The impending energy and natural resource crisis forces us to research innovative ways of optimizing our resource consumption. Recent studies have shown that a better understanding of an individual’s energy consumption helps people to lower their energy footprint significantly. We propose SPOTLIGHT, a system that profiles an individual's natural resource consumption pattern in real time using w...

Abstract Europe is facing an energy crisis caused by the dramatic rise in gas prices. This situation damaging European economy and urgent measures to reduce consumption are crucial short term. paper aims analyse potential contribution of Power-to-Gas strategy Italian Natural Gas (NG) context current crisis. To do so, system has been modelled means EnergyPLAN software. The electrolysers’ install...

As the COVID-19 virus spread over world, governments restricted mobility to slow transmission. Public health measures had different intensities across European countries but all significant impact on people's daily lives and economic activities, causing a drop of CO2 emissions about 10% for whole year 2020. Here, we analyze changes in natural gas use industry distribution built environment duri...

the hcci combustion process is initiated due to auto-ignition of fuel/air mixture which is dominated by chemical kinetics and therefore fuel composition has a significant effect on engine operation and a detailed reaction mechanism is essential to analysis hcci combustion. a single zone-model permits to have a detailed chemical kinetics modeling for practical fuels. in this study a single-zone ...

Accurately forecasting daily natural gas consumption (NGC) is challenging due to its complex time-varying high-dimensional features. Therefore, this paper proposes a novel hybrid model for NGC consisting of two stages. In Phase I, the parallel local outlier factor-isolation forest-based data preprocessing algorithm applied denoise input and preserve valuable II, convolutional neural network (CN...