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Thoughts on technology, development, and more. Sharing insights from my journey in software development and research.

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By Danke Hidayat

Automating Calibration and Report Generation with Google Colab: A Comparative Analysis of DHT11 and HTC-1 Sensors Using Fuzzy Logic and LaTeX

Transform your sensor calibration workflow with this automated pipeline using Google Colab. Discover how to compare DHT11 and HTC-1 sensors, apply fuzzy logic for comfort analysis, and generate professional LaTeX PDF reports automatically - all within a reproducible research environment.

embedded-systemsdata-analysisresearchIoTGoogle ColabSensor CalibrationFuzzy LogicPythonLaTeXAutomationData Science
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Blog Post
By Danke Hidayat

Energy Monitoring System Calibration: Linear Regression Approach for Sensor Accuracy

Improving DHT11 sensor accuracy through linear regression calibration against HTC-1 reference measurements, achieving 0.8°C MAE in temperature and 1.15% MAE in humidity readings.

embedded-systemsdata-analysisiotdata-sciencesensor-calibrationlinear-regressionpythonprojecttutorial
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Blog Post
By Danke Hidayat

Implementing Mamdani Fuzzy Logic for Real-Time IoT-Based Electrical Energy and Room Temperature Monitoring

A comprehensive implementation of Mamdani fuzzy logic for intelligent energy monitoring, achieving 99.88% sensor accuracy and real-time classification with mathematical rigor.

researchembedded-systemsdata-analysisfuzzy-logiciotenergy-monitoringsensor-calibrationmathematical-modelingembedded-systemsprojecttechnical-deep-diveresearch-paper
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