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A Novel Methodology to Investigate the Impact of Electricity Market Reforms on Future Electricity Prices
2024 59th International Universities Power Engineering Conference (UPEC)
Year: 2024 | Conference Paper |
Electricity market reforms are essential to the United Kingdom (UK) government's plan to achieve net zero by 2035. However, the impact of these reforms on future electricity prices remains challenging due to the complex and intermittent nature of renewable energy sources. This research paper presents a novel methodology to investigate the impact of current electricity market reforms in the UK on f...Show More
Performance Analysis of Photovoltaic Installations Based on Machine Learning Techniques
2024 59th International Universities Power Engineering Conference (UPEC)
Year: 2024 | Conference Paper |
This paper investigates the novel performance analysis of photovoltaic (PV) installations by applying machine learning techniques (ML). The data used for the research is a mixed dataset of data from an experimental PV installation located at Brunel University London with correspondingly available weather data. Firstly, the analysis aims to establish various sensitivity relationships between PV pow...Show More
Renewable Energy Policy Trends in the European Union: Insights from a Text Mining Analysis
2024 IEEE International Humanitarian Technologies Conference (IHTC)
Year: 2024 | Conference Paper |
The European Union’s renewable energy transition was affected by significant geopolitical challenges recently and the necessary changes in strategic plans were adopted. This study reflects how likely these changes will lead to the consistent development of energy systems taking into consideration all stages of the energy supply chain. Through the extraction and preprocessing of text from National ...Show More
Management of liquefied natural gas distribution based on the logistic infrastructure of European and African countries
Daniil Hulak;Oleksandr Yakushev;Oksana Yakusheva;Maryna Petchenko;Oleksandr Chernyshov;Ganna Myroshnychenko
2023 IEEE 5th International Conference on Modern Electrical and Energy System (MEES)
Year: 2023 | Conference Paper |
Cited by: Papers (1)
The Russian full-scale invasion of Ukraine in 2022 prompted European countries to implement economic sanctions against Russia to address the ongoing conflict. In response, Russia resorted to manipulating gas deliveries to Europe, leading to changed contracts, gas flow limitations, and artificial restrictions. Given the importance of reliable energy partners, European countries started urgently dev...Show More
Investigating an Ensemble of ARIMA Models for Accurate Short-Term Electricity Demand Forecasting
2023 58th International Universities Power Engineering Conference (UPEC)
Year: 2023 | Conference Paper |
Cited by: Papers (1)
This paper investigates the effectiveness of ensemble modelling for time series forecasting using Autoregressive Integrated Moving Average (ARIMA) models. In recent years, ensemble modelling has become a popular approach for improving forecasting accuracy by combining multiple models to achieve better performance than individual models. However, there is still limited research on the effectiveness...Show More
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