Analysis of Anfis-Based Approaches for the Prediction of Net Energy Consumption

2021 ◽  
Author(s):  
Uchechi Ukaegbu ◽  
L.K Tartibu ◽  
M.O. Okwu.
Keyword(s):  
Energy Consumption ◽  
Net Energy

scholarly journals Temperature Effects on Electricity and Gas Consumption: Empirical Evidence from Mexico and Projections under Future Climate Conditions

2020 ◽  
Vol 13 (1) ◽  
pp. 305
Author(s):  
W.J. Wouter Botzen ◽  
Tim Nees ◽  
Francisco Estrada
Keyword(s):  
Climate Change ◽  
Energy Consumption ◽  
Fixed Effects ◽  
Electricity Consumption ◽  
Energy Transition ◽  
Net Energy ◽  
Economic Costs ◽  
Climate Conditions ◽  
Linear Relationships ◽  
Gas Consumption

Fixed effects panel models are used to estimate how the electricity and gas consumption of various sectors and residents relate to temperature in Mexico, while controlling for the effects of income, manufacturing output per capita, electricity and gas prices and household size. We find non-linear relationships between energy consumption and temperature, which are heterogeneous per state. Electricity consumption increases with temperature, and this effect is stronger in warm states. Liquified petroleum gas consumption declines with temperature, and this effect is slightly stronger in cold states. Extrapolations of electricity and gas consumption under a high warming scenario reveal that electricity consumption by the end of the century for Mexico increases by 12%, while gas consumption declines with 10%, resulting in substantial net economic costs of 43 billion pesos per year. The increase in net energy consumption implies greater efforts to comply with the mitigation commitments of Mexico and requires a much faster energy transition and substantial improvements in energy efficiency. The results suggest that challenges posed by climate change also provide important opportunities for advancing social sustainability goals and the 2030 Agenda for Sustainable Development. This study is part of Mexico’s Sixth National Communication to the United Nations Framework Convention on Climate Change.

Effect of Diethylstilbestrol on Utilization of Energy by the Growing Chick

1958 ◽  
Vol 195 (3) ◽  
pp. 654-658 ◽  
Author(s):  
F. W. Hill ◽  
L. B. Carew ◽  
A. van Tienhoven
Keyword(s):  
Energy Consumption ◽  
Linear Function ◽  
Heat Production ◽  
Live Weight ◽  
Metabolizable Energy ◽  
Energy Yield ◽  
Net Energy ◽  
Lower Protein ◽  
Energy Gains ◽  
Total Tissue

Increased fat production in diethylstilbestrol-treated chicks was found to be due primarily to increased energy consumption and to a lesser extent to preferential synthesis of fat at the expense of protein tissue. This was shown in experiments comparing normal and estrogen-treated male chicks with respect to gains in live weight, fat and protein at two planes of nutrition, and the yield of metabolizable and productive (net) energy which they obtained from the diet. It was found that the fattening effect could not be due to increased digestibility, increased net energy yield from absorbed nutrients, or lowered heat production. Under the influence of estrogen, total tissue gain expressed in Calories was increased, and was composed of greater fat gain and lower protein gain. Tissue energy gains were a linear function of metabolizable energy consumption. This relationship predicted equal tissue energy gains under pair-feeding conditions, which was confirmed experimentally.

scholarly journals Is Energy a Requirement for, or a Consequence of Economic Growth in Mauritius?

2020 ◽  
Author(s):  
HArris Neeliah ◽  
Boopen SEETANAH
Keyword(s):  
Economic Growth ◽  
Energy Consumption ◽  
Voluntary Contraction ◽  
Net Energy ◽  
Omitted Variables ◽  
Production Models ◽  
Long Run ◽  
Short Run ◽  
Growth Production ◽  
Dynamic Time

Abstract The non-reproducible nature of energy, coupled to its essentiality either as a direct or an intermediary input, makes it a crucial factor of production. We posit that it is, a complement to capital and labor and should be included in growth production models. Mauritius is a net energy importer, hence information about the nexus between energy consumption and economic growth is central to policy-making. This paper attempts to analyze this relationship for Mauritius within a multivariate framework over the period 1961 to 2019. The work adopts a dynamic time series framework (VECM approach) to account for dynamism, causality, endogeneity and omitted variables. Empirical results reveal long-run and short-run elasticities of energy consumption on economics growth of 0.33 and 0.17 respectively, thus giving credence to the thesis that energy is an important growth determinant in Mauritius. We also uncovered bi-directional causality between energy consumption and economic growth in both the long-run and the short-run. Therefore, unexpected and/ or voluntary contraction in either economic growth or energy consumption could result in a ‘feedback effect’ and dent either.JEL: Q4, O1

scholarly journals An energy-efficient metro speed profiles for energy savings: application to the Valencia metro

2016 ◽  
Author(s):  
Ignacio Villalba Sanchis ◽  
Pablo Salvador Zuriaga
Keyword(s):  
Energy Consumption ◽  
Energy Savings ◽  
Economic Cost ◽  
Rolling Stock ◽  
Net Energy ◽  
General Terms ◽  
Proposed Model ◽  
Single Vehicle ◽  
Reduction Of Energy Consumption ◽  
Actual Energy Consumption

Nowadays one of the main priorities for metro line operators is the reduction of energy consumption, due to the environmental impact and economic cost. In order to achieve this objective different strategies can be applied, normally focused into rolling stock, infrastructure and/or operation. Considering short-term measures and related to the traffic operation strategies, different approaches are being researched. One of the most effective strategy which reduce net energy consumption is the use of efficient driving techniques. These techniques produces a speed profile between two stations that requires the minimum net energy consumption, without degrading commercial running times or passenger comfort. In this paper, a computer model for calculating the metro vehicles speed profiles minimizing the energy consumption was developed. The equations considered in the model represent the behavior of a single vehicle operated under manual driving, subject to different constraints such as the headway, cycle time, distances and acceleration limits. The proposed model calculates different commands to be systematically executed by the driver. The resulting simulator has been tuned by means of on board measurements of speed, accelerations and energy consumption obtained along different lines in Metro de Valencia network. For this purpose, different scenarios are analyzed to assess the achievable energy savings. In general terms and comparing with the actual energy consumption, the solutions proposed can reduce the net energy consumption around 19%.DOI: http://dx.doi.org/10.4995/CIT2016.2016.3774

scholarly journals ICT Development and Sustainable Energy Consumption: A Perspective of Energy Productivity

2018 ◽  
Vol 10 (7) ◽  
pp. 2568 ◽  
Author(s):  
Zheming Yan ◽  
Rui Shi ◽  
Zhiming Yang
Keyword(s):  
Energy Consumption ◽  
Energy Use ◽  
Sustainable Energy ◽  
General Purpose ◽  
Productivity Index ◽  
Net Energy ◽  
Energy Productivity ◽  
Productivity Improvement ◽  
Ict Development ◽  
Saving Effect

The information and communication technology (ICT) is closely related to the future of global energy consumption, not only because the ICT equipment itself increasingly consumes energy, but also because it is a general-purpose technology which may affect energy use of almost all sectors. Given the controversy over the net energy-saving effect of ICT, this paper focuses on a new perspective, i.e., energy productivity, to investigate the relationship between ICT development and energy consumption. Using a data panel of 50 economies over the period of 1995 to 2013, results of the Malmquist energy productivity index generally indicate an unbalanced development of energy productivity across the globe, while results of the patent-based ICT knowledge stock indicate a huge gap of ICT development comparing the high-income economies with the others. Furthermore, regression results indicate that ICT development is significantly related to energy productivity improvement. Finally, this paper suggests accelerating ICT development in underdeveloped economies, given the global common task of sustainable energy consumption.

Research on the Design and Construction of Zero-Energy Building

2014 ◽  
Vol 587-589 ◽  
pp. 224-227
Author(s):  
Zhi Jun Zhang
Keyword(s):  
Energy Consumption ◽  
Carbon Emissions ◽  
Fossil Fuels ◽  
Developed Countries ◽  
Net Energy ◽  
Zero Energy ◽  
Zero Energy Building ◽  
Net Zero ◽  
Zero Net Energy ◽  
Zero Energy Buildings

A zero-energy building, also known as a zero net energy (ZNE) building, net-zero energy building (NZEB), or net zero building, is a building with zero net energy consumption and zero carbon emissions annually. Buildings that produce a surplus of energy over the year may be called “energy-plus buildings” and buildings that consume slightly more energy than they produce are called “near-zero energy buildings” or “ultra-low energy houses”. Traditional buildings consume 40% of the total fossil fuel energy in the US and European Union and are significant contributors of greenhouse gases. The zero net energy consumption principle is viewed as a means to reduce carbon emissions and reduce dependence on fossil fuels and although zero energy buildings remain uncommon even in developed countries, they are gaining importance and popularity.

Energy Efficiency in Children With Myelomeningocele During Acute Use of Assistive Devices: A Pilot Study

2018 ◽  
Vol 35 (1) ◽  
pp. 57-75 ◽  
Author(s):  
Jennifer K. Sansom ◽  
Beverly D. Ulrich
Keyword(s):  
Energy Efficiency ◽  
Energy Consumption ◽  
Pilot Study ◽  
Oxygen Uptake ◽  
Early Adulthood ◽  
Minimal Change ◽  
Assistive Devices ◽  
Assistive Device ◽  
Energy Requirements ◽  
Net Energy

Due to increased metabolic demands during walking, ∼50% of children with myelomeningocele transition to wheelchair use during adolescence/early adulthood. The purpose of our pilot study involving children with myelomeningocele was to determine: (a) energy expenditure needs during acute use of common assistive devices and (b) if walking poles are a feasible assistive device. Oxygen uptake was recorded for eight (5–12 years old) children in four conditions: independent, walker, crutches, and poles. Acute pole use did not significantly differ from independent walking net energy consumption or cost. Participants consumed more energy while walking with the walker than independently. Our pilot results suggest that (a) acute use of common assistive devices while walking increases energy consumption and cost versus independent and (b) poles are feasible assistive devices, resulting in slightly increased energy requirements. Poles may have provided “just enough” support with minimal change in energy requirements for our participants and, with practice, may enable children with myelomeningocele to remain community ambulators.

Energy Consumption Discussions of Porcelain Produce with Operating Conditions in a Simplified Model

2014 ◽  
Vol 936 ◽  
pp. 1775-1779
Author(s):  
Jun Liang Yu
Keyword(s):  
Energy Consumption ◽  
High Energy ◽  
Operating Conditions ◽  
Simplified Model ◽  
Net Energy ◽  
Mass Ratio ◽  
Solid Mass ◽  
Fuel Distribution ◽  
Total Energy Balance ◽  
Excess Number

Porcelain produce is a very high energy consumption process. According to total energy balance analysis, a variety of operating conditions are analyzed for effect of net energy consumption. One real porcelain plate produce process is introduced as the reference case. Operating conditions are defined in three parameters, which are air excess number, fuel distribution and solid mass ratio. A simplified model based on finite difference method (FDM) is solved to calculate axial gas and solid temperature profiles and net energy consumption. The net energy consumption in porcelain produce is calculated and discussed in quantity with three operating conditions above separately. Finally, it is concluded that net energy consumption is higher with bigger air excess number and solid mass ratio, while fuel distribution will have no influence on net energy consumption.

Estimation of Net Energy Consumption in Turkey Using Different Indicators

2009 ◽  
Vol 4 (3) ◽  
pp. 261-277 ◽  
Author(s):  
A. Sözen ◽  
E. Arcaklioglu ◽  
Z. Tek[idot]ner
Keyword(s):  
Energy Consumption ◽  
Net Energy

scholarly journals Effect of compression refining on fiber properties

BioResources ◽  
2020 ◽  
Vol 15 (4) ◽  
pp. 8696-8707
Author(s):  
Jari Käyhkö ◽  
Eero Hiltunen ◽  
Yrjö Hiltunen ◽  
Ekaterina Nikolskaya ◽  
Lauri Kulmala ◽  
...  
Keyword(s):  
Nuclear Magnetic Resonance ◽  
Energy Consumption ◽  
Magnetic Resonance ◽  
Time Domain ◽  
Strength Properties ◽  
Net Energy ◽  
Fiber Properties ◽  
Nmr Method ◽  
Low Field ◽  
Softwood Pulp

This article shows how fiber properties obtained by the compression refining of bleached softwood pulp refined using a KID 300 refiner differs from traditional bar refining. A KID refiner is a stone crusher that has been modified to refine fiber, and it offers a refining method that could be used at the mill scale. This study showed that compression refining caused more internal fibrillation compared with blade refining and improved the pulp’s ability to be beaten. Net energy consumption in compression refining was less than that of bar refining. Compression refining yielded pulp with shorter fibers and a higher number of fines, kinks, and curves. Still, the strength properties of the paper were the same level as bar-refined pulp, probably due to the higher internal fibrillation and flexibility of the fibers. It was also shown that the low field time-domain nuclear magnetic resonance (TD-NMR) method was capable of measuring the porosity and internal fibrillation of the fiber.

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