图1:能量的可叠加性,示例来自论文《Implicit Generation and Generalization in Energy-Based Models》[10]。 虽然,基于能量方程的生成模型与扩散模型基于相同的统计理论,同属于概率密度估计(Density Estimation)的范畴,但它们在实现上却存在较大的差异:基于能量方程的生成模型会直接建模能量方程 $$\mathcal{E}_{\thet...
Open Generation, Storage, and Transmission Operation and Expansion Planning Model with RES and ESS (openTEPES) - IIT-EnergySystemModels/openTEPES
A tool to quickly and easily create inputs for power systems models Python0MIT6800UpdatedOct 7, 2024 switchPublic A Modern Platform for Planning High-Renewable Power Systems Python1388516(2 issues need help)11UpdatedAug 24, 2024 switch-model.github.ioPublic ...
Common, document-based CAD planning environments do not support this integrated view of a building. In machine engineering, the concept of “semantic datamodels”[5]was established in the 1970s, connecting logical and physical information. For the needs of the building industry, this concept was ...
The Open Group Architectural Framework (TOGAF) version 9.0 includes, for the first time, a business motivation model that is simpler than the OMG model and is based on the concepts of drivers, goals, objectives, and measures. These two models are useful in their own narrow context, but the...
To shape green development models and green ways of life, China has formulated a plan for national strategic emerging industries with the aim to: Guide green consumption, promote green products and increase the proportion of new-energy vehicles and new energy use, with an emphasis on innovation ...
针对score function设计的model称为score-based model \mathbf{s}_\theta(\mathbf{x}),目标是希望学习到一个\mathbf{s}_\theta(\mathbf{x}) \approx \nabla_\mathbf{x} \log p(\mathbf{x})。举个例子,我们可以容易地使用energy-based model 参数化一个score-based model:...
The existing transportation energy modeling tools rely on either data-driven, mainly regression analysis of aggregate or disaggregate data derived from land use and travel demand patterns in the city through both top-down and bottom-up methods, or simulation based models. A broad range of data inp...
Research on Evaluation and Driving Factors of Sustainable Development of Chinese Sub-Provincial Cities Based on Public Participation The main body of this paper focuses on the status and planning of the sustainable construction of Chinese sub-provincial cities. Twelve evaluation indicato... Y Chang,X...
The proposed work models energy states in a photovoltaic-energy storage system in order to understand the nature of charge/discharge rates for energy storage that affect the system's power output. This developed Markov chain model may assist when planning both large and small-scale grid integrated...