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Search Results (4,184)

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Keywords = technology innovation performance

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15 pages, 3462 KiB  
Article
Ionic Liquid Electrolyte Technologies for High-Temperature Lithium Battery Systems
by Eleonora De Santis, Annalisa Aurora, Sara Bergamasco, Antonio Rinaldi, Rodolfo Araneo and Giovanni Battista Appetecchi
Int. J. Mol. Sci. 2025, 26(7), 3430; https://doi.org/10.3390/ijms26073430 (registering DOI) - 6 Apr 2025
Viewed by 13
Abstract
The advent of the lithium-ion batteries (LIBs) has transformed the energy storage field, leading to significant advances in electronics and electric vehicles, which continuously demand more and more performant devices. However, commercial LIB systems are still far from satisfying applications operating in arduous [...] Read more.
The advent of the lithium-ion batteries (LIBs) has transformed the energy storage field, leading to significant advances in electronics and electric vehicles, which continuously demand more and more performant devices. However, commercial LIB systems are still far from satisfying applications operating in arduous conditions, such as temperatures exceeding 100 °C. For instance, safety issues, materials degradation, and toxic stem development, related to volatile, flammable organic electrolytes, and thermally unstable salts (LiPF6), limit the operative temperature of conventional lithium-ion batteries, which only occasionally can exceed 50–60 °C. To overcome this highly challenging drawback, the present study proposes advanced electrolyte technologies based on innovative, safer fluids such as ionic liquids (ILs). Among the IL families, we have selected ionic liquids based on tetrabutylphosphonium and 1-ethyl-3-methyl-imidazolium cations, coupled with per(fluoroalkylsulfonyl)imide anions, for standing out because of their remarkable thermal robustness. The thermal behaviour as well as the ion transport properties and electrochemical stability were investigated even in the presence of the lithium bis(trifluoromethylsulfonyl)imide salt. Conductivity measurements revealed very interesting ion transport properties already at 50 °C, with ion conduction values ranging from 10−3 and 10−2 S cm−1 levelled at 100 °C. Thermal robustness exceeding 150 °C was detected, in combination with anodic stability above 4.5 V at 100 °C. Preliminary cycling tests run on Li/LiFePO4 cells at 100 °C revealed promising performance, i.e., more than 94% of the theoretical capacity was delivered at a current rate of 0.5C. The obtained results make these innovative electrolyte formulations very promising candidates for high-temperature LIB applications and advanced energy storage systems. Full article
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32 pages, 463 KiB  
Article
Enhancing Cryptographic Solutions for Resource-Constrained RFID Assistive Devices: Implementing a Resource-Efficient Field Montgomery Multiplier
by Atef Ibrahim and Fayez Gebali
Computers 2025, 14(4), 135; https://doi.org/10.3390/computers14040135 (registering DOI) - 6 Apr 2025
Viewed by 12
Abstract
Radio Frequency Identification (RFID) assistive systems, which integrate RFID devices with IoT technologies, are vital for enhancing the independence, mobility, and safety of individuals with disabilities. These systems enable applications such as RFID navigation for blind users and RFID-enabled canes that provide real-time [...] Read more.
Radio Frequency Identification (RFID) assistive systems, which integrate RFID devices with IoT technologies, are vital for enhancing the independence, mobility, and safety of individuals with disabilities. These systems enable applications such as RFID navigation for blind users and RFID-enabled canes that provide real-time location data. Central to these systems are resource-constrained RFID devices that rely on RFID tags to collect and transmit data, but their limited computational capabilities make them vulnerable to cyberattacks, jeopardizing user safety and privacy. Implementing the Elliptic Curve Cryptography (ECC) algorithm is essential to mitigate these risks; however, its high computational complexity exceeds the capabilities of these devices. The fundamental operation of ECC is finite field multiplication, which is crucial for securing data. Optimizing this operation allows ECC computations to be executed without overloading the devices’ limited resources. Traditional multiplication designs are often unsuitable for such devices due to their excessive area and energy requirements. Therefore, this work tackles these challenges by proposing an efficient and compact field multiplier design optimized for the Montgomery multiplication algorithm, a widely used method in cryptographic applications. The proposed design significantly reduces both space and energy consumption while maintaining computational performance, making it well-suited for resource-constrained environments. ASIC synthesis results demonstrate substantial improvements in key metrics, including area, power consumption, Power-Delay Product (PDP), and Area-Delay Product (ADP), highlighting the multiplier’s efficiency and practicality. This innovation enables the implementation of ECC on RFID assistive devices, enhancing their security and reliability, thereby allowing individuals with disabilities to engage with assistive technologies more safely and confidently. Full article
(This article belongs to the Special Issue Wearable Computing and Activity Recognition)
23 pages, 1708 KiB  
Article
Sensing the Inside Out: An Embodied Perspective on Digital Animation Through Motion Capture and Wearables
by Katerina El-Raheb, Lori Kougioumtzian, Vilelmini Kalampratsidou, Anastasios Theodoropoulos, Panagiotis Kyriakoulakos and Spyros Vosinakis
Sensors 2025, 25(7), 2314; https://doi.org/10.3390/s25072314 (registering DOI) - 5 Apr 2025
Viewed by 39
Abstract
Over the last few decades, digital technology has played an important role in innovating the pipeline, techniques, and approaches for creating animation. Sensors for motion capture not only enabled the incorporation of physical human movement in all its precision and expressivity but also [...] Read more.
Over the last few decades, digital technology has played an important role in innovating the pipeline, techniques, and approaches for creating animation. Sensors for motion capture not only enabled the incorporation of physical human movement in all its precision and expressivity but also created a field of collaboration between the digital and performing arts. Moreover, it has challenged the boundaries of cinematography, animation, and live action. In addition, wearable technology can capture biosignals such as heart rate and galvanic skin response that act as indicators of the emotional state of the performer. Such metrics can be used as metaphors to visualise (or sonify) the internal reactions and bodily sensations of the designed animated character. In this work, we propose a framework for incorporating the role of the performer in digital character animation as a real-time designer of the character’s affect, expression, and personality. Within this embodied perspective, sensors that capture the performer’s movement and biosignals are viewed as the means to build the nonverbal personality traits, cues, and signals of the animated character and their narrative. To do so, following a review of the state of the art and relevant literature, we provide a detailed description of what constitute nonverbal personality traits and expression in animation, social psychology, and the performing arts, and we propose a workflow of methodological and technological toolstowardsan embodied perspective for digital animation. Full article
(This article belongs to the Special Issue Sensing Technology and Wearables for Physical Activity)
14 pages, 532 KiB  
Article
The Comparative Impact of Conventional and Digital Innovations on Driving Corporate Sustainability: The Case of Venture Firms in South Korea
by Kum-Sik Oh, Moon Hwan Cho and Byung Il Park
Sustainability 2025, 17(7), 3226; https://doi.org/10.3390/su17073226 (registering DOI) - 4 Apr 2025
Viewed by 109
Abstract
While previous studies have focused on either conventional or digital innovations individually, few have empirically compared the relative impact of these two types of innovation on firm sustainability. Furthermore, few earlier studies have applied a dynamic capabilities perspective and a technology acceptance model [...] Read more.
While previous studies have focused on either conventional or digital innovations individually, few have empirically compared the relative impact of these two types of innovation on firm sustainability. Furthermore, few earlier studies have applied a dynamic capabilities perspective and a technology acceptance model (TAM) to understand how innovation strategies affect long-term competitiveness, particularly when targeting venture firms. In this vein, the aim of this study is to identify the factors that play an important role in the sustainability of venture firms and, in particular, to demonstrate which factor has a more positive effect between conventional innovation and digital innovation, which has recently been considered to be crucial. In this study, ‘corporate sustainability’ refers to the ability of venture firms to secure long-term growth potential and operational and resource efficiency, and the ability to maintain a continuous competitive advantage, even in a rapidly changing market environment. This is especially related to the ability of firms to adapt to change, maintain performance, and create new opportunities through innovation using digital technology. Based on the secondary data jointly surveyed by the ‘Korean Ministry of Small- and Medium-sized Enterprises and Startups’ and the ‘Korea Venture Business Association (KOVA)’, a regression analysis of 3000 data collected in 2022 was conducted. According to the result, both conventional and digital innovations are vital factors, but we found that digital-business-model innovation had a stronger impact for venture firm sustainability. This result provides valuable implications for improving the competitiveness and maintaining the sustainability of venture firms. Full article
(This article belongs to the Section Economic and Business Aspects of Sustainability)
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23 pages, 2155 KiB  
Review
Risk of Permanent Corneal Injury in Microgravity: Spaceflight-Associated Hazards, Challenges to Vision Restoration, and Role of Biotechnology in Long-Term Planetary Missions
by Jainam Shah, Joshua Ong, Ryung Lee, Alex Suh, Ethan Waisberg, C. Robert Gibson, John Berdahl and Thomas H. Mader
Life 2025, 15(4), 602; https://doi.org/10.3390/life15040602 (registering DOI) - 4 Apr 2025
Viewed by 62
Abstract
Human space exploration presents an unparalleled opportunity to study life in extreme environments—but it also exposes astronauts to physiological stressors that jeopardize key systems like vision. Corneal health, essential for maintaining precise visual acuity, is threatened by microgravity-induced fluid shifts, cosmic radiation, and [...] Read more.
Human space exploration presents an unparalleled opportunity to study life in extreme environments—but it also exposes astronauts to physiological stressors that jeopardize key systems like vision. Corneal health, essential for maintaining precise visual acuity, is threatened by microgravity-induced fluid shifts, cosmic radiation, and the confined nature of spacecraft living environments. These conditions elevate the risk of corneal abrasions, infections, and structural damage. In addition, Spaceflight-Associated Neuro-Ocular Syndrome (SANS)—while primarily affecting the posterior segment—has also been potentially linked to anterior segment alterations such as corneal edema and tear film instability. This review examines these ocular challenges and assesses current mitigation strategies. Traditional approaches, such as terrestrial eye banking and corneal transplantation, are impractical for spaceflight due to the limited viability of preserved tissues, surgical complexities, anesthetic risks, infection potential, and logistical constraints. The paper explores emerging technologies like 3D bioprinting and stem cell-based tissue engineering, which offer promising solutions by enabling the on-demand production of personalized corneal constructs. Complementary advancements, including adaptive protective eyewear, bioengineered tear substitutes, telemedicine, and AI-driven diagnostic tools, also show potential in autonomously managing ocular health during long-duration missions. By addressing the complex interplay of environmental stressors and biological vulnerabilities, these innovations not only safeguard astronaut vision and mission performance but also catalyze new pathways for regenerative medicine on Earth. The evolution of space-based ophthalmic care underscores the dual impact of space medicine investments across planetary exploration and terrestrial health systems. Full article
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33 pages, 6047 KiB  
Review
Advanced Aerogels for Water Remediation: Unraveling Their Potential in Fats, Oils, and Grease Sorption—A Comprehensive Review
by Adina-Elena Segneanu, Dumitru-Daniel Herea, Gabriela Buema, Ionela Amalia Bradu, Melinda Cepan and Ioan Grozescu
Gels 2025, 11(4), 268; https://doi.org/10.3390/gels11040268 - 4 Apr 2025
Viewed by 59
Abstract
The increasing contamination of water bodies by fats, oils, and grease (FOG) poses significant environmental and operational challenges, necessitating the development of advanced remediation technologies. Aerogels, with their ultra-lightweight structure, high porosity, and tunable surface chemistry, have emerged as promising sorbents for efficient [...] Read more.
The increasing contamination of water bodies by fats, oils, and grease (FOG) poses significant environmental and operational challenges, necessitating the development of advanced remediation technologies. Aerogels, with their ultra-lightweight structure, high porosity, and tunable surface chemistry, have emerged as promising sorbents for efficient FOG removal. This comprehensive review explores recent advancements in aerogel materials, highlighting novel formulations, functional modifications, and nanotechnology integrations that enhance sorption capacity and reusability. It delves into the mechanistic aspects of FOG sorption, providing insights into how surface interactions and structural properties influence performance. The sustainability of aerogels is emphasized, particularly the use of bio-based and eco-friendly materials that align with green remediation strategies. A comparative analysis with conventional sorbents underscores the advantages of aerogels in terms of efficiency, environmental impact, and cost-effectiveness. Furthermore, real-world applications, including oil spill cleanup and wastewater treatment, are discussed alongside challenges, regulatory considerations, and future research directions. By offering a holistic perspective on the potential of aerogels in water remediation, this review serves as a valuable resource for researchers and industry professionals seeking innovative and sustainable solutions for FOG management. Full article
(This article belongs to the Special Issue Advanced Aerogels: From Design to Application)
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25 pages, 1764 KiB  
Review
Fiber Bragg Grating Sensors: Design, Applications, and Comparison with Other Sensing Technologies
by Alaa N. D. Alhussein, Mohammed R. T. M. Qaid, Timur Agliullin, Bulat Valeev, Oleg Morozov and Airat Sakhabutdinov
Sensors 2025, 25(7), 2289; https://doi.org/10.3390/s25072289 - 4 Apr 2025
Viewed by 100
Abstract
Fiber Bragg grating (FBG) sensors have emerged as advanced tools for monitoring a wide range of physical parameters in various fields, including structural health, aerospace, biochemical, and environmental applications. This review provides a comprehensive overview of FBG sensor technology, focusing on their operating [...] Read more.
Fiber Bragg grating (FBG) sensors have emerged as advanced tools for monitoring a wide range of physical parameters in various fields, including structural health, aerospace, biochemical, and environmental applications. This review provides a comprehensive overview of FBG sensor technology, focusing on their operating principles, key advantages such as high sensitivity and immunity to electromagnetic interference, and common challenges like temperature-strain cross-sensitivity and the high cost of interrogation systems. Additionally, this review compares FBG sensors with other sensing technologies and highlights recent innovations in design, packaging, and implementation techniques. Finally, future research directions are discussed to enhance the performance, scalability, and long-term reliability of FBG-based sensing systems. Full article
(This article belongs to the Special Issue Feature Review Papers in Physical Sensors)
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24 pages, 1159 KiB  
Article
Road to Resilient Cities: The Power of Education Investment from China’s Cities
by Silu Chen and Liang Peng
Sustainability 2025, 17(7), 3213; https://doi.org/10.3390/su17073213 - 4 Apr 2025
Viewed by 70
Abstract
Educational investment is important for resilient city shaping. Based on the perspective of education resource input, this paper empirically examines the effect and mechanism of urban education investment on urban resilience construction with a sample of 280 prefecture-level cities in China from 2011 [...] Read more.
Educational investment is important for resilient city shaping. Based on the perspective of education resource input, this paper empirically examines the effect and mechanism of urban education investment on urban resilience construction with a sample of 280 prefecture-level cities in China from 2011 to 2023. The study finds that urban education investment can significantly promote urban resilience governance. In terms of the effect mechanism, urban education investment mainly enhances urban resilience through two paths: science and technology innovation and industry upgrading. The heterogeneity test reveals that the differences in economic level, administrative level, education input preferences, and geographic location of cities lead to the heterogeneous performance of the incentive effect of education investment on resilience shaping. Based on this, policy recommendations are put forward in terms of strengthening the stability and continuity of urban education investment; improving the level of innovation and industrial structure; and emphasizing the problem of unbalanced education development. Full article
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31 pages, 1738 KiB  
Review
A Review of Developments in Carbon-Based Nanocomposite Electrodes for Noninvasive Electroencephalography
by Hector Medina and Nathan Child
Sensors 2025, 25(7), 2274; https://doi.org/10.3390/s25072274 - 3 Apr 2025
Viewed by 40
Abstract
Wearable biosensors have been of interest for their wide range of uses, varying from recording biological signals to measuring strain of bending joints. Carbon nanoparticles have been utilized in biocompatible polymers to create nanocomposites with highly tunable mechanical and electrical properties. These nanocomposites [...] Read more.
Wearable biosensors have been of interest for their wide range of uses, varying from recording biological signals to measuring strain of bending joints. Carbon nanoparticles have been utilized in biocompatible polymers to create nanocomposites with highly tunable mechanical and electrical properties. These nanocomposites have been demonstrated to be highly effective as wearable sensors for recording physiological signals such as electroencephalography (EEG), offering advantages in mechanical and electrical properties and signal quality over commercially available sensors while maintaining feasibility and scalability in manufacturing. This review aims to provide a critical summary of the recent literature on the properties, design, fabrication, and performance of carbon-based nanocomposites for EEG electrodes. The goal of this review is to highlight the various design configurations and properties thereof, manufacturing methods, performance measurements, and related challenges associated with these promising noninvasive dry soft electrodes. While this technology offers many advantages over either other noninvasive or their invasive counterparts, there are still various challenges and opportunities for improvements and innovation. For example, the investigation of gradient composite structures, hybrid nanocomposite/composite materials, hierarchical contact surfaces, and the influence of loading and alignment of the dispersal phase in the performance of these electrodes could lead to novel and better designs. Finally, current practices for evaluating the performance of novel EEG electrodes are discussed and challenged, emphasizing the critical need for the development of standardized assessment protocols, which could provide reliability in the field, enable benchmarking, and hence promote innovation. Full article
(This article belongs to the Special Issue (Bio)sensors for Physiological Monitoring)
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28 pages, 6479 KiB  
Review
Current Status of Bibliometrics-Based Research on Measurement and Communication Technology for Space Tracking Ships
by Haoyu Jiang, Yunsheng Ma, Shengqing Zeng, Yutao Tian and Dapeng Zhang
J. Mar. Sci. Eng. 2025, 13(4), 719; https://doi.org/10.3390/jmse13040719 - 3 Apr 2025
Viewed by 34
Abstract
Space tracking ships are critical assets in modern space exploration, overcoming the limitations of land-based tracking systems by providing real-time telemetry, trajectory monitoring, and communication support for satellites and spacecraft. However, the existing literature offers limited insights into the historical development, technological evolution, [...] Read more.
Space tracking ships are critical assets in modern space exploration, overcoming the limitations of land-based tracking systems by providing real-time telemetry, trajectory monitoring, and communication support for satellites and spacecraft. However, the existing literature offers limited insights into the historical development, technological evolution, and collaborative research trends of these specialized vessels. This study employs a bibliometric analysis using CiteSpace (6.3.R1) to identify research trends, highlight key technological advancements, and assess international collaboration. By analyzing publications from major contributors, including the United States, the former Soviet Union, France, and China, the paper reveals technological innovations such as advancements in measurement systems, communication technologies, and the integration of artificial intelligence (AI) for enhanced tracking precision. Structural and operational analyses emphasize the importance of design factors, including ship dimensions and internal systems, for ensuring optimal performance in challenging maritime environments. The findings highlight evolving technological priorities and persistent gaps in international collaboration, suggesting opportunities for global partnerships to advance the field. This study bridges historical and technical gaps, providing valuable insights for enhancing the efficiency and strategic relevance of space tracking ships in future space exploration missions. Full article
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27 pages, 1365 KiB  
Review
Commercial Biomaterial-Based Products for Tendon Surgical Augmentation: A Scoping Review on Currently Available Medical Devices
by Marta Pluchino, Leonardo Vivarelli, Gianluca Giavaresi, Dante Dallari and Marco Govoni
J. Funct. Biomater. 2025, 16(4), 130; https://doi.org/10.3390/jfb16040130 - 3 Apr 2025
Viewed by 93
Abstract
Tendon defect is one of the common clinical diseases related to the growing population mean age and the number of athletes. Due to an increasing demand for tendon repair surgical interventions, several tendon augmentation products, capable of guaranteeing the necessary biological and visco-elasticity [...] Read more.
Tendon defect is one of the common clinical diseases related to the growing population mean age and the number of athletes. Due to an increasing demand for tendon repair surgical interventions, several tendon augmentation products, capable of guaranteeing the necessary biological and visco-elasticity properties and mechanical support, have been developed. In this regard, commercially available products may be grouped into three main categories: (i) natural, (ii) synthetic, and (iii) hybrid biomaterial-based products. Firstly, to better define the research area of this work, common search engines were employed to acquire information from reports or website portfolios of important competitors in the global tendon repair market. Secondly, public registries and bibliographic databases were also employed to analyse data from registered clinical trials and published clinical studies performed to evaluate the safety and efficacy of each product. Ten new products have been launched on the market in the last fifteen years: advantages, disadvantages, and future perspectives regarding their use for tendon augmentation treatment are discussed. Although hybrid biomaterial-based products may be considered as more oriented to the new frontiers of tendon augmentation technology, future improvements, especially focused on both mechanical properties and biocompatibility, are needed. However, scientific innovations must navigate convoluted clinical regulatory paths, which, due to high costs for investors, long development timelines, and funding shortages, hinder the translation of many scientific discoveries into routine clinical practice. Full article
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24 pages, 339 KiB  
Article
Research on Core Competency Indicators for Battery Electric Vehicle Sales Personnel: Aligning with SDG Goals for Sustainable Mobility and Workforce Development
by Chin-Wen Liao, Chien-Pin Chang, Hong-Chi Lee, Hong-Ying Lee and Yu-Cheng Liao
World Electr. Veh. J. 2025, 16(4), 213; https://doi.org/10.3390/wevj16040213 - 3 Apr 2025
Viewed by 83
Abstract
This research investigates the core competency indicators required for battery electric vehicle (BEV) sales personnel to effectively contribute to the growth of the BEV industry and the transition toward sustainable mobility. As global efforts to reduce carbon emissions intensify, this study identifies the [...] Read more.
This research investigates the core competency indicators required for battery electric vehicle (BEV) sales personnel to effectively contribute to the growth of the BEV industry and the transition toward sustainable mobility. As global efforts to reduce carbon emissions intensify, this study identifies the necessary competencies to equip BEV sales teams in navigating the complexities of BEV adoption. This study employs a structured Delphi methodology, gathering insights from a panel of 15 industry professionals, to define and validate key competency dimensions. These competencies are categorized into four main dimensions—professional knowledge, professional ability, professional attitude, and personal traits—and further subdivided into 20 sub-dimensions and 58 specific indicators. Essential competencies include technical expertise in BEV technology, communication skills, customer relationship management, sales techniques, and proficiency in after-sales services. The findings emphasize the significant role of continuous learning, work attitude, and the integration of digital tools in driving sales effectiveness and customer trust. Furthermore, the competency framework developed in this study aligns with the United Nations Sustainable Development Goals (SDGs), particularly SDG 9 (industry, innovation, and infrastructure), SDG 11 (sustainable cities and communities), and SDG 4 (quality education). The framework offers practical insights for recruitment, training, and performance evaluation, ensuring that BEV sales personnel are well-prepared to foster the widespread adoption of electric vehicles, thereby contributing to a sustainable and low-carbon future. Full article
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26 pages, 1409 KiB  
Article
Is the Energy Transition of Housing Financially Viable? Unlocking the Potential of Deep Retrofits with New Business Models
by Ezio Micelli, Giulia Giliberto and Eleonora Righetto
Buildings 2025, 15(7), 1175; https://doi.org/10.3390/buildings15071175 - 3 Apr 2025
Viewed by 116
Abstract
The transition to energy-efficient buildings is a priority of the European EPBD (Energy Performance Building Directive) and requires deep retrofits to reduce consumption and emissions. However, their financial viability remains underexplored. This research assesses the financial feasibility of deep retrofit interventions through innovative [...] Read more.
The transition to energy-efficient buildings is a priority of the European EPBD (Energy Performance Building Directive) and requires deep retrofits to reduce consumption and emissions. However, their financial viability remains underexplored. This research assesses the financial feasibility of deep retrofit interventions through innovative business models, focusing on the Managed Energy Services Agreement (MESA), which is considered the most effective for residential buildings. Additionally, we integrate off-site production from the Energiesprong model, which optimizes costs and time through long-term contracts and industrialized retrofit technologies. The analysis targets two investment profiles—owner/tenant and developer/entrepreneur—in Italian urban contexts with different market dynamics. A static analysis evaluates retrofits based on existing costs and technologies, while a dynamic analysis considers future profitability improvements because of cost reductions enabled by off-site production. The results indicate that, under current conditions, residential retrofitting is not financially sustainable without public subsidies. However, cost reductions driven by off-site technologies improve profitability, making large-scale retrofits feasible. Moreover, real estate market characteristics affect financial sustainability: in smaller cities, deeper cost reductions are necessary for retrofit interventions to become viable. Full article
(This article belongs to the Special Issue Study on Building Energy Efficiency Related to Simulation Models)
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22 pages, 950 KiB  
Article
The Impact of ESG Performance on Green Technology Innovation: A Moderating Effect Based on Digital Transformation
by Chen Xu and Yu He
Sustainability 2025, 17(7), 3170; https://doi.org/10.3390/su17073170 - 3 Apr 2025
Viewed by 61
Abstract
Corporate environmental, social, and governance (ESG) performance has emerged as a critical focus of societal and academic interest. This study employs an empirical analysis utilizing a sample of Chinese A-share listed companies to investigate the relationship between ESG performance and green technology innovation. [...] Read more.
Corporate environmental, social, and governance (ESG) performance has emerged as a critical focus of societal and academic interest. This study employs an empirical analysis utilizing a sample of Chinese A-share listed companies to investigate the relationship between ESG performance and green technology innovation. The results demonstrate that ESG performance significantly enhances green technology innovation, with digital transformation acting as a moderating variable in this relationship. Furthermore, the analysis reveals that corporate social responsibility performance and internal governance mechanisms exert a more substantial influence on green technology innovation compared to other ESG dimensions. Notably, the impact of ESG performance on green technology innovation is more pronounced among firms in non-polluting industries and those operating in regions characterized by higher levels of marketization. Full article
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18 pages, 5579 KiB  
Article
Optimization of Sensor Targeting Configuration for Intelligent Tire Force Estimation Based on Global Sensitivity Analysis and RBF Neural Networks
by Yu Zhang, Guolin Wang, Haichao Zhou, Jintao Zhang, Xiangliang Li and Xin Wang
Appl. Sci. 2025, 15(7), 3913; https://doi.org/10.3390/app15073913 - 2 Apr 2025
Viewed by 67
Abstract
Tire force is a critical state parameter for vehicle dynamics control systems during vehicle operation. Compared with tire force estimation methods relying on vehicle dynamics or tire models, intelligent tire technology can provide real-time feedback regarding tire–road interactions to the vehicle control system. [...] Read more.
Tire force is a critical state parameter for vehicle dynamics control systems during vehicle operation. Compared with tire force estimation methods relying on vehicle dynamics or tire models, intelligent tire technology can provide real-time feedback regarding tire–road interactions to the vehicle control system. To address the demand for accurate tire force prediction in active safety control systems under various operating conditions, this paper proposes an intelligent tire force estimation method, integrating sensor-measured dynamic response parameters and machine learning techniques. A 205/55 R16 radial tire was selected as the research object, and a finite element model was established using the parameterized modeling approach with the ABAQUS finite element simulation software. The validity of the finite element model was verified through indoor static contact and stiffness tests. To investigate the sensitive response areas and variables associated with tire force, the ground deformation area of the inner liner was refined along the transverse and circumferential directions. Variance-based global sensitivity analysis combined with dimensional reduction methods was used to evaluate the sensitivity of acceleration, strain, and displacement responses to variations in longitudinal and lateral forces. Based on the results of the global sensitivity analysis, the influence of longitudinal and lateral forces on sensitive response variables in their respective sensitive response areas was examined, and characteristic values of the corresponding response signal curves were analyzed and extracted. Three intelligent tire force estimation models with different sensor-targeting configurations were established using radial basis function (RBF) neural networks. The mean relative error (MRE) of intelligent tire force estimation for these models remained within 10%, with Model 3 demonstrating an MRE of less than 2% and estimation errors of 1.42% and 1.10% for longitudinal and lateral forces, respectively, indicating strong generalization performance. The results show that tire forces exhibit high sensitivity to acceleration and displacement responses in the crown and sidewall areas, providing methodological guidance for the targeted sensor configuration in intelligent tires. The intelligent tire force estimation method based on the RBF neural network effectively achieves accurate estimation, laying a theoretical foundation for the advancement of vehicle intelligence and technological innovation. Full article
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