Loss Factor Research Articles

Comparative Analysis of Outcomes and Kyphotic Risk Factors After Cervical Laminoplasty in 2 Different Ossification of the Posterior Longitudinal Ligament Groups and Cervical Spondylotic Myelopathy.

Cervical laminoplasty is commonly used to treat cervical spondylotic myelopathy (CSM) and ossification of the posterior longitudinal ligament (OPLL). Postoperative kyphotic changes can restrict spinal cord dorsal shift, leading to poor neurological outcomes. This study analyzes risk factors for loss of cervical lordosis (LCL) after laminoplasty in 3 groups: CSM, continuous OPLL, and other OPLL. It also evaluates postoperative changes in cervical spine parameters: C2-7 sagittal vertical axis, C2-7 Cobb angle (CA), T1 slope, and C2 slope. This retrospective study included 154 patients who underwent cervical laminoplasty from January 2018 to January 2023. Patients were categorized into 3 groups: CSM (Group 1), continuous OPLL group (Group 2), and noncontinuous OPLL group (Group 3). Preoperative and postoperative radiographic parameters were measured. Analysis of variance and Tukey HSD post hoc tests identified significant differences among the groups. Receiver operating characteristic analysis determined the cutoff value of K-line tilt. Kyphotic changes (>10°) were observed in 18.2% of patients postoperatively: 23.8% in Group 1, 1.7% in Group 2, and 28.3% in Group 3. Significant differences were found among the groups in preoperative K-line, C2-7 CA, extension C2-7 CA, and C2 slope (P < .05). Univariate and multivariate analyses revealed that greater age, higher K-line tilt, lower preoperative CA-extensor CA, and lower extensor muscle volume were significant risk factors of LCL in Groups 1 and 3. In Group 2, higher preoperative K-line tilt and K-line negative status were associated with greater LCL. Receiver operating characteristic analysis showed that K-line tilt is a strong predictive parameter with a threshold of 15.15°. The continuous OPLL group had a lower likelihood of postoperative kyphosis due to structural support. K-line tilt, dynamic extension reserve, and extensor muscle volume were significant predictors of LCL in CSM and segmental OPLL groups. K-line tilt is a valuable radiographic parameter for predicting outcomes and guiding surgical decisions in cervical laminoplasty patients.

Understanding the dielectric properties of silicone rubber‐BN nanocomposites under DC voltage

AbstractThe present study explores the dielectric and structural properties of silicone rubber composites with low‐weight percentages of boron nitride (BN) fillers aimed at insulation applications. The incorporation of BN fillers into the silicone rubber matrix significantly enhances the glass transition temperature (Tg), melting temperature (Tm), and crystallization temperature (Tc). Notably, the dielectric constant increases while the loss factor remains minimal with a low concentration of BN fillers with silicone rubber matrix. J–V characteristics from space charge limited current (SCLC) measurements were employed to evaluate trap density. The addition of 3 wt% BN filler notably improves the crossover voltage and trap density in the silicone rubber matrix. A strong correlation has been observed between trap density values derived from SCLC measurements and surface potential decay experiments. Furthermore, the SCLC measurements at different temperatures exhibit an Arrhenius behavior, providing insights into the charge transport and trapping mechanisms. Overall, the experiment results indicate that the inclusion of 3 wt % of BN filler has significant improvement in dielectric as well as charge trap characteristics.Highlights BN filler impacts permittivity and tan (δ) based on concentration levels. Differential scanning calorimetry shows crystallinity changes with increased BN filler in silicone rubber. Surface potential relates to J–V characteristics, following SCLC mechanism. Arrhenius relation to temperature‐based SCLC shows thermally activated conduction. Trap density trends align in SCLC and surface potential decay methods.

Real-Time Structural Health Monitoring of Bridges Using Convolutional Neural Network-Based Loss Factor Analysis for Enhanced Energy Dissipation Detection

This study introduces a novel method for real-time structural health monitoring (SHM) of bridges using a convolutional neural network (CNN) model that leverages loss factor analysis. As bridge structures deteriorate over time, often accelerated by operational loads, maintaining structural integrity and safety becomes critical. The proposed approach utilizes the concept of a loss factor, which represents the process of energy dissipation across different vibration states, as a key indicator of structural health. This factor is computed from vibration energy spectra, which include amplitude and frequency components, processed through the CNN model for high sensitivity to structural changes. The results demonstrate that the energy dissipation of the bridge during operation can be categorized into signals from three distinct sources: structural responses, defects-related indicators, and noise interference. By monitoring variations in the loss factor over time, the model effectively identifies early signs of structural deterioration, which is critical for timely maintenance interventions. The study also highlights the adaptability to different load conditions and environmental factors, ensuring robust performance in various operational scenarios. The findings underscore the potential of the CNN model to transform SHM practices by enhancing early defect detection, supporting preventive maintenance, and ultimately extending the lifespan of bridge infrastructure.

Progress on Polyolefin/Graphene Nanocomposites with High Dielectric Constant and Low Dielectric Loss for Electrical Applications

Introduction: The attached oxygen functional group in graphene oxide (GO) with layers that are about 1.1 ± 0.2 nm thick, has hindered the performance of electrical characteristics. Diminution of the oxygen functional group, and increasing the carbon/oxygen (C/O) ratio can enhance electrical conductivity. Method: This study investigated the effect of graphene derivatives (C/O) ratios on the dielectric properties of low-density polyethylene (PE) made of metallocene, as well as polypropylene (PP) and mixtures of them. The oxygen functional groups were reduced by utilizing graphene oxide (GO) and reduced graphene oxide (rGO). The effect of GO and rGO-based polyolefin produced by solution blending while lowering the oxygen functional group is explored. Result: The surface morphology and chemical structure were examined by using a scanning electron microscope (SEM) and Fourier Transformed Infrared Spectroscopy (FTIR). The electrical characteristics of the composite films, such as their loss factor (tan δ) and dielectric constant, permittivity and conductivity, and imaginary permittivity were examined. At room temperature, measurements were performed at frequencies ranging from 300 Hz to 8 MHz. ε'; the dielectric permittivity and imaginary permittivity (ε") of polymer/ reduced graphene oxidehowever, these values rapidly decreased with increasing Conclusion: The alternating current conductivity of the composites was likewise shown to increase with increasing frequency.

Preliminary safety and in vivo efficacy of Acmella oleracea extract‐loaded glycolipid emulsion serum—Effects on ocular irritation, dermal absorption, and facial skin biophysical and microrelief properties

AbstractObjectiveSubstantial efforts have been progressively devoted to developing innovative, safe, and effective topical anti‐aging products that not only improve the appearance of aged skin but also prioritize environmental sustainability and the responsible use of natural resources. Thus, the current study targeted to evaluate novel, natural emulsion/serum comprising new glycolipid emulsifier (lauryl glucoside/myristyl glucoside/polyglyceryl‐6 laurate) and Acmella oleracea plant extract as a model active.MethodsThe developed serum was assessed concerning its stability (freeze–thaw test, accelerated study), safety (in vitro screening of eye irritation potential, dermal absorption study) and efficacy (randomized, active/reference‐controlled, half‐face, in vivo study). Changes in skin biophysical properties, microrelief, roughness, texture, surface, and volume parameters were assessed in the periocular and perioral areas of human volunteers after 2 weeks of product application, utilizing several bioengineering and topography techniques.ResultsThe stability study demonstrated favourable stability profile of the developed serum, with practically unaffected stability‐indicating parameters (apparent viscosity, yield, flow point, storage and loss moduli, loss factor, pH, electrical conductivity) during freeze–thaw cycling and after 3 months of storage at 45°C. The hen's egg test on the chorioallantoic membrane of fertilized chicken eggs confirmed the absence of ocular irritation potential of investigated serum; no effects of haemorrhage, lysis or coagulation were occurred. Skin permeation study using diffusion cells revealed no permeation of spilanthol from the tested A. oleracea extract‐loaded serum through the pig ear skin into the receptor medium, thus suggesting no absorption into systemic circulation. In vivo efficacy study corroborated beneficial effects of evaluated serum on the condition/appearance of facial skin, at both periocular and perioral areas—significant (p &lt; 0.05) increase in skin hydration (10%–40%) and smoothness (~15%); significant (p &lt; 0.05) decrease in roughness (20%–30%), scaliness (~30%), and wrinkles (~15%)—implying more hydrated, smoother, visibly milder skin.ConclusionThe present findings confirmed the stability, preliminary safety (no ocular irritation, no dermal absorption, and good skin tolerability), and efficacy (improved skin hydration and microrelief) of the A. oleracea extract‐loaded, glycolipid‐based serum, supporting its potential as a safe and effective topical anti‐aging product.

Investigating the feasibility of nano-grid infrastructure integration into street lighting systems based on energy production and economic evaluation

To enhance efficient and sustainable energy usage in street lighting systems, a nano-grid infrastructure comprising an energy harvesting, storage, and management system is integrated. This paper investigated the feasibility in terms of energy production and economic evaluation of using various energy harvesting for photovoltaic, piezoelectric, and wind energy in a nano-grid street lighting system. The photovoltaic system was evaluated based on the factors of annual actual solar radiation, power losses, and system performance using the PVsyst software. The piezoelectric energy production was studied and designed. Optimal piezoelectric installation for maximum power generation was analyzed in terms of deformation and stress using ANSYS software. For wind power generation, the wind turbine characteristics, along with its location, were designed to optimize power output using computational fluid dynamic simulations in ANSYS software. After that, economic evaluation for the proposed energy harvesting systems for nano-grid street lighting system are analyzed and compared in terms of DPP, NPV, IRR, and LCOE. In addition, the optimization of using PV, a wind system, a hybrid PV—wind system for nano-grid street lighting systems was conducted using HOMER Pro software. The results indicated that generating power through PV, piezoelectric, and wind energy was feasible. However, economic evaluation unveiled the infeasibility of employing piezoelectric and wind energy systems due to their elevated investment costs relative to their power generation capabilities. The dynamics of power generation from PV and wind systems, along with street lighting consumption, significantly impacted the dimensions of energy harvesting and storage systems, as well as their economic feasibility. The hybrid PV-wind system exhibited strong economic feasibility.

A simplified prediction model for centrifugal pump side chamber based on the effect of roughness

Wall roughness in centrifugal pump side chambers significantly affects flow behavior and overall pump performance, yet current research in this area is limited. This study investigates the effects of rough rotor, rough stator, and rough rotor–stator on side chamber flow using numerical simulations and experimental validation. A simplified model is proposed to reduce computational costs, and its accuracy is verified by comparison with a typical centrifugal pump. Using the entropy generation method, the local energy loss and macroscopic fluctuations due to roughness are analyzed. The results show that the effect of rotor roughness plays a dominant role, while the effect of stator face roughness is relatively small. The roughness of the pump chamber walls leads to an increase in centrifugal pump head and a decrease in efficiency. The maximum increase in the centrifugal pump head reaches 1.66% and the maximum decrease in efficiency reaches 1.51% in the studied range. These findings indicate that wall roughness is a key factor in flow losses and potential system instability, with the simplified model offering quick and accurate predictions.

An adaptive material-field series-expansion method for structural topology optimization

The material-field series-expansion (MFSE) method reduces the dimension of design variables in density-based topology optimization and avoids the checkerboard patterns. However, the constant correlation function of the MFSE method only accounts for the spatial dependency between material field points. Accordingly, the expanded material field using the constant correlation function has an obscure topology, which increases the iterations and computation burden of the MFSE method. This paper proposes an adaptive correlation function that considers the spatial dependency and the values of material field points simultaneously. It describes the correlation between material field points more accurately. As a result, the expanded material field based on the adaptive correlation function has a clearer topology than the constant correlation function. Moreover, the adaptive material-field series-expansion (AMFSE) method with dual-loop optimization is introduced leveraging the adaptive correlation function. The outer loop updates the adaptive correlation functions and expanded material fields. The inner loop searches for the optimal solution of the current topology optimization model based on the expanded material field. Finally, several examples of static compliance and dynamic modal loss factor topology optimization validate the effectiveness and applicability of the AMFSE method. Results show that the AMFSE method converges faster with fewer iterations than the MFSE method, despite it increasing the computing time of matrix decomposition in the outer loops. Therefore, the AMFSE method is suitable for topology optimization with complex responses such as modal loss factors to decrease the iterations and computation burden simultaneously.

Exploration of microwave absorptivity and catalysis of CMF@Co-MoS2 for microwave-initiated depolymerization of lignin

Obtaining key platform chemicals from lignin is a sustainable refining concept of the non-petroleum route. Rapid pyrolysis is a potential refining technology, and microwave-assisted catalytic depolymerization with low energy consumption is preferred. Herein, we reported the strategy of microwave-initiated depolymerization using a self-designed dynamic vapor flow reaction system with a facilely prepared CMF@Co-MoS2-0.18 catalyst, achieving efficient conversion of lignin (Dealkalize) to monophenol. Under constant microwave irradiation (2.45 GHz), the CMF@Co-MoS2-0.18 catalyst had excellent dielectric properties (Dielectric loss factor: 0.56) and microwave heating properties (∼140 s rise to ∼ 600℃). Therefore, microwave-initiated depolymerization of lignin showed that the CMF@Co-MoS2-0.18 catalyst can improve the monophenol content (54.72 %) and phenol selectivity (35.84 %) under the synergistic effect of microwave absorptivity and catalysis. The reaction of the lignin model and kinetics analysis show that the CMF@Co-MoS2-0.18 catalyst increases the yield of monophenol by reducing depolymerization activation energy and selectively breaking the β-O-4 bond. The finite element analysis pointed out that under microwave irradiation, CMF@Co-MoS2-0.18 continuously conducted heat to lignin and the lignin vapor would have sufficient energy to collide with the catalyst active site at a high frequency, which led to an increase in the pre-exponential factor and initiated catalytic depolymerization lignin. In summary, we provide a potential pathway for the rapid conversion of lignin into key platform chemicals.

Effects of hydrocolloids on the structure and physicochemical properties of triticale starch during fermentation

The regulation of the structure and properties of new starch varieties has been a necessary step in the development of promising products. This study investigated the effects of 1 % xanthan gum (XG) and hydroxypropyl methylcellulose (HPMC) on the physicochemical properties and structure of triticale starch during fermentation. Frequency scanning and rapid viscosity analyzer results showed that the addition of XG or HPMC during fermentation resulted in the reduced loss factor (tanθ) and the increased peak viscosity, indicating that the network gel strength is enhanced. X-ray diffraction and attenuated total reflectance Fourier transform infrared spectroscopy experimental results revealed that adding XG or HPMC in the triticale starch during fermentation increased relative crystallinity (2.7 % and 5.27 %, respectively) and short-range order. Combined with microstructure and thermal analysis, the encapsulation effect of XG or HPMC on triticale starch increased the thermal stability of triticale starch during fermentation, which was specifically reflected by higher residue content (26.69 % and 19.13 %, respectively). This study can provide a theoretical basis for the effect of hydrocolloids on the texture and digestibility of triticale starch fermented products.

Microwave Heating Potential of Aggregates in Bituminous Mixtures: Role of Aggregate Minerology, Dielectric Loss Factor, and Power Level

Microwave Heating Potential of Aggregates in Bituminous Mixtures: Role of Aggregate Minerology, Dielectric Loss Factor, and Power Level

The Viscoelastic Behavior of Legume Protein Emulsion Gels—The Effect of Heating Temperature and Oil Content on Viscoelasticity, the Degree of Networking, and the Microstructure

Legume proteins are increasingly used in structuring various foods under the influence of heating and stirring energy. Based on available studies, this structuring potential is not yet fully understood. This raises the question of the suitability of legume isolates and concentrates for structuring in emulsion gels and the effect of heat and oil on the gel properties. In this study, soy- and pea-based suspensions and emulsions were prepared with the least gelling concentration using different oil concentrations (0%, 7.5%, 15%, 22.5%, and 30%). The viscoelastic properties were measured before and after heating cycles (65 °C and 95 °C). Scanning electron microscopy images complemented the results. All gels measured showed viscoelastic solid behavior. Thermal treatment showed a positive effect on the gel properties for most samples, especially for concentrates (reduction in the loss factor and networking factor &gt; 1). The concentrates showed much higher networking factors and tighter cross-linking than the isolates. The rheological and microstructural properties of the emulsion gels are influenced by a number of factors, such as carbohydrate content, protein chemistry, the protein purification method, and initial viscosity. Moreover, the influence of oil on the rheological properties depends on the material used and whether oil droplets act as an active or inactive filler.

Loss factor analysis in real-time structural health monitoring using a convolutional neural network

Loss factor analysis in real-time structural health monitoring using a convolutional neural network

Investigation on vibration characteristics of composite auxetic honeycomb sandwich plates with damping enhancement

With the rapid development in science and technology, the vibration resistance and stability are required with higher standard in damping property of structures. Aiming to improve the damping property of the structure, vibration characteristics of composite auxetic honeycomb sandwich plates with damping enhancement were studied experimentally and numerically. Inserting damping layers into face sheets and filling foam into the core were applied to fabricate the auxetic plates. The influence of the thickness of damping layers and the density of foam on the vibration characteristics of auxetic plates was researched. Modal strain energy method was applied to study the damping properties of auxetic plates with damping enhancement. The results obtained by numerical method had a great fit with experimental results. Vibration acceleration level-frequency curves were calculated to reflect the influence of damping layers and foam on damping properties of auxetic plates. Damping efficiency, compressive stiffness efficiency and comprehensive efficiency were used to evaluate the damping properties of auxetic plates. The results showed that the auxetic plate with thinner damping layer and higher density foam had a higher frequency. The damping loss factors of auxetic plates raised as the thickness of damping layer increasing or the density of foam decreasing.

Unveiling Surface Reconstruction as the Primary Trigger for Capacity Loss in Ultra-High Nickel Cathodes.

Mechanical failures, such as cracks and nanopores, along with the associated surface reconstruction, have long been regarded as the primary causes of capacity decay in ultra-high Ni layered oxides. However, the impact of these failures on performance degradation has not yet been effectively elucidate and distinguished. Herein, we develop ultra-high Ni cathodes with tailored morphological structures by incorporating B and Mo to optimize lithiation kinetics, which can suppress lattice strain, particle cracking, and surface reconstruction during charging/discharging. And the role of chemo-mechanical failures in capacity loss is systematically investigated. Surprisingly, contrary to the traditional view, structural and electrochemical characterizations of the cycled cathodes demonstrate that intragranular cracks, intergranular cracks, and nanopores are not the primary contributing factors of capacity loss. Instead, surface reconstruction triggers rapid capacity decay. Notably, compared to nanopores, intragranular cracks expose a significantly larger quantity of active substances, thereby promoting interfacial side reactions and accelerating surface structural reconstruction during cycling.

Cross-reactivity of antigenic binding sites of antiphosphatidylserine/prothrombin antibodies in patients with pregnancy loss and epidermal growth factor

BackgroundEpidermal growth factor (EGF) protein family is essential for implantation and maintenance of normal pregnancy. Results of our previous study on the high incidence of autoantibodies to EGF in patients with pregnancy loss indicated a strong association between EGF autoantibodies and antiphosphatidylserine/prothrombin antibodies (aPS/PT), which are observed in the plasma of patients with thrombosis and adverse pregnancy outcomes. ObjectivesTo investigate the association between EGF autoantibodies and aPS/PT in patients with pregnancy loss. Patients and methodsPlasma specimens were analyzed from patients who experienced pregnancy loss. Direct binding studies using recombinant proteins of the fragments were conducted to determine the antigenic binding sites of aPS/PT, before examining the cross-reactivity of EGF and aPS/PT binding sites. ResultsOf the 219 patients with pregnancy loss, 26 (11.9 %) were positive for aPS/PT. Moreover, incidence of antihuman EGF autoantibodies (anti-hEGF) was significantly higher in aPS/PT-positive patients than in aPS/PT-negative patients (18/26, 69.2 % and 58/193, 30.1 %, respectively; p = 0.0003). Of the aPS/PT-positive patients, 42.3 % recognized fragment 1 + 2 (F1 + 2), and 61.5 % recognized α-thrombin. Presence of anti-hEGF was correlated with recognition of α-thrombin but not of F1 + 2. Moreover, polyclonal antibodies against EGF recognized α-thrombin, and those against α- thrombin recognized hEGF. ConclusionsIn patients with pregnancy loss, aPS/PT recognize F1 + 2 and α-thrombin. Furthermore, α-thrombin and hEGF are immunologically cross-reactive.Therefore, autoantibody-associated disruption of the EGF system may be a cause ofpregnancy loss.

Dynamic Thermo-Mechanical Properties of Carbon Nanotube Resin Composite Films

In this paper, we prepared carbon nanotube (CNT) epoxy composite films and conducted tensile experiments at various temperatures (−40 °C, −10 °C, 20 °C, and 50 °C) and frequencies (1 Hz, 10 Hz, and 20 Hz) using Dynamic Mechanical Analysis (DMA). This study reveals the effects of temperature and frequency on the mechanical properties of CNT films and CNT epoxy composite films. The results indicate that the energy storage modulus of the pure CNT film is approximately 13 times greater than that of the composite material at 20 °C. Additionally, the loss factor of the composite material is about 25 times that of pure epoxy resin and 7 times that of pure CNT film. These findings suggest that the presence of epoxy resin reduces the elastic deformation capacity of the CNT film while enhancing its damping properties. The mechanical properties of CNT films and CNT epoxy composites at varying temperatures and frequencies investigated in this work offer valuable insights for future applications and studies of CNT films and CNT epoxy composites in diverse environments.

Three-Axis Vibration Isolation of a Full-Scale Magnetorheological Seat Suspension

This study examines the three-axis vibration isolation capabilities of a full-scale magnetorheological (MR) seat suspension system utilizing experimental methods to assess performance under both single-axis and simultaneous three-axis input conditions. To achieve this, a semi-active MR seat damper was designed and manufactured to address excitations in all three axes. The damper effectiveness was tested experimentally for axial and lateral motions, focusing on dynamic stiffness and loss factor using an MTS machine. Prior to creating the full-scale MR seat suspension, a scaled-down version at one-third size was developed to verify the damper’s ability to effectively reduce vibrations in response to practical excitation levels. Additionally, a narrow-band frequency-shaped semi-active control (NFSSC) algorithm was developed to optimize vibration suppression. Ultimately, a full-scale MR seat suspension was assembled and tested with a 50th percentile male dummy, and comprehensive three-axis vibration isolation tests were conducted on a hydraulic multi-axis simulation table (MAST) for both individual inputs over a frequency range up to 200 Hz and for simultaneous multi-directional inputs. The experimental results demonstrated the effectiveness of the full-scale MR seat suspension in reducing seat vibrations.

Knowledge, attitudes, and practices of gynaecologists and paediatricians regarding newborn hearing screening in Odisha

Background: Gynaecologists and paediatricians are crucial in detecting hearing loss at the first level of intervention. These healthcare workers are the ones who initially interact with infants and their parents. Therefore, they must understand the risk factors for newborn hearing loss and have a positive attitude toward early intervention. There were few studies conducted to evaluate the Knowledge Attitude and Practices (KAP) of New Born Hearing Screening (NBHS) among paediatricians and other physicians in Western countries and few in the Indian context. Thus, the current study aims to compare and examine the knowledge, attitudes, and practices of gynaecologists and paediatricians regarding newborn hearing screening in Odisha. Methods: A survey questionnaire containing 45 close-ended and 5 open-ended questions was developed. This questionnaire was validated by paediatricians, gynaecologists, and audiologists and then applied among 300 professionals in Odisha. Results: In all the sections it was found that paediatricians have greater knowledge than gynaecologists, however, both professionals have a positive attitude towards NBHS in Odisha. Mann-Whitney U test revealed significant differences in knowledge, attitudes, and practices among paediatricians and gynaecologists in Odisha. Conclusions: From this survey, it can be concluded that most of the paediatricians know more about paediatric hearing loss in comparison to gynaecologists, while both of them have positive attitude in implementing NBHS in Odisha. An awareness should be created among both the professionals about NBHS, effect of hearing loss and to whom they can refer for NBHS, which will benefit the newborns and their parents.

Crystallographic Profiling, Core-Shell Electronic Configurations, and Investigations of Frequency-Dependent Dielectric Characteristics of Sb2O3-V2O5 Micro Ceramics

A series of V2-xSb2xO5-δ (Sb-V-O) ceramic powder samples with molar concentrations ranging from 0.05 to 0.08 were synthesized using a solid-state reaction method. Crystallographic analysis conducted through Rietveld refinement indicates that at a molar fraction of x=0.05, the orthorhombic V₂O₅ phase is observed. Conversely, at molar concentrations of x=0.06, 0.07, and 0.08, the orthorhombic phase of V2O5 and the tetragonal phase of SbVO4 are present simultaneously. X-ray photoelectron spectroscopy (XPS) was employed to ascertain the elemental oxidation states, revealing the presence of V5+, V4+, Sb3+ ions, and Sb0 metal atoms, along with O1s photoelectron peaks. The photoluminescence (PL) emission spectrum suggests transitions from a shallow donor level to the valance band. The room temperature AC conductivity and dielectric property results reveal a systematic decrease in the dielectric constant. The AC conductivity experimental data was accurately modeled using the Almond-West formalism, yielding high R2 values (0.9968–0.9986) and low chi-square errors (1.157×10⁻11–9.42×10⁻12) obtaining hopping frequency values for each composition (x = 0.05–0.08). AC conductivity (σac) decreased from 5.08×10⁻⁴ S/m to 2.40×10⁻⁴ S/m at 10 MHz, while DC conductivity (σdc) dropped from 7.22×10⁻⁵ S/m to 1.55×10⁻⁵ S/m. This reduction in conductivity is attributed to structural changes from Sb³⁺ substitution, which disrupts polaronic conduction by reducing the number of available O2⁻ ions and promoting SbVO₄ phase formation, hindering charge transport. The Sb₂O₃-V₂O₅ ceramics exhibit promising potential for energy storage applications, particularly in capacitors requiring high dielectric constants at low frequencies. At lower frequencies, grain boundaries inhibit conduction, enhancing dielectric constant values; at elevated frequencies, grain conduction predominates, lowering dielectric constant in accordance with Koop’s phenomenological theory, favoring applications in multi-layer ceramic capacitors. A notably higher dielectric loss factor (εr'') at low frequencies (10 Hz–1 kHz) indicates lossy behavior, beneficial for microwave absorption, while its stabilization above 10 kHz suggests minimal energy dissipation, ideal for high-frequency electronic and dielectric devices.