Equipment Utilization Research Articles

An Analytical Review for Search of Optimal Selection & Utilization of Earthwork Equipment in Construction

Different types of equipment with various levels/times application times are the characteristic features of all construction projects. Almost every construction project/industry has the most common problem of slow progress and cost overruns due to increasing downtime and decreasing operational efficiency of construction equipment. Construction equipment is involved in construction to such an extent that without it no construction activity can be performed. In recent years, with the continuous advancement in technology and improvement of urbanization, there have been more and more construction project/equipment requirements resulting in either the project delay or cost enhancement As the most critical element earthwork is responsible for not only successful completion of project within schedule but also for the starting of the project, selection of right equipment for earthwork is necessary. Earthwork complexity further increases due to various soil types and equipment, and adverse environmental conditions The present study is concentrated or focused on soil and various costs based practices adopted for the selection of construction equipment and an attempt has been made to find the optimal solution for the most problematic or responsible activities for the delay in project/cost overrun especially in context to excavation, compression, and earth / material movement equipment utilization.

Outcomes of percutaneous coronary intervention in patients with chronic total occlusion (CTO): a single-center study evaluating a new dedicated CTO program in Egypt

PurposeThe conundrum of limited resources in developing countries leads to the abonnement and underutilization of percutaneous coronary intervention for chronic total occlusion, in addition to lack of expertise, limited supplies, and success rates. We embraced this challenge by initiating a dedicated program in a tertiary academic center in Egypt, aiming for optimum utilization of resources, limit cost, and gaining experience. We present our outcomes and the proficiency in establishing the program.MethodsWe enrolled all patients undergoing percutaneous coronary intervention for chronic total occlusion during the first year of initiating our dedicated program. Analysis of clinical data, angiographic findings, and procedural features were evaluated, aiming to evaluate outcomes. Our primary outcome was successful recanalization achievement, utilization of available resources and cost. Secondary outcomes such as peri-procedural myocardial infarction, coronary perforation, urgent need of coronary artery bypass grafting, cerebrovascular stroke, and mortality were assessed.ResultsOur study enrolled 64 patients electively admitted to the Critical Care Department, Cairo University, undergoing percutaneous coronary intervention for chronic total occlusion. The median J-CTO score was 2 (0–5). We achieved successful recanalization in 47 patients (73%). The mean procedural time was 123 ± 48.8 min, mean contrast volume was 359.03 ± 151.9 ml, and mean radiation dose was 9.4 ± 4.2 Gy. The mean number of wires per patient was 2.69 ± 1.32, and the most successful crossing strategy was antegrade wiring (56.3%). The commonest cause of failure was failure of re-entry (46.7%). One patient had peri-procedural MI (1.6%), and one patient required urgent CABG. There was no in-hospital mortality or cerebrovascular stroke. The cost ranged from 6520 Egyptian Pounds (EP) ($415) to 63,720 EP ($4058), with a mean of 26,213 EP ($1670).ConclusionsEstablishing a dedicated program for percutaneous coronary intervention for chronic total occlusion proved to be feasible and proficient, achieving high success rates with limited complications in view of limited resources, rationalized utilization of equipment, and limitation of hospital costs.

Multi-Stage Rolling Grid Expansion Planning for Distribution Networks Considering Conditional Value at Risk

Existing single-stage planning and multi-stage non-rolling planning methods for distribution networks have problems such as low equipment utilization efficiency and poor investment benefits. In order to solve the above problems, this paper firstly proposes a multi-stage rolling planning method for distribution networks based on analyzing the limitations of the existing planning methods, which divides the planning cycle of the distribution network into multiple planning stages, and makes rolling amendments to the planning scheme of each stage according to the latest information during the planning cycle. Then, a multi-stage rolling planning model of distribution network taking into account conditional value at risk is established with the objective of minimizing the total investment and operation cost of the distribution network. On the one hand, the users’ electricity bill is taken into account in the objective function, and the necessity of this part of the benefits is demonstrated. On the other hand, the conditional value at risk is used to quantify the uncertainty of the operation cost in the process of the expansion planning of the distribution network, which reduces the operation cost risk of the distribution network. Next, this paper uses the rainflow counting method to characterize the capacity decay characteristics of energy storage in the distribution network, and proposes an iterative solution framework that considers energy storage capacity decay to solve the proposed model. Finally, the proposed method is applied to an 18-node distribution network planning case. This confirms that the multi-stage rolling planning method could improve the investment benefits and reduce the investment cost by approximately 27.27%. Besides, it will increase the total cost by approximately 2750 USD in the case if the users’ electricity bill is not taken into account. And the maximum capacity of energy storage may decay to 87.6% of the initial capacity or even lower during operation, which may cause the line current to exceed the limit if it is not taken into account.

Prevalence of injury and utilization of personal protective equipment among building construction workers and associated factors in Bale and West Arsi Zones, southeast Ethiopia 2022.

The building construction industry is well known for being one of the most dangerous industries worldwide. Statistics show it is one of the most dangerous occupations in the world. The aim of this study is to assess the prevalence of injury, personal protective equipment usage among building construction workers, and associated factors in Southeast Ethiopia. Institutional-based cross-sectional study was done among 406 selected construction workers in Southeast Ethiopia. Study participants were selected randomly. Data were collected by using a structured questionnaire. Descriptive statistics was used to summarize study variables. Binary logistic regression was utilized to investigate factors associated with injury among study participants. Accordingly, adjusted odds ratio along its 95% confidence interval were calculated and a p value of <0.05 was used to declare statistical significance. Generalized linear models were utilized to investigate factors associated with the use of personal protective equipment. Accordingly, an adjusted odds ratio with a 95% confidence interval was determined and a p value of <0.05 was used as a level to declare a significant statistical association. In this research 406 building construction workers were interviewed and 393 participants gave complete responses, yielding a 96.8% response rate. Of all participants included in this study, 27 (6.8%) drink alcohol and 26 (6.6%) chew khats. Uses of personal protective equipment among study participants was 133 (33.3%, with a 95% confidence interval of 28.3% to 37.7%). Of 393 participants in this study, 213 (54.2%) of them sustained at least one building work-related injury in the last year. The commonest type of injury that occurred among this population was abrasion 43.3% followed by muscular pain (13%). Not having orientation about personal protective equipment, without safety training, didn't use personal protective equipment, and rural residence were factors significantly associated with injury among building construction workers. Residence, age, monthly income, service year, orientation about personal protective equipment, safety training, and start using personal protective equipment immediately after the job offers were significantly associated with the uses of personal protective equipment by participants of this study. In general, this study has identified a relatively high prevalence of injury and low use of personal protective equipment in the study subjects and associated factors.

Liquid Handling Technologies: A Study through Major Discoveries and Advancements

Liquid handling is an essential process in laboratories involving automatically transferring accurate amounts of liquids for various task completions such as sample preparation, pipetting, dilution, and mixing. Automated liquid handling systems (ALHS) help to minimize the errors, complications, and difficulties that are faced with manual methods of liquid handling by efficiently enhancing the accuracy, precision, and reproducibility of experimental workflows and have transformed life sciences aiding research in various fields. Processes like Nuclear Magnetic Resonance (NMR) spectrometry, mass spectrometry, and acoustic droplet ejection with ALHS showcase tremendous potential. Outdated manual machinery is being replaced rapidly with automated tools. We have observed that these laboratory setups are sophisticated and costly. It is challenging to access such technologies, especially in poor or developing countries. At the nanoscale level, handling and evaporation of biomaterials becomes a great issue. Multitudinous devices can combat the cost issue along with utilization of single equipment without the enhancement of add-on modules. Liquid handling devices enhance the quality of experiments contributing to efficient dealing of circumstances like COVID-19. They aid in genomics and proteomics and play a pivotal role in liquid manipulation, drug screening, quantifications, forensic studies and many more. Liquid handling devices with robotic equipment can perform multiple tasks and can assist in a wide range of fields. We anticipate that in the coming years, our laboratories will be furnished with advanced, robotic technologies and cause a revolution in the scientific scenery.

Digital twin-based multi-granularity synchronisation for production-warehousing under batch processing mode

Batch production is a cost-effective way that boosts efficiency in manufacturing systems. As customer demands become increasingly customised, there is a growing need to consolidate numerous small-batch orders. However, if batch production exceeds the optimal level, it may lead to the premature completion of customer orders, causing temporary congestion in the finished goods warehouse and prolonged resource occupation. Consequently, an essential focus of this study pertains to coordinating decision-making units like workshops and warehouses within batch production setups to ensure stable system operation amidst dynamic customer demands. The proposed solution encompasses a Digital Twin-based Multi-level Synchronised Control System (DTMCS) framework, featuring the Multi-granularity Synchronised Control Mechanism (MgSCM) and a collaborative optimisation model for batch production and warehouse planning. By examining a practical case study from a paint manufacturing company, the research delves into the effects of four synchronised control patterns on various system performance metrics, such as operating costs, equipment and warehouse utilisation rates, and system stability. Overall, this study provides an adaptable and cost-effective solution for enhancing production-logistics synchronisation.

PREVENTION OF WORK ACCIDENTS IN CONSTRUCTION PROJECTS: STRATEGIES AND APPLICATIONS

The construction industry represents a hazardous environment frequently associated with work-related accidents. This study concentrates on strategies and practices to diminish and prevent such occupational incidents. Preventing occupational accidents is paramount regarding workers' well-being, project efficiency, and cost management. Strategies and practices such as training, risk assessment, appropriate equipment utilization, collaboration, and inspection play pivotal roles in minimizing work-related accidents, emphasizing the effectiveness of integrating these measures. This study underscores ensuring worker safety in the construction sector remains an ongoing priority. Strategies and practices aimed at preventing work-related accidents are deemed critical for all stakeholders within the industry. They are considered crucial steps towards reducing work accidents and fostering a culture of occupational safety. Additionally, a survey conducted among approximately 600 workers across five different construction sites in Antalya aimed to explore the correlation between their knowledge levels in labor law, occupational health, safety, and work accidents. Findings indicated a necessity to augment workers' knowledge and awareness levels, suggesting that such improvements could lead to better self-protection of their health and safety, consequently reducing work-related accidents. In essence, the primary objective of this study is to offer recommendations for enhancing occupational health and safety standards within the construction sector. The literature review aims to assess measures to improve workers' health and safety and ascertain their practicability in the industry, thereby striving to harmonize legislation with practical applications.

Exploring subsea dynamics: A comprehensive review of underwater pipelines and cables

The development of marine resources is intrinsically linked to the utilization of various marine equipment. Among these, marine pipelines and cables are crucial for the exploitation of deep-sea oil and gas resources. Mooring cables, marine towed cables, marine umbilical cables, submarine cables, and marine pipelines are typical slender and flexible marine components. These slender marine flexible members present various dynamic challenges during laying, installation, and in-position operation. Facing these challenges, scholars from China and around the globe have explored theoretical, numerical, and experimental solutions to these challenges. The conclusions need to be condensed to improve their practical and academic value for engineering applications. This paper summarizes the explorations and provides general design methods and concepts of marine pipelines. Additionally, this paper looks forward to the future development trend of marine pipelines in engineering applications as well as theoretical research. The aim is to provide a reference for the research of underwater pipelines and cables.

실감형 콘텐츠의 교육적 활용을 위한 교수 인식 탐구: K 대학교를 중심으로

Objectives The purpose of this study is to analyze faculty's perceptions of immersive contents' educational use. Methods For this purpose, an online survey was conducted targeting faculty at K University in Seoul, and a total of 99 responses were analyzed. The analytical methods involved frequency and mean analysis, univariate variance analysis, and descriptive responses were categorized through content analysis. Results The research findings are as follows: First, there was no significant difference in the willingness to use immersive contents in classes based on professors' general characteristics and professors perceived immersive contents as suitable for experiments, practical training, and field experiences. Second, they anticipated improved learning immersion and effectiveness when utilizing immersive contents, while expressing concerns about the impairment of class management due to gap of the digital literacy and information between professors and students. Lastly, for the educational use of immersive contents, there was a high demand for support for contents accessibility and learning management system linkage when developing content and digital equipment support and utilization education. Conclusions Based on these research findings, support measures and implications for the educational use of immersive contents in university classes were suggested.

Cyber-Physical Scheduling System for Multiobjective Scheduling Optimization of a Suspension Chain Workshop Using the Improved Non-Dominated Sorting Genetic Algorithm II

Cyber-Physical Systems (CPSs) offer significant potential to address the evolving demands of industrial development. In the Industry 4.0 era, a framework integrating sensing, data exchange, numerical analysis, and real-time feedback is essential for meeting modern industrial needs. However, implementing this integration presents challenges across multiple domains, particularly in digital analysis, information sensing, and data exchange during corporate transformation. Companies yet to undergo transformation face distinct challenges, including the risks and trial-and-error costs of adopting new technologies. This study focuses on a heavy-duty workpiece processing factory, with a specific emphasis on the painting process. The complexity of this process frequently results in congestion, which is approached as a multi-objective, multi-constraint optimization problem. This paper proposes the Improved Non-dominated Sorting Genetic Algorithm II (INSGA-II) to address the requirements of multi-objective optimization. The proposed approach uses multi-chromosome structures, listeners, and recursive backtracking initialization to optimize the search for solutions under constraints. This enables the factory to automatically streamline production lines based on workpiece processing sequences, leading to increased efficiency. Additionally, a CPS framework focused on simulation modeling has been designed. First, the INSGA-II algorithm processes order data to generate production schedules. Next, the data transmission formats and input-output interfaces are designed. Then, a simulation model is built using the algorithm’s results. These components collectively form the CPS framework for this study. The proposed method offers an automated digital solution through the algorithm, enabling verification of its feasibility via the simulation model. As a result, it significantly enhances decision-making speed, reliability, and equipment utilization.

Exploring key metrics of sterilization services using cost analysis

ABSTRACT Sterilization services not only impact service delivery processes directly but also account for a substantial portion of total costs. Therefore, accurate resource measurement becomes imperative for efficient resource utilization. This research aims to draw a framework for calculating the package and autoclave unit cost within a sterilization unit and to pinpoint sterilization unit-specific findings distinct from those of other service provider departments. To achieve this, we collected and analyzed cost data from a public hospital in Trabzon, Türkiye, for 2021 and 2022. Subsequently, the unit cost of the package and autoclave of the sterilization unit was calculated based on the collected data. Our analysis considered various cost components, such as equipment maintenance, personnel salaries, and utility expenses. Through our research, we identified key factors influencing the sterilization process. The findings guided decision-makers in prioritizing areas for efficient and sustainable service provision. Furthermore, we emphasize the importance of our developed framework in cost analysis, highlighting its potential impact on resource management practices in healthcare settings. Additionally, insights into decision-making processes regarding in-house versus outsourced provision of sterilization services can inform managerial decisions and resource allocation strategies more effectively.

A Study on Quality Assurance and Utilization of Equipment in the Radiology Department of a Tertiary Care Teaching Hospital

Utilizing resources to reduce costs and increase income while ensuring patient safety necessitates rigorous planning. The study aims to assess ergonomics, equipment utilization, outpatient satisfaction, and quality assurance in the Radiology Department. Four hundred outpatients, 39 radiographers, and 40 postgraduate students participated in a cross-sectional mixed-methods study that included surveys and interviews. The results were obtained using descriptive statistics, a utilization rate, and a Chi-square test with a 95% confidence interval. Three hundred eighty-two patients, or 95.5%, were satisfied with the overall service quality. Quality and explanation of the process by a radiographer 76.8%, patient knowledge of procedures 76.8%, privacy level 79%, and affordability of treatment 91.8% leading to 95.5% patient satisfaction and 87% were willing to recommend the facility to family and friends. Although there was a high percentage correlation with clinical diagnosis (81%), re-doing 43 (1%), reporting a mistake 30 (23.4%), or both might affect patient safety standards. Quality control, patient safety, and equipment utilization are all inextricably linked. Even minor changes in quality can influence utilization rates and patient safety.

A Business Intelligence System for Assessing Efficiency of Medical Equipment Utilization

A Business Intelligence System for Assessing Efficiency of Medical Equipment Utilization

A Multi-Functional Reactive Power Compensation Device with the Capability of Grounding Fault Regulation and Its Parameter Design Method

Aiming at the problems of low equipment utilization and the high-capacity requirements of existing arc-suppression devices, a multi-functional reactive power compensation device with the capability of grounding fault regulation (MF-RPCD) is proposed. Firstly, the topology and operation mechanism of MF-RPCD are introduced in this paper. MF-RPCD works in a reactive power compensation mode when a power grid is under normal operation to ensure the unit power factor operation of the power-grid side. When a single line-to-ground fault occurs in the power grid, MF-RPCD works in a fault-regulation mode to effectively suppress the ground-fault current. Secondly, the parameters of the active and passive parts of MF-RPCD are optimally designed to ensure the stable operation of MF-RPCD. Finally, the correctness, feasibility and effectiveness of the proposed topology and functions are verified using simulations and experiments.

Cost estimation of Non-CO2 greenhouse gas emissions reduction- A bottom-up analysis of coal-bed methane extraction and utilization in Shanxi, China

This paper analyzes the synergistic effect of coal-bed methane (CBM) extraction and utilization on greenhouse gas (GHG) emissions reduction in Shanxi Province. Using data from a survey of 87 CBM extraction firms and 61 CBM utilization firms, we draw abatement cost curves of methane emission reduction with the "Conserved Supply Curve (CSC)." Our findings show large diversity among the methane abatement costs of extraction firms, meanwhile cost diversity in the extraction step is mainly due to differences in extraction technologies, rather than mine types. Power generation is the main utilization option for CBM, with much smaller abatement cost diversity than in the extraction step. Most utilization projects are established near CBM sources, with small-scale equipment supplied by domestic vendors. We suggest Shanxi could introduce a carbon pricing mechanism to further encourage CBM extraction and increase its scale. Promoting technology standardization can reduce cost diversity among extraction firms, while developing CBM purifying firms can create standardized products and break the strong integration of extraction and utilization. Strengthening CBM transportation infrastructure can form a competitive market with multi-source supply upstream and efficient transportation downstream. Promoting joint research and development for domestic CBM utilization equipment can also improve its scale.

Sterile gown and drape, and bouffant cap for thyroid FNA: preventing infections or producing unnecessary medical waste?

Ultrasound-guided fine needle aspiration (FNA) is a very low-risk procedure. Despite this, there remains great variability in the use of protective equipment. Given the monetary and environmental costs of protective equipment, the difference in infection rates with full versus limited protective equipment was assessed. A total of 857 consecutive patients were retrospectively reviewed after undergoing thyroid FNAs at the main hospital and outpatient clinic siteperformed from 12/1/2020 to 11/30/2023. The hospital site operated with full protective equipment (bouffant, sterile gown, sterile gloves, and full body sterile drape), and the outpatient site with limited (sterile gloves, limited sterile paper drape) protective equipment. Two patients were excluded as no procedure was performed. Review for signs of infection within 30days of procedure was performed using medical records, which was blinded to the extent of protective equipment utilization. No infections were identified in either group, with 0/629 (0%, 95%CI 0-1%) in the full protective equipment group vs. 0/226 (0%, 95%CI 0-2%) in the limited protective equipment group. There was no statistically significant difference in infection rate between full and limited protective equipment use in thyroid FNA in the included 855 procedures (95%CI 0-1%). Two patients out of 629 (0.3%) in the full protective equipment group developed mild allergic reaction to topical antiseptic. The 226 procedures with limited protective equipment represent a saving of at least 204,530g of CO2 equivalents, equivalent to driving a car for almost 3000 miles. Reducing the extent of protective equipment does not adversely affect the infection rate in thyroid FNAs. Given the inherent costs involved in the procurement and waste of protective equipment, reducing protective equipment use is warranted to reduce both the monetary and environmental impacts of waste.

A two-stage optimal operation strategy for community integrated energy system considering dynamic and static energy characteristics

The community integrated energy system (CIES) can provide users with reliable and economical energy supply through centralized utilization of various energy equipment. However, due to the significant difference in inertia between different energy sources, the response speed of equipment using different energy sources varies greatly, making it difficult to cooperate well and limiting their ability to cope with source-load uncertainty. Based on this consideration, a two-stage optimal operation strategy for CIES is proposed to utilize dynamic and static energy separately. First, the dynamic and static energy are defined and divided, and their different functions are analyzed. Based on this, a two-stage optimal operation architecture is proposed. Then, a day-ahead interval optimal operation model considering dynamic and static energy matching is established. In which, the uncertainty of source and load is characterized by nonlinear interval numbers, and the interval possibility degree is used for deterministic transformation of nonlinear interval numbers. Thirdly, a dynamic and static energy replacement mechanism based on model predictive control is given, and an intra-day rolling optimal operation model considering dynamic and static energy replacement is established. Finally, a CIES is used as an example to demonstrate the rationality and effectiveness of the proposed strategy. Simulation results show that the proposed strategy can effectively utilize different types of energy equipment and significantly reduce the adverse effects of source-load uncertainty.

Phase change materials encapsulated in graphene hybrid aerogels with high thermal conductivity for efficient solar-thermal energy conversion and thermal management of solar PV panels

Phase change materials (PCMs) have a wide range of applications in latent heat storage and thermal management. However, their practical use is hindered by high leakage rates and low thermal conductivity. To address these issues, polyvinyl alcohol/carboxylated carbon nanotubes/graphene hybrid aerogels (PCG) were carbonized at high temperatures to obtain polyvinyl alcohol/carboxylated carbon nanotubes/graphene carbon aerogels (cPCG). Polyethylene glycol (PEG) was then encapsulated within cPCG to form cPCG@PEG shape-stabilized PCMs (SSPCMs). These cPCG@PEG SSPCMs demonstrated excellent thermal conductivity (0.843 W•m-1•K-1) and superior solar-thermal conversion performance (91.8%). Additionally, the latent heat of cPCG@PEG showed a minimal decrease even after 100 melt-crystallization cycles. An experimental setup was designed to regulate the temperature of solar photovoltaic (PV) panels using cPCG@PEG. The results indicated that cPCG@PEG effectively managed the temperature of solar PV panels under varying light conditions. This study presents a novel approach for enhancing the application of porous PCMs in solar energy utilization and thermal management of equipment.

Characteristics of solar to hydrogen-rich fuel production integrating parabolic trough collectors with partially rotatable tracking strategies

To achieve carbon neutrality, hydrogen and solar energy are receiving increasing attention. Concentrated solar thermal energy by parabolic trough collectors can be used to drive methanol cracking reactions for distributed hydrogen-rich syngas production. In this scenario, the collector is characterized by its small size and easy to integrate with hydrogen utilization equipment. However, parabolic trough collectors use a single-axis strategy with inherent large cosine loss, resulting in a low annual efficiency. The partially rotatable tracking is an advanced tracking strategy, which considers the trade-off between performance and cost compared to double-axis tracking strategies, and shows great potential for applications in distributed solar thermochemical reactions. In this study, solar to hydrogen-rich fuel production integrating parabolic trough collectors with the partially rotatable tracking strategy is proposed. The effect of the partially rotatable tracking strategy on the solar thermochemical conversion of methanol cracking is revealed. An annual normalized optical improvement of 40%∼54% is realized over a latitude range of 0∼50° by means of an optimal daily rotation angle. The solar thermochemical reactor with the partially rotatable tracking strategy has the less irreversibility loss during the concentrating process and the higher thermochemical efficiency. The results show that in three Chinese cities (Beijing, Lhasa and Guangzhou) with different latitudes and irradiation conditions, a partial north-south rotation strategy yields an additional 17.42%, 11.62% and 6.22% of chemical energy per year from the sun, while a partial east-west rotation strategy yields an additional 14.91%, 19.35% and 15.37% per year from the sun. The encouraging results indicate a promising method for the effective conversion of solar energy to chemical energy of hydrogen-rich fuels.

Mitigating the Risks of Lower Extremity Injuries in Soccer: A Comprehensive Analysis of Lower Extremity Injury Rates in Soccer Between 2014 and 2023.

With events such as the Copa America 2024, the 2026 World Cup, and the arrival of European stars in Major League Soccer (MLS), the already observed and forecasted rise of soccer in the United States (US) seems to be an inevitable outcome. Although regular participation in soccer features several benefits, including increasing cardiovascular health, decreasing stress, and promoting interpersonal relationships, the risk of injury, as is the case in any sport, is ever present. Although many sports that are popular in America feature high rates of concussion, rotator cuff injuries, and general upper extremity injuries, soccer, being more strenuous on the lower-half of the body, features a disproportionate rate of lower extremity injuries. An analysis of the frequencies of these injuries, relative to factors such as year of injury, age, gender, location of injury, and diagnosis of injury, may help organizational bodies and soccer leagues implement new regulations regarding the usage of protective equipment and rules regarding gameplay. This study aims to illuminate these takeaways in an effort to better patient care outcomes in soccer-related injuries. This paper utilized the National Electronic Injury Surveillance System Database (NEISS) to compile data on lower extremity soccer-related injuries within the defined study period, 2014-2023. Inclusion criteria for the study involved all patients presenting to the emergency department (ED) within the study period and within the defined age range of 0 to 69 years old, with injuries sustained from or related to soccer. Using NEISS, trends were elucidated discriminating based on year of injury, sex, age group, location of injury, and diagnosis group of injury. Within the defined study period of 10 years, from 2014-2023, there were approximately 843,063 total soccer-related lower extremity injuries which presented to various EDs across the US. Regarding majorities, the most injuries were sustained in 2014 (12.84% of total injuries), most patients sustaining injuries were male (66.6% of all patients), and within the age range of 10-19 years old (63.24% of all patients), with the most instances occurring at age 15. Lower extremity injuries were most reported to be affecting the ankle with 306,797 incidences (36.39% of total injuries seen) and the most frequent diagnosis group was reported to be strains/sprains with 396,420 (47.02% of total injuries seen) total occurrences. This study analyzes the incidents of lower extremity injuries while participating in soccer for the last 10 years, 2014-2023. The study provides new data regarding the frequency of injuries and their relative rate with respect to year of injury, age group, sex, location of injury, and diagnosis. The results of this study show injury majorities and trends which can be used to dictate changes in regulation regarding gameplay and the utilization of protective equipment in order to mitigate injuries related to the lower extremities in soccer.