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从上世纪的太阳能热水器，到当下热议的新能源汽车，可持续发展的「未来能源」正在逐步成为人们工作生活的重要部分。
课程纲要
-Basic definitions: energy source, product and resource
-From source to resource: the energy project
-Geo-resources fundamentals: petroleum engineering, geothermal engineering and CO2 capture and sequestration
-From raw energy source to marketable product: conversion processes
-Finite vs. renewable energy: impact on resources quantification and classification (the UNFC-2009 example)
-Smart grid
-Condition monitoring techniques
-Admittance matrix and load flow problems
-Gauss Seidl Power Flow method – theory and practise
-Newton Raphson Power Flow method – theory and practise
-Information and communication techniques for power system
-Power system planning and operation
课程纲要
-Introduction to Cyber Security-Attacks and Vulnerabilities
-Critical Infrastructure
课程纲要
-Introduction to Data Analytics
-Statistics refresher and data pre-processing-Predictive analytics: regression refresher and classification methods
-Clustering and dimensionality reduction
-Graph analysis and visualization
-Software and tools for data analytic
-Theory of Distributed Ledger Technology and Blockchain
-Case study: application of data pre-processing and Distributed Ledger Technology Blockchain techniques for data analytics.
课程纲要
-Design of an appropriate analysis toolkit specific to analyse the examples of applications of machine learning and AI technology in energy industry,
-Analysing the development and scaling/design of the AI technologies by evaluating the advantages/disadvantages of the available examples in the areas of applications in energy systems,
-AI techniques (e.g. Artificial Neural Networks, K-means method), and skills to manage, process and use data to support network operation and planning,
-Techniques to evaluate where AI can be used and the potential benefits to the energy industry.
课程纲要
-Design of an appropriate data analytical toolkit specific to evaluate the examples of applications of Blockchain technology in the energy industry
-Blockchain technologies: Analysing the development and scaling/design of the Blockchain technology by evaluating the advantages/disadvantages of the available examples in the assigned areas of applications in energy systems
-Blockchain technologies: Programme in an Ethereum platform in lab simulations and writing a private Blockchain network potentially to be used in the energy industry
-Technology selection: According to the areas of applications and required functions, select the most appropriate method for determining the best type of Blockchain (e.g. permissioned or permission-less, proof-of-work, proof-of-stake and proof of authority)
课程纲要
-Design of an appropriate data analytical toolkit specific to evaluate the examples of applications of Blockchain technology in the energy industry
-Blockchain technologies: Analysing the development and scaling/design of the Blockchain technology by evaluating the advantages/disadvantages of the available examples in the assigned areas of applications in energy systems
-Blockchain technologies: Programme in an Ethereum platform in lab simulations and writing a private Blockchain network potentially to be used in the energy industry
-Technology selection: According to the areas of applications and required functions, select the most appropriate method for determining the best type of Blockchain (e.g. permissioned or permission-less, proof-of-work, proof-of-stake and proof of authority)
