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Dairy farming can be an energy intensive form of farming. Understanding the factors affecting electricity consumption on dairy farms is crucial for farm owners and energy providers. In order to accurately estimate electricity demands in…

Artificial Intelligence · Computer Science 2023-08-21 Hossein Khaleghy , Abdul Wahid , Eoghan Clifford , Karl Mason

To understand complex system dynamics in dairy farming, it is essential to use modeling tools that capture farm heterogeneity, social interactions, and cumulative environmental impacts. This study proposes an agent-based modeling (ABM)…

Artificial Intelligence · Computer Science 2026-05-06 Surya Jayakumar , Kieran Sullivan , John McLaughlin , Christine OMeara , Indrakshi Dey

Dairy farming consumes a significant amount of energy, making it an energy-intensive sector within agriculture. Integrating renewable energy generation into dairy farming could help address this challenge. Effective battery management is…

Machine Learning · Computer Science 2024-05-16 Nawazish Ali , Abdul Wahid , Rachael Shaw , Karl Mason

Agro-photovoltaic (APV) is a growing farming practice that combines agriculture and solar photovoltaic projects within the same area. This emerging market is expected to experience significant growth in the next few years, with a projected…

Computer Vision and Pattern Recognition · Computer Science 2024-09-02 Sai Paavan Kumar Dornadula , Pascal Brunet , Susan Elias

Distributed solar photovoltaic (PV) systems are projected to be a key contributor to future energy landscape, but are often poorly represented in energy models due to their distributed nature. They have higher costs compared to utility PV,…

Physics and Society · Physics 2023-07-20 Parisa Rahdan , Elisabeth Zeyen , Cristobal Gallego-Castillo , Marta Victoria

Dairy farming is a particularly energy-intensive part of the agriculture sector. Effective battery management is essential for renewable integration within the agriculture sector. However, controlling battery charging/discharging is a…

Machine Learning · Computer Science 2023-08-21 Nawazish Ali , Abdul Wahid , Rachael shaw , Karl Mason

Agrivoltaics (APV) is the dual use of land by combining agricultural crop production and photovoltaic (PV) systems. In this work, we have analyzed three different APV configurations: static with optimal tilt, vertically-mounted bifacial,…

Systems and Control · Electrical Eng. & Systems 2022-11-02 Kamran Ali Khan Niazi , Marta Victoria

Great Britain aims to meet growing electricity demand and achieve a fully decarbonised grid by 2035, targeting 70 GW of solar photovoltaic (PV) capacity. However, grid constraints and connection delays hinder solar integration. To address…

Systems and Control · Electrical Eng. & Systems 2025-02-27 Hussah Alghanem , Alastair Buckley

This research article explores potential influencing factors of solar photovoltaic (PV) system adoption by municipal authorities in Germany in the year 2019. We derive seven hypothesized relationships from the empirical literature on…

General Economics · Economics 2022-12-13 Maren Springsklee , Fabian Scheller

This paper discusses emerging operational challenges associated with the integration of solar photovoltaic (PV) in the All-Island power system (AIPS) of Ireland and Northern Ireland. These include the impact of solar PV on: (i) dispatch…

Systems and Control · Electrical Eng. & Systems 2024-04-09 Taulant Kerci , Manuel Hurtado , Simon Tweed , Marta Val Escudero , Eoin Kennedy , Federico Milano

Renewable sources of energy are the future due to the environmental problems caused by non-renewable sources to produce energy. The biggest issue with renewable energy sources is that the power produced by devices such as PV solar panels…

Signal Processing · Electrical Eng. & Systems 2022-10-24 Rohaib Bhatti , Ali John Naqvi , Abdullah Tauqeer

The adoption of residential photovoltaic systems (PV) is seen as an important part of the sustainable energy transition. To facilitate this process, it is crucial to identify the determinants of solar adoption. This paper follows a…

General Economics · Economics 2021-12-24 Emily Schulte , Fabian Scheller , Daniel Sloot , Thomas Bruckner

Photovoltaics (PVs) are a critical technology for curbing growing levels of anthropogenic greenhouse gas emissions, and meeting increases in future demand for low-carbon electricity. In order to fulfil ambitions for net-zero carbon dioxide…

Applied Physics · Physics 2024-08-29 James C. Blakesley , Ruy S. Bonilla , Marina Freitag , Alex M. Ganose , Nicola Gasparini , Pascal Kaienburg , George Koutsourakis , Jonathan D. Major , Jenny Nelson , Nakita K. Noel , Bart Roose , Jae Sung Yun , Simon Aliwell , Pietro P. Altermatt , Tayebeh Ameri , Virgil Andrei , Ardalan Armin , Diego Bagnis , Jenny Baker , Hamish Beath , Mathieu Bellanger , Philippe Berrouard , Jochen Blumberger , Stuart A. Boden , Hugo Bronstein , Matthew J. Carnie , Chris Case , Fernando A. Castro , Yi-Ming Chang , Elmer Chao , Tracey M. Clarke , Graeme Cooke , Pablo Docampo , Ken Durose , James R. Durrant , Marina R. Filip , Richard H. Friend , Jarvist M. Frost , Elizabeth A. Gibson , Alexander J. Gillett , Pooja Goddard , Severin N. Habisreutinger , Martin Heeney , Arthur D. Hendsbee , Louise C. Hirst , M. Saiful Islam , K. D. G. Imalka Jayawardena , Michael B. Johnston , Matthias Kauer , Jeff Kettle , Ji-Seon Kim , Dan Lamb , David Lidzey , Jihoo Lim , Roderick MacKenzie , Nigel Mason , Iain McCulloch , Keith P. McKenna , Sebastian B. Meier , Paul Meredith , Graham Morse , John D. Murphy , Chris Nicklin , Paloma Ortega-Arriaga , Thomas Osterberg , Jay B. Patel , Anthony Peaker , Moritz Riede , Martyn Rush , James W. Ryan , David O. Scanlon , Peter J. Skabara , Franky So , Henry J. Snaith , Ludmilla Steier , Jarla Thiesbrummel , Alessandro Troisi , Craig Underwood , Karsten Walzer , Trystan Watson , J. Michael Walls , Aron Walsh , Lucy D. Whalley , Benedict Winchester , Samuel D. Stranks , Robert L. Z. Hoye

Accurate estimation of solar irradiance is essential for reliable modelling of solar photovoltaic (PV) power production. In Ireland's highly variable maritime climate, where ground-based measurement stations are sparsely distributed,…

Applications · Statistics 2025-09-26 Maeve Upton , Eamonn Organ , Amanda Lenzi , James Sweeney

Photovoltaic (PV) power production increased drastically in Europe throughout the last years. About the 6% of electricity in Italy comes from PV and for an efficient management of the power grid an accurate and reliable forecasting of…

Machine Learning · Computer Science 2014-09-30 Matteo De Felice , Marcello Petitta , Paolo M. Ruti

Solar energy is a renewable resource of energy that is broadly utilized and has the least emissions among renewable energies. In this study, machine learning methods of artificial neural networks (ANNs), least squares support vector…

Using solar power in the process industry can reduce greenhouse gas emissions and make the production process more sustainable. However, the intermittent nature of solar power renders its usage challenging. Building a model to predict…

Systems and Control · Electrical Eng. & Systems 2022-05-17 Yu Yang , Jia Mao , Richard Nguyen , Annas Tohmeh , Hen-Geul Yeh

Electric vehicles are expected to significantly contribute to CO2-eq. emissions reduction, but the increasing number of EVs also introduces chal-lenges to the energy system, and to what extent it contributes to achieving cli-mate goals…

Multiagent Systems · Computer Science 2024-01-15 Kristoffer Christensen , Zheng Grace Ma , Bo Nørregaard Jørgensen

Adoption of battery energy storage systems for behind-the-meters application offers valuable benefits for demand charge management as well as increasing PV-utilization. The key point is that while the benefit/cost ratio for a single…

Systems and Control · Computer Science 2017-12-20 M. E. Raoufat , B. Asghari , R. Sharma

Agrivoltaics (AV) is a dual land-use approach to collocate solar energy generation with agriculture for preserving the terrestrial ecosystem and enabling food-energy-water synergies. Here, we present a systematic approach to model the…

Systems and Control · Electrical Eng. & Systems 2022-06-14 Habeel Alam , Muhammad Ashraful Alam , Nauman Zafar Butt
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