The Energy Supply and Demand Conundrum
Joaquin Narro and Monica Caamano
Introduction
The Energy Supply and Demand Conundrum
A Brief History of Energy Markets
Systematic Trading in Energy Markets
The Trading Edge
Defining Trading Expectations
Exploring Technical Modelling in Idiosyncratic Energy Markets
Exploring Fundamental Modelling
Introducing Cycle Analysis and Monte Carlo Simulations
Data: Boundaries and Assumptions
Estimating Model Lifetime
Optimising Performance and Risk
Pitfalls in Systematic Model Development
Model Production
Portfolio Construction
Incorporating Human Behaviour
References
Global energy supply and demand is a complex conundrum that provides an optimal breeding ground for inefficiencies that can subsequently be monetised through the development of systematic trading strategies. Energy sources, which are ultimately consumed by end-users, can be classified as primary or secondary according to their nature (Eurostat, 2018). Primary energy is any naturally occurring form of energy. If the primary energy source is not depleted when used, we describe this energy as renewable. This definition therefore includes sunlight, wind, rain, tides, waves and geothermal heat. Non-renewable primary energy comes from sources that will eventually run out, such as fossil fuels (crude oil, coal and natural gas), nuclear energy and, in some instances, biomass.
In most cases, a transformation process is required to accommodate the available primary energy to the end-user’s needs, from heating to transportation, lighting to mining, construction to agriculture. The transformation process, which could be refining crude oil, burning coal or harvesting wind energy through windmills, typically results in secondary energy sources, such as electricity or petroleum products (Marx
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