CEREDINDONESIACEREDINDONESIA

International Journal of Economic, Technology and Social Sciences (Injects)International Journal of Economic, Technology and Social Sciences (Injects)

This paper described the design of a fuzzy logic-based temperature control system for Paint Protection Film (PPF) installation workshop spaces. PPF installation requires optimal temperature conditions (20-27°C) to ensure proper adhesion, but workshop environments often experience temperature fluctuations that compromise installation quality. The research method uses computational simulation with a modified Mamdani fuzzy logic approach, incorporating more aggressive membership functions, adaptive aggression factors, and integral control. Simulation was conducted with a setpoint of 20°C, initial temperature of 30°C, and duration of 30 minutes. Results show the system successfully achieved a steady-state error of 1.491°C, overshoot of 45.14%, and settling time of 30.0 minutes, meeting validation criteria with steady-state error < 1.5°C. The system maintained temperature within the manufacturer-recommended range for PPF installation. The research concludes that modified fuzzy logic control strategies effectively enhance system performance for specific PPF workshop applications. The main contribution is the development of a control system tailored to the specific requirements of PPF workshop environments, filling a research gap in intelligent control system applications for this context.

The research successfully designed and simulated a fuzzy logic-based temperature control system optimized for PPF installation workshop spaces.The system effectively controlled room temperature from 30°C to a 20°C setpoint within 30 minutes, achieving a steady-state error of 1.This study contributes a modified fuzzy logic control strategy tailored to the unique requirements of PPF workshop environments, addressing a gap in existing research.

Further research should investigate the integration of humidity control within the fuzzy logic system to create a more comprehensive environmental control solution for PPF workshops, as humidity significantly impacts film adhesion. Additionally, exploring the implementation of this system with real-time data from actual workshop environments, including variations in worker activity and sunlight exposure, would validate its performance under realistic conditions. Finally, a comparative study evaluating the energy efficiency of this fuzzy logic-based system against other control methods, such as PID control and conventional HVAC systems, could provide valuable insights for optimizing energy consumption and reducing operational costs in PPF installation facilities. These investigations, building upon the current research, will contribute to a more robust and practical solution for maintaining optimal environmental conditions in PPF workshops, ultimately enhancing the quality and efficiency of the installation process.

  1. Temperature-induced microstructural changes in shells of laboratory-grown Arctica islandica (Bivalvia)... journals.plos.org/plosone/article?id=10.1371/journal.pone.0247968Temperature induced microstructural changes in shells of laboratory grown Arctica islandica Bivalvia journals plos plosone article id 10 1371 journal pone 0247968
  2. An Effect Sensitivity Harmonics of Rotor Induction Motors Based On Fuzzy Logic | International Journal... doi.org/10.14419/IJET.V7I2.13.16936An Effect Sensitivity Harmonics of Rotor Induction Motors Based On Fuzzy Logic International Journal doi 10 14419 IJET V7I2 13 16936
  3. Automatic Plant Watering System Based on Air Temperature and Soil Humidity Using the Fuzzy Sugeno Method... jurnal.polgan.ac.id/index.php/sinkron/article/view/11893Automatic Plant Watering System Based on Air Temperature and Soil Humidity Using the Fuzzy Sugeno Method jurnal polgan ac index php sinkron article view 11893
  4. Optimization Control Strategies and Evaluation Metrics of Cooling Systems in Data Centers: A Review.... mdpi.com/2071-1050/16/16/7222Optimization Control Strategies and Evaluation Metrics of Cooling Systems in Data Centers A Review mdpi 2071 1050 16 16 7222
Read online
File size651.02 KB
Pages10
DMCAReport

Related /

JURIS Evaluating Interactive Murals An Empirical Study on Teaching Basic Vocabulary to Young Children 2026More at 2026

UNMUNM The study is grounded in educational theories that emphasize active engagement, multisensory learning, and social interaction as critical components ofThe study is grounded in educational theories that emphasize active engagement, multisensory learning, and social interaction as critical components of

JURIS E Learning As Information Technology Based Learning Media For Students 2026More at 2026

PENELITIPENELITI This is due to student learning being more beneficial across all four indicators of effective learning. The LMS provides satisfaction regarding the qualityThis is due to student learning being more beneficial across all four indicators of effective learning. The LMS provides satisfaction regarding the quality

JURIS Green Marketing Study Analysis in Comprehensive Business Strategy 2026More at 2026

LPPPIPUBLISHINGLPPPIPUBLISHING Hasil penelitian ini menggarisbawahi pentingnya integrasi keberlanjutan lingkungan dalam strategi pemasaran untuk mencapai keunggulan kompetitif dan memenuhiHasil penelitian ini menggarisbawahi pentingnya integrasi keberlanjutan lingkungan dalam strategi pemasaran untuk mencapai keunggulan kompetitif dan memenuhi

JURIS The Influence of Understanding the Concept of Akil Baligh and Psychological Readiness on Students Puberty Preparation at State Islamic Junior High Schools 2025More at 2025

IJCIEDIJCIED Primary data collection with a quantitative approach using the Survey research method, while secondary data collection with a qualitative approach usingPrimary data collection with a quantitative approach using the Survey research method, while secondary data collection with a qualitative approach using

JURIS Formal Legality of the Status of the Fitrah Zakat Amil Committee of the Mosque in Tanjung Morawa B Village Tanjung Morawa District According to Zakat Regulations in Indonesia 2025More at 2025

DINASTIRESDINASTIRES The data collection method used by the author is by means of field observation and reviewing the data sources that the author mentioned, namely primary,The data collection method used by the author is by means of field observation and reviewing the data sources that the author mentioned, namely primary,

JURIS Implementasi Program Menghafal Al Qur an Dengan Metode Sambung Ayat di Madrasah Aliyah Swasta Plus Al Ulum Medan 2025More at 2025

JURNALALKHAIRATJURNALALKHAIRAT Weekly evaluations strengthened memory and provided constructive feedback. The verse-linking method offers a practical and empirical approach to optimizingWeekly evaluations strengthened memory and provided constructive feedback. The verse-linking method offers a practical and empirical approach to optimizing

JURIS Sistematic Literatur Review Slr Hambatan Dalam Komunikasi Pendidikan 2025More at 2025

IAIN SUIAIN SU Educational communication has a crucial role in improving students oral communication skills. Through teacher-student interaction and the use of supportiveEducational communication has a crucial role in improving students oral communication skills. Through teacher-student interaction and the use of supportive

JURIS Comparison of Virginia Henderson s Theory to Abraham Maslow s Theory of Basic Human Concepts 2022More at 2022

POLTEKKES PALEMBANGPOLTEKKES PALEMBANG Basic human needs are essential for maintaining life and health. There is a connection between Virginia Hendersons and Abraham Maslows theories, with VirginiaBasic human needs are essential for maintaining life and health. There is a connection between Virginia Hendersons and Abraham Maslows theories, with Virginia

Useful /

JURIS The Effect of the Quality of Islamic Financial Reporting on Investor Investment Decisions 2026More at 2026

LPPPIPUBLISHINGLPPPIPUBLISHING 374. Koefisien arah regresi /β (X) = 0. 599 (nilai positif) berarti bahwa jika kualitas penyajian laporan keuangan Islam meningkat sebesar 1 (unit), maka374. Koefisien arah regresi /β (X) = 0. 599 (nilai positif) berarti bahwa jika kualitas penyajian laporan keuangan Islam meningkat sebesar 1 (unit), maka

JURIS Spatial Patterns of Inequality and Governance in Decentralising Indonesia 1999 2014 2025More at 2025

CEREDINDONESIACEREDINDONESIA Kausalitas terbalik antara ketimpangan dan pemerintahan teridentifikasi ketika indeks penyediaan layanan digunakan sebagai proksi variabel pemerintahan,Kausalitas terbalik antara ketimpangan dan pemerintahan teridentifikasi ketika indeks penyediaan layanan digunakan sebagai proksi variabel pemerintahan,

JURIS Pengaruh Sinar Inframerah Terhadap Proses Penyembuhan Pasien Luka Diabetes Pada Pasein Ulkus Diabetikum 2024More at 2024

AISYAHUNIVERSITYAISYAHUNIVERSITY Subjek dalam penelitian yaitu Ny. S dengan ulkus diabetikum yang dirawat di Novi Wound Care Center. Teknik pengumpulan data yaitu dengan wawancara, observasiSubjek dalam penelitian yaitu Ny. S dengan ulkus diabetikum yang dirawat di Novi Wound Care Center. Teknik pengumpulan data yaitu dengan wawancara, observasi

JURIS Pengaruh Air Rebusan Daun Sirsak terhadap Tekanan Darah pada Lansia di Puskesmas Yosomulyo Kota Metro 2024More at 2024

AISYAHUNIVERSITYAISYAHUNIVERSITY Analisa data menggunakan uji Paired T-Test. Hasil penelitian menunjukkan bahwa rata-rata tekanan darah sistol dan diastol adalah 135,36/85,85 mmHg denganAnalisa data menggunakan uji Paired T-Test. Hasil penelitian menunjukkan bahwa rata-rata tekanan darah sistol dan diastol adalah 135,36/85,85 mmHg dengan

ads-block-test