Sitemap
A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
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Blog Post number 4
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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
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Blog Post number 2
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Blog Post number 1
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portfolio
Weather Data Prediction Using the XGBoost Algorithm on a LoRa-Based Weather Station System
A research project focusing on weather data collection through a LoRa-based weather station and applying the XGBoost algorithm for accurate prediction and analysis. I also wrote a paper and submitted it to the IEEE! You can find the article here
publications
Weather Data Prediction Using the XGBoost Algorithm on a LoRa-Based Weather Station System
Published in IEEE (Under Review), 1900
Weather prediction plays a vital role in energy, transportation, and construction sectors, where accurate forecasts can significantly reduce economic losses. In Indonesia, challenges such as uneven GSM/4G coverage and the limited accuracy of satellite data hinder reliable local predictions. This paper presents the design and implementation of a LoRa-based weather station integrated with a multi-parameter sensor and machine learning prediction using the XGBoost algorithm. The proposed system collects real-time weather data through a HONDE HD-WSM-U-07 sensor, transmits data via LoRa communication, and applies XGBoost regression models trained on historical data from an Automatic Weather Station (AWS) and local sensor measurements. Experimental results show that the proposed model achieves an R² of up to 0.9 in predicting temperature, humidity, irradiation, and rainfall. The integration of LoRa communication and machine learning enables accurate and energy-efficient weather prediction for remote areas.
talks
Talk 1 on Relevant Topic in Your Field
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This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
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This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.