Suchergebnisse - Model Development- modeling methodologies General Terms

OSeMOSYS: The Open Source Energy Modeling System An introduction to its ethos, structure and development von Howells, Mark, Rogner, Holger, Strachan, Neil, Heaps, Charles, Huntington, Hillard, Kypreos, Socrates, Hughes, Alison, Silveira, Semida, DeCarolis, Joe, Bazillian, Morgan, Roehrl, Alexander

“… This paper discusses the design and development of the Open Source Energy Modeling System (OSeMOSYS …”
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FairSense: Long-Term Fairness Analysis of ML-Enabled Systems von She, Yining, Biswas, Sumon, Kastner, Christian, Kang, Eunsuk

“… Algorithmic fairness of machine learning (ML) models has raised significant concern in the recent years …”
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A New Long-Term Photovoltaic Power Forecasting Model Based on Stacking Generalization Methodology von Ofori-Ntow Jnr, Eric, Ziggah, Yao Yevenyo, Rodrigues, Maria Joao, Relvas, Susana

“… This study proposes a new stacked generalization methodology for predicting long-term photovoltaic power …”
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A General Methodology for Climate‐Informed Approaches to Long‐Term Flood Projection—Illustrated With the Ohio River Basin von Schlef, Katherine E., François, Baptiste, Robertson, Andrew W., Brown, Casey

“… ‐informed approaches to long‐term flood projection are an appealing alternative to traditional modeling chains …”
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Long term building energy demand for India: Disaggregating end use energy services in an integrated assessment modeling framework von Chaturvedi, Vaibhav, Eom, Jiyong, Clarke, Leon E., Shukla, Priyadarshi R.

“… The present study uses a technologically detailed, service based building energy model nested in the long term, global, integrated assessment framework, GCAM, to produce scenarios of the evolution …”
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Modeling global residential sector energy demand for heating and air conditioning in the context of climate change von Isaac, Morna, van Vuuren, Detlef P.

“… In this article, we assess the potential development of energy use for future residential heating and air conditioning in the context of climate change …”
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Long-term scenario alternatives and their implications: LEAP model application of Panama's electricity sector von MCPHERSON, Madeleine, KARNEY, Bryan

“… warming potential, and resource diversity index. To this end, this study applies the scenario development methodology developed by Schwartz in the context of the energy-economic modeling platform 'Long-range Energy Alternative Planning' (LEAP …”
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The integration of long-term marginal electricity supply mixes in the ecoinvent consequential database version 3.4 and examination of modeling choices von Vandepaer, Laurent, Treyer, Karin, Mutel, Chris, Bauer, Christian, Amor, Ben

“… Purpose The long-term marginal electricity supply mixes of 40 countries were generated and integrated into version …”
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The long-term forecast of Taiwan’s energy supply and demand: LEAP model application von Huang, Yophy, Bor, Yunchang Jeffrey, Peng, Chieh-Yu

“… The long-term forecasting of energy supply and demand is an extremely important topic of fundamental research in Taiwan due …”
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Causal relationships between energy consumption, foreign direct investment and economic growth: Fresh evidence from dynamic simultaneous-equations models von Omri, Anis, Kahouli, Bassem

“… This paper examines the interrelationships between energy consumption, foreign direct investment and economic growth using dynamic panel data models in simultaneous-equations for a global panel …”
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The costs of mitigating carbon emissions in China: findings from China MARKAL-MACRO modeling von Chen, Wenying

“… In this paper MARKAL-MACRO, an integrated energy-environment-economy model, is used to generate …”
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The Use of Partial Least Squares Structural Equation Modeling in Strategic Management Research: A Review of Past Practices and Recommendations for Future Applications von Hair, Joseph F., Sarstedt, Marko, Pieper, Torsten M., Ringle, Christian M.

“… Even though partial least squares structural equation modeling (PLS-SEM) is frequently used for studies in strategic management, this kind of assessment has only been conducted by Hulland (1999 …”
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Modeling and forecasting natural gas demand in Bangladesh von Wadud, Zia, Dey, Himadri S., Kabir, Md. Ashfanoor, Khan, Shahidul I.

“… We develop a dynamic econometric model to understand the natural gas demand in Bangladesh, both in the national level, and also for a few sub-sectors …”
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Modelling and forecasting Turkish residential electricity demand von Dilaver, Zafer, Hunt, Lester C

“… the structural time series model to annual data over the period from 1960 to 2008. Household total final consumption expenditure, real energy prices and an underlying energy …”
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working guide to boosted regression trees von Elith, J., Leathwick, J. R., Hastie, T.

“… 1. Ecologists use statistical models for both explanation and prediction, and need techniques that are flexible enough to express typical features of their data, such as nonlinearities and interactions. 2 …”
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Environmental degradation, economic growth and energy consumption: Evidence of the environmental Kuznets curve in Malaysia von Saboori, Behnaz, Sulaiman, Jamalludin

“… The Autoregressive Distributed Lag (ARDL) methodology and Johansen–Juselius maximum likelihood approach were used to test the cointegration relationship …”
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Modelling the impact of urban form on household energy demand and related CO2 emissions in the Greater Dublin Region von Liu, Xiaochen, Sweeney, John

“… ) level based on the building thermal balance model. Moreover, it estimates the impact of possible factors on the household space heating consumption …”
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Scrutinizing different predictive modeling validation methodologies and data-partitioning strategies: new insights using groundwater modeling case study von Lal, Alvin, Sharan, Ashneel, Sharma, Krishneel, Ram, Arishma, Roy, Dilip Kumar, Datta, Bithin

“… This study tests three different data validation methodologies with different data-partitioning strategies while developing a group method of data handling (GMDH …”
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Model projections for household energy use in India von van Ruijven, Bas J., van Vuuren, Detlef P., de Vries, Bert J.M., Isaac, Morna, van der Sluijs, Jeroen P., Lucas, Paul L., Balachandra, P.

“… Energy use in developing countries is heterogeneous across households. Present day global energy models are mostly too aggregate to account for this heterogeneity …”
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Short term decisions for long term problems – The effect of foresight on model based energy systems analysis von Keppo, Ilkka, Strubegger, Manfred

“… This paper presents the development and demonstration of a limited foresight energy system model …”
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