Search Results - Python-Based Energy Modeling

Comprehensive energy modeling and optimization of hybrid PV-Wind systems for Ankara, Türkiye and Fujairah, UAE by Qamar, Shabahat Hasnain, Farouk Salim Habib, Omar Ahmed, Said, Zafar, Gomes, Joao, Alodhayb, Abdullah N.

“… Utilizing a multi-tool approach integrating Python-based simulations, HOMER Pro analysis, and PVWatts benchmarking, the study evaluates energy generation, seasonal load matching, economic feasibility…”
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Modelling and analysis of V-shaped bifacial PV systems for agrivoltaic applications: A Python-based approach for energy optimization by Guarino, Stefania, Buscemi, Alessandro, Chiaruzzi, Christian, Lo Brano, Valerio

“… A custom Python-based algorithm using PVlib was developed to simulate the performance of the system, accounting for mutual shading, multiple solar radiation…”
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Modeling control strategies for prosumers in a Python-based modular simulation tool by Schoen, Andrea, Ringelstein, Jan, Mende, Denis, Braun, Martin

“… In this publication, a Python-based modular simulation tool for developing and analysing control strategies for prosumers, which uses…”
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Python-based Industrial Energy System Planning by Schnell, Felix, Weiner, Peter, Sauer, Alexander

“… Based on this, a Python-based simulation tool is developed to model and evaluate industrial energy systems…”
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Python‐based scikit‐learn machine learning models for thermal and electrical performance prediction of high‐capacity lithium‐ion battery by Tran, Manh‐Kien, Panchal, Satyam, Chauhan, Vedang, Brahmbhatt, Niku, Mevawalla, Anosh, Fraser, Roydon, Fowler, Michael

“…) to perform safely and efficiently. Accurate and reliable battery modeling is important for the BMS to function properly…”
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EdgeSimPy: Python-based modeling and simulation of edge computing resource management policies by Souza, Paulo S., Ferreto, Tiago, Calheiros, Rodrigo N.

“… To overcome this challenge, we propose EdgeSimPy, a simulation framework written in Python for modeling and evaluating resource management policies in Edge Computing environments…”
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Micki: A python-based object-oriented microkinetic modeling code by Hermes, Eric D, Janes, Aurora N, Schmidt, J R

“… This Python-based code is modular and object oriented, framing the development of microkinetic models in familiar chemical terms…”
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Solcore: a multi-scale, Python-based library for modelling solar cells and semiconductor materials by Alonso-Álvarez, D., Wilson, T., Pearce, P., Führer, M., Farrell, D., Ekins-Daukes, N.

“… Uniquely, it combines a complete semiconductor solver capable of modelling the optical and electrical properties of a wide range of solar cells, from quantum well devices to multi-junction solar cells…”
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A novel python-based floating offshore wind turbine simulation framework by López-Queija, Javier, Sotomayor, Eneko, Jugo, Josu, Aristondo, Ander, Robles, Eider

“…The expansion of floating offshore wind brings the industry closer to achieving commercial viability. However, the challenging environment characterised by…”
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Modeling proton acceleration and penetration: A Python-based approach for medical physics applications by Luo, Yunyue, Gurskaia, Ekaterina, Alnaimi, Radhwan

“… This study presents an open-source Python framework for modeling proton focusing and penetration in laser-plasma acceleration systems, providing a lightweight alternative for medical physics research and education…”
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A Novel Approach for Optimizing Building Energy Models Using Machine Learning Algorithms by Kubwimana, Benjamin, Najafi, Hamidreza

“…) using Python EnergyPlus. A Python-based script is developed to automate the data…”
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simba: a python-based single-point astrochemical solver and analysis tool by Keyte, Luke, Ran, Jason

“… (‘Solver for Inferring Molecular aBundances in Astrophysical environments’), a new python-based single-point astrochemical modelling package designed to solve chemical reaction networks across diverse astrophysical environments…”
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The E3SM Diagnostics Package (E3SM Diags v2.7): a Python-based diagnostics package for Earth system model evaluation by Zhang, Chengzhu, Golaz, Jean-Christophe, Forsyth, Ryan, Vo, Tom, Xie, Shaocheng, Shaheen, Zeshawn, Potter, Gerald L., Asay-Davis, Xylar S., Zender, Charles S., Lin, Wuyin, Chen, Chih-Chieh, Terai, Chris R., Mahajan, Salil, Zhou, Tian, Balaguru, Karthik, Tang, Qi, Tao, Cheng, Zhang, Yuying, Emmenegger, Todd, Burrows, Susannah, Ullrich, Paul A.

“…The E3SM Diagnostics Package (E3SM Diags) is a modern, Python-based Earth system model (ESM) evaluation tool…”
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Emipy: An open-source Python-based tool to analyze industrial emissions in Europe by Overberg, Florian A., Böttcher, Philipp C., Witthaut, Dirk, Morgenthaler, Simon

“…Targeted information about carbon dioxide emissions and various other pollutants is essential for research and consulting in environmental protection, public health and energy systems analysis…”
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optiGAN: a deep learning-based alternative to optical photon tracking in Python-based GATE (10+) by Mummaneni, Guneet, Trigila, Carlotta, Krah, Nils, Sarrut, David, Roncali, Emilie

“… This study explores the integration of optiGAN, a GAN model into GATE 10, the new Python-based version of the GATE medical physics simulation framework released in November 2024…”
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A Review on Pollution Treatment in Cement Industrial Areas: From Prevention Techniques to Python-Based Monitoring and Controlling Models by Zhu, Xinghan, Yang, Jinzhong, Huang, Qifei, Liu, Tao

“…, is inevitable due to the continuous increment of population and urbanization. To cope with this challenge, numerous filtering methods, recycling techniques, and modeling approaches have been introduced…”
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Hybrid computational modeling of solar aircraft efficiency in magnetohydrodynamics Darcy–Forchheimer flow using kerosene-based SWCNT and MWCNT nanofluids by Louati, Hanen, Shah, Zahoor, Talha, Muhammad, Almazah, Mohammed M. A.

“…This study develops a Python-Based Supervised Artificial Intelligence (PB-SAI) framework to examine the nonlinear thermofluidic performance of a kerosene-bound single- and multi-walled carbon nanotube (SWCNT–MWCNT…”
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A Python Based Automatic Impedance Scan Tool for PSCAD Models by Wang, Xiaoyu, Huang, Shun Hsien Fred, Schmall, John, Rose, Jonathan, Sun, Jian

“…The growth of inverter-based resources (IBRs) in power systems leads to stability challenges on system operations that were not of major concerns in the past,…”
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Application of Python-Based Abaqus Secondary Development in Laser Shock Forming of Aluminum Alloy 6082-T6 by Yang, Junru, Zhang, Tongle, Kong, Chuijiang, Sun, Boyu, Zhu, Ran

“… In order to improve the efficiency of the simulation modeling of laser shock forming for aluminum alloy 6082-T6, Python scripting language was used for the secondary development of Abaqus…”
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A smart platform (BEVPro) for modeling, evaluating, and optimizing community microgrid integrated with buildings, distributed renewable energy, electricity storage, and electric vehicles by Chen, Wenjian, He, Yingdong, Li, Nianping, Wang, Zhe, Peng, Jinqing, Xiang, Xingchao

“… Nonetheless, there are few easy-to-use simulation platforms for conveniently and fast modeling and optimizing building-EV energy networks since it involves many research fields…”
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