Browse
Subjects
Records with Subject: Energy Systems
Showing records 1607 to 1631 of 9566. [First] Page: 1 62 63 64 65 66 67 68 69 70 Last
Weather-Driven Scenario Analysis for Decommissioning Coal Power Plants in High PV Penetration Grids
Samuel Matthew G. Dumlao, Keiichi N. Ishihara
April 19, 2023 (v1)
Keywords: CO2 reduction, coal decommissioning, energy balance, high PV penetration, scenario analysis, scenario generation, weather influence
Despite coal being one of the major contributors of CO2, it remains a cheap and stable source of electricity. However, several countries have turned to solar energy in their goal to “green” their energy generation. Solar energy has the potential to displace coal with support from natural gas. In this study, an hourly power flow analysis was conducted to understand the potential, limitations, and implications of using solar energy as a driver for decommissioning coal power plants. To ensure the results’ robustness, the study presents a straightforward weather-driven scenario analysis that utilizes historical weather and electricity demand to generate representative scenarios. This approach was tested in Japan’s southernmost region, since it represents a regional grid with high PV penetration and a fleet of coal plants older than 40 years. The results revealed that solar power could decommission 3.5 GW of the 7 GW coal capacity in Kyushu. It was discovered that beyond 12 GW, solar power... [more]
Multi-Criteria Method for the Selection of Renewable Energy Sources in the Polish Industrial Sector
Robert Ulewicz, Dominika Siwiec, Andrzej Pacana, Magdalena Tutak, Jarosław Brodny
April 19, 2023 (v1)
Keywords: electricity, fuzzy AHP, industry, preferred selection, qualitative price analysis, renewable energy sources, TOPSIS
Rational decision-making requires assessing the advantages and disadvantages of options, including nonmarket effects (such as environmental effects). This also applies to strategic decision-making in the industrial sector to select alternative renewable energy source (RES). Often, a variety of criteria can be used to select a renewable energy source, whereas no ideal family of criteria for renewable energy selection for industry has been defined in the literature. It was concluded that there is a need to support the actions of industrial development based on RES, which will contribute significantly to overcoming the limitations of the negative effect on the environment in terms of greenhouse gas emissions. There is a clear need for a systematic and polyvalent multicriteria approach to planning in industry. Therefore, a method for choosing the preferred renewable source of electricity for industry has been developed, which considers key criteria of RES choice: Expert opinions, the costs... [more]
Quantification of the Flexibility Potential through Smart Charging of Battery Electric Vehicles and the Effects on the Future Electricity Supply System in Germany
Felix Guthoff, Nikolai Klempp, Kai Hufendiek
April 19, 2023 (v1)
Keywords: decarbonization, demand side integration, electric mobility, electricity sector, flexibility, total system costs
Electrification offers an opportunity to decarbonize the transport sector, but it might also increase the need for flexibility options in the energy system, as the uncoordinated charging process of battery electric vehicles (BEV) can lead to a demand with high simultaneity. However, coordinating BEV charging by means of smart charging control can also offer substantial flexibility potential. This potential is limited by restrictions resulting from individual mobility behavior and preferences. It cannot be assumed that storage capacity will be available at times when the impact of additional flexibility potential is highest from a systemic point of view. Hence, it is important to determine the flexibility available per vehicle in high temporal (and spatial) resolution. Therefore, in this paper a Markov-Chain Monte Carlo simulation is carried out based on a vast empirical data set to quantify mobility profiles as accurately as possible and to subsequently derive charging load profiles. A... [more]
Automatic Generation Control Strategies in Conventional and Modern Power Systems: A Comprehensive Overview
Kaleem Ullah, Abdul Basit, Zahid Ullah, Sheraz Aslam, Herodotos Herodotou
April 19, 2023 (v1)
Keywords: automatic generation control, demand response, intelligent control methods, microgrid, renewable energy sources, single/multi-area power system, smart grid, soft computing control methods, virtual inertial control
Automatic generation control (AGC) is primarily responsible for ensuring the smooth and efficient operation of an electric power system. The main goal of AGC is to keep the operating frequency under prescribed limits and maintain the interchange power at the intended level. Therefore, an AGC system must be supplemented with modern and intelligent control techniques to provide adequate power supply. This paper provides a comprehensive overview of various AGC models in diverse configurations of the power system. Initially, the history of power system AGC models is explored and the basic operation of AGC in a multi-area interconnected power system is presented. An in-depth analysis of various control methods used to mitigate the AGC issues is provided. Application of fast-acting energy storage devices, high voltage direct current (HVDC) interconnections, and flexible AC transmission systems (FACTS) devices in the AGC systems are investigated. Furthermore, AGC systems employed in different... [more]
The Dilemma of Long-Term Development of the Electric Power Industry in Kazakhstan
Elena Vechkinzova, Yelena Petrenko, Yana S. Matkovskaya, Gaukhar Koshebayeva
April 19, 2023 (v1)
Keywords: development, dilemma, Energy Efficiency, energy industry, energy industry risks, energy intensity, energy supply, Kazakhstan
This article discusses the current state and trends in the development of the electric power industry in Kazakhstan. An analysis of the energy supply and energy intensity of Kazakhstan’s GDP is provided in this paper. The results of the foresight of the risks and opportunities of the energy industry are described. This study identifies the relationship between the traditional development of the energy industry and the development of alternative energy sources. In addition, the work examines the risks and consequences of various trends in the development of national and global energy. Previous studies have shown that government efforts are insufficient in developing an alternative energy sector in Kazakhstan. The research results show that there is a need to transform energy production from traditional sources towards greater efficiency and environmental friendliness, as well as the active involvement of the business community in the development of an alternative energy market. This is... [more]
A Wirelessly Rechargeable AA Battery Using Electrodynamic Wireless Power Transmission
Spencer E. Smith, Miah A. Halim, Stasiu T. Chyczewski, Adrian A. Rendon-Hernandez, David P. Arnold
April 19, 2023 (v1)
Keywords: AA battery package, electrodynamic wireless power transmission (EWPT), lithium polymer cell, power management
We report the design, fabrication, and characterization of a prototype that meets the form, fit, and function of a household 1.5 V AA battery, but which can be wirelessly recharged without removal from the host device. The prototype system comprises a low-frequency electrodynamic wireless power transmission (EWPT) receiver, a lithium polymer energy storage cell, and a power management circuit (PMC), all contained within a 3D-printed package. The EWPT receiver and overall system are experimentally characterized using a 238 Hz sinusoidal magnetic charging field and either a 1000 µF electrolytic capacitor or a lithium polymer (LiPo) cell as the storage cell. The system demonstrates a minimal operating field as low as 50 µTrms (similar in magnitude to Earth’s magnetic field). At this minimum charging field, the prototype transfers a maximum dc current of 50 µA to the capacitor, corresponding to a power delivery of 118 µW. The power effectiveness of the power management system is approximat... [more]
The Relationship between Economic Growth and Pollution in Some New European Union Member States: A Dynamic Panel ARDL Approach
Mihaela Simionescu, Carmen Beatrice Păuna, Mihaela-Daniela Vornicescu Niculescu
April 19, 2023 (v1)
Keywords: economic growth, EKC, energy consumption, GHG emissions, RKC
Considering the necessity of achieving economic development by keeping the quality of the environment, the aim of this paper is to study the impact of economic growth on GHG emissions in a sample of Central and Eastern European (CEE) countries (V4 countries, Bulgaria and Romania) in the period of 1996−2019. In the context of dynamic ARDL panel and environmental Kuznets curve (EKC), the relationship between GHG and GDP is N-shaped. A U-shaped relationship was obtained in the renewable Kuznets curve (RKC). Energy consumption, domestic credit to the private sector, and labor productivity contribute to pollution, while renewable energy consumption reduces the GHG emissions. However, more efforts are required for promoting renewable energy in the analyzed countries.
Implementing Radical Innovation in Renewable Energy Experience Curves
Paul Kerr, Donald R. Noble, Jonathan Hodges, Henry Jeffrey
April 19, 2023 (v1)
Keywords: experience curve, forecasting, innovation, learning investment, Renewable and Sustainable Energy, Wave Energy
Cost reductions in nascent forms of Renewable Energy Technology (RET) are essential for them to contribute to the energy mix. Policy intervention can facilitate this cost reduction; however, this may require a significant investment from the public sector. These cost reductions fall into two broad categories: (1) incremental cost reductions through continual improvements to existing technologies, and (2) radical innovation where technologies that significantly differ from the incumbents are developed. This study presents a modelling methodology to integrate radical innovation in RET experience curve and learning investment analysis, using wave energy as an example nascent RET. This aims to quantify the potential effects of radical innovation on the learning investment, allowing the value of successful innovation to be better analysed. The study highlights the value offered by radical innovations in long-term deployment scenarios for wave energy. This suggests that high-risk R&D efforts... [more]
Spray, Combustion, and Air Pollutant Characteristics of JP-5 for Naval Aircraft from Experimental Single-Cylinder CRDI Diesel Engine
Hyungmin Lee
April 19, 2023 (v1)
Keywords: air pollutant, combustion, fuel injection timing, JP-5, spray, visualization
This study was performed to analyze the spray, combustion, and air pollutant characteristic of JP-5 fuel for naval aircraft in a spray visualization system and a single-cylinder CRDI diesel engine that can be visualized. The analysis results of JP-5 fuel were compared with DF. The spray tip penetration of JP-5 showed diminished results as the spray developed. JP-5 had the highest ROHR and ROPR regardless of the fuel injection timings. The physicochemical characteristics of JP-5, such as its excellent vaporization and low cetane number, were analyzed to prolong the ignition delay. Overall, the longer combustion period and the lower heat loss of the DF raised the engine torque and the IMEP. JP-5 showed higher O2 and lower CO2 levels than the DF fuel. The CO emission level increased as the injection timing was advanced in two test fuels, and the CO emitted from the DF fuel, which has a longer combustion period than JP-5, turned out to be lower. NOx also reduced as the fuel injection timin... [more]
Mercury Speciation in Various Coals Based on Sequential Chemical Extraction and Thermal Analysis Methods
Yinjiao Su, Xuan Liu, Yang Teng, Kai Zhang
April 19, 2023 (v1)
Keywords: coal rank, distribution of Hg speciation, thermal release
Coal combustion is an anthropogenic source of mercury (Hg) emissions to the atmosphere. The strong toxicity and bioaccumulation potential have prompted attention to the control of mercury emissions. Pyrolysis has been regarded as an efficient Hg removal technology before coal combustion and other utilization processes. In this work, the Hg speciation in coal and its thermal stability were investigated by combined sequential chemical extraction and temperature programmed decomposition methods; the effect of coal rank on Hg speciation distribution and Hg release characteristics were clarified based on the weight loss of coal; the amount of Hg released; and the emission of sulfur-containing gases during coal pyrolysis. Five species of mercury were determined in this study: exchangeable Hg (F1), carbonate + sulfate + oxide bound Hg (F2), silicate + aluminosilicate bound Hg (F3), sulfide bound Hg (F4), and residual Hg (F5), which are quite distinct in different rank coals. Generally, Hg enr... [more]
Energy Management Strategy of Hybrid Energy Storage System Based on Road Slope Information
Tengda Hu, Yunwu Li, Zhi Zhang, Ying Zhao, Dexiong Liu
April 19, 2023 (v1)
Keywords: energy management strategy, hybrid energy storage system, slope information
To maximize the performance of power batteries and supercapacitors in a hybrid energy storage system (HESS) and to resolve the conflict between the high power demands of electric vehicles and the limitations of high-current charging and discharging of the power battery, a vehicle power demand model incorporating road slope information has been constructed. This paper takes a HESS composed of power battery and supercapacitor as the object, and a rule-based energy management strategy (EMS) based on road slope information is proposed to realize the reasonable distribution and management of energy under the slope condition. According to the slope information of the road ahead, the energy consumption in the next period was predicted, and the supercapacitor is charged and discharged in advance to meet the energy demand of uphill and the energy recovery capacity of downhill to avoid the high current charge and discharge of the battery. Subsequently, the improved EMS performance was simulated... [more]
Hydrogen Technology on the Polish Electromobility Market. Legal, Economic, and Social Aspects
Wojciech Drożdż, Filip Elżanowski, Jakub Dowejko, Bartosz Brożyński
April 19, 2023 (v1)
Keywords: customer preferences, electromobility, energy law, hydrogen cells
The aim of this study was to evaluate the motorization market of electric vehicles powered by hydrogen cells in Poland. European conditions of such technology were indicated, as well as original proposals on amendments to the law to increase the development pace of electromobility based on hydrogen cells. There were also presented economic aspects of this economic phenomenon. Moreover, survey research was conducted to examine the preferences of hydrogen and electric vehicle users in 5 primary Polish cities. In this way, the level of social acceptance for the technological revolution based on hydrogen cells and taking place in the motorization sector was determined.
The Influence of a Photovoltaic Micro-Installation on the Low-Frequency Parameters of Electricity at PCC and Its Impact on the Thermal Characteristics of Selected Devices
Stanislaw Galla, Miroslaw Wlas
April 19, 2023 (v1)
Keywords: disturbance, micro-installation, thermography
This manuscript illustrates the measurement results of parameters describing the quality of energy at the PCC (point of common coupling) of a photovoltaic micro-installation that can significantly affect devices in the same power grid. The analyses reflecting heating of selected devices used in domestic installations, which were performed in an isolated laboratory environment, are also indicated. The conducted study aimed at checking the thermal characteristics of the chosen equipment, i.e., AC/DC power supply, LED and fluorescent light sources, a step-down transformer at synergistically higher voltage harmonics and constant component in the network voltage. The tests were carried out at the disturbance levels recorded at the site of the photovoltaic micro-installation. The conducted tests aimed at indicating the presence of an increased level of synergetic disturbances in the vicinity of micro-photovoltaic installations. Based on the research, recommendations were made for photovoltai... [more]
Current Status, Scenario, and Prospective of Renewable Energy in Algeria: A Review
Younes Zahraoui, M. Reyasudin Basir Khan, Ibrahim AlHamrouni, Saad Mekhilef, Mahrous Ahmed
April 19, 2023 (v1)
Keywords: Algeria, Biomass, geothermal, hydro, Renewable and Sustainable Energy, solar, Wind
Energy demand has been overgrowing in developing countries. Moreover, the fluctuation of fuel prices is a primary concern faced by many countries that highly rely on conventional power generation to meet the load demand. Hence, the need to use alternative resources, such as renewable energy, is crucial in order to mitigate fossil fuel dependency, while ensuring reductions in carbon dioxide emissions. Algeria—being the largest county in Africa—has experienced a rapid growth in energy demand over the past decade due to the significant increase in residential, commercial, and industry sectors. Currently, the hydrocarbon-rich nation is highly dependent on fossil fuels for electricity generation, with renewable energy only having a small contribution to the country’s energy mix. However, the country has massive potential for renewable energy generation, such as solar, wind, biomass, geothermal, and hydropower. Therefore, the government aims to diversify away from fossil fuels and promote re... [more]
Upgrading a District Heating System by Means of the Integration of Modular Heat Pumps, Geothermal Waters, and PVs for Resilient and Sustainable Urban Energy
Elżbieta Hałaj, Jarosław Kotyza, Marek Hajto, Grzegorz Pełka, Wojciech Luboń, Paweł Jastrzębski
April 19, 2023 (v1)
Keywords: geothermal, modular heat pumps, urban energy
Krakow has an extensive district heating network, which is approximately 900 km long. It is the second largest city in terms of the number of inhabitants in Poland, resulting in a high demand for energy—for both heating and cooling. The district heating of the city is based on coal. The paper presents the conception of using the available renewable sources to integrate them into the city’s heating system, increasing the flexibility of the system and its decentralization. An innovative solution of the use of hybrid, modular heat pumps with power dependent on the needs of customers in a given location and combining them with geothermal waters and photovoltaics is presented. The potential of deep geothermal waters is based on two reservoirs built of carbonate rocks, namely Devonian and Upper Jurassic, which mainly consist of dolomite and limestone. The theoretical potential of water intake equal to the nominal heating capacity of a geothermal installation is estimated at 3.3 and 2.0 MW, r... [more]
Simulating the Evolution of Business Models for Electricity Recharging Infrastructure Development by 2030: A Case Study for Greece
Stergios Statharas, Yannis Moysoglou, Pelopidas Siskos, Pantelis Capros
April 19, 2023 (v1)
Keywords: business models, electric vehicles, electricity recharging infrastructure, equilibrium programming, Greek EV mobility 2030, private investments in infrastructure
It is widely accepted that the market uptake of electric vehicles is essential for the decarbonisation of transport. However, scaling up the roll out of electric vehicles (EV) is challenging considering the lack of charging infrastructure. The latter is, currently, developing in an uneven way across the EU countries. A charging infrastructure with wide coverage addresses range limitations but requires high investment with uncertain returns during the early years of deployment. The aim of this paper is to assess how different policy options affect EV penetration and the involvement of private sector in infrastructure deployment. We propose a mathematical programming model of the decision problem and the interaction between the actors of EV charging ecosystem and apply it to the case of Greece from the time period until 2030. Greece represents a typical example of a country with ambitious targets for EV penetration by 2030 (10% of the total stock) with limited effort made until now. The... [more]
An Experimental Investigation on Photovoltaic Array Power Output Affected by the Different Partial Shading Conditions
Ghoname Abdullah, Hidekazu Nishimura, Toshio Fujita
April 19, 2023 (v1)
Keywords: partial shading conditions (PSCs), photovoltaic (PV) module, power output loss, PV array configuration, shading
This paper presents an experimental investigation on photovoltaic array (PV array) power output affected by partial shading conditions (PSCs). An experiment setup of a PV array with a series configuration using 2 × 4 photovoltaic modules (PV modules) was built. The power output loss due to the shading effect on the first photovoltaic cells (PV cell) connected with bypass diodes of each photovoltaic module, installed in the PV array in the horizontal direction, was evaluated. Depending on the direction of the sun relative to the PV array configuration, the shading percentage was measured during the test and recorded the current and voltage of the PV array. The performance evaluation of the PV array configurations is referred to with respect to the values of maximum power voltage, the maximum power current, maximum power output, power output losses and fill factor (FF). The experimental results show that 44% shading of the first PV cells affects PV array power output loss by more than 80... [more]
Investigating the Converter-Driven Stability of an Offshore HVDC System
Matthias Quester, Fisnik Loku, Otmane El Azzati, Leonel Noris, Yongtao Yang, Albert Moser
April 19, 2023 (v1)
Keywords: converter, converter-driven stability, HVDC, impedance-based stability analysis, interactions, MMC, offshore, replica
Offshore wind farms are increasingly built in the North Sea and the number of HVDC systems transmitting the wind power to shore increases as well. To connect offshore wind farms to adjacent AC transmission systems, onshore and offshore modular multilevel converters transform the transmitted power from AC to DC and vice versa. Additionally, modern wind farms mainly use wind turbines connected to the offshore point of common coupling via voltage source converters. However, converters and their control systems can cause unwanted interactions, referred to as converter-driven stability problems. The resulting instabilities can be predicted by applying an impedance-based analysis in the frequency domain. Considering that the converter models and system data are often confidential and cannot be exchanged in real systems, this paper proposes an enhanced impedance measurement method suitable for black-box applications to investigate the interactions. A frequency response analysis identifies cou... [more]
Plug-in Hybrid Ecological Category in Real Driving Emissions
Kinga Skobiej, Jacek Pielecha
April 19, 2023 (v1)
Keywords: energy consumption, exhaust emission, real driving emissions test
Transportation, as one of the most growing industries, is problematic due to environmental pollution. A solution to reduce the environmental burden is stricter emission standards and homologation tests that correspond to the actual conditions of vehicle use. Another solution is the widespread introduction of hybrid vehicles—especially the plug-in type. Due to exhaust emission tests in RDE (real driving emissions) tests, it is possible to determine the real ecological aspects of these vehicles. The authors of this paper used RDE testing of the exhaust emissions of plug-in hybrid vehicles and on this basis evaluated various hybrid vehicles from an ecological point of view. An innovative solution proposed by the authors is to define classes of plug-in hybrid vehicles (classes from A to C) due to exhaust emissions. An innovative way is to determine the extreme results of exhaust gas emission within the range of acceptable scatter of the obtained results. By valuating vehicles, it will be p... [more]
Virtual Digital Substation Test System and Interoperability Assessments
Linwei Chen, Haiyu Li, Thomas Charton, Ray Zhang
April 19, 2023 (v1)
Keywords: data-linking monitoring and visualisation, engineering process, IEC 61850, interoperability, SCL configuration
Interoperability testing and analysis tools provide a means for achieving and assuring the integrity of multivendor intelligent electronic devices (IEDs) data exchanges. However, the testing and analysis are very time consuming and error prone, and these problems worsen when a substation becomes large and complex during the engineering process, commission, replacement, maintenance, and extension. To address this challenge, this paper presents a virtual digital substation test system (VDSTS) with interoperability analysis tools for assessing and identifying the engineering challenges for the multiple-vendors digital substation. This VDSTS consists of three parts: (i) A virtual digital substation modelling for generating real-time digital substation primary plant operation and fault conditions, (ii) a standard IEC 61850-based substation protection, automation, and control (PAC) system architecture with multivendor IEDs and bay solutions, and (iii) multivendor Substation Configuration des... [more]
Stationary, Second Use Battery Energy Storage Systems and Their Applications: A Research Review
Bernhard Faessler
April 19, 2023 (v1)
Keywords: barriers, battery applications, hybrid storage, low-carbon society, outlook, second use, stationary energy storage system, trends
The global demand for electricity is rising due to the increased electrification of multiple sectors of economic activity and an increased focus on sustainable consumption. Simultaneously, the share of cleaner electricity generated by transient, renewable sources such as wind and solar energy is increasing. This has made additional buffer capacities for electrical grids necessary. Battery energy storage systems have been investigated as storage solutions due to their responsiveness, efficiency, and scalability. Storage systems based on the second use of discarded electric vehicle batteries have been identified as cost-efficient and sustainable alternatives to first use battery storage systems. Large quantities of such batteries with a variety of capacities and chemistries are expected to be available in the future, as electric vehicles are more widely adopted. These batteries usually still possess about 80% of their initial capacity and can be used in storage solutions for high-energy... [more]
Performance Assessment of District Energy Systems with Common Elements for Heating and Cooling
Aleksandar Ivančić, Joaquim Romaní, Jaume Salom, Maria-Victoria Cambronero
April 19, 2023 (v1)
Keywords: benchmarking, district cooling, district heating, key performance indicator, Renewable and Sustainable Energy
District energy systems, especially those integrating renewables or low exergy sources, have multiple elements for generating heating and cooling. Some of these elements might be used for both purposes: heating and cooling, either simultaneously or alternatively. This makes it more complex to separate the assessment and have a clear picture on performance of cooling service on one side, and heating services on the other, in terms of energy, environmental, and economic results. However, a correct comparison between different district energy configurations or among district energy and conventional solutions requires split assessment of each service. The paper presents a methodology for calculating different district heating and cooling system key performance indicators (KPIs), distinguishing between heating and cooling ones. A total of eleven indicators are organized under four categories: energy, environment, economy and socio-economy. Each KPI is defined for heating service and for coo... [more]
Development of Methodological Bases of the Processes of Steam Formation in Coil Type Boilers Using Solar Concentrators
Konstantin Osintsev, Sergei Aliukov, Sulpan Kuskarbekova
April 19, 2023 (v1)
Keywords: boiler installation, coaxial cylinders, coil pipe, heat transfer, solar concentrators
A mathematical model of the vaporization process in the coil is developed, taking into account the experimental data. To investigate and visualize the evaporation procedure in the coil, a mathematical pattern of the vapor-liquid mixture motion is compiled and reproduced. In the methodology of the study of the movement of the steam-water mixture, correction coefficients are proposed for calculating the velocities of the coolant in non-standard coaxial coils. The parameters were calculated using data sensitivity analysis and data validation was performed by repeated tests; uncertainty was detected when using the instruments, as well as the total extended uncertainty, the upper and lower limit of uncertainty for each measured parameter. In addition, as part of the steam generator set, solar collectors operate in the summer mode. Using the example of the studied steam generator operating in the conditions of an oil and gas field in the subarctic climate, it is shown that it is possible to... [more]
Forecasting of Heat Production in Combined Heat and Power Plants Using Generalized Additive Models
Maciej Bujalski, Paweł Madejski
April 19, 2023 (v1)
Keywords: combined heat and power plant, district heating network, generalized additive model, heat demand prediction, heat production
The paper presents a developed methodology of short-term forecasting for heat production in combined heat and power (CHP) plants using a big data-driven model. An accurate prediction of an hourly heat load in the day-ahead horizon allows a better planning and optimization of energy and heat production by cogeneration units. The method of training and testing the predictive model with the use of generalized additive model (GAM) was developed and presented. The weather data as an input variables of the model were discussed to show the impact of weather conditions on the quality of predicted heat load. The new approach focuses on an application of the moving window with the learning data set from the last several days in order to adaptively train the model. The influence of the training window size on the accuracy of forecasts was evaluated. Different versions of the model, depending on the set of input variables and GAM parameters were compared. The results presented in the paper were ob... [more]
The Role of Flexibility in Photovoltaic and Battery Optimal Sizing towards a Decarbonized Residential Sector
Mattia Dallapiccola, Grazia Barchi, Jennifer Adami, David Moser
April 19, 2023 (v1)
Keywords: decarbonization of energy demand, energy-flexible building, energy-flexible district, prosumers, self-consumption
The ambitious environmental goals set by the 2030 Climate Target Plan can be reached with a strong contribution coming from the residential sector and the exploitation of its flexibility, intended as the capacity of a building to shift its consumption to maximize the use of renewable energy. In the literature, the impact of flexibility has been mainly studied for the optimization of the control logic, assuming that the photovoltaic system and the electric storage have already been installed. Conversely, in this work, we adopt a different perspective that analyses the system from the designer point of view. Different scenarios with a variable degree of flexibility have been created and tested in a residential district considering various demand profiles (i.e., home appliances, heat pumps, and electric vehicles consumption). The profiles have been then used as input for an optimization tool that can design the optimal system according to a specific target function. Firstly, the system ha... [more]
Showing records 1607 to 1631 of 9566. [First] Page: 1 62 63 64 65 66 67 68 69 70 Last
(0.26 seconds)
[Show All Subjects]