43 results
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2. Can Energy Codes Find the Right Balance Between Two Good Choices: Efficiency and Renewables?
- Author
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Baca, Justin, Cain, Joe, Miller, Alexi, Cheslak, Kim, and Edelson, Jim
- Subjects
- *
GREENHOUSE gas mitigation , *SINGLE family housing , *ENERGY conservation , *ENERGY consumption , *RENEWABLE energy sources - Abstract
The current generation of energy codes were born in the 1970s with the sole purpose of conserving energy in homes and buildings, and with no guidance surrounding renewable energy generation or grid integration for those structures. Over the intervening decades, that singular purpose has been complemented by increasing demands to reduce greenhouse gas emissions and to utilize a lower-carbon mix of fuel types. At the same time, the falling costs of renewable energy options, especially solar, have raised the importance of an optimizing calculus between renewable supply options and energy demand reduction options. The paper first reviews the framework for establishing the renewable/efficiency balance in California's Title 24-2019 Residential code. Based on additional analysis, the paper then presents a new framework that encompasses the range of U.S. climate zones and building types covered by the model energy codes, with a special focus on single family homes. This optimization framework is analyzed for its implications to update prescriptive, performance, and rating (such as the Energy Rating Index, or ERI) compliance paths in the model codes. The calculus is also examined for its application in determining impacts of renewable/efficiency combinations on electric grid stability. Additional topics covered include accounting for procuring onsite and offsite renewable energy and for measuring increases in building resiliency. The paper then offers recommendations for code developers by addressing the underlying code issues with regards to accounting, reporting, compliance, and enforcement. [ABSTRACT FROM AUTHOR]
- Published
- 2022
3. Emergency Dispatch Approach for Power Systems with Hybrid Energy Considering Thermal Power Unit Ramping.
- Author
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Zhou, Buxiang, Wu, Jiale, Zang, Tianlei, Cai, Yating, Sun, Binjie, and Qiu, Yiwei
- Subjects
- *
HYBRID power systems , *WIND power , *ENERGY consumption , *ENERGY conservation , *ENERGY storage , *RENEWABLE energy sources - Abstract
Future power systems will face more extreme operating condition scenarios, and system emergency dispatch will face more severe challenges. The use of distributed control is a well-designed way to handle this. It enables multi-energy complementation by means of autonomous communication, which greatly improves the flexibility of the grid. First, in the context of global energy conservation and emission reduction, this paper adopts the energy usage method of "renewable energy is the main source of energy, supplemented by thermal power and energy storage" to reduce the system abandoned wind (light) rate while supplementing the energy storage capacity. Second, a consensus algorithm is added to the system while considering the coordination between thermal units and energy storage. An "interface" for autonomous communication between thermal units and energy storage is created using the incremental cost of each agent. To address the recurring issue of power imbalance during emergency dispatch of the system, the consensus algorithm is enhanced so that the communication interval varies with the unit rate. This is based on the climbing characteristics of each thermal power unit. Finally, the effectiveness of the proposed method is verified in an IEEE-30 bus system. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
4. Energy Efficiency of Tall Buildings: A Global Snapshot of Innovative Design.
- Author
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Ali, Mir M., Al-Kodmany, Kheir, and Armstrong, Paul J.
- Subjects
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TALL buildings , *ENERGY consumption , *ENERGY conservation in buildings , *RENEWABLE energy sources , *ENERGY conservation , *GREEN movement - Abstract
Design priorities for tall and supertall buildings have for some time shifted to achieving more energy efficiency to address the energy needs of the increasing global population. Engineers and architects aim to achieve energy conservation through active and passive approaches, pursuing technological innovations and adopting climate-responsive design. Because of the green movement currently dominating the building industry, tall buildings that need a massive amount of energy to build and operate, and the practical desire to switch from non-renewable to clean renewable energy resources, intense attention has been given to the energy efficiency of tall buildings in the recent past. Due to the vast array of energy-efficient design features, equipment, and applications available now, it is timely to examine the pros and cons of these issues. This review paper is an attempt to comprehensively present and deliberate these issues. It illustrates and discusses the concepts and applications through a few case studies from several continents worldwide. The review shows that the design of tall buildings focusing on energy conservation is an evolutionary process and there is a need for further research about how to face the associated challenges to improve energy efficiency by developing creative solutions and strategies, as well as applying additional innovative technologies. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
5. Flexible dispatching method for park‐level integrated energy systems considering energy cascade utilization.
- Author
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Chen, Zhanpeng, Hu, Yan, Tai, Nengling, Fan, Feilong, and Huang, Wentao
- Subjects
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ENERGY consumption , *POWER resources , *RENEWABLE energy sources , *ENERGY management , *ENERGY conservation - Abstract
The complex energy conversion and the volatility of renewable energy/load bring great challenges to the operation of the park‐level integrated energy system (PIES). To overcome this challenge, this paper proposes a multi‐timescale flexible dispatching method to fully exploit the flexibility of PIES in the energy cascade utilization mode. The cascade utilization model for energy flow is firstly established to analyse the coupling and complementary of heterogeneous energy. On this basis, the supply‐demand general equations of multi‐energy flexibility are proposed, which accurately quantify the ability to cope with uncertainty through mutual flexibility. Through coordinated complementation and mutual exchange of multi‐grade flexibility, the system realizes the suppression of random power fluctuations. The scheduling model includes day‐ahead dispatch and intraday multi‐time scale dispatch, which can satisfy the adjustment speed requirements of different energy. Numerical results demonstrate that the proposed method effectively enhances the flexibility and economy of system operation. The flexible demand for energy of all grades can be satisfied. Compared with the flexible dispatch in the triple energy supply structure, the operating cost is reduced by 9.07%. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
6. Performance of an Energy Efficient Low Power Stepper Converter.
- Author
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Grad, Christoph and Scheidl, Rudolf
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ENERGY consumption , *ENERGY conservation , *ENERGY auditing , *ENERGY management , *RENEWABLE energy sources - Abstract
This paper presents the development of an energy efficient low power stepper converter. A prototype with a hydraulic output power of ≈600W was designed, manufactured, investigated and improved. The converter consists of a hydraulic cylinder piston unit controlled by a fast switching valve to displace a defined fluid quantum by the limited forward stroke of the piston in its cylinder. The displaced fluid generates a precise, incremental motion of a load cylinder which should be controlled. Energy saving is achieved by storing the pressure surplus intermediately in the kinetic energy of the piston to displace a part of the fluid quantum without hydraulic energy from the supply line. Energy recuperation can be done in a similar way. Simulations and experiments showed two main efficiency improvement measures of the first converter prototype. The weak points were the commercially available check valves and the used guidance system for the pistons. The second part of the paper reports about the development of a fast check valve and of a combined hydrostatic hydrodynamic bearing system based on the elastic deformation of plastics. The theoretical and experimental results show a significant improvement of the energy efficiency, the potential of this drive technology and further improvement potential. Expressed in terms of numbers an energy efficiency increase compared to a resistance control up to 30% and a maximum recuperation energy efficiency over 60% were measured. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
7. Loss Allocation in Distribution Networks Based on Aumann–Shapley.
- Author
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Amaris, Hortensia, Molina, Yuri P., Alonso, Monica, and Luyo, Jaime E.
- Subjects
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ELECTRIC power systems , *ENERGY consumption , *POWER resources , *RENEWABLE energy sources , *ENERGY conservation - Abstract
This paper outlines a procedure for loss allocation in both radial and meshed distribution networks with distributed generation that could be regulated in various ways. The method is analytically developed based on the theory of electrical circuits combined with game theory based on Aumann–Shapley, which guarantees both the electrical principles and the fair axioms of game theory. The proposed method obtains unitary participation coefficients for each network user based on the currents demanded/injected by each user and the network topology. The proposed allocation method based on Aumann–Shapley has been compared with other traditional allocation methods, is adaptable to distribution networks, and shows great potential and ease of implementation. Moreover, it can be applied to any kind of distribution network (radial or meshed) with distributed energy resources. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
8. Storying energy consumption: Collective video storytelling in energy efficiency social marketing.
- Author
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Gordon, Ross, Waitt, Gordon, Cooper, Paul, and Butler, Katherine
- Subjects
- *
ENERGY conservation , *ENERGY management , *SUSTAINABLE development , *RENEWABLE energy sources , *ENERGY consumption - Abstract
Despite calls for more socio-technical research on energy, there is little practical advice to how narratives collected through qualitative research may be melded with technical knowledge from the physical sciences such as engineering and then applied in energy efficiency social action strategies. This is despite established knowledge in the environmental management literature about domestic energy use regarding the utility of social practice theory and narrative framings that socialise everyday consumption. Storytelling is positioned in this paper both as a focus for socio-technical energy research, and as one potential practical tool that can arguably enhance energy efficiency interventions. We draw upon the literature on everyday social practices, and storytelling, to present our framework called ‘collective video storytelling’ that combines scientific and lay knowledge about domestic energy use to offer a practical tool for energy efficiency management. Collective video storytelling is discussed in the context of Energy+Illawarra, a 3-year cross-disciplinary collaboration between social marketers, human geographers, and engineers to target energy behavioural change within older low-income households in regional NSW, Australia. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
9. Finding a criterion for the pressure loss of energy recovery exchangers in HVAC systems from thermodynamic and economic points of view.
- Author
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Anjomshoaa, Ali and Salmanzadeh, Mazyar
- Subjects
- *
HEATING & ventilation industry , *ENERGY consumption , *RENEWABLE energy sources , *ENERGY conservation , *POWER plants , *THERMODYNAMICS - Abstract
Heat recovery devices can help ventilation systems conserve energy; However, they cause a pressure drop in the system, and hence the system incurs an electricity consumption. In the present paper, the maximum allowable pressure drop of the recovery units is achieved from thermodynamic and economic points of view. The novelty of the research is that, unlike the existing criterion which does not differ for different cities, the introduced criteria can be calculated for each city with individual weather, economic, power plants, and energy conditions. Although the methods presented to calculate the criteria consider a broad range of effective parameters, there is no need to use complex energy simulation methods. Moreover, for each city, four types of criteria are introduced, which allows the city authorities to choose the best ones according to their city conditions, and then calculate the chosen criteria by the data of the city. In order to gain the criteria, modified enthalpy-hours and bin method variables are introduced to calculate sensible and latent energy consumption due to ventilation. The criteria are numerically calculated for Kerman city in Iran, and the results show that the recovery type and the chosen viewpoint has a considerable effect on the allowable pressure drop. The sensitivity of the results to different variables is analyzed in the end. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
10. Model Predictive Control (MPC) for Enhancing Building and HVAC System Energy Efficiency: Problem Formulation, Applications and Opportunities.
- Author
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Serale, Gianluca, Fiorentini, Massimo, Capozzoli, Alfonso, Bernardini, Daniele, and Bemporad, Alberto
- Subjects
- *
HEATING & ventilation industry equipment , *ENERGY consumption , *RENEWABLE energy sources , *ENERGY conservation , *ENERGY management - Abstract
In the last few years, the application of Model Predictive Control (MPC) for energy management in buildings has received significant attention from the research community. MPC is becoming more and more viable because of the increase in computational power of building automation systems and the availability of a significant amount of monitored building data. MPC has found successful implementation in building thermal regulation, fully exploiting the potential of building thermal mass. Moreover, MPC has been positively applied to active energy storage systems, as well as to the optimal management of on-site renewable energy sources. MPC also opens up several opportunities for enhancing energy efficiency in the operation of Heating Ventilation and Air Conditioning (HVAC) systems because of its ability to consider constraints, prediction of disturbances and multiple conflicting objectives, such as indoor thermal comfort and building energy demand. Despite the application of MPC algorithms in building control has been thoroughly investigated in various works, a unified framework that fully describes and formulates the implementation is still lacking. Firstly, this work introduces a common dictionary and taxonomy that gives a common ground to all the engineering disciplines involved in building design and control. Secondly the main scope of this paper is to define the MPC formulation framework and critically discuss the outcomes of different existing MPC algorithms for building and HVAC system management. The potential benefits of the application of MPC in improving energy efficiency in buildings were highlighted. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
11. Automatic and linearized modeling of energy hub and its flexibility analysis.
- Author
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Wang, Yi, Cheng, Jiangnan, Zhang, Ning, and Kang, Chongqing
- Subjects
- *
RENEWABLE energy sources , *ENERGY consumption , *ENERGY conservation , *NONLINEAR systems , *MATHEMATICAL optimization - Abstract
The integration of multiple energy systems (MES) provides opportunities to explore the flexibility to accommodate more renewable energy. The concept and methodology of energy hub (EH) enable the standardized modeling of district MES. However, current EH formulations introduce nonlinearities into the modeling and present challenges to analysis and optimization. This paper proposes an automatic and linearized modeling method to formulate energy conversion in EHs, which simplifies the optimization of EH operations. On this basis, the flexibility of an EH is analyzed and quantitatively evaluated based on the ranks of the coupling matrices of the EH and its feasible operational region. Finally, an application of the linearized model on the interval optimization model is illustrated to show how it can suppress uncertainties and fluctuations in distributed renewable energy. A case study is used to demonstrate the effectiveness of the proposed model and the rationality of the flexibility analysis by comparing two EHs with different flexibilities. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
12. A New Greedy Insertion Heuristic Algorithm with a Multi-Stage Filtering Mechanism for Energy-Efficient Single Machine Scheduling Problems.
- Author
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Zhang, Hongliang, Fang, Youcai, Pan, Ruilin, and Ge, Chuanming
- Subjects
- *
ENERGY conservation , *HEURISTIC algorithms , *ENERGY consumption , *RENEWABLE energy sources , *ELECTRIC power distribution grids - Abstract
To improve energy efficiency and maintain the stability of the power grid, time-of-use (TOU) electricity tariffs have been widely used around the world, which bring both opportunities and challenges to the energy-efficient scheduling problems. Single machine scheduling problems under TOU electricity tariffs are of great significance both in theory and practice. Although methods based on discrete-time or continuous-time models have been put forward for addressing this problem, they are deficient in solution quality or time complexity, especially when dealing with large-size instances. To address large-scale problems more efficiently, a new greedy insertion heuristic algorithm with a multi-stage filtering mechanism including coarse granularity and fine granularity filtering is developed in this paper. Based on the concentration and diffusion strategy, the algorithm can quickly filter out many impossible positions in the coarse granularity filtering stage, and then, each job can find its optimal position in a relatively large space in the fine granularity filtering stage. To show the effectiveness and computational process of the proposed algorithm, a real case study is provided. Furthermore, two sets of contrast experiments are conducted, aiming to demonstrate the good application of the algorithm. The experiments indicate that the small-size instances can be solved within 0.02 s using our algorithm, and the accuracy is further improved. For the large-size instances, the computation speed of our algorithm is improved greatly compared with the classic greedy insertion heuristic algorithm. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
13. Development and Evaluation of a Simple Model-Based Automated Fault Detection and Diagnosis (FDD) Method Suitable for Process Faults of Large Chillers.
- Author
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Reddy, T. Agami
- Subjects
- *
ELECTRON diffraction , *SCHOOL facilities , *LIBRARY buildings , *EDUCATIONAL standards , *RENEWABLE energy sources , *ENERGY consumption , *ENERGY conservation , *HEAT exchangers , *CHEMICAL engineering equipment - Abstract
Research into the development of fault detection and diagnosis (FDD) methods as applied to heating, ventilating, air-conditioning, and refrigerating equipment has been ongoing for over a decade, and several papers have been published. However, studies specifically related to large chillers have been few despite the importance of such equipment. The objective of this paper is to propose and illustrate a simple model-based FDD method for medium to large chillers that uses sensors available in most cooling plants, allows tuning of specific thresholds so as to attain the desired compromise between robustness and sensitivity, and has the potential to be automated and implemented online. Lacking actual field data of chillers operated under fault-free and faulty operation, the performance of the proposed FDD method is demonstrated with data generated from tests on a laboratory chiller in the framework of an earlier research study. This proposed FDD scheme is based on five important characteristic features (that have been identified from 15 variables evaluated) that allow six process faults to be identified (although two cannot be done uniquely). Since large chillers are not prepackaged as is unitary equipment, their design and assembly allow selecting different subsystems for a stipulated maximum cooling capacity. In such a case, selection of specific variables needed for FDD will be impacted by different faults, depending on several aspects unique to the chiller installation: the type of chiller load control (thermostatic expansion valve or inlet guide vane), specific choice of the relative heat exchanger size, and the load fraction at which the chiller is usually operated. Hence, it is likely that some customization would be needed to adapt the FDD thresholds and association rules for each chiller installation. Different options and challenges relevant to practical implementation of the proposed FDD method are discussed. [ABSTRACT FROM AUTHOR]
- Published
- 2007
14. Energy Substitution, Technical Change and Rebound Effects.
- Author
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Sorrell, Steve
- Subjects
- *
ENERGY consumption , *ENERGY conservation , *RENEWABLE energy sources , *ENERGY management , *ELECTRIC power conservation - Abstract
This paper investigates the relationships between energy efficiency improvements by producers, the ease of substitution between energy and other inputs and the size of the resulting "rebound effects". Fundamentally, easier substitution leads to larger rebounds. Focusing upon conceptual and methodological issues, the paper highlights the challenges of estimating and modeling rebound effects with the help of production and cost functions and questions the robustness of the evidence base in this area. It argues that the multiple definitions of "elasticities of substitution" are a source of confusion, the most commonly estimated elasticity is of little practical value, the empirical literature is contradictory, prone to bias and difficult to use and there are only tenuous links between this literature and the assumptions used within energy-economic models. While "energy-augmenting technical change" provides the natural choice of independent variable for an estimate of rebound effects, most empirical studies do not estimate this form of technical change, many modeling studies do not simulate it and others simulate it in such a way as to underestimate rebound effects. As a result, the paper argues that current econometric and modeling studies do not provide reliable guidance on the magnitude of rebound effects in different industrial sectors. [ABSTRACT FROM AUTHOR]
- Published
- 2014
- Full Text
- View/download PDF
15. Indoor lighting techniques: An overview of evolution and new trends for energy saving.
- Author
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Montoya, Francisco G., Peña-García, Antonio, Juaidi, Adel, and Manzano-Agugliaro, Francisco
- Subjects
- *
INTERIOR lighting , *ELECTRIC power production , *RENEWABLE energy sources , *ENERGY policy , *ENERGY conservation , *ENERGY consumption - Abstract
In order to achieve greater energy sustainability, the European Union has begun the reform process of the energy policy. Two main lines have been raised: electricity generation with renewable energy and energy saving. The raising cost of energy makes indoor lighting techniques as one of the most important contributors for energy saving in most of the industrialized countries. Therefore, the history of indoor lighting is not exclusively linked to the development of new light sources, having impact on energy saving and sustainability. The aim of this paper was to study and analyse the evolution and milestones of indoor lighting from incandescent bulbs to the modern light-emitting diodes (LEDs) and organic lighting emitting diodes (OLED) going through intermediate milestones like fluorescent lamps (FL) and/or techniques in lighting induction lamps. As main conclusion of this review, it has been found that indoor lighting techniques with their energy efficiency have opened new perspectives for optimizing the energy conversion and this in turn will play a major role in people's quality of life and well-being. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
16. INTEGRATING SUSTAINABLE ENERGY ACTION PLANS FOR ISLAND MUNICIPALITIES - CASE STUDY OF KORCULA.
- Author
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MATA, Nikola, KRAJAČIĆ, Goran, and PILATO, Ana Marija
- Subjects
- *
CARBON dioxide & the environment , *RENEWABLE energy sources , *ENERGY consumption , *ENERGY conservation , *CARBON dioxide mitigation - Abstract
The goal of the European Union is to reduce CO2 emissions by 20% till 2020. This objective is transferred to municipalities through the Covenant of Mayors initiative which was established by the European Commission in 2008. In line with this, this paper presents an integration of Sustainable Energy Action Plans on the Croatian island of Korcula. This was developed through a methodology that uses factors, derived from the statistic, that have an influence on the energy consumption. Energy consumption and the Baseline CO2 emissions inventory for municipalities on Korcula in the public sector, households, tertiary sector and road transport are calculated. Total CO2 emissions for listed sectors in baseline 2012 are 42,923 tCO2, and with recommended actions and measures this can be reduced by approx. 22% till 2020. There are planned joint actions, so all municipalities on the island can cooperate together to maximise their limited financial and human capacities. There has been suggested the establishment of action group for actions implementation which will include representatives from municipalities and other stakeholders. Investments for measures in household sector in joint and individual approach was compared and it was concluded that achieving economy of scale with an integrated approach would accelerate their implementation. The integrated approach enables small neighbouring municipalities to develop one strategy and act together towards achieving goals taken by submitting to the Covenant of Mayors. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
- View/download PDF
17. Research on the energy regeneration systems for hybrid hydraulic excavators
- Author
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Lin, Tianliang, Wang, Qingfeng, Hu, Baozan, and Gong, Wen
- Subjects
- *
HYBRID systems , *ENERGY conservation , *EXCAVATION , *POWER resources , *RENEWABLE energy sources , *ENERGY consumption , *EQUIPMENT & supplies - Abstract
Abstract: This paper deals with the method of how to regenerate the potential energy for a hybrid hydraulic excavator (HHE). After studying the structure and working cycle of the HHE, two energy regeneration systems are considered. Then, the control strategy and parameter matching for the proposed energy regeneration system (ERS) are discussed. United simulations with AMEsim and MATLAB/simulink for the conventional control system and two ERSs are carried out in this paper. An estimated 41% of the total potential energy could be regenerated at the lowering of the boom in accumulator-motor-generator system while the recovery efficiency in the motor-generator system is only about 17%, and it is also shown that the accumulator-motor-generator energy regeneration system (AMGERS) features better speed control of the boom and response characteristics than the motor-generator energy regeneration system (MGERS), hence, the AMGERS is a good configuration for the HHE at present. [Copyright &y& Elsevier]
- Published
- 2010
- Full Text
- View/download PDF
18. Benchmarking the energy efficiency of government buildings with data envelopment analysis
- Author
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Lee, Wen-Shing
- Subjects
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ENERGY consumption , *ENERGY shortages , *ENERGY conservation , *RENEWABLE energy sources - Abstract
Abstract: Constructing an indicator to measure the effectiveness of energy management is important for energy agencies and authorities. This paper uses multiple linear regression method and data envelopment analysis to examine the effectiveness of energy management. First, the regression method using environmental factors is used to calculate the predicted energy usage intensity of each evaluated building. Data envelopment analysis is then employed to calculate overall energy efficiency, using the predicted energy usage intensity as output and the observed energy usage intensity as input. Data envelopment analysis can be further applied to measure the overall energy efficiency in details by examining environmental factors and management factors. Finally, the energy consumption of buildings can be measured to evaluate the effectiveness of energy management. Buildings examined as a case study in this paper are government office buildings in Taiwan. The results show that most of the buildings evaluated to report a higher predicted energy usage intensity have successfully used efficient energy management methods in energy saving. [Copyright &y& Elsevier]
- Published
- 2008
- Full Text
- View/download PDF
19. Does the use of renewable energy increase carbon productivity? ——An empirical analysis based on data from 30 provinces in China.
- Author
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Meng, Siqi, Sun, Renjin, and Guo, Feng
- Subjects
- *
RENEWABLE energy sources , *ENERGY consumption , *ENERGY conservation , *CARBON nanofibers , *DATA analysis , *CARBON - Abstract
Renewable energy consumption has a strong driving force for promoting energy conservation and emission reduction, and is a new way to achieve clean and low-carbon development. Based on this, this paper uses the data of renewable energy consumption, carbon productivity, GDP, population, energy efficiency and technological innovation of 30 provinces in China from 2011 to 2020, and empirically analyzes the impact of renewable energy consumption on carbon productivity in 30 provinces in China, using STIRPAT model, comprehensively considers spatial horizontally and temporal vertically dimension. The empirical results show that: (1) China's carbon productivity shows a significant spatial spillover effect, its impact can spill over to adjacent areas within 1000 km; (2) China's renewable energy power consumption plays a significant role in promoting the improvement of carbon productivity. (3) Renewable energy consumption in the western region plays the most important role in driving carbon productivity. Finally, according to the temporal and spatial relationship between renewable energy consumption and carbon productivity in different regions, we provide specific regional policy suggestions. • The STIRPAT model is employed to explore temporal and spatial impact, while it considers sub regions. • Spatialy, the impact can spill over to adjacent areas within 1000km. Temporally, the impact fluctuates and rises. • The positive role of renewable energy consumption is found in China's western region. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
20. Renewable energy integration in smart grids-multicriteria assessment using the fuzzy analytical hierarchy process.
- Author
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JANJIC, Aleksandar, SAVIC, Suzana, VELIMIROVIC, Lazar, and NIKOLIC, Vesna
- Subjects
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RENEWABLE energy sources , *SMART power grids , *ENERGY conservation , *ENERGY consumption , *RADIAL distribution function - Abstract
Unlike the traditional way of efficiency assessment of renewable energy sources integration, the smart grid concept is introducing new goals and objectives regarding increased use of renewable electricity sources, grid security, energy conservation, energy efficiency, and deregulated energy market. Possible benefits brought by renewable sources integration are evaluated by the degree of the approach to the ideal smart grid. In this paper, fuzzy analytical hierarchy process methodology for the integration efficiency has been proposed, taking into account the presence of multiple criteria of both qualitative and quantitative nature, different performance indicators, and the uncertain environment of the smart grid. The methodology has been illustrated on the choice of the size and location of a distributed generator in the radial distribution feeder. [ABSTRACT FROM AUTHOR]
- Published
- 2015
- Full Text
- View/download PDF
21. Building back better: How big are green spending multipliers?
- Author
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Batini, Nicoletta, Di Serio, Mario, Fragetta, Matteo, Melina, Giovanni, and Waldron, Anthony
- Subjects
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SUSTAINABLE development , *ENERGY conservation , *CLEAN energy , *RENEWABLE energy sources , *ENERGY consumption , *BIODIVERSITY conservation , *GREEN roofs - Abstract
Is there a trade-off between spending on the green economy and an economy's strength? This paper addresses this question by estimating output multipliers for spending in clean energy and biodiversity conservation, and by comparing these to multipliers of spending on non-ecofriendly energy and land use activities. Using a new international dataset, we arrive at two key results. First, we find that every dollar spent on key carbon-neutral or carbon-sink activities can generate more than a dollar's worth of economic activity, whereas non-green spending returns less than a dollar. Second, for categories of spending where formal comparisons are possible, like renewable versus fossil fuel energy, we find that multipliers on green spending are about twice as large as their non-green counterparts. The point estimates of the multipliers are 1.1–1.7 for renewable energy investment and 0.4–0.7 for fossil fuel energy investment, depending on horizon and specification. These findings survive several robustness checks and lend support to bottom-up analyses that find that stabilizing climate and reversing biodiversity loss go hand in hand with economic prosperity. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
22. Multidimensional Effects of Ground Heat Transfer on the Dynamics of Building Thermal Performance.
- Author
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dos Santos, Gerson H. and Mendes, Nathan
- Subjects
- *
ANALYTICAL mechanics , *COMPUTER simulation , *BESSEL functions , *RENEWABLE energy sources , *CONSERVATION of natural resources , *ENERGY conservation , *ENERGY consumption - Abstract
This paper describes a model for investigating pure conduction heat transfer through the ground and its influence on room air temperature. The differential equation of energy conservation for each node of the building envelope was discretized by using the finite-difference method, a uniform grid, and a fully implicit scheme. In order to investigate the use of simpler models for reducing computer run time of yearly building simulation programs, we considered three approaches. First, a one-dimensional model for the ground is adopted and then compared with two-dimensional and three-dimensional models. Also considered is lumped approach for a building, which is externally subjected to convection, solar radiation, long-wave radiation, and infiltration. Internally, interchange long-wave radiation and convection are considered. People, equipment, and lighting are also considered in formulation as internal energy gain. In conclusion, we show that it may be important to take into account the use of three-dimensional ground heat transfer modeling in building simulation programs for thermal load calculation and thermal comfort evaluations of low-rise buildings. [ABSTRACT FROM AUTHOR]
- Published
- 2004
23. Energy Savings Potential of Energy Recovery Ventilation in an Animal Housing Facility.
- Author
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Freund, Sebastian, Klein, Sanford A., and Reindl, Douglas T.
- Subjects
- *
ANIMAL housing , *ENVIRONMENTAL engineering , *ENERGY conservation , *AIR quality , *ZOO animals , *RENEWABLE energy sources , *ENERGY consumption , *TEMPERATURE control - Abstract
This paper summarizes efforts to identify economically viable strategies to reduce HVAC-related energy use while improving the indoor air quality for a public zoo facility that houses primates and large cats. The primary focus of energy conservation strategies/or the facility centered on use of air- to-air energy recovery devices. Computer simulations, validated with experimental data from the facility, were used to estimate energy savings for alternative energy conservation strategies. The findings suggest that more than 80% of the heating energy and 45% of the cooling energy can be saved by implementing air-to-air energy recovery equipment coupled with alternative temperature control settings. An extension of the energy analysis to environmental impacts suggests that up to 73 tons of CO2 emissions can he saved annually by implementing the equipment and operating strategies identified in this study. [ABSTRACT FROM AUTHOR]
- Published
- 2004
24. Review of solar regeneration methods for liquid desiccant air-conditioning system.
- Author
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Cheng, Qing and Zhang, Xiaosong
- Subjects
- *
SOLAR energy , *SOLAR air conditioning , *DRYING agents , *ENERGY conservation , *ENERGY consumption , *RENEWABLE energy sources , *ELECTRODIALYSIS - Abstract
Abstract: Liquid desiccant air-conditioning system is a novel air-conditioner with good energy saving potential. For the liquid desiccant air-conditioning system, the energy consumption mainly relies on the regeneration process of desiccant solution. As the regeneration process of the liquid desiccant air-conditioning system only needs low-grade energy, solar energy (a kind of renewable energy) can be used to regenerate the desiccant solution and the solar desiccant regeneration system has attracted many attentions. In this paper, recent theoretical and experimental works on solar thermal regeneration method and solar electrodialysis regeneration method of the liquid desiccant air-conditioning system are extensively reviewed. Moreover, the comparison of solar TH regeneration method and solar electrodialysis regeneration method is discussed. The results showed that compared to the solar thermal regeneration system, the solar electrodialysis regeneration system is more energy-efficient but expensive. [Copyright &y& Elsevier]
- Published
- 2013
- Full Text
- View/download PDF
25. Evaluation and assessment of demand response potential applied to the meat industry
- Author
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Alcázar-Ortega, Manuel, Álvarez-Bel, Carlos, Escrivá-Escrivá, Guillermo, and Domijan, Alexander
- Subjects
- *
MEAT industry , *ENERGY consumption , *ELECTRIC power systems , *ELECTRIC power distribution , *ENERGY storage , *ENERGY conservation , *RENEWABLE energy sources - Abstract
Abstract: Demand response has proven to be a useful mechanism that produces important benefits for both the customer and the power system. In the context of an increasingly competitive electricity market, where prices are constantly rising and the presence of renewable energy resources is gaining prominence, this paper analyzes the flexibility potential of customers in the meat industry, based on the management of the most energy consuming process in this type of segment: cooling production and distribution. The effectiveness of the proposed actions has been successfully tested and validated in an active factory that produces cured ham in Spain, where savings of about 5% in the total annual cost of electricity have been assessed, together with power reductions in the range of 50% of the total peak demand of the studied facilities. Such results demonstrate the efficacy of these techniques, and they open the door to an innovative perspective on the evaluation of flexibility among customers which are traditionally considered rigid, providing a novel approach to the management of customer infrastructures in order to exploit their flexibility in electricity markets. [Copyright &y& Elsevier]
- Published
- 2012
- Full Text
- View/download PDF
26. Quantifying the Value of Power Electronics in Sustainable Electrical Energy Systems.
- Author
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Popović-Gerber, J., Ferreira, J., and Wyk, J.
- Subjects
- *
POWER electronics , *RENEWABLE energy sources , *ELECTRIC power production , *DISTRIBUTED power generation , *ENERGY conversion - Abstract
Power electronics enables the efficient generation, use, and distribution of electrical energy because it substantially improves energy conversion efficiency. In order to realize the large electrical energy savings potential enabled by power electronics suitable technological solutions at acceptable cost levels are needed. Moreover, public policy and public acceptance must play an increasingly important role. An effective way to quantify the value of power electronics is needed and it must be presented in such a way that it is understood and appreciated by policymakers. In this paper, energy payback time is shown to be a powerful tool for weighing the value of energy savings achieved by using power electronics versus the energy needed to manufacture the systems. A life cycle analysis of two power electronic converters and their parts is performed. The benefits of energy savings versus energy invested in manufacturing and end-of-life management of power converters is analyzed. It is shown that power electronics systems have considerably shorter energy payback time compared to other technologies. [ABSTRACT FROM AUTHOR]
- Published
- 2011
- Full Text
- View/download PDF
27. A review of physical modelling and numerical simulation of long-term geological storage of CO2
- Author
-
Jiang, Xi
- Subjects
- *
GEOLOGICAL carbon sequestration , *COMPUTER simulation , *DARCY'S law , *ENERGY consumption , *NUMERICAL analysis , *MATHEMATICAL models , *ENERGY conservation , *RENEWABLE energy sources - Abstract
Abstract: Numerical simulations are essential to the understanding of the long-term geological storage of CO2. Physical modelling of geological storage of CO2 has been based on Darcy’s law, together with the equations of conservation of mass and energy. Modelling and simulations can be used to predict where CO2 is likely to flow, to interpret the volume and spatial distribution of CO2 under storage conditions, and to optimise injection operations. The state of the art of physical modelling and numerical simulation of CO2 dispersion is briefly reviewed in this paper, which calls for more accurate and more efficient modelling approaches. A systematic evaluation of the numerical methods used and a comparison between the streamline based methods and the grid based methods would be valuable. Multi-scale modelling may prove to be of great value in predicting the long-term geological storage of CO2, while highly accurate numerical methods such as high-order schemes may be employed in numerical simulations of CO2 dispersion for local transport calculations. [Copyright &y& Elsevier]
- Published
- 2011
- Full Text
- View/download PDF
28. Enhanced supervision strategies for effective reduction of building energy consumption––A case study of Ningbo
- Author
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Yao, Jian and Zhu, Neng
- Subjects
- *
ENERGY consumption , *CLIMATE change , *HOUSEHOLD electronics , *HOUSEHOLD appliances , *RENEWABLE energy sources , *CASE studies - Abstract
Abstract: The purpose of this paper is to investigate the reasons for ever growing energy consumption in buildings and to give enhanced supervision strategies for reduction of building energy consumption compared to regular ones. A case study of Ningbo city was used to make a detail analysis. Several factors were determined as the reasons for ever growing building energy consumption including climate change, household electricity load increase, the growth of real estate, fast-growing household electrical appliances, high energy consumption in existing buildings, changes in industrial structure and the lack of enhanced government supervision. Then the discussion of suitable countermeasures shows that only enhanced supervision strategies are currently applicable. Finally, it is concluded that enhanced government supervision strategies, including the establishment of a strict control system for new built buildings through information integration and encryption, establishing an energy efficiency supervision system of large-scale public building and a carrot-and-stick approach with added expert checklist for the building application of renewable energy, showed great advantages in promoting building energy efficiency in Ningbo, compared with other cities. These supervision strategies are applicable in other cities as they are in the similar situations in the enforcement of building energy efficiency. [Copyright &y& Elsevier]
- Published
- 2011
- Full Text
- View/download PDF
29. Decomposition analysis of energy consumption in Chinese transportation sector
- Author
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Zhang, Ming, Li, Huanan, Zhou, Min, and Mu, Hailin
- Subjects
- *
ENERGY consumption , *RENEWABLE energy sources , *TRANSPORTATION industry , *CHEMICAL decomposition , *LOGARITHMIC functions , *FATS & oils industries , *ENERGY conservation , *INTERNATIONAL trade - Abstract
Abstract: The purpose of this paper is to identify the relations between transportation energy consumption and its impacted factors. We first analyze the current status of transportation energy consumption in China. Then, the logarithmic mean Divisia index (LMDI) technique is used to find the nature of the factors those influence the changes in transportation energy consumption. We find that: (1) In 2006, the transportation energy consumption increased by 7.63 times against that in 1980. (2) Up to 2006, the oil consumed by transportation accounted for 49.6% of that in the whole country, which almost equaled to the net oil import. (3) In the light of the increasing energy consumption intensity, the energy-utilization effectiveness of transportation sector has been declining gradually. (4) The transportation activity effect is the most important contributor to increase energy consumption in the transportation sector and the energy intensity effect plays the dominant role in decreasing energy consumption. [Copyright &y& Elsevier]
- Published
- 2011
- Full Text
- View/download PDF
30. Towards a sustainable energy future: realities and opportunities.
- Author
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Lynda Armstrong
- Subjects
- *
RENEWABLE energy sources , *ENERGY consumption , *DECISION making , *SUSTAINABLE development , *ENERGY conservation , *POWER resources - Abstract
My purpose in this paper is threefold. First, I would like to examine why the world needs us to produce more energy. Second, I will look at the range of energy sources available for a sustainable future. A number of myths have grown up around the various energy sources and their relative contribution to addressing the global energy challenge: I will seek to dispel some of those. Third, I want to highlight what I see as an urgent need: for more informed decision making and more action in this complex area. [ABSTRACT FROM AUTHOR]
- Published
- 2011
- Full Text
- View/download PDF
31. Potential of renewable energy systems in China
- Author
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Liu, Wen, Lund, Henrik, Mathiesen, Brian Vad, and Zhang, Xiliang
- Subjects
- *
RENEWABLE energy sources , *ECONOMIC development , *ENERGY consumption , *METHODOLOGY , *MATHEMATICAL optimization , *ENERGY conservation , *NATURAL resources , *POWER resources - Abstract
Abstract: Along with high-speed economic development and increasing energy consumption, the Chinese Government faces a growing pressure to maintain the balance between energy supply and demand. In 2009, China has become both the largest energy consumer and CO2 emitting country in the world. In this case, the inappropriate energy consumption structure should be changed. As an alternative, a suitable infrastructure for the implementation of renewable energy may serve as a long-term sustainable solution. The perspective of a 100% renewable energy system has been analyzed and discussed in some countries previously. In this process, assessment of domestic renewable energy sources is the first step. Then appropriate methodologies are needed to perform energy system analyses involving the integration of more sustainable strategies. Denmark may serve as an example of how sustainable strategies can be implemented. The Danish system has demonstrated the possibility of converting into a 100% renewable energy system. This paper discusses the perspective of renewable energy in China firstly, and then analyses whether it is suitable to adopt similar methodologies applied in other countries as China approaches a renewable energy system. The conclusion is that China’s domestic renewable energy sources are abundant and show the possibility to cover future energy demand; the methodologies used to analyse a 100% renewable energy system are applicable in China. Therefore, proposing an analysis of a 100% renewable energy system in China is not unreasonable. [ABSTRACT FROM AUTHOR]
- Published
- 2011
- Full Text
- View/download PDF
32. Smooth-operating point and theoretical analyses of unsmooth operation in pyrological processes.
- Author
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Wenqiang Sun, Jiuju Cai, Fangmin Quan, and Shizheng Ren
- Subjects
- *
ENERGY conservation , *FURNACES , *ENERGY consumption , *HEAT transfer , *FUEL , *RENEWABLE energy sources , *LEAST squares , *MATHEMATICAL analysis - Abstract
To emphasize the role of heat loss in energy conservation, this paper introduces smooth operation principle. By least square method, the smooth-operating point (SOP) formula of fuel gas with definite composition and temperature is deduced, which is then used to analyze changes in heat effect when injecting heat at unsmooth-operating point (UOP), educe allocation regulations of heat effect in furnace, and study the heat loss resulting from unsmooth operation. It indicates that for fuel gas with definite composition and temperature, the SOP is unique and there is no heat loss if injecting heat at SOP. With regard to unsmooth operation, low UOP is better than a high one. [ABSTRACT FROM AUTHOR]
- Published
- 2010
33. Towards energy sustainability in the world: the implications of energy subsidy for developing countries.
- Author
-
Iwaro, Joseph and Mwasha, Abraham
- Subjects
- *
SUSTAINABILITY , *ENERGY consumption , *SUBSIDIES , *ENERGY conservation , *RENEWABLE energy sources , *POWER resources - Abstract
Energy subsidies are widespread around the world but they vary greatly in importance and type of fuel and country. The fossil fuel consumption rate is growing every year and in about 50 years we will have depleted most of our fossil fuel reserves, so it is necessary to find alternative sources of energy before that happens. However, the only solution to this challenge is through investment on energy conservation programmes and renewable energy source. In line with this challenge and confusion on fund appropriate for energy. This paper is aimed at examining the effect of energy subsidy on energy conservation and renewable energy in developing countries. The study intends to quantify and analysis a case study of Trinidad and Tobago energy subsidy and its implications for developing countries and energy sustainability in the world. Findings show that huge amount investments and government intervention were being expended on energy subsidy in order to lower the price of energy products for consumers. The study further identified implication of this growing subsidy for developing countries and that the funds could be used for creating renewable energy technology and energy conservation programmes. [ABSTRACT FROM AUTHOR]
- Published
- 2010
34. Energy-saving judgment of electric-driven seawater source heat pump district heating system over boiler house district heating system
- Author
-
Haiwen, Shu, Lin, Duanmu, Xiangli, Li, and Yingxin, Zhu
- Subjects
- *
ENERGY conservation , *HEATING from central stations , *HEAT pumps , *SEAWATER , *BOILERS , *RENEWABLE energy sources , *ENERGY consumption , *REGRESSION analysis - Abstract
Abstract: As a renewable energy utilization system, the electric-driven seawater source heat pump district heating system is gaining popularity in some coastal areas. However, under what conditions can the system achieve its energy-saving effect and how to evaluate its energy-saving potential are not clear in practice. In this paper, an expression of the critical COP value of the heat pump unit for energy-saving (COP h,c ) is derived through the comparison of the system and the conventional boiler house district heating system in the energy consumption respect. On the other hand, the actual COP values of the heat pump unit (COP h,a ) are calculated by an experimental data regression model on the basis of the manufacturer''s dataset. The comparison of the values of COP h,c and COP h,a makes the energy-saving judgment of an electric-driven seawater source heat pump district heating system and its energy-saving potential, if it has, readily available. It was found that both the heating district radius and the natural conditions of the seawater are the most important factors that determine the energy efficiency of the system. And through comparison, it was also found that the type of the fuel of the boiler has significant impact on the crucial index value of COP h,c . [Copyright &y& Elsevier]
- Published
- 2010
- Full Text
- View/download PDF
35. A Frequency-Domain Harmonic Model for Compact Fluorescent Lamps.
- Author
-
Jing Yong, Liang Chen, Nassif, Alexandre B., and Wilsun Xu
- Subjects
- *
COMPACT fluorescent light bulbs , *FLUORESCENT lamps , *ENERGY auditing , *ENERGY consumption , *ENERGY conservation , *RENEWABLE energy sources - Abstract
Compact fluorescent lamps (CFLs) are gaining widespread acceptance due to energy conservation concerns. The CFL is a significant harmonic source since its current total harmonic distortion can exceed 100%. Although each CFL consumes only a small amount of power, mass-deployed CFLs could become a significant harmonic source. This paper presents a frequency-domain harmonic model for the CFL. This model is suitable for assessing the collective impact of a large number of CFLs since it includes the impact of supply-voltage harmonics on the harmonic currents produced by the CFLs. The model is subsequently simplified and two variations are proposed. The model and its variations are verified by comparing their results with the measurements taken from various CFLs. Furthermore, the attenuation characteristics of CFLs are investigated. The results reveal the conditions in which the simplified models can be applied with acceptable errors. [ABSTRACT FROM AUTHOR]
- Published
- 2010
- Full Text
- View/download PDF
36. Energy Conservation Behaviors and Awareness of Polish, Czech and Ukrainian Students: A Case Study.
- Author
-
Gródek-Szostak, Zofia, Malinowski, Mateusz, Suder, Marcin, Kwiecień, Klaudia, Bodziacki, Stanisław, Vaverková, Magdalena D., Maxianová, Alżbeta, Krakowiak-Bal, Anna, Ziemiańczyk, Urszula, Uskij, Hrihorii, Kotulewicz-Wisińska, Karolina, Lisiakiewicz, Rafał, Niemczyk, Agata, Szeląg-Sikora, Anna, and Niemiec, Marcin
- Subjects
- *
ENERGY conservation , *RESIDENTIAL heating systems , *RENEWABLE energy sources , *HOUSING subsidies , *FORCE & energy , *ENVIRONMENTAL policy , *DESCRIPTIVE statistics - Abstract
Energy education of the younger generation, who are the future decision makers, investors, consumers, scientists, or skilled labor force in new energy technologies, is crucial for the future of Europe and the world. However, beyond the long-term goals of energy education policies, the short-term effects on energy conservation and the promotion of renewable energy sources are equally as important. The main purpose of the paper is to identify and analyze the behavior of students (who study the issues related to energy saving and RES), in terms of energy conservation. The conducted analysis focused on examining and comparing the scope of responses of the surveyed students in individual countries, especially in the Czech Republic, Poland, and Ukraine. The survey was carried out using the computer-assisted web interview (CAWI). Descriptive and graphical methods were used to present the results. Statistical analysis of the collected data included basic measures of descriptive statistics and the chi-square test. The main results of the study are as follows: Almost 60% of the surveyed students follow the principles of energy conservation; however increased educational activities on eco-energy behaviors is recommended. The share of RES in the heating systems of the studied residential buildings is 9%, on average, with the highest percentage of houses in Poland (14%) and the lowest in Ukraine (only 2.6%). When compared with literature reports, the collect data show that educational activities can be as effective as a tool in implementing RES and pro-environmental behaviors as the government's environmental policy and household subsidies. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
37. An experimental investigation of application of radiant cooling in hot humid climate
- Author
-
Vangtook, Prapapong and Chirarattananon, Surapong
- Subjects
- *
POWER resources , *RENEWABLE energy sources , *CONSERVATION of natural resources , *ENERGY consumption - Abstract
Abstract: This paper reports an experimental and simulation study of application of radiant cooling using natural air for ventilation under hot and humid climate of Thailand. To avoid condensation of moisture on the cooling panel, the temperature of water supplied to the panel was limited to 24°C. This led to the expectation that the low heat reception capacity of the panel would limit its use only to situations when loads were low. Experiments were conducted in an experimental room over the hot and dry period of March, the humid period of May, and the cool period of December. The results generally confirm the good potential for application of radiant cooling. However, the room was served by radiant panels with a total area of 7.5m2. Its capacity was grossly inadequate during the hot period, even for night time application only. A special configuration was devised to achieve thermal comfort for the area served by the panel. The well-known TRNSYS program was used to simulate the use of cooling panels and conventional air-conditioning in the experimental room. Simulation results match experimental results very well. Using comfort criterion adopted by ASHRAE and International Standards Organization, results from experiments and simulation show that thermal comfort could be obtained with application of radiant cooling. [Copyright &y& Elsevier]
- Published
- 2006
- Full Text
- View/download PDF
38. Drivers and Barriers to Industrial Energy Efficiency in Textile Industries of Bangladesh.
- Author
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Hasan, A S M Monjurul, Rokonuzzaman, Mohammad, Tuhin, Rashedul Amin, Salimullah, Shah Md., Ullah, Mahfuz, Sakib, Taiyeb Hasan, and Thollander, Patrik
- Subjects
- *
ENERGY consumption , *ENERGY management , *RENEWABLE energy sources , *ENERGY conservation , *ENERGY industries - Abstract
Bangladesh faced a substantial growth in primary energy demand in the last few years. According to several studies, energy generation is not the only means to address energy demand; efficient energy management practices are also very critical. A pertinent contribution in the energy management at the industrial sector ensures the proper utilization of energy. Energy management and its efficiency in the textile industries of Bangladesh are studied in this paper. The outcomes demonstrate several barriers to energy management practices which are inadequate technical cost-effective measures, inadequate capital expenditure, and poor research and development. However, this study also demonstrates that the risk of high energy prices in the future, assistance from energy professionals, and an energy management scheme constitute the important drivers for the implementation of energy efficiency measures in the studied textile mills. The studied textile industries seem unaccustomed to the dedicated energy service company concept, and insufficient information regarding energy service companies (ESCOs) and the shortage of trained professionals in energy management seem to be the reasons behind this. This paper likewise finds that 3–4% energy efficiency improvements can be gained with the help of energy management practices in these industries. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
39. Deep Learning Approach of Energy Estimation Model of Remote Laser Welding.
- Author
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Um, Jumyung, Stroud, Ian Anthony, and Park, Yong-keun
- Subjects
- *
ENERGY consumption , *POWER resources , *RENEWABLE energy sources , *ENERGY conservation , *MACHINE learning - Abstract
Due to concerns about energy use in production systems, energy-efficient processes have received much interest from the automotive industry recently. Remote laser welding is an innovative assembly process, but has a critical issue with the energy consumption. Robot companies provide only the average energy use in the technical specification, but process parameters such as robot movement, laser use, and welding path also affect the energy use. Existing literature focuses on measuring energy in standardized conditions in which the welding process is most frequently operated or on modularizing unified blocks in which energy can be estimated using simple calculations. In this paper, the authors propose an integrated approach considering both process variation and machine specification and multiple methods' comparison. A deep learning approach is used for building the neural network integrated with the effects of process parameters and machine specification. The training dataset used is experimental data measured from a remote laser welding robot producing a car back door assembly. The proposed estimation model is compared with a linear regression approach and shows higher accuracy than other methods. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
40. Promoting Energy Performance Contracting for Achieving Urban Sustainability: What is the Research Trend?
- Author
-
Zhang, Wenjie and Yuan, Hongping
- Subjects
- *
ENERGY conservation , *ENERGY consumption , *CONSTRUCTION projects , *RENEWABLE energy sources , *ELECTRIC power distribution grids - Abstract
The increasing demand for applying energy performance contracting (EPC) for urban energy conservation has resulted in a significant amount of publications over the past decade. This study tries to identify future research trends in the subject of EPC through analyzing 127 journal papers published from 2008 to 2018. Based on the analysis and discussion of the EPC research, several main research trends were identified. The research results reveal an increasing research interest in EPC over the period. The findings imply that case study is the major research method and descriptive analysis and statistical analysis are primarily used for data analysis. In addition, EPC research in the past decade focused on five major research topics, which are 'implementation of EPC projects', 'EPC mechanism and business models', 'decision-making in EPC projects', 'Energy Service Companies (ESCOs) in EPC projects', and 'risk management in EPC projects'. Based on the five research topics, future research trends and directions in EPC were identified as well. The findings of this study can be informative and valuable for guiding future research in EPC, and are particularly helpful for researchers who are keen to open a new window of investigating EPC issues worldwide. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
41. Electric Energy Consumption Prediction by Deep Learning with State Explainable Autoencoder.
- Author
-
Kim, Jin-Young and Cho, Sung-Bae
- Subjects
- *
ENERGY consumption , *ENERGY conservation , *ENERGY management , *RENEWABLE energy sources , *POWER resources - Abstract
As energy demand grows globally, the energy management system (EMS) is becoming increasingly important. Energy prediction is an essential component in the first step to create a management plan in EMS. Conventional energy prediction models focus on prediction performance, but in order to build an efficient system, it is necessary to predict energy demand according to various conditions. In this paper, we propose a method to predict energy demand in various situations using a deep learning model based on an autoencoder. This model consists of a projector that defines an appropriate state for a given situation and a predictor that forecasts energy demand from the defined state. The proposed model produces consumption predictions for 15, 30, 45, and 60 min with 60-min demand to date. In the experiments with household electric power consumption data for five years, this model not only has a better performance with a mean squared error of 0.384 than the conventional models, but also improves the capacity to explain the results of prediction by visualizing the state with t-SNE algorithm. Despite unsupervised representation learning, we confirm that the proposed model defines the state well and predicts the energy demand accordingly. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
42. A Simplified Methodology to Estimate Energy Savings in Commercial Buildings from Improvements in Airtightness.
- Author
-
Bhandari, Mahabir, Hun, Diana, Shrestha, Som, Pallin, Simon, and Lapsa, Melissa
- Subjects
- *
ENERGY consumption , *ENERGY conservation , *HEATING & ventilation industry , *RENEWABLE energy sources , *SAVINGS - Abstract
Air leakage through the envelope of commercial buildings in the United States accounts for approximately 6% of their energy use. Various simulation approaches have been proposed to estimate the impact of air leakage on building energy use. Although approaches that are based on detailed airflow modeling appear to be the most accurate to calculate infiltration heat transfer in simulation models, these approaches tend to require significant modeling expertise and effort. To make these energy savings estimates more readily available to building owners and designers, Oak Ridge National Laboratory, the National Institute of Standards and Technology, the Air Barrier Association of America, and the US Department of Energy (DOE) are developing a user-friendly online calculator that applies a detailed airflow modeling approach to examine energy savings due to airtightness in commercial buildings. The calculator, however, is limited to 52 US cities and a few cities in Canada and China. This paper describes the development of an alternative, simplified method to estimate energy savings from improved airtightness. The proposed method uses the same detailed approach for hourly infiltration calculations as the online calculator but it expands the ability to estimate energy savings to all US cities using hourly outdoor air temperature as the only input. The new simple regression model-based approach was developed and tested with DOE's standalone retail prototype building model. Results from the new approach and the calculator show good agreement. Additionally, a simple approach to estimate percent energy savings for retrofitted buildings was also developed; results were within 5% of the energy saving estimates from the online calculator. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
43. Optimization of Performance Parameter Design and Energy Use Prediction for Nearly Zero Energy Buildings.
- Author
-
Xu, Xiaolong, Feng, Guohui, Chi, Dandan, Liu, Ming, and Dou, Baoyue
- Subjects
- *
ENERGY consumption , *ENERGY conservation , *RENEWABLE energy sources , *HEAT transfer , *WIRELESS sensor networks - Abstract
Optimizing key parameters with energy consumption as the control target can minimize the heating and cooling needs of buildings. In this paper we focus on the optimization of performance parameters design and the prediction of energy consumption for nearly Zero Energy Buildings (nZEB). The optimal combination of various performance parameters and the Energy Saving Ratio (ESR)are studied by using a large volume of simulation data. Artificial neural networks (ANNs) are applied for the prediction of annual electrical energy consumption in a nearly Zero Energy Building designs located in Shenyang (China). The data of the energy demand for our test is obtained by using building simulation techniques. The results demonstrate that the heating energy demand for our test nearly Zero Energy Building is 17.42 KW·h/(m2·a). The Energy Saving Ratio of window-to-wall ratios optimization is the most obvious, followed by thermal performance parameters of the window, and finally the insulation thickness. The maximum relative error of building energy consumption prediction is 6.46% when using the artificial neural network model to predict energy consumption. The establishment of this prediction method enables architects to easily and accurately obtain the energy consumption of buildings during the design phase. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
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