher

Subject

Agriculture, Biological Sciences & Forestry Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Mathematics Physics

Description

International Journal of Science and Environment (IJSE) is to provide a research medium and an important reference for the advancement and dissemination of research results that support high-level research in the fields of Science and Environment . Original theoretical work and application-based ...