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Building integrated photovoltaic (BIPV) facades represent a promising pathway towards urban decarbonization, especially where roof areas are insufficient and ground-mounted arrays are infeasible. Although machine learning-based approaches…

Computer Vision and Pattern Recognition · Computer Science 2025-11-25 Ayca Duran , Christoph Waibel , Bernd Bickel , Iro Armeni , Arno Schlueter

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

This work asks how light harvesting in photosynthetic systems can be optimised for economically scalable, sustainable energy production. Hierarchy theory is introduced as a system-analysis and optimisation tool better able to handle…

Biological Physics · Physics 2014-02-26 Andrew K. Ringsmuth

The use of residential photovoltaics has increased dramatically in recent years. With battery systems becoming more affordable, the optimal operation of a photovoltaic-battery system can bring significant savings to households. Optimal…

Machine Learning · Statistics 2026-05-28 Joris Depoortere , Hussain Kazmi , Johan Driesen

Environmental, economical and technical benefits of photovoltaic (PV) systems make them to be used in many countries. The main characteristic of PV systems is the fluctuations of their output power. Hence, high penetration of PV systems…

Systems and Control · Computer Science 2016-06-07 Farzad Ferdowsi , Ahmad Sadeghi Yazdankhah , Hossein Madadi Kojabadi

Novel photovoltaics, such as perovskites and perovskite-inspired materials, have shown great promise due to high efficiency and potentially low manufacturing cost. So far, solar cell R&D has mostly focused on achieving record efficiencies,…

Nowadays common practice in deploying photovoltaic distributed generations (PVDGs) is customer-based installation in the distribution network. Increasing level of PVDG applications and expedite approval by utilities have raised concern…

Optimization and Control · Mathematics 2017-12-13 Hamidreza Sadeghian , Zhifang Wang

Energy storage becomes crucial for energy systems with an increasing share of renewable energy sources. Artificial photosynthesis, in particular photovoltaic water splitting, provides both sustainable energy generation and energy storage in…

Materials Science · Physics 2016-04-12 Bugra Turan , Jan-Philipp Becker , Felix Urbain , Friedhelm Finger , Uwe Rau , Stefan Haas

To reach ambitious European CO$_2$ emission reduction targets, most scenarios of future European electricity systems rely on large shares of wind and solar photovoltaic power generation. We interpolate between two concepts for balancing the…

Physics and Society · Physics 2017-06-19 David P. Schlachtberger , Tom Brown , Stefan Schramm , Martin Greiner

An accurate and up-to-date model of a photovoltaic (PV) power plant is essential for its optimal operation and maintenance. However, such a model may not be easily available. This work introduces a novel approach for PV power plant mapping…

Computer Vision and Pattern Recognition · Computer Science 2025-12-23 Viktor Kozák , Jan Chudoba , Libor Přeučil

Remarkable penetration of renewable energy in electric networks, despite its valuable opportunities, such as power loss reduction and loadability improvements, has raised concerns for system operators. Such huge penetration can lead to a…

Applied Physics · Physics 2017-06-12 Hamidreza Sadeghian , Mir Hadi Athari , Zhifang Wang

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

The main objective of this study is to combine remote sensing and machine learning to detect soil moisture content. Growing population and food consumption has led to the need to improve agricultural yield and to reduce wastage of natural…

Image and Video Processing · Electrical Eng. & Systems 2019-07-09 Natalia Efremova , Dmitry Zausaev , Gleb Antipov

The variable nature of the solar generation and the inherent uncertainty in solar generation forecasts are two challenging issues for utility grids, especially as the distribution grid integrated solar generation proliferates. This paper…

Systems and Control · Computer Science 2017-03-02 Alireza Majzoobi , Amin Khodaei , Shay Bahramirad

Modern agriculture faces escalating challenges: increasing demand for food, labor shortages, and the urgent need to reduce environmental impact. Agricultural robotics has emerged as a promising response to these pressures, enabling the…

Robotics · Computer Science 2025-06-23 Stephane Ngnepiepaye Wembe , Vincent Rousseau , Johann Laconte , Roland Lenain

The first and most important purpose of the current research work is to investigate the effects that different battery types have on the optimal configuration of photovoltaic (PV) and battery systems, from both economic and resilience…

Signal Processing · Electrical Eng. & Systems 2019-02-01 Stamatis Tsianikas , Jian Zhou , Nooshin Yousefi , David W. Coit

Use of lighter than air platforms (aerostats and airships) for reconnaissance and surveillance over long periods can be facilitated by generation of power on-board through solar photovoltaic arrays. Attempts to integrate solar photovoltaic…

Instrumentation and Detectors · Physics 2016-10-26 Kuntal Ghosh , Anirban Guha , Siddharth P. Duttagupta

Power supply from renewable resources is on a global rise where it is forecasted that renewable generation will surpass other types of generation in a foreseeable future. Increased generation from renewable resources, mainly solar and wind,…

Machine Learning · Statistics 2017-06-28 Mohana Alanazi , Mohsen Mahoor , Amin Khodaei

Optimal Volt/VAR control (VVC) in distribution networks relies on an effective coordination between the conventional utility-owned mechanical devices and the smart residential photovoltaic (PV) inverters. Typically, a central controller…

Systems and Control · Electrical Eng. & Systems 2022-01-17 Yao Long , Daniel S. Kirschen

Polymer based organic photovoltaic (OPV) technology offers a relatively inexpensive option for solar energy conversion provided its efficiency increases beyond the current level (6-7%) along with significant improvements in operational…

Materials Science · Physics 2015-03-17 Biswajit Ray , Pradeep R. Nair , Muhammad A. Alam