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Showing records 29295 to 29319 of 43292. [First] Page: 1 1169 1170 1171 1172 1173 1174 1175 1176 1177 Last
Optimization of DC, AC, and Hybrid AC/DC Microgrid-Based IoT Systems: A Review
Belqasem Aljafari, Subramanian Vasantharaj, Vairavasundaram Indragandhi, Rhanganath Vaibhav
February 27, 2023 (v1)
Keywords: cost of electricity, hybrid renewable energy source, information and communication technology, internet of things, Optimization, smart microgrid
Smart microgrids, as the foundations of the future smart grid, combine distinct Internet of Things (IoT) designs and technologies for applications that are designed to create, regulate, monitor, and protect the microgrid (MG), particularly as the IoT develops and evolves on a daily basis. A smart MG is a small grid that may operate individually or in tandem with the electric grid, and it is ideal for institutional, commercial, and industrial consumers, as well as urban and rural societies. A MG can operate in two methods (stand-alone and grid-connected), with the ability to transition between modes due to local grid faults, planned maintenance, expansions, deficits and failures in the host system, and other factors. Energy storage is the process of storing and converting energy that can be used for a variety of purposes, including voltage and frequency management, power backup, and cost optimization. IoT is designed to deliver solutions for optimal energy management, security protocols... [more]
A Review on Reliability of Integrated Electricity-Gas System
You Zhou, Chuan He
February 27, 2023 (v1)
Keywords: evaluation methods, integrated electricity-gas system, natural gas system, power system, reliability indices
With the development of society and the increase in energy demand, the electric power system and natural gas system become larger and larger, where the network is increasingly complex. The continuous and stable supply of energy is also important. The reliability evaluation of the power system and natural gas system is an essential part of maintaining efficient operation of the system. In this paper, the concept of the integrated electricity-gas system is introduced first, and then the importance of the reliability evaluation of the power system and natural gas system is emphasized. In addition, the main reliability indices and reliability evaluation method of the two systems are presented, and some practical examples are given. Finally, conclusions on the reliability evaluation of the integrated electricity-gas system are drawn.
Study on Surrounding Rock Control and Support Stability of Ultra-Large Height Mining Face
Sheng Wang, Xuelong Li, Qizhi Qin
February 27, 2023 (v1)
Keywords: control measures of surrounding rock, roof movement, support stability, ultra-large height mining face, working resistance monitoring of supports
Surrounding rock control and support stability in the process of coal seam mining in ultra-large height mining face are the key to normal mine operation. In this study, the roof movement and deformation of an ultra-large height mining face are analyzed, and the working resistance of the ultra-large height mining face is obtained by introducing the equivalent immediate roof. By analyzing the coal wall spalling, the multiple positions of the spalling and the required support force of the support are obtained. At the same time, ultra-large height supports are more prone to instability problems. In this study, the stability of the ultra-large height supports was analyzed by establishing a mechanical model. The results show that: 1. The overturning limit angle of support has a hyperbolic relationship with the center of gravity. 2. Under the condition of ultra-large height, the increase in the base width of the bracket significantly improves the stability of the supports. 3. The sliding limi... [more]
Machine Learning in Creating Energy Consumption Model for UAV
Krystian Góra, Paweł Smyczyński, Mateusz Kujawiński, Grzegorz Granosik
February 27, 2023 (v1)
Keywords: energy consumption model, Machine Learning, mobile robotics, UAV
The growing interest in the utilization of Unmanned Aerial Vehicles (UAVs) demands minimizing the costs of robot maintenance, where one of the main aspects relates to energy consumption. This manuscript presents a novel approach to create an energy consumption model for UAVs. The authors prove, based on experimentally collected data using a drone carrying various payloads, that Machine Learning (ML) algorithms allow to sufficiently accurately estimate a power signal. As opposed to the classical approach with mathematical modeling, the presented method does not require any knowledge about the drone’s construction, thus making it a universal tool. Calculated metrics show the Decision Tree is the most suitable algorithm among eight different ML methods due to its high energy prediction accuracy of at least 97.5% and a short learning time which was equal to 2 ms for the largest dataset.
Verification of Utilizing Nanowaste (Glass Waste and Fly Ash) as an Alternative to Nanosilica in Epoxy
Awham Jumah Salman, Zahraa Fakhri Jawad, Rusul Jaber Ghayyib, Fadhaa Atheer Kareem, Zainab Al-khafaji
February 27, 2023 (v1)
Subject: Materials
Keywords: epoxy, nano–fly ash, nanoglass waste, nanosilica, viscosity
Silica is considered one of the most prevalent components in the Earth’s shell and is synthesized for use in technological applications. Nevertheless, new methods for finding a better, cheaper, and more ecologically friendly supply of silica with less energy consumption are unavoidable. This study investigates whether nanopowders made from waste with a great silica amount (fly ash and glass) can be utilized as fillers in an epoxy glue to enhance its characteristics. Four different contents (5, 10, 15, and 20 wt%) of nano−fly ash, nanoglass, and nanosilica powder were introduced into the samples. Fourier transform infrared analysis, differential scanning calorimetry analysis, viscosity testing, and microhardness testing were conducted for nanoglass/epoxy and nano−fly ash/epoxy samples, which were compared with the silica/epoxy samples. Results indicated that the nanoglass and nano−fly ash powder have the same impact as nanosilica on the characteristics of epoxy. The hardness and viscosi... [more]
Subsurface Water Retention Technology Promotes Drought Stress Tolerance in Field-Grown Tomato
Soufiane Lahbouki, Abdelilah Meddich, Raja Ben-Laouane, Abdelkader Outzourhit, Luigi Pari
February 27, 2023 (v1)
Subject: Biosystems
Keywords: biochemical responses, climate change, physiological responses, yield
Agricultural activities depend heavily on irrigation in arid and semi-arid climates, which are one of the most water-limited areas, reducing agricultural productivity. As the climate changes, the lack of precipitation is expected to aggravate in these areas, requiring careful management of water use. Subsurface water retention technology (SWRT) may hold promise as a management tool to save water use and improve crop drought resistance. In this context, the effect of SWRT on tomato yield, growth, physiology, and biochemical characteristics, as well as soil characteristics under two regimes of water (100% field capacity (FC) and 50% FC) in open field conditions, was investigated. The results here suggest that drought affected tomato performance. Nevertheless, SWRT application significantly increased tomato yield (38%), chlorophyll fluorescence (3%), gas exchange (39%), and chlorophyll total content (49%), as well as soil fertility characteristics, with significant increases in organic ma... [more]
Numerical Simulation and Evaluation on Continuum Damage Models of Rocks
Leilei Zhao, Zhendong Cui, Ruidong Peng, Kai Si
February 27, 2023 (v1)
Keywords: damage variable, numerical simulation, rock damage, strain softening, stress-strain curve
Damage mechanics play an important role in the analysis of rock deformation and failure. Numerous damage variables have been proposed and the corresponding continuum damage models were suggested. Knowing how to apply these theoretical models appropriately in numerical simulations is the key to whether they can be adopted to solve practical problems. The continuum damage models were grouped into empirical damage models, statistical damage models, and elastoplastic damage models in this article. Their applicability and limitations were studied according to some numerical simulations of the most basic uniaxial compression test of a cylinder rock sample. Three representative damage models were chosen from the literature and applied to FEM numerical simulations by introducing a self-developed program. The stress-strain curves due to damage were obtained from the numerical simulation results and compared to those from the experimental results. The damage distribution and evolution of differe... [more]
Performance Simulation of the Active Magnetic Regenerator under a Pulsed Magnetic Field
Limei Shen, Xiao Tong, Liang Li, Yiliang Lv, Zeyu Liu, Junlong Xie
February 27, 2023 (v1)
Keywords: active magnetic regenerator, performance investigation, pulsed magnetic field, thermodynamic cycle
Magnetic refrigeration is acknowledged as a potential substitute for the conventional vapor-compression refrigeration technology, owing to its high efficiency and environmental friendliness. Existing magnetic refrigeration systems are mostly based on permanent magnets, owing to the characteristics of lower magnetic field intensity, non-uniform magnetic field distribution, and lower operating frequency due to the moving parts, which results in a low cooling capacity and small temperature difference. Thus, this study proposes the application of a pulsed magnetic field, with a high intensity and frequency, to a magnetic refrigeration system to achieve a high performance. A verified numerical model is established to investigate the thermodynamic cycle and cooling performance of an active magnetic regenerator (AMR). The transient and steady-state performances of AMR under pulsed and permanent magnetic fields are compared. The results suggest that an AMR can establish a stable temperature di... [more]
Model Investigations on Electric Discharges over Balloon-Borne Stratospheric VLF Antennas
Tomasz Aleksander Miś, Józef Modelski, Maciej Ciuba
February 27, 2023 (v1)
Subject: Materials
Keywords: balloon, cloud, discharge, lighting, stratosphere, talc, VLF
Long linear antennas for very low frequency radio transmissions, supported by aerostats, unanchored, and raised to high altitudes, present themselves as slow-moving, highly conductive disturbances in cloud layers, acquiring an electrical charge and being subjected to intense coronae. High electric field strength values around those objects increase the risk of lightning strikes, which could be disastrous to the mechanical structures of the balloon mission (both the antenna and the balloon) and the radio transmitter. This paper aims to investigate the inception of lightning strikes over two essential elements of such missions: a talc-covered latex (balloon material) and the model of the linear antenna, made of different materials. Based on the high-voltage experiments with the recorded electrical discharges, the properties, functions, and possible ameliorations of the talc cover are presented, as well as the basic characteristics of lightning forms around the very long antenna system, w... [more]
Open-Circuit Voltage Models for Battery Management Systems: A Review
Prarthana Pillai, Sneha Sundaresan, Pradeep Kumar, Krishna R. Pattipati, Balakumar Balasingam
February 27, 2023 (v1)
Keywords: battery management systems, battery model parameter estimation, Coulomb counting, curve fitting, Li-ion battery, open-circuit voltagemodels, state-of-charge estimation
A battery management system (BMS) plays a crucial role to ensure the safety, efficiency, and reliability of a rechargeable Li-ion battery pack. State of charge (SOC) estimation is an important operation within a BMS. Estimated SOC is required in several BMS operations, such as remaining power and mileage estimation, battery capacity estimation, charge termination, and cell balancing. The open-circuit voltage (OCV) look-up-based SOC estimation approach is widely used in battery management systems. For OCV lookup, the OCV−SOC characteristic is empirically measured and parameterized a priori. The literature shows numerous OCV−SOC models and approaches to characterize them and use them in SOC estimation. However, the selection of an OCV−SOC model must consider several factors: (i) Modeling errors due to approximations, age/temperature effects, and cell-to-cell variations; (ii) Likelihood and severity of errors when the OCV−SOC parameters are rounded; (iii) Computing system requirements to... [more]
Guidelines for the Implementation of BIM for Post-Occupancy Management of Social Housing in Brazil
Maria Conceição da Costa Silva, Alyx Diêgo Oliveira Silva, Emilia Rahnemay Kohlman Rabbani, Luciana H. Alencar, George da Mota Passos Neto, João Pedro Couto, Rodolfo Valdes-Vasquez
February 27, 2023 (v1)
Subject: Environment
Keywords: BIM, energy management for maintenance, social interest housing, sustainability and energy efficiency
This study presents an analysis of the potential uses of BIM for managing the maintenance and refurbishment of existing housing assets to propose thermal comfort and energy efficiency guidelines for future social housing projects in Brazil. To do so, a case study analysis of a residential development with social−environmental certification in the city of Garanhuns, Pernambuco, Brazil was performed, and a literature review on the use of BIM for residential unit maintenance was conducted. The standard house in the residential development was found to be noncompliant with the Brazilian standard for ventilation openings (NBR 15.220). Therefore, three alternative layouts were created and analyzed to meet the requirements of the standard as well as the needs of the residents. The authors recommend that socio-environmental certifiers use BIM models so that energy performance and other simulations can be carried out. The study also proposes guidelines for BIM implementation in future governmen... [more]
Transformer Leakage Inductance Calculation Method with Experimental Validation for CLLLC Converter Topology
Zhi Yang, Mustafa Tahir, Sideng Hu, Qiuyan Huang, Haoqi Zhu
February 27, 2023 (v1)
Keywords: current density, double Fourier series, leakage inductance, unified expression of leakage inductance calculation
Leakage inductance is one of the key parameters of a transformer, and it is often intentionally integrated into transformers. Rogowski’s equation is generally used for leakage inductance calculation; however, it is only applicable to concentric winding transformers where windings have the same height. Consequently, it has limited applications. This paper proposes a transformer leakage inductance calculation method using a double Fourier series. The limitation of Rogowski’s leakage inductance equation was analyzed in practical applications, and a new model for calculating the leakage inductance of a double-group-overlapping winding transformer was derived. Experimental prototypes of transformers were developed, and their simulation models were built in Ansys. The correctness of the proposed calculation method for transformer leakage inductance using a double Fourier series was verified by comparing the calculation results with the simulation and measured ones. A sensitivity analysis was... [more]
Cyber Threats to Smart Grids: Review, Taxonomy, Potential Solutions, and Future Directions
Jianguo Ding, Attia Qammar, Zhimin Zhang, Ahmad Karim, Huansheng Ning
February 27, 2023 (v1)
Keywords: Artificial Intelligence, blockchain, cyberattacks, cybersecurity, smart grids, vulnerabilities
Smart Grids (SGs) are governed by advanced computing, control technologies, and networking infrastructure. However, compromised cybersecurity of the smart grid not only affects the security of existing energy systems but also directly impacts national security. The increasing number of cyberattacks against the smart grid urgently necessitates more robust security protection technologies to maintain the security of the grid system and its operations. The purpose of this review paper is to provide a thorough understanding of the incumbent cyberattacks’ influence on the entire smart grid ecosystem. In this paper, we review the various threats in the smart grid, which have two core domains: the intrinsic vulnerability of the system and the external cyberattacks. Similarly, we analyze the vulnerabilities of all components of the smart grid (hardware, software, and data communication), data management, services and applications, running environment, and evolving and complex smart grids. A st... [more]
Experimental Investigation and Performance Characteristics of Francis Turbine with Different Guide Vane Openings in Hydro Distributed Generation Power Plants
Megavath Vijay Kumar, T. Subba Reddy, P. Sarala, P. Srinivasa Varma, Obbu Chandra Sekhar, Abdulrahman Babqi, Yasser Alharbi, Basem Alamri, Ch. Rami Reddy
February 27, 2023 (v1)
Keywords: Francis turbine, guide vane opening, performances & unit quantities, Renewable and Sustainable Energy
This article presents a study on the performance characteristics of a Francis turbine operating with various guide vane openings to determine the best operating point based on unit quantities. The guide vane openings were specified based on the width between the vanes at their exit, i.e., 10 mm, 13 mm, 16 mm, and 19 mm. The performance characteristic curves of the Francis turbine—head versus speed, torque versus speed, discharge versus speed, and efficiency versus speed—were obtained at various input power and guide vane openings. From these data, unit curves were plotted and the corresponding best efficiency points were obtained. The highest efficiency of 50.25% was obtained at a guide vane opening of 19 mm. The values of head, discharge, speed, and output power at BEP were 7.84 m, 13.55 lps, 1250 rpm, and 524 W, respectively.
LQG Control of an Open Circuit Axial Piston Pump
Alexander Mitov, Jordan Kralev, Tsonyo Slavov
February 27, 2023 (v1)
Keywords: axial piston pump, embedded control, linear-quadratic Gaussian controller
In recent years, the development of hydraulic variable displacement axial piston machines has been focused in two main directions: improvement of their construction and improvement of their displacement control methods. The goal of both directions is to increase the efficiency of the machines. Increasing their efficiency is key to improving the efficiency of the entire hydraulic system, whether they are used as pumps or hydraulic motors. This motivates the present work, which essentially contains a developed embedded control system designed for a known type of open circuit axial piston pump. The developed solution is implemented on a laboratory test rig. A detailed description of the hydraulic system in the context of pump displacement control is presented, as well as the developed system architecture for its control. The control system is based on a linear-quadratic Gaussian (LQG) controller. The controller is synthesized on the basis of a model obtained by means of identification bas... [more]
Thermal Estimation and Thermal Design for Coupling Coils of 6.6 kW Wireless Electric Vehicle Charging System
Jinhai Jiang, Yu Lan, Ziming Zhang, Xingjian Zhou, Kai Song
February 27, 2023 (v1)
Keywords: loss calculation, magnetic coupler, thermal simulation, wireless electric vehicle charging system
Wireless electric vehicle charging technology is developing in the direction of high power levels. However, more generated heat brought by higher power will accelerate the system’s aging and can even lead to damage. An excellent thermal design for the magnetic coupler can reduce each part’s maximum temperature, ensuring long-term operation reliability. Therefore, in this article, the magnetic coupler’s thermal estimation and design are studied based on a 6.6 kW wireless electric vehicle charging system. First, the calculation method of internal resistance of a litz coil, core loss, and eddy current loss of a shielding aluminum plate are studied. Considering the influence of thermal fields on material properties, each part’s power loss calculation formula is further modified to improve the accuracy. After that, heat dissipation research is carried out. The heat dissipation measures, such as filling the surface of the shielding aluminum plate with thermal conductive silicone grease, are... [more]
Comparison of Impact on Turbine Shafts Torsional Behavior for Integration of Two Types of Wind Farm into a Series-Compensated Transmission System
Chi Hsiang Lin
February 27, 2023 (v1)
Keywords: series compensation, sub-synchronous resonance, torsional vibration, wind farm
Deep decarbonization is the goal of modern power systems, so it is inevitable that large-scale wind farms will be integrated into systems. This also gives rise to many problems, which have been studied in detail in the literature. However, these studies basically have two deficiencies. One is to assume that traditional generator units are fully loaded, and the other is not to compare the differences in the impact of different types of wind farm. This paper discusses these two points in detail. Taking a series-compensated transmission system as the research object, and assuming that the wind farm only replaces part of the power of the traditional generator unit in the transition period of energy conversion, the difference between the torsional vibration behaviors of the traditional unit caused by adopting different types of wind farm is discussed. The results of the study show that the impact of integration of the type 3 wind farm is dominated by the induction generator effect of doubly... [more]
The Multi-Facets of Increasing the Renewable Energy Integration in Power Systems
Giulia Grazioli, Sophie Chlela, Sandrine Selosse, Nadia Maïzi
February 27, 2023 (v1)
Keywords: decarbonisation, energy planning, flexibility, power system, Renewable and Sustainable Energy, rooftop PV, storage technologies
The increase in the share of renewable energy in the power generation mix plays a pivotal role in the decarbonisation of power systems, thus facilitating the achievement of international and national targets for reducing greenhouse gas emissions and addressing climate change. Due to the intermittent nature of variable renewable energy, the integration of these sources in power systems requires investments in additional solutions and setting strategies to ensure grid stability and reliability. For that purpose, a prospective modelling was applied to the relatively isolated island named Procida, located in the gulf of Naples in Italy, through the bottom-up optimization model TIMES-Procida for a long-term energy plan where technical solutions, i.e., deployment of photovoltaics on rooftops and storage, and policy scenarios, i.e., energy efficiency, were used to analyse the evolution of the energy system. The introduction of renewable energy could be much more relevant when dealing with isl... [more]
Comparative Study of Thermodynamic Regulation Characteristics in a Dual-Tube Reactor with an External Heat Exchanger
Yong Bai, Yunfeng Ma, Changjun Ke, Wang Cheng, Guangyan Guo, Peng Zhao, Can Cao, Lifen Liao, Xuebo Yang, Zhongwei Fan
February 27, 2023 (v1)
Keywords: bypass, dual fluidized bed reactor, external heat exchanger, numerical simulation, thermodynamic characteristics
A special dual-tube reactor-dual fluidized bed reactor (DFBR), including an external heat exchanger (EHE) and a bypass, was designed to solve the problems that the waste heat of the hot fluid cannot be fully utilized and the reaction temperature cannot be accurately adjusted. Two connection schemes of DFBR and EHE with their thermodynamic equilibrium models and algorithms were proposed, and the optimal scheme was obtained by comparing the outlet temperature and thermal load. The results of the thermodynamic and operating characteristics of the optimal scheme showed that the hot fluid and the cold fluid had positive and negative effects on the heat transfer process, respectively. Increasing the cold fluid mass flow rate in the main stream can enhance the thermal load of the system and increasing the cold fluid mass flow rate in the bypass helped to increase the thermal load of DFBR, even exceeding that of EHE. Adding a bypass can adjust temperature precisely and increasing the inlet tem... [more]
Different Forms of Solar Energy Progress: The Fast-Growing Eco-Friendly Energy Source in Bangladesh for a Sustainable Future
Md. Abdullah-Al-Mahbub, Abu Reza Md. Towfiqul Islam, Hussein Almohamad, Ahmed Abdullah Al Dughairi, Motrih Al-Mutiry, Hazem Ghassan Abdo
February 27, 2023 (v1)
Keywords: Bangladesh, net metering solar rooftop, solar charging station, solar home system, solar irrigation, solar mini-grid, solar park
Global fossil fuel reserves are declining due to differential uses, especially for power generation. Everybody can help to do their bit for the environment by using solar energy. Geographically, Bangladesh is a potential zone for harnessing solar energy. In March 2021, the renewable generation capacity in Bangladesh amounted to 722.592 MW, including 67.6% from solar, 31.84% from hydro, and 0.55% from other energy sources, including wind, biogas, and biomass, where 488.662 MW of power originated from over 6 million installed solar power systems. Concurrently, over 42% of rural people still suffer from a lack of electricity, where solar energy can play a vital role. This paper highlights the present status of various forms of solar energy progress in Bangladesh, such as solar parks, solar rooftops, solar irrigation, solar charging stations, solar home systems, solar-powered telecoms, solar street lights, and solar drinking water, which can be viable alternative sources of energy. This re... [more]
Transient Analysis of a Solar Chimney Power Plant Integrated with a Solid-Sorption Cooling System for Combined Power and Chilled Water Production
Hassan Zohair Hassan
February 27, 2023 (v1)
Subject: Environment
Keywords: adsorption cooling, cold production, dynamic analysis, power generation, solar chimney, solar collector, water chiller
Solar radiation is a reliable energy source that can be used to produce power and cold. Converting solar energy into electricity is attainable through solar chimney power plants. Moreover, solar energy has been utilized to produce cold in adsorption cooling systems. In the adsorption cooling cycle, the adsorption bed releases heat into the environment during the bed cooling phases. This paper introduces a novel hybrid solar chimney power plant integrated with a solar-driven adsorption water chiller. The purpose of the presented system is to enhance the system’s utilization of solar energy by recovering the reactor’s released heat and reusing it to augment the output power. In comparison with conventional solar chimney power plants, the introduced system produces continuous power throughout the day. A mathematical model is developed to evaluate the system’s performance. This model expresses the conservation of energy and mass for every component in the system. The silica gel and water a... [more]
Numerical Turbulent Flow Analysis through a Rotational Heat Recovery System
Maxime Piton, Florian Huchet, Bogdan Cazacliu, Olivier Le Corre
February 27, 2023 (v1)
Keywords: Couette–Taylor–Poiseuille, LES, rotary kiln, turbulence, waste heat
Herein, hydrodynamic analysis from a large-eddy simulation in Couette−Taylor−Poiseuille (CTP) geometry is numerically investigated. The present geometry is inspired by a previous experimental work in which heat transport phenomena were investigated in a heat recovery system devoted to a rotary kiln facility. The streamwise and spanwise components of the velocity and the Reynolds stress tensor are firstly validated using an experimental benchmark. The effect of the axial flow rates is studied at a fixed rotational velocity. It is shown that the streamwise velocity component damps the vortex flow organization known in Couette−Taylor (CT) flow. The bulk region and its wall footprint are therefore characterized by various methods (spectral and statistical analysis, Q-criterion). It is shown that the turbulent kinetic energy of the streamwise component in the near-wall region is augmented leading to a multi-scale nature of turbulence.
Gender Aspects in Driving Style and Its Impact on Battery Ageing
Evelina Wikner, Raik Orbay, Sara Fogelström, Torbjörn Thiringer
February 27, 2023 (v1)
Keywords: driving style, electric vehicle, gender, lithium-ion battery, Machine Learning, support vector machine, test
The long and tiring discussion of who are the best drivers, men or women, is not answered in this article. This article, though, sheds some light on the actual differences that can be seen in how men and women drive. In this study, GPS-recorded driving dynamics data from 123 drivers, 48 women and 75 men, are analysed and drivers are categorised as aggressive, normal or gentle. A total of 10% of the drivers was categorised as aggressive, with an even distribution between the genders. For the gentle drivers, 11% of the drivers, the men dominated. The driving style investigation was extended to utilise machine learning, confirming the results from statistical tools. As driving style highly impacts a vehicle’s fuel consumption, while switching over to battery electric vehicles it is important to investigate how the different driving styles impact battery utilisation. Two Li-ion battery cell types were tested utilising the same load cycle with three levels of current amplitude, to represent... [more]
Developing a TEI-Aware PMIC for Ultra-Low-Power System-on-Chips
Kyu-Bae Lee, Jina Park, Eunjin Choi, Mingi Jeon, Woojoo Lee
February 27, 2023 (v1)
Keywords: PMIC, system-on-chip, temperature effect inversion, ultra-low-power
As the demand for ultra-low-power (ULP) devices has increased tremendously, system-on-chip (SoC) designs based on ultra-low-voltage (ULV) operation have been receiving great attention. Moreover, research has shown the remarkable potential that even more power savings can be achieved in ULV SoCs by exploiting the temperature effect inversion (TEI) phenomenon, i.e., the delay of the ULV SoCs decreases with increasing temperature. However, TEI-aware low-power (TEI-LP) techniques have a critical limitation in practical terms, in that dedicated power management-integrated circuits (PMICs) have not yet been developed. In other words, it is essential to develop PMICs that automatically bring out the full potential of the TEI-LP techniques as the chip temperature changes. With the aim of designing such PMICs, this paper first conducted a study to find the most suitable DC-DC converter for PMICs and then developed a control algorithm to maximize the effectiveness of the TEI-LP techniques. Furth... [more]
Bio-Inspired Optimization Algorithms Applied to the GAPID Control of a Buck Converter
Marco Antonio Itaborahy Filho, Erickson Puchta, Marcella S. R. Martins, Thiago Antonini Alves, Yara de Souza Tadano, Fernanda Cristina Corrêa, Sergio Luiz Stevan Jr, Hugo Valadares Siqueira, Mauricio dos Santos Kaster
February 27, 2023 (v1)
Subject: Optimization
Keywords: adaptive control, Differential Evolution, GAPID control, Genetic Algorithm, Particle Swarm Optimization
Although the proportional integral derivative (PID) is a well-known control technique applied to many applications, it has performance limitations compared to nonlinear controllers. GAPID (Gaussian Adaptive PID) is a non-linear adaptive control technique that achieves considerably better performance by using optimization techniques to determine its nine parameters instead of deterministic methods. GAPID represents a multimodal problem, which opens up the possibility of having several distinct near-optimal solutions, which is a complex task to solve. The objective of this article is to examine the behavior of many optimization algorithms in solving this problem. Then, 10 variations of bio-inspired metaheuristic strategies based on Genetic Algorithms (GA), Differential Evolution (DE), and Particle Swarm Optimization (PSO) are selected to optimize the GAPID control of a Buck DC−DC converter. The computational results reveal that, in general, the variants implemented for PSO and DE present... [more]
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