SJT | Scientific Journal of Technology

Volume 7, Issue 9

Research on the Application of Deep Learning in Fire Warning of New Energy Vehicles

Vol. 7, No. 9, pp. 1-5, 2025 DOI: 10.54691/63w4pb60 September 21, 2025
Abstract.With the enhancement of environmental awareness in countries around the world, new energy vehicles, as a new type of green transportation mode, are receiving increasing attention. However, the safety issues of new energy vehicles, especially fire safety, have drawn extensive attention from all sectors of society. Compared with traditional fuel vehicles, the power systems and energy storage systems of new energy vehicles are more complex. In particular, battery packs are highly prone to causing fires under conditions such as high temperatures, overcharging, and short circuits. Once a fire … Read more →

After the Earthquake in the Low-Altitude Economy, Drones Deliver Relief Supplies

Vol. 7, No. 9, pp. 6-17, 2025 DOI: 10.54691/nqqjqd60 September 21, 2025
Abstract.The low-altitude economy is developing rapidly, and UAV post-earthquake rescue is helpful to improve the emergency response ability of post-earthquake rescue. Due to road damage, complex terrain, and uncertainty of meteorological conditions, ground rescue in the post-earthquake disaster area often cannot carry out full coverage of the earthquake-stricken area with high efficiency, while UAV has the characteristics of flexibility, dynamic real-time information, and intelligence, which is conducive to the application of post-earthquake rescue. The low-altitude economy has become a worldwide … Read more →

Research on Reliability Verification of Old Gas Regulator

Vol. 7, No. 9, pp. 18-24, 2025 DOI: 10.54691/s5pr5j28 September 21, 2025
Abstract.In order to solve the problems of low operation reliability and high safety risk of old gas regulators,7471 in-service old gas regulators in Suining Branch of Sichuan Chuangang Gas Co., Ltd.were taken as the research object, and 287 were stratified sampled according to working years, using areas, pressure regulating ranges and brands. The reliability verification experiments of rubber diaphragms and springs were carried out.According to the national standard, the gas resistance, tensile properties, compression permanent deformation and spring accuracy grade (GB27790-2020) and test of rubber … Read more →

Review on the Integration of Printed Circuit Heat Exchanger (PCHE) and Thermoelectric Generation (TEG) Technology

Vol. 7, No. 9, pp. 25-32, 2025 DOI: 10.54691/0nkbsz60 September 21, 2025
Abstract.This paper systematically reviews the latest progress in the research on the integration of Printed Circuit Heat Exchanger (PCHE) and Thermoelectric Generation (TEG) technology. With the increasingly prominent issue of energy shortage, the efficient utilization of the large amount of cold energy released during the gasification process of Liquefied Natural Gas (LNG) has become a research hotspot in the energy field. As a new type of compact heat exchanger, the Printed Circuit Heat Exchanger shows great application potential in the field of LNG gasification due to its advantages of compact … Read more →

Research Progress on Printed Circuit Heat Exchangers (PCHEs)

Vol. 7, No. 9, pp. 33-38, 2025 DOI: 10.54691/s168e921 September 21, 2025
Abstract.The Printed Circuit Heat Exchanger (PCHE), an emerging microchannel compact heat exchanger, demonstrates significant application potential in cutting-edge fields such as supercritical carbon dioxide (S-CO₂) Brayton cycles, liquefied natural gas (LNG) processing, nuclear energy, and aerospace, owing to its exceptional compactness, high efficiency, and capability to withstand high pressures and temperatures. This review aims to systematically outline the research context, core findings, and existing controversies in PCHE technology, while also prospecting future research directions. Firstly, … Read more →

Experimental Study of Volatile Products Generated by Ring-Opening Reactions during Syringol Pyrolysis

Vol. 7, No. 9, pp. 39-45, 2025 DOI: 10.54691/jdqvb440 September 21, 2025
Abstract.Ring-opening reactions to support the formation of CO, CO2 and C1-C5 light hydrocarbons (C1-C5 LHs) is one important pathway in vapor-phase reactions during lignin pyrolysis. Syringyl structure is rich in primary volatile products generated from lignin pyrolysis, and inevitably involved in vapor-phase reactions. However, there is less available information to elucidate the mechanism of syringol pyrolysis. In this work, syringol was pyrolyzed in a tubular reactor at 550-950 oC (0.5s) and at 750 oC(0.1-4.2 s). Distributions of volatile products from syringol pyrolysis were quantified by online … Read more →

Design of an Electric Fan with Intelligent Air Blowing System

Vol. 7, No. 9, pp. 46-48, 2025 DOI: 10.54691/5vq2kg46 September 21, 2025
Abstract.Most fans on the market currently can only oscillate within a fixed angle range. This paper presents the design of an intelligent oscillating fan that can track and oscillate based on the number of people present. When only one person is present, the fan automatically tracks their position and oscillates within a 15°range. When multiple people are present, the fan oscillates between the two individuals furthest away. Testing has demonstrated that this oscillation strategy provides an excellent user experience and has significant practical value. Read more →

Study of Multifactorial Effects on Well Wall Stability Based on Finite Element Modeling

Vol. 7, No. 9, pp. 49-58, 2025 DOI: 10.54691/c9ytm734 September 21, 2025
Abstract.Drilling is a key link in oil and gas field development, and well wall stability is crucial to the success rate of drilling works and subsequent production.introducing the shear fracture trend (Ts) as an evaluation index, the effects of different geostress differentials, wellbore pressure,, and laminar structure on the stability of the well wall are investigated. The study shows that: as the ground stress difference decreases, the wellbore rupture risk decreases significantly, and the rupture pattern changes from a specific direction to a more uniform distribution; the minimum value of Ts … Read more →

Simulation Study of Energy Dissipation Efficiency of Tesla Energy Dissipation Device in High-Pressure Oil and Gas Pipeline

Vol. 7, No. 9, pp. 59-68, 2025 DOI: 10.54691/1tpzhr15 September 21, 2025
Abstract.Based on the standard -  model and multiphase flow model, numerical simulations were used to study the effects of inlet pressure, fluid components and different numbers of cascade stages on the energy dissipation efficiency of Tesla dissipation devices in high-pressure oil and gas pipelines. The simulation results show that: In the general pressure range of high-pressure oilfield recovery fluids, with the increase of inlet pressure, the single-stage Tesla energy dissipation device's energy dissipation efficiency with the increase of inlet pressure shows a gradual increase in the trend of inlet … Read more →

The Study on the Multi-Factor Influences on Hydraulic Fracturing Expansion Based on Numerical Simulation

Vol. 7, No. 9, pp. 69-80, 2025 DOI: 10.54691/f2164q42 September 21, 2025
Abstract.With the development of unconventional oil and gas resources, hydraulic fracturing technology has played a crucial role in the exploitation of shale gas, tight oil, and other reservoirs. The expansion morphology of fractures significantly impacts the fracturing effectiveness, and the geometric characteristics of the fractures are influenced by rock mechanical parameters and geological conditions. This study systematically investigates the effects of Young's modulus, Poisson's ratio, brittleness index, and horizontal stress difference on the fracture propagation path, width, and length in … Read more →

Opportunities and Challenges of Generative AI in Cultural Introduction and Intercultural Communicative Competence Cultivation in International Chinese Language Education

Vol. 7, No. 9, pp. 81-89, 2025 DOI: 10.54691/8017dk89 September 21, 2025
Abstract.The rapid proliferation of Generative Artificial Intelligence (GenAI) represents a paradigm shift in educational technology, presenting profound implications for language pedagogy. This paper provides a theoretical exploration of the dual-faceted impact of GenAI on International Chinese Language (ICL) education, with a specific focus on two integral components: cultural introduction and the cultivation of Intercultural Communicative Competence (ICC). Traditionally, these areas have been fraught with challenges, including reliance on static materials, the risk of essentialism, and limited … Read more →

Aseptic Technique and Its Application in Microbial Contamination Control in Laboratory Environments

Vol. 7, No. 9, pp. 90-94, 2025 DOI: 10.54691/n7v7pb23 September 21, 2025
Abstract.Aseptic practice is a laboratory practice whose aim is to avoid microbial contamination whose potential can undermine experimental outcome, patient health status, and even thwart scientific progress. In this paper, we provide background on the history, procedure, and importance of aseptic practices against microbial contamination in laboratory practice. Based on observation on sterilization practice, the importance of personal protective equipment (PPE), environment control measures, and human factors in aseptic practice, we provide evidence for compliance with aseptic precautions. We … Read more →

A Review of Heat Transfer Characteristics in Submerged Combustion Vaporizers: Advances in Icing, Fouling, and Optimization

Vol. 7, No. 9, pp. 95-100, 2025 DOI: 10.54691/m5fdf787 September 21, 2025
Abstract.The submerged combustion vaporizer (SCV), as a critical equipment in the regasification process of liquefied natural gas (LNG), is widely used in LNG receiving terminals worldwide due to its significant advantages such as fast start-up, independence from ambient temperature, compact structure, and flexible load adjustment. This paper systematically reviews the research progress on the heat transfer characteristics of SCVs, with an in-depth analysis focusing on three core themes: icing behavior, fouling formation mechanisms and mitigation measures, as well as structural and operational … Read more →

Feedback Linearization Sliding Mode Controller Design for a High-Order Electro-Hydraulic Servo System Model

Vol. 7, No. 9, pp. 101-107, 2025 DOI: 10.54691/t68m3w70 September 21, 2025
Abstract.This paper presents a design of a feedback-linearization sliding-mode controller for a high-order electro-hydraulic servo (EHS) system model. The nonlinear state-space model of the EHS, including the servo valve and hydraulic cylinder, is first derived. Known nonlinearities in this model are exactly canceled via feedback linearization, yielding an equivalent linear system. A sliding surface is then designed, and a robust sliding-mode control law is derived to handle model uncertainties and external disturbances. MATLAB/Simulink simulations compare the proposed control scheme with a … Read more →

Research on Dynamic Resource Allocation Strategy for Embedded FPGA Reconfigurable System Development Based on Innovation of Analog Mixed Signal Integrated Circuit and RF High Frequency Circuit Technology

Vol. 7, No. 9, pp. 108-114, 2025 DOI: 10.54691/mvwwp804 September 21, 2025
Abstract.In the context of the integration of semiconductor technology and intelligent systems, embedded FPGA reconfigurable systems have become a key carrier for innovation in analog mixed signal integrated circuits (AMS ICs) and RF circuits due to their flexibility and high performance. This article takes a management perspective and focuses on the dynamic resource allocation challenges of such complex R&D projects. By constructing a three-dimensional analysis framework of "technical characteristics resource requirements configuration mechanism" and combining typical cases in the semiconductor … Read more →

A Brief Introduction to Turbidite Channel Depositional Systems

Vol. 7, No. 9, pp. 115-124, 2025 DOI: 10.54691/t8rxcg67 September 21, 2025
Abstract.This article provides a detailed introduction to the concept, formation process, regional division, and depositional characteristics of deep-water turbidite depositional systems. Turbidity currents are sediment gravity flows characterized by turbulence, which mainly occur in deep water areas below the wave base. The depositional system can be divided into three regions: upstream convergent channels, midstream deep-water channels, and downstream terminal fans. The upstream area is dominated by sand-rich sediments, but lacks effective sealing layers; the midstream area develops a single supply … Read more →

Summary of Research and Development of Reservoir Pore Structure

Vol. 7, No. 9, pp. 125-132, 2025 DOI: 10.54691/9kh65d13 September 21, 2025
Abstract.As an important index of rock internal space characteristics, reservoir pore structure directly affects oil and gas storage capacity and seepage efficiency, and is a key factor in the exploration and development of unconventional oil and gas resources such as shale gas and tight oil. In recent years, with the advancement of unconventional oil and gas exploration to deep and ultra-deep layers, the study of reservoir pore structure has shown a development trend from qualitative analysis to quantitative characterization, from two-dimensional observation to three-dimensional reconstruction, and … Read more →

Study on Characterization and Sedimentary Environment of Tidal Sand Ridges

Vol. 7, No. 9, pp. 133-139, 2025 DOI: 10.54691/acgnrz51 September 21, 2025
Abstract.As an important marine sedimentary geomorphic unit, the spatial distribution characteristics of tidal sand ridges hold significant guiding significance for oil and gas resource exploration and coastal zone management. This study systematically sorts out the morphological characteristics, sedimentary structures, and formation-evolution mechanisms of typical tidal sand ridges at home and abroad. Through comparative analysis, it is found that relevant research mainly focuses on two aspects: the statistical characterization parameters and sedimentary facies division of continental shelf sand … Read more →

Orthogonal Analysis of Shear Capacity of Ultra High Performance Concrete Beams with High Strength Reinforcement and Coarse Aggregate

Vol. 7, No. 9, pp. 140-146, 2025 DOI: 10.54691/zzajrb57 September 21, 2025
Abstract.The influence of seven factors, including shear span ratio, reinforcement grade, reinforcement diameter, reinforcement spacing, section width, section height, and concrete strength, on the shear bearing capacity of Ultra high performance concrete with coarse aggregate (UHPC-CA) beams containing high-strength steel bars was analyzed using orthogonal experimental method. The results show that the influence of various factors on the shear bearing capacity of high-strength steel reinforced UHPC-CA beams, from large to small, is in the order of section width>concrete strength>shear span … Read more →

Research on Patent Technology Based on Wireless Charging Patent Pools

Vol. 7, No. 9, pp. 147-153, 2025 DOI: 10.54691/fd2e2v43 September 21, 2025
Abstract.With the in-depth transformation of the new energy vehicle industry towards "electrification and intelligence", wireless charging, as a key technology to address the inconvenience of traditional charging, has seen its patent layout and patent pool operation gradually become the core of industrial competition. This paper takes typical global wireless charging patent pools (with the EV Charging Patent Pool under Via Licensing Alliance (Via LA) as the core research object) as samples, and combines data from the AutoPat global automotive patent big data platform (as of December 2024). It … Read more →

Research Progress of Enhanced Oil Recovery

Vol. 7, No. 9, pp. 154-161, 2025 DOI: 10.54691/mt610688 September 21, 2025
Abstract.With the continuous growth of global energy demand and the depletion of conventional oil and gas resources, enhanced oil recovery ( EOR ) technology has become the core direction to ensure energy security and achieve sustainable development of oil fields. This paper systematically reviews the mainstream EOR methods such as chemical flooding, gas flooding, thermal oil recovery, microbial oil recovery, micro-nano technology and improved water flooding, and analyzes them from four aspects : action principle, development process, application cases and limitations. Combined with the current … Read more →

Literature Analysis of Science and Engineering Journals in Jilin Province's "Double First Class" Construction Universities from 2020 to 2024

Vol. 7, No. 9, pp. 162-167, 2025 DOI: 10.54691/r5mgkc78 September 21, 2025
Abstract.Journal of Jilin University (Engineering Edition) (Journal A), Journal of Jilin University (Science Edition) (Journal B), Journal of Northeast Normal University (Natural Science Edition) (Journal C) and Journal of Yanbian University (Natural Science Edition) (Journal D) were taken as research objects, the basic information of journals was introduced, the trend of publication, the proportion of funded articles, the distribution of disciplines, relevant institutions and related keywords in the journals from 2020 to 2024 were analyzed. The results show that with the increase of years, the … Read more →

Research on Micro Expression Emotion Recognition Algorithm Based on Improved YOLOV8 and ResNet

Vol. 7, No. 9, pp. 168-175, 2025 DOI: 10.54691/fycvf690 September 21, 2025
Abstract.With the rapid advancement of artificial intelligence, micro-expression recognition has demonstrated significant application value in fields such as criminal investigation and lie detection. However, the extremely short duration of micro-expressions and the scarcity of annotated data pose substantial challenges to accurate recognition. This study proposes a two-stage micro-expression recognition method based on an improved YOLOv8 and ResNet framework. In the first stage, a YOLOv8 model enhanced with StarNet multi-scale feature fusion and the CBAM attention mechanism is employed to achieve … Read more →

TransDeeplab: A Novel Architecture for Medical Image Segmentation

Vol. 7, No. 9, pp. 176-182, 2025 DOI: 10.54691/3cmdj735 September 21, 2025
Abstract.Early and accurate diagnosis of brain tumors plays a critical role in improving patient prognosis. Magnetic Resonance Imaging (MRI) serves as the core diagnostic modality; however, the inherent heterogeneity of brain tumors and the complexity of their morphological boundaries pose significant challenges for traditional segmentation methods, limiting their clinical applicability. To address this issue, we propose the TransDeepLab model, aiming to develop an efficient and precise brain tumor segmentation algorithm. The model integrates DeepLabV1 and Vision Transformer (ViT) within an … Read more →

Research on the Quantitative Evaluation and Methods of Drilling Overflow Risk Based on While-Drilling Information

Vol. 7, No. 9, pp. 183-188, 2025 DOI: 10.54691/rhz8ht59 September 21, 2025
Abstract.In order to solve the problems of insufficient generalisation ability and poor interpretability of evaluation results in the complex geological environment of the current data-driven overflow risk assessment model, this paper proposes a quantitative overflow risk assessment method based on the combination of CNN-LSTM data-driven model and fuzzy reasoning system. The data features were extracted, the overflow risk was predicted, the fuzzy comprehensive evaluation method was further adopted, the membership function was generated based on the normal distribution fitting historical data, the risk … Read more →

Diagenetic Facies Division of Different Types of Sandstone Reservoirs and Their Differentiation

Vol. 7, No. 9, pp. 189-195, 2025 DOI: 10.54691/zh8vy043 September 21, 2025
Abstract.In response to the increasing proportion of low-porosity, low-permeability, and tight sandstone reservoirs in current oil and gas exploration, this paper conducts a systematic study on diagenetic facies division. First, the development stages and existing problems of diagenetic facies research are reviewed, with an emphasis on the objective of establishing a scientific classification system. The study highlights the core criteria for facies division, including types and intensities of diagenesis, petrographic characteristics, pore and petrophysical features, as well as logging responses and … Read more →

An Exploration of Enterprise ESG Practice Paths Based on Fintech Innovation

Vol. 7, No. 9, pp. 196-202, 2025 DOI: 10.54691/ssh25688 September 21, 2025
Abstract.With the deepening global adoption of sustainable development, environmental, social, and governance (ESG) considerations have become core dimensions for measuring a company's overall value. The rapid evolution of Fintech offers new avenues for companies to overcome bottlenecks in ESG practice. This article explores the inherent connection between Fintech innovation and corporate ESG practices. Through literature analysis and logical deduction, it identifies pain points in corporate ESG practices, such as irregular data collection, opaque information disclosure, and inefficient performance … Read more →

Research on Drilling Technology Methods and Application Effects in Geological Engineering Exploration

Vol. 7, No. 9, pp. 203-209, 2025 DOI: 10.54691/pa3qaa55 September 21, 2025
Abstract.Drilling technology is one of the core means of geological engineering exploration. This article systematically reviews the commonly used technical methods in geological engineering exploration, such as rotary drilling, impulse drilling, vibratory drilling, hydraulic rotary drilling, and pneumatic drilling. It focuses on analyzing the principles, characteristics, applicable conditions, and existing problems of each type of drilling technology. On this basis, the application status of drilling technology in geotechnical engineering investigation, hydrogeological investigation, mineral resource … Read more →
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