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Showing papers in "Energy in 2018"


Journal ArticleDOI
01 Feb 2018-Energy
TL;DR: In this article, a wide scope of thermal energy storage field is discussed and the role of TES in the contexts of different thermal energy sources and how TES unnecessitates fossil fuel burning are explained.

707 citations


Journal ArticleDOI
01 Apr 2018-Energy
TL;DR: A novel solar prediction scheme for hourly day-ahead solar irradiance prediction by using the weather forecasting data is proposed and it is demonstrated that the proposed algorithm outperforms these competitive algorithms for single output prediction.

568 citations


Journal ArticleDOI
01 Oct 2018-Energy
TL;DR: In this paper, the authors considered both cross-sector and cross-border integration in the model PyPSA-Eur-Sec-30, the first open, spatially-resolved, temporally resolved and sector-coupled energy model of Europe, and calculated the cost-optimal system for a 95% reduction in carbon dioxide emissions compared to 1990, incorporating electricity, transport and heat demand.

432 citations


Journal ArticleDOI
01 Dec 2018-Energy
TL;DR: It is quantified how benefits exceed costs by a safe margin with the benefits of systems integration being the most important.

373 citations


Journal ArticleDOI
15 Jun 2018-Energy
TL;DR: In this article, the authors introduced a growth model that considers the indicator of economic complexity as a measure of capabilities for exporting the high value-added (sophisticated) products.

279 citations


Journal ArticleDOI
15 Dec 2018-Energy
TL;DR: In this article, a review of inorganic phase change materials (PCMs) in thermal energy storage has been presented, focusing on the thermal properties of the inorganic PCMs.

272 citations


Journal ArticleDOI
01 Jun 2018-Energy
TL;DR: A review of the state of the art and the current research activities of high temperature heat pumps with heat sink temperatures in the range of 90 to 160°C can be found in this paper.

270 citations


Journal ArticleDOI
01 Feb 2018-Energy
TL;DR: In this paper, a comparative out-of-sample analysis is conducted using monthly electric energy consumption time series from different countries in order to obtain more accurate demand forecasts, and the proposed methodologies substantially improve the forecast accuracy of the demand for energy end-use services in both developed and developing countries.

261 citations


Journal ArticleDOI
15 Nov 2018-Energy
TL;DR: The optimization results demonstrate that a wind and solar energy based hybrid system with electrochemical storage offers more cost effective and reliable energy than a hybrid system for renewable energy with chemical storage.

247 citations


Journal ArticleDOI
15 Mar 2018-Energy
TL;DR: In this article, the causal relationship between energy consumption, urbanization and economic growth using Dumitrescu-Hurlin panel Granger causality test for the period 1971-2014 in New Emerging-Market Countries (Colombia, India, Indonesia, Kenya, Malaysia, and Mexico).

234 citations


Journal ArticleDOI
15 Oct 2018-Energy
TL;DR: A hybrid forecast strategy including novel feature selection technique, and a complex forecast engine based on a new intelligent algorithm to improve its accuracy and capability is proposed for short-term load forecasting of electricity load.

Journal ArticleDOI
01 Nov 2018-Energy
TL;DR: Results indicate that the proposed DE–LSTM model outperforms existing forecasting models in terms of forecasting accuracies and is designed to identify suitable hyperparameters for LSTM.

Journal ArticleDOI
Cheng Zhang1, Walid Allafi1, Quang Dinh1, Pedro Ascencio1, James Marco1 
01 Jan 2018-Energy
TL;DR: In this article, a decoupled weighted recursive least squares (DWRLS) method is proposed to estimate the parameters of the battery fast and slow dynamics separately, which circumvents an additional full-order observer for battery estimation.

Journal ArticleDOI
01 Apr 2018-Energy
TL;DR: In this article, the feasibility of a grid-tied hybrid microgrid system for local inhabitants of Kallar Kahar near Chakwal city of Punjab province in Pakistan is investigated.

Journal ArticleDOI
01 Sep 2018-Energy
TL;DR: A new hybrid model based on improved empirical mode decomposition (IEMD), autoregressive integrated moving average (ARIMA) and wavelet neural network (WNN) optimized by fruit fly optimization algorithm (FOA) is proposed and compared with some other models.


Journal ArticleDOI
15 May 2018-Energy
TL;DR: A possible definition of flexibility and its sources in a thermal network is presented and the need for a more advanced control strategy is shown, by making a distinction between central, distributed and hybrid control.

Journal ArticleDOI
15 Feb 2018-Energy
TL;DR: In this article, the authors developed an open framework for quantifying the impacts of weather on electricity supply and demand using the Renewables.ninja and DESSTINEE models and demonstrated this using a case study of Britain using National Grid's Two Degrees scenario forwards to 2030.

Journal ArticleDOI
15 Apr 2018-Energy
TL;DR: The two empirical results illustrate that the novel initial condition with dynamic weighted coefficients can better adjust to the features of electricity consumption data than the previous initial conditions and show the superiority of the newly proposed model over the benchmark models.

Journal ArticleDOI
15 Dec 2018-Energy
TL;DR: The results show that the forecasting error of DBN model was mostly at a small level, and the forecasting accuracy of the proposed method outperforms BP and MWNN by more than 44%.

Journal ArticleDOI
15 Mar 2018-Energy
TL;DR: A fuzzy MCDM technique based on cumulative prospect theory is proposed for selecting the most appropriate RPS in China and shows that the solar PV is determined to be the best one in China, but the optimal alternative is sensitive to the prospect parameters.

Journal ArticleDOI
01 Oct 2018-Energy
TL;DR: In this paper, the authors investigated the dynamic long run relationship between CO2 emissions, economic growth, financial development, trade openness, industrialization, urbanization, coal and non-carbohydrate energy consumption within the framework of environmental Kuznets curve (EKC) for Turkey over the period 1971-2014.

Journal ArticleDOI
01 Jul 2018-Energy
TL;DR: In this paper, a seasonal grey model (SGM(1,1) model) based on the accumulation operators generated by seasonal factors was proposed to accurately predict the seasonal fluctuations of the electricity consumption of the primary economic sectors, which can provide the basis for power supply planning to ensure supply and demand balance in the electricity markets.

Journal ArticleDOI
15 May 2018-Energy
TL;DR: In this paper, a genetic algorithm was used as an evaluation engine by a genetic algorithms with the aim of minimising energy consumption in a small office building in Cardiff, UK, and the optimisation strategy successfully shifts load to cheaper price periods and reduces energy cost by around 27% compared to the baseline strategy.

Journal ArticleDOI
15 Feb 2018-Energy
TL;DR: In this paper, the behavior of long-term coulombic efficiency (CE) and its relationship with capacity degradation was explored and an incremental capacity (IC) analysis was employed to identify battery aging mechanisms.

Journal ArticleDOI
01 Oct 2018-Energy
TL;DR: Simulation results show that the multi energy system designed by the proposed optimal planning model shows better economic and environmental performances than the conventional centralized energy system and the typical combined cooling, heating and power systems.

Journal ArticleDOI
01 Nov 2018-Energy
TL;DR: The novelty of this work is in the incorporation of an IDM technique FCM-GRP into CHPEED to automatically determine the BCSs that represent decision makers' different, even conflicting, preferences.

Journal ArticleDOI
01 Oct 2018-Energy
TL;DR: A multiple health indicators-based and machine learning-enabled state-of-health estimator for prognostics and health management and an extreme learning machine is introduced to capture the underlying correlation between the extracted health indicators and capacity degradation to improve the speed and accuracy of machine learning for online estimation.

Journal ArticleDOI
01 Apr 2018-Energy
TL;DR: In this paper, two thermally coupled ternary extractive distillation processes were studied to separate the Ternary azeotropic mixture tetrahydrofuran/ethanol/water using a single component solvent (dimethyl sulfoxide) and a mixed solvent(dimethyl sulphoxide and ethylene glycol) as entrainer.

Journal ArticleDOI
01 Sep 2018-Energy
TL;DR: In this article, the feasibility of photovoltaic-thermoelectric (PV-TE) was analyzed and the current types and performance of PV-TE were reviewed.