Analysis Of System Research Articles

Dynamical Modeling and Dynamic Characteristics Analysis of a Coaxial Dual-Rotor System

The dual-rotor structure is the primary excitation source of aero-engine vibration. It is essential to study the dynamical model and analyse the dynamic characteristics such as critical speed and the unbalanced response for rotor system dynamics. The coaxial dual-rotor support scheme of an aero-engine was introduced in the previous work, and the physical model with a high-speed flexible inner rotor of a sizeable length-diameter ratio has been designed. Then a finite element dynamic model based on the Timoshenko beam elements and rigid body kinematics of the dual-rotor system is modelled, with the Newmark-β method and Newton-Raphson method used for the numerical calculation to study the dynamic characteristics of the system. Three different simulation models, including beam-based FE (1D finite element) model, solid-based FE (3D finite element) model, and TM (transfer matrix) model, were designed to study the characteristics of mode and the critical speed characteristic of the dual-rotor system. The unbalanced response of the dual-rotor system was analysed to study the influence of mass unbalance on the rotor system. The effect of different disc unbalance phases and different speed ratios on the dynamic characteristics of the dual-rotor system were investigated in detail. The experimental result shows that the beam-based FE model is effective and suitable for studying the dual-rotor system. Conflict of Interest Statement The authors declare no conflicts of interest.

An Approach to the Systematic Characterization of Multitask Accelerated CNN Inference in Edge MPSoCs

Deep Learning is ubiquitous today and is increasingly moving from the cloud down to the edge of networked infrastructures, where it enables embedded applications to perform complex inference tasks close to the data sources, reducing long-distance data movement and alleviating the need for a powerful cloud infrastructure. Edge-class multi-processor system on chip (MPSoC) devices featuring an on-chip FPGA fabric offer key advantages for Deep Learning inference tasks, especially for complex applications where multiple models may be run concurrently in the same platform. In this work, we propose an approach and a practical framework for the systematic characterization of multithreaded Deep Learning inference on edge FPGA MPSoCs. We instantiate the framework into a real-world MPSoC platform, targeting Xilinx Vitis-AI as a representative example of a commercial Deep Learning acceleration toolkit for edge environments. We design a comprehensive experimental campaign and apply it to the platform for several convolutional neural networks, each trained on three different datasets. We show that our approach can be used for both hardware- and software-level analysis of a target system. Among other findings, the analysis revealed a suboptimal behavior of the underlying toolkit runtime, involving the utilization of the accelerator cores and the uneven software latency of the support library, influenced by the shapes of the input tensors.

System reliability modeling and analysis for a marine power equipment operating in a discrete‐time dynamic environment

AbstractExploring on reliability modeling and analysis on a marine equipment in a dynamic environment is a meaningful and challenging issue, because the system commonly carries out the task at sea away from land and suffers a distinct influence of environment. Thus, a reliability model of a multi‐state repairable system operating in dynamic environment is developed by introducing the background of the marine power system in this paper. The novelty of the research lies in the modeling and computing methods are relatively innovative by employing the aggregated stochastic processes, Hadamard production and matrix‐analytic method. First, the working modes of the marine power system under several different kinds of conditions are introduced. Then, the evolution of both the system states and environment are described as discrete‐time Markov chains with multiple and different transition probability matrices. The failure probability and repair probability of components are also distinct in different environments. Furthermore, some performance indexes, especially the index relevant to the environment, are derived, respectively. Finally, the conclusion is obtained by a numerical example of the marine power system, which also illustrates the validity and applicability of the proposed model.

Revealing complex interdependencies in surgical instrument reprocessing using SEIPS 101 tools

Sterile Processing Departments (SPDs) must clean, maintain, store, and organize surgical instruments which are then delivered to Operating Rooms (ORs) using a Courier Network, with regular coordination occurring across departmental boundaries. To represent these relationships, we utilized the Systems Engineering Initiative for Patient Safety (SEIPS) 101 Toolkit, which helps model how health-related outcomes are affected by healthcare work systems. Through observations and interviews which built on prior work system analyses, we developed a SEIPS 101 journey map, PETT scan, and tasks matrices to represent the instrument reprocessing work system, revealing complex interdependencies between the people, tools, and tasks occurring within it. The SPD, OR and Courier teams are found to have overlapping responsibilities and a clear co-dependence, with critical implications for the successful functioning of the whole hospital system.

Asymmetry of the economic development of the Eurasian Economic Union: analysis and recommendations

The article analyses the asymmetry of the development of the Eurasian Economic Union countries (hereinafter referred to as the EAEU). The objective of the work is to analyse the symmetrical development of countries within the framework of the EAEU and to formulate measures and recommendations for increase of the economic potential of the countries. In order to achieve the purpose, the objective of comparative assessment on the basis of three indicators was set and overcome. The three indicators include gross domestic product per capita, investments per capita and average accrued salary. The corresponding calculations were done for each indicator, and graphs were constructed showing the general state of the economic development. During the study, the methods of factor and system analysis were applied. The initial data for the study were the official sources of the statistical authorities of the EAEU countries, the Interstate Statistical Committee of the Commonwealth of Independent States as well as publications and scientific articles related to this topic. The main problem is the uneven economic development of the EAEU member states which leads to negative consequences for strengthening the integration process. As a result of the study, some measures were proposed to achieve the symmetrical development of the countries within the framework of the EAEU, and recommendations were prepared for the effective development of interaction between the member countries of the integration association. Following the results of this work, a conclusion was formulated on strengthening ties between the countries by focusing on a mixed economy with government regulation, infrastructure development and increased investment activity.

Energy, exergy and sustainability analysis of a photovoltaic-thermal solar system with nano-enhancement and thermal energy storage integration

As a result of using various energy sources such as fossil fuels, harmful gases emerge and endanger the world's future. The search for different energy sources is to diminish the dangers that may arise in the future. Renewable energy sources are also the most basic for a sustainable future. This study aims to increase the performance of photovoltaic thermal collectors (PVT), which are used to obtain thermal energy from solar energy and produce electrical energy. The novelties of this experimental work are the analysis of a combination of a solar air heater and thermal energy storage via a phase change material technology and surface modifications on absorber plates, including a nanotechnological amendment. Furthermore, the adverse impacts on the environment of the manufactured systems were taken into account with the help of such parameters as waste exergy ratio and sustainability index. Initially, PVT with a V-grooved absorber surface (V-PVT) was built. In the second stage, nano-enhanced V-grooved PVT (NE/V-PVT) was produced, in which the absorber plate was coated by graphene nanoparticles. Then, a thermal energy storage entity was mounted onto the system, and the V-grooved PVT with the thermal energy storage entity (TS/V-PVT) was developed. 40 W absorber fans were used to provide airflow in these manufactured collectors. In addition, Styrofoam insulation material was used for the collector case, and a low-cost system was designed. Simultaneous experiments for each PVT were carried out. The waste exergy ratio (WER) and the sustainability index (SI) were also considered. Based on the experimental results, thermal efficiency was calculated as 40.60%, 54.01%, and 53.90% for V-PVT, NE/V-PVT, and TS/V-PVT, respectively. Furthermore, the coefficient of performance (COP) values were obtained as 2.67 for V-PVT, 4.28 for NE/V-PVT, and 3.49 for TS/V-PVT. The findings illustrated that nano-coating and V-grooved modifications on solar collectors substantially increased the system performance.

4E feasibility analysis of a low-emissions multi-generation system operating at different hierarchical levels in geothermal cascade

4E feasibility analysis of a low-emissions multi-generation system operating at different hierarchical levels in geothermal cascade

Continuous data assimilation for the three dimensional primitive equations with magnetic field

In this paper, the problem of continuous data assimilation of three dimensional primitive equations with magnetic field in thin domain is studied. We establish the well-posedness of the assimilation system and prove that the H 2 -strong solution of the assimilation system converges exponentially to the reference solution in the sense of L 2 as t → ∞. We also study the sensitivity analysis of the assimilation system and prove that a sequence of solutions of the difference quotient equation converge to the unique solution of the formal sensitivity equation.

Transformer insulation-based vegetable seed oil for power system analysis

Transformer insulation-based vegetable seed oil for power system analysis

Analysis of local anesthetics side effects and determination of ways for their minimization

According to the World Health Organization (WHO), the development of side effects of drugs is one of the serious medical problems.The relevance of this problem is proven by numerous statistical data obtained in different countries of the world. The aim of the study was to determine the assortment of local anesthetics (LAs) on the pharmaceutical market of Ukraine, to analyze the evidence base of the effectiveness and safety of modern LAs, to monitor the side effects (SEs) of LAs in Kharkiv and Kharkiv region for the period 2018–2021, and to provide recommendations for their minimization. The methods of passive pharmacovigilance, method of spontaneous reports, method of system approach and system analysis were used in the study. To analyze the clinical effectiveness and conditions of rational use of LAs, well-known data bases were used: Cochrane Library, Trip Database, and PubMed. These databases contain systematized primary or secondary information on a specific clinical issue: the effectiveness and safety of various medical technologies. The results of the analysis of the assortment of LAs on the pharmaceutical market of Ukraine showed that in 2023, based on 9 international non-patented names of LAs, 65 trade names were presented. Bupivacaine and procaine drugs (16 trade names each) and articaine drugs in combinations (13 trade names) are market leaders. The results of the analysis of notification cards with cases of SEs for 4 years revealed that the majority of them in the form of dizziness, weakness, changes in blood pressure, heart rate, edema, itching, hyperemia at the site of application were recorded when using lidocaine drugs, which are the most in demand and popular among doctors. According to the data of systematic reviews, the main directions for reducing the side effects of LAs have been established, such as administration under ultrasound control, the use of the least toxic modern anesthetics ropivacaine and levobupivacaine (not available on the Ukrainian market), the addition of substances with vasoconstrictive properties to the anesthetic solution, the use of combinations of long-acting and short-acting anesthetics. The results obtained can be used by practicing doctors and health care organizers to optimize LAs.

Non-line of sight analysis for vehicular visible light communication system: Impact of artificial light source and weather conditions

Visible light communication is seen as a crucial technology within optical wireless communication systems. The technology of vehicular visible light communication holds significant importance in the context of connected vehicles. This technology can serve as a supplementary solution to vehicular systems that are based on radio frequency. In this paper, the authors conduct an analysis of the performance of both line-of-sight and non-line-of-sight vehicle-to-vehicle visible light communication systems under the effect of artificial light source and weather conditions, including clear, hazy, and foggy weather. A practical vehicular laser diode, a street lamp, and an avalanche photodiode are used to design the proposed system model. Performance enhancement for the proposed system is achieved using an optical amplifier at the receiving end. An artificial light source of light-emitting diode Corn-type is used to represent an ambient artificial light source. Different metrics such as quality factor and bit error rate are used to assess the system performance of the non-line-of-sight-vehicular communication system. The proposed line-of-sight model achieves a data rate of 25 Gbps, supporting a distance of 80 m under clear sky and hazy atmospheric conditions. For foggy weather, an attainable link distance of 70 m is achieved. The achieved results emphasize the suitability of the suggested models for vehicular applications in real world environment.

Nonstandard Nearly Exact Analysis of the FitzHugh–Nagumo Model

The FitzHugh–Nagumo model has been used empirically to model certain types of neuronal activities. It is also a non-linear dynamical system applicable to chemical kinetics, population dynamics, epidemiology and pattern formation. In the literature, many approaches have been proposed to study its dynamics. In this paper, initially, we have employed cutting-edge tools from discrete dynamics for discretization and fixed points. It has been proven that an exact discrete scheme exists for this paradigm. This project also considers the phase space and integral surfaces of these evolutionary equations. In addition, it carries out a thorough symmetry analysis of this reaction diffusion system to find equivalent systems. Moreover, steady-state solutions are obtained using ansatzes for traveling wave solutions. The existence of infinite traveling wave solutions has also been proven. Yet again, this investigation establishes the potential of symmetry methods to unravel non-linearity. Finally, singular perturbation theory has been employed to obtain analytical approximations and to study stability in different parameter regimes.

Bulk Free Radical Terpolymerization of Butyl Acrylate, 2-Methylene-1,3-Dioxepane and Vinyl Acetate: Terpolymer Reactivity Ratio Estimation

This investigation introduces the first estimation of ternary reactivity ratios for a butyl acrylate (BA), 2-methylene-1,3-dioxepane (MDO), and vinyl acetate (VAc) system at 50 °C, with an aim to develop biodegradable pressure-sensitive adhesives (PSAs). In this study, we applied the error-in-variables model (EVM) to estimate reactivity ratios. The ternary reactivity ratios were found to be r12 = 0.417, r21 = 0.071, r13 = 4.459, r31 = 0.198, r23 = 0.260, and r32 = 55.339 (BA/MDO/VAc 1/2/3), contrasting with their binary counterparts, which are significantly different, indicating the critical need for ternary system analysis to accurately model multicomponent polymerization systems. Through the application of a recast Alfrey–Goldfinger model, this investigation predicts the terpolymer’s instantaneous and cumulative compositions at various conversion levels, based on the ternary reactivity ratios. These predictions not only provide crucial insights into the incorporation of MDO across different initial feed compositions but also offer estimates of the final terpolymer compositions and distributions, underscoring their potential in designing compostable or degradable polymers.

Assessing the safety of bedaquiline: insight from adverse event reporting system analysis

BackgroundThe development and marketing of Bedaquiline (BDQ) represent significant advancements in treating tuberculosis, particularly multidrug-resistant forms. However, comprehensive research into BDQ’s real-world safety remains limited.PurposeWe obtained BDQ related adverse event (AE) information from the US Food and Drug Administration’s Adverse Event Reporting System (FAERS) to assess its safety and inform drug usage.MethodsThe AE data for BDQ from 2012 Q4 to 2023 Q3 was collected and standardized. Disproportionality analysis, including Reporting Odds Ratio (ROR), Proportional Reporting Ratio (PRR), Multi-item Gamma Poisson Shrinker (MGPS), and Bayesian Confidence Propagation Neural Network (BCPNN) was used to quantify signals of BDQ-related AEs. Logistic regression was used to analyze the individual data of hepatotoxicity and drug-induced liver injury, and multiple linear regression models were established. Additionally, network pharmacology was employed to identify the potential biological mechanisms of BDQ-induced liver injury.ResultsWe identified 2017 case reports directly related to BDQ. Our analysis identified 341 Preferred Terms (PTs) characterizing these AEs across 27 System Organ Classes (SOC). An important discovery was the identification of AEs associated with ear and labyrinth disorders, which had not been documented in the drug’s official leaflet before. Subgroup analysis revealed a negative correlation between BDQ-related liver injury and females (OR: 0.4, 95%CI: 0.3–0.6). In addition, via network pharmacology approach, a total of 76 potential targets for BDQ related liver injury were predicted, and 11 core target genes were selected based on the characterization of protein-protein interactions. The pathway linked to BDQ-induced liver injury was identified, and it was determined that the PI3K-Akt signaling pathway contained the highest number of associated genes.ConclusionThe analysis of the FAERS database revealed adverse events linked to BDQ, prompting the use of a network pharmacology approach to study the potential molecular mechanism of BDQ-induced liver injury. These findings emphasized the significance of drug safety and offered understanding into the mechanisms behind BDQ-induced liver injury. BDQ demonstrated distinct advantages, including reduced incidence of certain adverse events compared to traditional treatments such as injectable agents and second-line drugs. However, it is important to acknowledge the limitations of this analysis, including potential underreporting and confounding factors. This study provides valuable insights into the safety of BDQ and its role in the management of MDR-TB, emphasizing the need for continued surveillance and monitoring to ensure its safe and effective use.

The Role of the Public Sphere of Science in Fostering Public Trust in Science in Ukraine

Introduction. The war in Ukraine has created a challenging environment for scholarly research, as many researchers and institutions have found themselves in constrained conditions and resources. Furthermore, there has been a decline in public trust in institutions in Ukraine, including the scholarly community.Problem Statement. In Ukraine, public trust in science has been consistently low in recent years. This may have negative consequences for the development of science and technology in the country, as well as for public policy decisions that rely on scientifi c evidence. Therefore, there is a need to foster public trust in the science of Ukraine.Purpose. The purpose of this research is to identify the key tools and technologies of the public sphere of science, which can contribute to building trust in science among the Ukrainian public.Material and Methods. There have been used the methods of analysis, synthesis, comparison, structural, functional, system analysis, and integration.Results. The importance of the role of the public sphere of science in shaping public trust in scholarly research in Ukraine has been established. The main tools and technologies in the public sphere of science that can be used to engage the public and to enhance trust in science in Ukraine have been analyzed. The role of social media platforms, scientifi c webinars, scientifi c platforms, and scientifi c festivals in this process and their potential for engaging the public in scientifi c knowledge and research have been discussed.Conclusions. The importance of involving the public in scientifi c decision-making processes and engagement through organizing public discussions and debates has been concluded. Another crucial step is ensuring open access to scientifi c information and promoting greater transparency. Collaboration among research organizations, the public, the government, and other stakeholders is also vital to the development of eff ective scientifi c policies. The use of innovation technologies and digital tools facilitates interaction between science and the public. Ensuring access to scientifi c knowledge and scientifi c education contributes to increasing trust in science.

GERIATRIC ASPECTS OF THE ORGANIZATION OF MEDICAL-SOCIAL, PALLIATIVE AND HOSPICE CARE IN THE CONDITIONS OF THE WAR: COMBINATION OF MEDICAL, PSYCHOLOGICAL AND SOCIAL PROBLEMS

The aim of the study is to characterize, from the point of view of geriatric aspects, the current problems of the organization of medico-social, palliative and hospice care (PHC) and social services for palliative care in the war conditions based on multidisciplinary, interagency and inter-sectoral approaches, as well as a combination of medical, psychological and social problems. Materials and methods. The research materials were scientific literary sources and regulatory documents. A pilot survey of 200 people was conducted to study the psychological state and psychological support needs of the elderly and internally displaced persons (IDPs). The survey results of 3,705 client’s questionnaires of the “Vseturbota” Project were also evaluated, of which 63.6 % are people aged 67-84 years, 26.4 % are 85–101 years old. The following research methods were used in the work: bibliosemantic, sociological, system approach and system analysis. Results and discussion. After February 24, 2022, IDPs will experience significant difficulties, suffer from reduced income, increased dependence on humanitarian aid, do not feel safe and protected. All these are reflected in their psychological state. It was found that among respondents aged ≥75 years had the most people with medium (57.1 %) and low (25.0 %) levels of anxiety, 71.4 % had a low level of mood. 32.17 % of the “Vseturbota” Project clients needed additional consultation with a family doctor, 3.83 % needed consultation with a psychologist, and 3.35 % with other specialists. Most often, they needed help around the house (26.02 %), buying medicines/foodstuff (22.43 %), 34.97 % needed information, and 13.36 % needed psychological counseling. An important condition for providing geriatric patients, including IDPs, with affordable, high-quality and effective PHC is the creation of a system and service of ambulatory/mobile and inpatient PHC facilities and medico-social care. Conclusions. The military aggression of the Russian Federation caused considerable suffering to the population of Ukraine. The state of anxiety and fear has a negative impact not only on the psycho-emotional, but also on the physical sphere of the elderly, which necessitates the implementation of psychological services and effective strategies for overcoming stress and distress, which requires the development and implementation of mechanisms for interagency coordination and cooperation, involving and training of multidisciplinary teams’ specialists and volunteers, effective advocacy activities, etc.

NEW SPHERE OF INTERDISCIPLINARY KNOWLEDGE "ONE HEALTH": SCIENTIFIC ORIENTATION AND EDUCATIONAL CONTENT

The aim of the study. Based on the analysis of the sources of scientific information, scientific and methodical approaches of the "One Health" concept, justify and develop the "One Health" certificate program for training and continuous professional development of specialists in the field of public health in order to solve complex interdisciplinary problems in the health care field. Materials and methods. The methods of system approach and system analysis, bibliosemantic, historical method, comparative analysis and conceptual modelling were used. Research results and discussion. Taking into account world experience, the joint efforts of the leading scientific and pedagogical staff of the departments of the Bogomolets National Medical University, certificate program "One Health" was created for the training and re-training of public health specialists, which consists of 5 interrelated content modules: Zooanthroponous and transmissible infectious diseases: new, traditional, imported; Food safety and one health in the "human-animal-plant-environment" system; Contribution to changes in the one health by industrial activity and environmental pollution; Climate changes on planet Earth in the context of impact on one health; The problem of resistance to antimicrobial drugs in the treatment of humans and animals and its consequences. The new educational program is aimed at preserving and strengthening the health of the population (with the joint efforts of health care systems, veterinary medicine, the State Service of Ukraine On Food Safety And Consumer Protection (SSUFSCP), the phytosanitary service and the State Environmental inspectorate of Ukraine). Conclusions. Training under the certificate program will allow students to learn the concept of "One Health", to form an understanding of the cooperation of WHO, FAO, UNEP and WOAH in the context of "human-animal-plant-environment", aimed at the integration and practical implementation of "One Health" concept on a global, regional and national levels.

High-performance internal circulation anaerobic granular sludge reactor for cattle slaughterhouse wastewater treatment and simultaneous biogas production

This research investigates the efficacy of a high-performance pilot-scale Internal Circulation Anaerobic Reactor inoculated with Granular Sludge (ICAGSR) for treating cattle slaughterhouse wastewater while concurrently generating biogas. The primary objective is to assess the efficiency and performance of ICAGSR in terms of organic pollutant removal and biogas production using granular anaerobic sludge. The research methodology entails operating the ICAGSR system under ambient conditions and systematically varying key parameters, including different Hydraulic Retention Times (HRTs) (24, 12, and 8 h) and Organic Loading Rates (OLRs) (3.3, 6.14, and 12.83 kg COD/m³. d). The study focuses on evaluating pollutants’ removal and biogas production rates. Results reveal that the ICAGSR system achieves exceptional removal efficiency for organic pollutants, with Chemical Oxygen Demand (COD) removal exceeding 74%, 67%, and 68% at HRTs of 24, 12, and 8 h, respectively. Furthermore, the system demonstrates stable and sustainable biogas production, maintaining average methane contents of 80%, 76%, and 72% throughout the experimental period. The successful operation of the ICAGSR system underscores its potential as a viable technology for treating cattle slaughterhouse wastewater and generating renewable biogas. In conclusion, this study contributes to wastewater treatment and renewable energy production by providing a comprehensive analysis of the ICAGSR system’s hydrodynamic properties. The research enhances our understanding of the system’s performance optimization under varying conditions, emphasizing the benefits of utilizing ICAGSR reactors with granular sludge as an effective and sustainable approach. Identifying current gaps, future research directions aim to further refine and broaden the application of ICAGSR technology in wastewater treatment and renewable energy initiatives.

Performance analysis of a new cascade waste heat recovery system with a wider range of applications

Abstract This paper proposes a new cascade waste heat recovery system with low power consumption and the ability to recover waste heat in a wider temperature range, namely, the Absorption-Compression Coupled Heat Pump System. Simulations were conducted to reveal the effects of generator inlet and outlet water temperatures, supply hot water inlet and outlet water temperatures, and intermediate temperature on system performance. The results demonstrate that the coefficient of performance and exergy efficiency of the new system increase with an increase in generator outlet water temperature. The coefficient of performance and exergy efficiency of the new system decrease with an increase in supply heating water outlet water temperature. The coefficient of performance of the new system decreases with an increase in supply heating water inlet water temperature, while the exergy efficiency increases with an increase in supply heating water inlet water temperature. As intermediate temperature increases, the coefficient of performance of new system shows a increasing trend, and the exergy efficiency shows a decreasing trend. In addition, compared to single-effect absorption heat pump system, the new system can recover heat at lower heat source temperatures, and compared to compression heat pump system, it can reduce electricity consumption.

Performance analysis of a battery thermal management system based on phase change materials with micro heat pipe arrays

Lithium-ion battery packs generate high-level heat under harsh and rigorous conditions. The inadequate heat dissipation results in high pack temperature above the safe operating range. This study investigates an efficient and cost-effective battery thermal management system based on phase change materials and a micro heat pipe array. The battery is treated as a single domain. A battery pack with six series stacked batteries is analyzed using the Newman-Tiedemann-Gu-Kim model. The thermal performance of a battery thermal management system is analyzed using phase change materials with various melting temperature values, ambient temperature, and convective heat transfer coefficients of micro heat pipe arrays. Results show that the maximum temperature of the cooling system with micro heat pipe arrays and phase change materials is 33.8 °C, which is reduced by 22.3 % and 7.8 % compared to the air-cooled and cooling system with micro heat pipe arrays. At forced convection of 50 W·m−2·K−1, the maximum battery temperature values for the phase change material RT31, RT35, and RT42 are reduced by 11.8 %, 8.9 %, and 5.4 % compared to those at forced convection of 5 W·m−2·K−1. Under short-circuit conditions, the cooling system with micro heat pipe arrays and cooling system with micro heat pipe arrays − phase change materials reduce the maximum battery temperature by 12.4 % and 29.9 % compared to the air-cooled system. Results show that the developed model for the battery thermal management system provides a reference for designing phase change materials with micro heat pipe arrays.