Alex Kell's Projects
Config files for my GitHub profile.
Personal website
Use of deep reinforcement learning to optimally control a battery in a house in Australia
Statistical analysis of a dataset related to energy used in the USA of different buildings. This includes data such as gas and electricity usage, and specific data such as energy used by air-conditioning, or lighting. Dataset can be found here: http://en.openei.org/datasets/dataset/commercial-and-residential-hourly-load-profiles-for-all-tmy3-locations-in-the-united-states
Use of reinforcement learning to optimise carbon tax to reduce carbon emissions and costs
Cayman is a Jekyll theme for GitHub Pages
Social media analysis using twitter to analyse opinion during the aftermath of the Charlie Hebdo attacks in France. Identified opinion leaders, and news breakers on subsequent related stories, using network analyses.
CSC8110 Cloud Computing Coursework
Long term electricity market agent based model simulation used to observe the effect of policy on investment decisions
Model paper for ElecSIM
EMlab/emlab-generation is a suite of Agent-Based Models of power generation, dealing with energy and carbon policy questions. There is focus on long-term developments.
The personal website/portfolio template by Hashir Shoaib. Built using React and Bootstrap.
Code which implements some interesting machine learning techniques.
Long Term Electricity Investment Model (LTEIM) - Agent Based Model for assessing the impact of policy on investment decisions
Monte-Carlo Simulations to automatically find optimum design of Energy Capturing Windows using CERN developed toolkit, GEANT4
Human behavioural classification based upon their movements inside a shopping mall. Built machine learning infrastructure from scratch, going from raw data to automated insight.
Mesa is an agent-based modeling framework in Python
A modern LaTeX Beamer theme
A script which will convert CCG Starter Kits into a form compatible with MUSE.
The teaching kit for NISMOD
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent