David SuchConnecting Time Machine to the Synology DS1520+ NASEvery time I lose power to my NAS, time machine stops backing up to it. This happens infrequently and yes I know I should have a UPS on the…Oct 24Oct 24
David SuchinAI Advances0.2b Embedded AI — Exploratory Data Analysis (EDA)Part B— From Identifying and Removing Anomalies to Feature Engineering.Aug 1Aug 1
David SuchinAI Advances0.2a Embedded AI — Exploratory Data Analysis (EDA)Part A — From Data Collection to Data Visualisation and Analysis.Jul 28Jul 28
David SuchinAI Advances0.1 Embedded AI — The Evolution of Artificial IntelligenceYou will often see it stated that Deep Learning (DL) is a subset of Machine Learning (ML) and Machine Learning is a subset of Artificial…Jul 171Jul 171
David Such5. Embedded AI — Battery State of Charge using Machine LearningOur first attempt at an ML model was a worse predictor, than a horizontal line through the mean. Don’t panic! We are only half way through…Jul 7Jul 7
David Such4. Embedded AI — Battery State of Charge using Machine LearningHow accurate is Machine Learning (ML), compared to a lookup table with interpolation, when predicting a batteries State of Charge (SOC)…Jul 2Jul 2
David Such3. Embedded AI — Battery State of Charge using Machine LearningBattery State of Charge (SOC) indicates the remaining charge of a battery as a percentage of its total capacity. This information is vital…Jun 302Jun 302
David Such2. Embedded AI — Battery State of ChargeIn part one of our series on embedded AI we explained the Machine Learning (ML) process, using linear regression as an example. We will…Jun 27Jun 27
David Such1. Embedded AI — Linear Regression‘machine learning is statistics minus any checking of models and assumptions’. — Brian D. RipleyJun 23Jun 23
David SuchIs it worth adding batteries to a solar system in Australia?From 1 July 2023, wholesale electricity prices in the NSW market increased by around 50%¹. Not all of this was passed on by retailers but…Jun 12Jun 12
