Data-driven prediction and optimization toward net-zero and positive-energy buildings: A systematic review
SN Mousavi, MG Villarreal-Marroquín… - Building and …, 2023 - Elsevier
Recent advances toward sustainable cities have promoted the concept of near-zero energy
consumption. A Positive Energy Building (PEB) model has been developed by the European …
consumption. A Positive Energy Building (PEB) model has been developed by the European …
Taxonomy research of artificial intelligence for deterministic solar power forecasting
With the world-wide deployment of solar energy for a sustainable and renewable future, the
stochastic and volatile nature of solar power pose significant challenges to the reliable …
stochastic and volatile nature of solar power pose significant challenges to the reliable …
Short-term solar radiation forecasting using hybrid deep residual learning and gated LSTM recurrent network with differential covariance matrix adaptation evolution …
Developing an accurate and robust prediction of long-term average global solar irradiation
plays a crucial role in industries such as renewable energy, agribusiness, and hydrology …
plays a crucial role in industries such as renewable energy, agribusiness, and hydrology …
Automation systems in smart buildings: a review
In the present scenario everyone turned into smart applications by including the intelligence
into the applications and this reduces the burden of frequent interruption or control by the …
into the applications and this reduces the burden of frequent interruption or control by the …
Short-term power prediction for photovoltaic power plants using a hybrid improved Kmeans-GRA-Elman model based on multivariate meteorological factors and …
With the continuous consumption of fossil fuels such as coal, oil and natural gas, the
environmental energy problem has become the focus of attention in the world. The utilization …
environmental energy problem has become the focus of attention in the world. The utilization …
Multi-step short-term solar radiation prediction based on empirical mode decomposition and gated recurrent unit optimized via an attention mechanism
X Kong, X Du, G Xue, Z Xu - Energy, 2023 - Elsevier
The utilization of sustainable and renewable energy for building heating is pivotal to
achieving sustainable development goals. However, the volatility of solar energy poses …
achieving sustainable development goals. However, the volatility of solar energy poses …
A novel hybrid model for multi-step ahead photovoltaic power prediction based on conditional time series generative adversarial networks
F Li, H Zheng, X Li - Renewable Energy, 2022 - Elsevier
The accuracy of photovoltaic power forecasting is crucial to the revenue of new energy
generation projects in electricity market trading. However, due to the highly stochastic …
generation projects in electricity market trading. However, due to the highly stochastic …
Intelligent controllers and optimization algorithms for building energy management towards achieving sustainable development: challenges and prospects
Buildings account for a significant amount of energy consumption leading to the issues of
global emissions and climate change. Thus, energy management in a building is …
global emissions and climate change. Thus, energy management in a building is …
A hybrid method based on neural network and improved environmental adaptation method using Controlled Gaussian Mutation with real parameter for short-term load …
Load forecasting is a challenging task in power markets that require attention in generating
accurate and stable load to deal with planning and management strategies. In past few …
accurate and stable load to deal with planning and management strategies. In past few …
[HTML][HTML] Analytical study on changes in domestic hot water use caused by COVID-19 pandemic
D Kim, T Yim, JY Lee - Energy, 2021 - Elsevier
COVID-19 made considerable changes in the lifestyle of people, which have led to a rise in
energy use in homes. So, this study investigated the relationship between COVID-19 and …
energy use in homes. So, this study investigated the relationship between COVID-19 and …