Introduction This is my first time diving into home automation in a bottom-up building, and I’m starting with something basic, lighting control. The client wanted a smarter and more energy-efficient home, so I decided to use KNX technology to automate the lights. It’s an exciting journey, and I’m eager to share my experience in the …
My First KNX Home Automation Project: A Step-by-Step Guide Read More »
In this current post, we go into the exploration and analysis of various regression machine learning methods. Our objective is to utilize a range of machine learning techniques to forecast the load demand of the Cyprus power system. In the initial phase, the ‘data’ dataframe include all essential features and measurements spanning a 16-month period. …
Deploying Diverse Regression Machine Learning Algorithms: An Implementation Overview Read More »
The KNX Association was founded in 1990, its headquarters are located in Brussels (Belgium) and its original name was “EIB Association”. In general, the aim of the Association was to promote smart homes, smart buildings and in particular the EIB (European Installation Bus) system, which jointly developed by some very well-known manufacturers. KNX is an …
following the previous article about handle cyclical features, feature scaling is also important when we are going to use a machine learning algorithms. Is a method to scale the features in a comparative form. But, how can we scaling it ? what is the difference between normalization and standardization ? and when we can use …
Feature Scaling (Normalisation and Standardisation) / Python implementation Read More »
Often in situations of use machine learnings methods, we have to consider how to handle the cyclic features. For example in K-Means algorithm it use Euclidean distance in order to sort the available data’s in clusters. In this situations the distance between the hour 0 (00:00) from 23 (23:00) is bigger than what really is. …
A lot of DIY projects need a programmable microcontroller to control the operation of it. In the current article we will discuss a suitable industrial module to control a dc motor speed. The following article is my inspiration after i am trying to building a small project that need to connect Arduino with motor controller …
How to use 0-5v plc to control the speed of high current dc motor Read More »
