Abstract
The temperature detection and alarm system of power equipment is supposed to be used in power accidents caused by overheating. In our experiment, we build a system to detect the temperature of electrical power equipment. According to the actual temperature fitting curve, the whole system uses the Fiber Bragg Gratings as the signal sensing and transmission media, using the tunable Fabry-Perot (FP) cavity filter to demodulate the fiber and a SLED light source which is considered high reliability. System control and signal processing is carried out by the STM32F407ZGT6 microcontroller and its internal single-cycle DSP. The system has the characteristics of strong anti-interference ability, high reliability and precision, simple installation, convenient maintenance, remote signal transmission.
1 Introduction
Electricity is the lifeblood of the national economy. It is essential to ensure the safe production and stable operation of the electrical power system, harness the power of electrical equipment and improve the quality of power production, which is associated with the development and stability of the social economy. There are many equipments in the power system, such as generators, transformers, oil circuit breakers, power cables, switchgear, busbar connectors, bushing clamps etc. The temperature of devices increase because of the errors in the design of current, equipment faults, poor process quality, improper use, and bad contact conditions. According to statistics from the National Electric Power Safety Supervision and Supervision Department, many electric power accidents are caused every year due to excessive temperature or overheating of power equipment, resulting in large-scale blackouts and downtime. Therefore, real-time on-line monitoring and over-limit alarming of power equipment is one of the main methods of ensuring the safety and stability of the power system.
Because the power system environment is high voltage powered and in a strong magnetic field, on-line monitoring of the power system requires a system with strong antielectromagnetic interference capability. The power system network is complex and there are many equipments and system monitoring points, which require multiple temperature monitoring and alarm systems. Signal conditioning circuits are generally required as traditional temperature detection elements (such as thermocouples, thermoelectric groups, thermistors, integrated temperature sensors, etc.) It is also low cost and hardly realized when the measurement points are complicated, for a long time. Monitoring systems operate with electrical signals, and their anti-interference ability is poor because of zero drift, susceptibility to corrosion and severe electromagnetic interference. Infrared temperature measurement is a non-contact measurement method. It is a technology that can be operated in a strong electric field environment. It is susceptible to environmental interference and it is difficult to install an infrared temperature probe on site. Fiber grating is a kind of sensor to detect the change of stress around and environment temperature. The fiber grating sensor has many desirable characteristics: simple structure, fine diameter, small size, lightweight, anti-electromagnetic interference and strong resistance to harsh environments, high level of safety and electrical isolation, excellent operability and embedding, good time domain conversion and high sensitivity; integrated sensing and transmission, long-term monitoring, distributed measurement and single-line multiplexing, convenient for wavelength division, time-division multiplexing and distributed sensing, easy to form a sensor network of point measurement etc. These advantages make up for the lack of electrical sensors and infrared sensors. Fiber grating sensors are widely used for measurement of physical quantities such as temperature, strain, pressure, and vibration in flammable, explosive, space-limited and strong electromagnetic interference environments [1]. The system applied in our experiment uses fiber gratings to achieve the temperature monitoring and alarm of electrical equipment.
2 Theory of fiber grating
In 1978, the Canadian scholar Hill et al. first discovered the photosensitivity of optical fibers in Erbium-doped silica optical fiber [2]. Since then, the research and application of fiber gratings have been opened up. Special attention has been paid by researchers at home and abroad and rapid development has been made. Fiber grating uses the photosensitivity of the fiber material to form a spatial phase grating in the core, which acts as a narrowband filter or mirror, essentially a section of fiber that changes during the core refractive index period. By applying this feature, fiber gratings can be used to make optical fiber sensors that detect variations in temperature, strain and other parameters. They have outstanding advantages in long-distance and distributed monitoring, and are widely used in aerospace, engineering, energy, chemical, shipping field etc.
There are many types of fiber gratings; they can be broadly catagorized into two groups:Fiber Bragg Grating (FBG), also known as reflection or short-period grating; the other is transmission grating, also called long-period grating. Fiber grating can be divided into periodic and non-periodic by its structure, and can also be divided into filter type grating and dispersion compensation grating by its function.
2.1 Sensing principle of Fiber Bragg Grating (FBG)
FBG is a relatively common used fiber grating sensor. It utilizes the ultraviolet photosensitivity of optical fiber materials to form a spatial phase grating within the core, which has a fixed center wavelength. After an optical signal with a certain spectrum width passed through the FBG, light with a specific wavelength is reflected along the original path, and the optical signals with other wavelengths are directly transmitted. When the FBG is changed by the external environment, its grating period changes, which causing the center reflected wavelength to be shifted. By monitoring the wavelength shift changes in the external environment can be inferred, such as temperature fluctuations or variations in strain.
When the broadband light source propagates in the FBG, only the incident light that meets the Bragg condition can be coupled into the back-propagating light wave to form the reflection spectrum of the FBG; the remaining light is transmitted to form the transmission spectrum. The broadband light source incident spectrum, FBG reflection spectrum, and FBG transmission spectrum are shown in Figures 1(a), (b), and (c), respectively.

Optical FBG spectral characteristics
The structure and wavelength shift of the fiber Bragg grating are shown in Figure 2. According to the coupled mode theory, the center reflection wavelength of the FBG can be expressed as:

FBG structure and wavelength migration diagram
In the formula, 𝜆B is the Bragg wavelength.
neff is effective refractive index in fiber core propagation mode.
𝛬 is Fiber grating pitch period.
2.2 Temperature characteristics and sensitivity of FGB
When the temperature or stress around the FBG changes, it will cause changes to the grating pitch period and the refractive index of the fiber core. In this case, the center wavelength of the fiber Bragg grating will move. According to equation (1), the FBG center wavelength shift can be expressed as:
Assumptions: The axial stress field of the FBG remains stable, and the reflected light center wavelength is only affected by the temperature field. Differentiating with respect to temperature on both sides of equation (2) yields the corresponding relationship between reflection wavelength and temperature:
In equation 3, 𝛼 is thermal expansion coefficient of optical fiber material,
𝜁 is thermal optical coefficient of optical fiber material,
When the temperature changes, the influence of the thermo-optic effect and the thermal expansion on the effective refractive index of the grating period and mode is mainly due to change of the material scale, and the grating period. According to formula (3), the temperature sensitivity coefficient of FBG can be expressed as:
The FBG temperature sensitivity reflects the relationship between wavelength relative drift 𝛥B/𝜆B and 𝛥T. The thermal expansion coefficient and thermo-optic coefficient of FGB are constant at a certain temperature range, and the wavelength change of the reflected FBG is linear with the temperature change. When the material is determined, KT is a constant associated with the material. When at room temperature, the effective refractive index of the FBG of the quartz core is neff = 1.4469, the thermal expansion coefficient 𝛼 is 0.5 × 10−6/∘C, and the thermal coefficient is 𝜁 = 8.3 × 10−6/∘C to 9.5 × 10−6/∘C. The theoretical value of the temperature sensitivity coefficient KT is approximately 8.8 × 10−6/∘C to 10 × 10−6/∘C, while the temperature sensitivity coefficient KT of the silicon optical fiber is approximately 6.67 × 10−6/∘C.
The relationship between the center wavelength of the FBG and the temperature is:
Therefore, when under the condition that the axial stress field remains stable, there is a good linear relationship between the reflection wavelength and temperature of the FGB sensor. By detecting the change of the center wavelength of the grating, the temperature value of the measured point can be calculated.
2.3 Temperature characteristics of an actual grating temperature sensor
Theoretically, the temperature change of the Bragg grating is linear with respect to wavelength. When the temperature variation is small, it is generally considered that 𝛼 and 𝜁 are constant. However, in practical applications, since the fiber grating has a strain characteristic, the package element and the material have a temperature-sensitive characteristic, and the thermal coefficient depends on the temperature. And since the fiber grating is naked, it needs to be packaged in practical applications. After the package progress is completed, the temperature coefficient can reach a multiple of the temperature coefficient of the bare grating.
The temperature sensitivity of the Erbium-doped single-mode fiber in the range 123 − 833K is tested. When the actual temperature range is large, the curve fitting equation is [3]:
Therefore, when FBG gratings are used in high and low temperature environments, it is necessary to perform nonlinear corrections for temperature. When the wavelength is close to 1500 nm, the relationship between wavelength and temperature can be corrected in a non-linear manor according to equation (6).
2.4 Demodulation techniques for FBG
Accurately demodulating the displacement of the FBG wavelength due to the measured change is a key issue for the practical application of FBG sensors. Current demodulation technologies include Spectrometer Demodulation, Matched Grating Demodulation, Volume Grating Dynamic Demodulation, Tunable Fabry-Perot Cavity Filtering, Spectral Encoding/Proportional Demodulation, Unbalanced Scanning Michelson Interferometers solution and Modulated Arrayed Waveguide Grating method etc [4]. Among them, the Spectrometer Demodulation method can directly read the center wavelength of the reflection spectrum and its drift, but its cost to performance ratio is low, the stability is poor, which is considered extremely uncomfortable in engineering applications. The Matching Grating Demodulation method has a relatively simple structure and high detection accuracy, but its matched gratings and sensor gratings needs to be correspondingly matched, and the engineering requirements are relatively stringent. The Body Grating Dynamic Demodulation method is simple in operation and has fast response speed, however, its accuracy is influenced by may factors and it is difficult to calibrate. Spectral Encoding/Proportional Demodulation method can obtain comparatively high resolution but it is required to use the low-intensity light sources, because of this, multiplexing techniques are limited. Unbalanced Scanning Michelson Interferometer Demodulation method has a very high accuracy, however, it is easily disturbed by the surrounding environment and is not applicable to Dynamic measurement. Arrayed Waveguide Grating Demodulation has both high demodulation speed, accuracy and system spend cost. The Tunable Fabry-Perot (F-P) Cavity Filter method can directly convert the wavelength signal into an electrical signal, and has the advantages of small size, low price, high sensitivity, high utilization of light energy, simple operation, and is suitable for engineering applications. This system uses a tunable F-P filter method.
A schematic diagram of a Bragg wavelength system for demodulating a fiber grating with a tunable Fabry-Perot (F-P) cavity filter is shown on the left side of Figure 3. It consists of broadband light source, isolator, coupler, F-P filter, F-P cavity piezoelectric ceramic (PZT), photodetector and other components. The tunable FP filter uses a piezoelectric-ceramic energy-mechanical-energy conversion element to tune the cavity length of the FP cavity, and applies a periodic, stable voltage to the PZT to change the FP cavity length. In this case, the FBG wavelength can be filtered, and the wavelength of the FBG reflection spectrum is obtained [5].

Principle of Tunable fiber F-P filter demodulation FBG and its Schematic of temperature detection
During the measurement, the light from the broadband source enters the FBG temperature sensor array through the isolator and the coupler. After the FBG modulation, the reflected light with different wavelengths passes through the coupler and enters the FP filter. When the transmission position of the F-P filter completely matches the reflected light wave from the FBG temperature sensor, the maximum output power of the photodetector is obtained. At this time, the wavelength of the FBG reflected light can be calculated by reading the PZT driving voltage. In that case, the measured temperature can be obtained.
2.5 Light source selection
Commonly used light sources include incoherent sources such as heat light sources, gas discharge sources, light emitting diodes; coherent light sources such as solid-state lasers, liquid lasers, gas lasers, semiconductor laser diodes, fiber lasers; novel light sources such as emission lasers, photonic crystal lasers, chemical lasers, free electron lasers and integrated optoelectronic module (IOEM) etc [6]. When selecting the light source, consideration should be given to the size of the light source, input and output power, stability, coherence, spectral characteristics, degree of difficulty when coupling with the optical fiber, price and availability. A light source with a wide spectral range, large output power, and good stability is selected to facilitate the multiplexing of multiple fiber gratings and the relatively high optical power at long-distance sensing, which provides a good method for signal demodulation. This system uses a SLED light source.
3 FBG power equipment temperature detection and alarm system design experiment
Temperature sensing and alarm system for power equipment use FBG as a signal sensing and transmission medium. Using the temperature sensitivity of FBP and the light reflection principle, it can detect the temperature change along the temperature point of the fiber grating in real time and perform over-limit sound and light alarm. An example hardware block diagram is shown in Figure 3.
The main controller adopts STM32F407ZGT6 chip. The chip is based on the latest ARM Cortex-M4 core with a maximum clock frequency of 168 MHz. It supports single-cycle DSP instructions and floating-point units, integrates control and data processing, and realizes a single-chip + DSP mode. It integrates 12-bit DAC, 12-bit DAC, USART, USB, CAN, SDIO, SPI and other serial interfaces internally to facilitate communications [7].
The onsite temperature signal is step by step collected by the fiber Bragg grating, demodulated by the F-P cavity filter, photoelectrically converted and sent to the ADC inside the STM32F407ZGT6 microcontroller to perform the data acquisition of the power equipment temperature. After single-cycle DSP data processing inside the microcontroller, the F-P cavity filter demodulation system is controlled to realize temperature display and alarm. At the same time, the system communicates with the host computer through the serial port to facilitate centralized management. The STM32F407ZGT6 microcontroller generates the sawtooth wave through the internal DAC and controls the driving voltage of the piezoelectric ceramic (PZT) of the F-P cavity filter demodulation system, thereby realizing the demodulation of the F-P cavity filter.
This system uses a SLED light source with a center wavelength of 1550 nm, an output power of 17.6 mW, and a spectral width of 78.2 nm. The sensor uses a GFRP-packaged FBG temperature sensor with a reflection bandwidth of approximately 0.2 nm, a reflectance of greater than 90% and a temperature coefficient of 19.05 pm/°C. The FBG temperature sensor was placed in the incubator and experiments were performed. The results show that the system has good linearity, and the measured wavelength and temperature are consistent with the theoretical research. The wavelength deviation of each point is within ±4pm, and the temperature measurement accuracy of the system can be up to ±0.1∘C.
4 Conclusion
The temperature detection system of power equipment based on fiber grating adopts advanced FBG as sensing unit, STM32F407 single-chip computer as control and data processing unit. It has advanced technology, realizing on-site power-free detection, intrinsically safe explosion-proof, and with measuring accuracy up to ±0.1°C. The longterm operating temperature range of the fiber grating is between −40 and 70°C, and the application range is wide. Using distributed measurement methods, the measurement points can be arbitrarily set within 5km, with multiple measurement points and flexible methods. It is small, light and low cost with anti-electromagnetic interference, lightning protection, water resistance, high temperature resistance, corrosion resistance, and good reliability. The system has a compact structure, simple installation and easy maintenance. It can be applied to remote temperature monitoring and alarming of power plants, substations, cables, and other power equipment. It can also be applied to temperature monitoring and alarming of other long-distance, harsh environment locations and equipment.
Acknowledgement
This work is supported by NSF of Shandong Province ZR2016FM25.
References
[1] Zhang W., Tu Q., Sun L., Kai G., Yuan S.Z., Dong X.Y., Recent Progress in Theory Design and Applications of Fiber Grating Sensors, Progress in Physics, 2004, 24(4), 398-423.Search in Google Scholar
[2] Hill K.O., Fujii Y., Jognson D.C., Kawasaki B.S., Photosensitivity in Optical Fiber Waveguides: Application to Reflection Filter Fabrication, Appl. Phys. Lett.,1978,3(10),647-649.10.1063/1.89881Search in Google Scholar
[3] Othonos A., Kalli K., Kohnke G.E., Fiber Bragg Grating: Fundamentals and Applications in Telecommunications and Sensing, 1999, Artech House Publishers10.1063/1.1148392Search in Google Scholar
[4] Zhang X.J., Wu Z.J., Zhang B.M., Wu C.T., Du S.Y., Experimental investigation on temperature sensitivity of fiber Bragg gratings, Optical Technique, 2005, 4, 497-499.Search in Google Scholar
[5] Mathew J., Schneller O., Polyzos D. et al., Infiber fabry-perot cavity sensor for high-temperature applications, J. Lightwave Techn., 2015, 33(12), 2419-2425.10.1109/JLT.2015.2397936Search in Google Scholar
[6] Chen Q., Li Q.M., Cong H.X., Xing J.Y., Li J.S., On-Line Temperature Monitoring for GIS Disconnecting Switch Contacts Based on Multipoint-Distributed Fiber Bragg Grating, Trans. China Electrotechn. Soc., 2015, 30(12), 298-306.Search in Google Scholar
[7] Ma P., Xiao Q., Kuang J.X., Zhang Z.Y., Piecewise Fuzzy PI Controller Design of Magnetic Navigation AGV, Single Chip Machine and Embedded System, 2017, 12, 59-63.Search in Google Scholar
© 2018 X. Zhang et al., published by De Gruyter
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.
Articles in the same Issue
- Regular Articles
- A modified Fermi-Walker derivative for inextensible flows of binormal spherical image
- Algebraic aspects of evolution partial differential equation arising in the study of constant elasticity of variance model from financial mathematics
- Three-dimensional atom localization via probe absorption in a cascade four-level atomic system
- Determination of the energy transitions and half-lives of Rubidium nuclei
- Three phase heat and mass transfer model for unsaturated soil freezing process: Part 1 - model development
- Three phase heat and mass transfer model for unsaturated soil freezing process: Part 2 - model validation
- Mathematical model for thermal and entropy analysis of thermal solar collectors by using Maxwell nanofluids with slip conditions, thermal radiation and variable thermal conductivity
- Constructing analytic solutions on the Tricomi equation
- Feynman diagrams and rooted maps
- New type of chaos synchronization in discrete-time systems: the F-M synchronization
- Unsteady flow of fractional Oldroyd-B fluids through rotating annulus
- A note on the uniqueness of 2D elastostatic problems formulated by different types of potential functions
- On the conservation laws and solutions of a (2+1) dimensional KdV-mKdV equation of mathematical physics
- Computational methods and traveling wave solutions for the fourth-order nonlinear Ablowitz-Kaup-Newell-Segur water wave dynamical equation via two methods and its applications
- Siewert solutions of transcendental equations, generalized Lambert functions and physical applications
- Numerical solution of mixed convection flow of an MHD Jeffery fluid over an exponentially stretching sheet in the presence of thermal radiation and chemical reaction
- A new three-dimensional chaotic flow with one stable equilibrium: dynamical properties and complexity analysis
- Dynamics of a dry-rebounding drop: observations, simulations, and modeling
- Modeling the initial mechanical response and yielding behavior of gelled crude oil
- Lie symmetry analysis and conservation laws for the time fractional simplified modified Kawahara equation
- Solitary wave solutions of two KdV-type equations
- Applying industrial tomography to control and optimization flow systems
- Reconstructing time series into a complex network to assess the evolution dynamics of the correlations among energy prices
- An optimal solution for software testing case generation based on particle swarm optimization
- Optimal system, nonlinear self-adjointness and conservation laws for generalized shallow water wave equation
- Alternative methods for solving nonlinear two-point boundary value problems
- Global model simulation of OH production in pulsed-DC atmospheric pressure helium-air plasma jets
- Experimental investigation on optical vortex tweezers for microbubble trapping
- Joint measurements of optical parameters by irradiance scintillation and angle-of-arrival fluctuations
- M-polynomials and topological indices of hex-derived networks
- Generalized convergence analysis of the fractional order systems
- Porous flow characteristics of solution-gas drive in tight oil reservoirs
- Complementary wave solutions for the long-short wave resonance model via the extended trial equation method and the generalized Kudryashov method
- A Note on Koide’s Doubly Special Parametrization of Quark Masses
- On right-angled spherical Artin monoid of type Dn
- Gas flow regimes judgement in nanoporous media by digital core analysis
- 4 + n-dimensional water and waves on four and eleven-dimensional manifolds
- Stabilization and Analytic Approximate Solutions of an Optimal Control Problem
- On the equations of electrodynamics in a flat or curved spacetime and a possible interaction energy
- New prediction method for transient productivity of fractured five-spot patterns in low permeability reservoirs at high water cut stages
- The collinear equilibrium points in the restricted three body problem with triaxial primaries
- Detection of the damage threshold of fused silica components and morphologies of repaired damage sites based on the beam deflection method
- On the bivariate spectral quasi-linearization method for solving the two-dimensional Bratu problem
- Ion acoustic quasi-soliton in an electron-positron-ion plasma with superthermal electrons and positrons
- Analysis of projectile motion in view of conformable derivative
- Computing multiple ABC index and multiple GA index of some grid graphs
- Terahertz pulse imaging: A novel denoising method by combing the ant colony algorithm with the compressive sensing
- Characteristics of microscopic pore-throat structure of tight oil reservoirs in Sichuan Basin measured by rate-controlled mercury injection
- An activity window model for social interaction structure on Twitter
- Transient thermal regime trough the constitutive matrix applied to asynchronous electrical machine using the cell method
- On the zagreb polynomials of benzenoid systems
- Integrability analysis of the partial differential equation describing the classical bond-pricing model of mathematical finance
- The Greek parameters of a continuous arithmetic Asian option pricing model via Laplace Adomian decomposition method
- Quantifying the global solar radiation received in Pietermaritzburg, KwaZulu-Natal to motivate the consumption of solar technologies
- Sturm-Liouville difference equations having Bessel and hydrogen atom potential type
- Study on the response characteristics of oil wells after deep profile control in low permeability fractured reservoirs
- Depiction and analysis of a modified theta shaped double negative metamaterial for satellite application
- An attempt to geometrize electromagnetism
- Structure of traveling wave solutions for some nonlinear models via modified mathematical method
- Thermo-convective instability in a rotating ferromagnetic fluid layer with temperature modulation
- Construction of new solitary wave solutions of generalized Zakharov-Kuznetsov-Benjamin-Bona-Mahony and simplified modified form of Camassa-Holm equations
- Effect of magnetic field and heat source on Upper-convected-maxwell fluid in a porous channel
- Physical cues of biomaterials guide stem cell fate of differentiation: The effect of elasticity of cell culture biomaterials
- Shooting method analysis in wire coating withdrawing from a bath of Oldroyd 8-constant fluid with temperature dependent viscosity
- Rank correlation between centrality metrics in complex networks: an empirical study
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering
- Modeling of electric and heat processes in spot resistance welding of cross-wire steel bars
- Dynamic characteristics of triaxial active control magnetic bearing with asymmetric structure
- Design optimization of an axial-field eddy-current magnetic coupling based on magneto-thermal analytical model
- Thermal constitutive matrix applied to asynchronous electrical machine using the cell method
- Temperature distribution around thin electroconductive layers created on composite textile substrates
- Model of the multipolar engine with decreased cogging torque by asymmetrical distribution of the magnets
- Analysis of spatial thermal field in a magnetic bearing
- Use of the mathematical model of the ignition system to analyze the spark discharge, including the destruction of spark plug electrodes
- Assessment of short/long term electric field strength measurements for a pilot district
- Simulation study and experimental results for detection and classification of the transient capacitor inrush current using discrete wavelet transform and artificial intelligence
- Magnetic transmission gear finite element simulation with iron pole hysteresis
- Pulsed excitation terahertz tomography – multiparametric approach
- Low and high frequency model of three phase transformer by frequency response analysis measurement
- Multivariable polynomial fitting of controlled single-phase nonlinear load of input current total harmonic distortion
- Optimal design of a for middle-low-speed maglev trains
- Eddy current modeling in linear and nonlinear multifilamentary composite materials
- The visual attention saliency map for movie retrospection
- AC/DC current ratio in a current superimposition variable flux reluctance machine
- Influence of material uncertainties on the RLC parameters of wound inductors modeled using the finite element method
- Cogging force reduction in linear tubular flux switching permanent-magnet machines
- Modeling hysteresis curves of La(FeCoSi)13 compound near the transition point with the GRUCAD model
- Electro-magneto-hydrodynamic lubrication
- 3-D Electromagnetic field analysis of wireless power transfer system using K computer
- Simplified simulation technique of rotating, induction heated, calender rolls for study of temperature field control
- Design, fabrication and testing of electroadhesive interdigital electrodes
- A method to reduce partial discharges in motor windings fed by PWM inverter
- Reluctance network lumped mechanical & thermal models for the modeling and predesign of concentrated flux synchronous machine
- Special Issue Applications of Nonlinear Dynamics
- Study on dynamic characteristics of silo-stock-foundation interaction system under seismic load
- Microblog topic evolution computing based on LDA algorithm
- Modeling the creep damage effect on the creep crack growth behavior of rotor steel
- Neighborhood condition for all fractional (g, f, n′, m)-critical deleted graphs
- Chinese open information extraction based on DBMCSS in the field of national information resources
- 10.1515/phys-2018-0079
- CPW-fed circularly-polarized antenna array with high front-to-back ratio and low-profile
- Intelligent Monitoring Network Construction based on the utilization of the Internet of things (IoT) in the Metallurgical Coking Process
- Temperature detection technology of power equipment based on Fiber Bragg Grating
- Research on a rotational speed control strategy of the mandrel in a rotary steering system
- Dynamic load balancing algorithm for large data flow in distributed complex networks
- Super-structured photonic crystal fiber Bragg grating biosensor image model based on sparse matrix
- Fractal-based techniques for physiological time series: An updated approach
- Analysis of the Imaging Characteristics of the KB and KBA X-ray Microscopes at Non-coaxial Grazing Incidence
- Application of modified culture Kalman filter in bearing fault diagnosis
- Exact solutions and conservation laws for the modified equal width-Burgers equation
- On topological properties of block shift and hierarchical hypercube networks
- Elastic properties and plane acoustic velocity of cubic Sr2CaMoO6 and Sr2CaWO6 from first-principles calculations
- A note on the transmission feasibility problem in networks
- Ontology learning algorithm using weak functions
- Diagnosis of the power frequency vacuum arc shape based on 2D-PIV
- Parametric simulation analysis and reliability of escalator truss
- A new algorithm for real economy benefit evaluation based on big data analysis
- Synergy analysis of agricultural economic cycle fluctuation based on ant colony algorithm
- Multi-level encryption algorithm for user-related information across social networks
- Multi-target tracking algorithm in intelligent transportation based on wireless sensor network
- Fast recognition method of moving video images based on BP neural networks
- Compressed sensing image restoration algorithm based on improved SURF operator
- Design of load optimal control algorithm for smart grid based on demand response in different scenarios
- Face recognition method based on GA-BP neural network algorithm
- Optimal path selection algorithm for mobile beacons in sensor network under non-dense distribution
- Localization and recognition algorithm for fuzzy anomaly data in big data networks
- Urban road traffic flow control under incidental congestion as a function of accident duration
- Optimization design of reconfiguration algorithm for high voltage power distribution network based on ant colony algorithm
- Feasibility simulation of aseismic structure design for long-span bridges
- Construction of renewable energy supply chain model based on LCA
- The tribological properties study of carbon fabric/ epoxy composites reinforced by nano-TiO2 and MWNTs
- A text-Image feature mapping algorithm based on transfer learning
- Fast recognition algorithm for static traffic sign information
- Topical Issue: Clean Energy: Materials, Processes and Energy Generation
- An investigation of the melting process of RT-35 filled circular thermal energy storage system
- Numerical analysis on the dynamic response of a plate-and-frame membrane humidifier for PEMFC vehicles under various operating conditions
- Energy converting layers for thin-film flexible photovoltaic structures
- Effect of convection heat transfer on thermal energy storage unit
Articles in the same Issue
- Regular Articles
- A modified Fermi-Walker derivative for inextensible flows of binormal spherical image
- Algebraic aspects of evolution partial differential equation arising in the study of constant elasticity of variance model from financial mathematics
- Three-dimensional atom localization via probe absorption in a cascade four-level atomic system
- Determination of the energy transitions and half-lives of Rubidium nuclei
- Three phase heat and mass transfer model for unsaturated soil freezing process: Part 1 - model development
- Three phase heat and mass transfer model for unsaturated soil freezing process: Part 2 - model validation
- Mathematical model for thermal and entropy analysis of thermal solar collectors by using Maxwell nanofluids with slip conditions, thermal radiation and variable thermal conductivity
- Constructing analytic solutions on the Tricomi equation
- Feynman diagrams and rooted maps
- New type of chaos synchronization in discrete-time systems: the F-M synchronization
- Unsteady flow of fractional Oldroyd-B fluids through rotating annulus
- A note on the uniqueness of 2D elastostatic problems formulated by different types of potential functions
- On the conservation laws and solutions of a (2+1) dimensional KdV-mKdV equation of mathematical physics
- Computational methods and traveling wave solutions for the fourth-order nonlinear Ablowitz-Kaup-Newell-Segur water wave dynamical equation via two methods and its applications
- Siewert solutions of transcendental equations, generalized Lambert functions and physical applications
- Numerical solution of mixed convection flow of an MHD Jeffery fluid over an exponentially stretching sheet in the presence of thermal radiation and chemical reaction
- A new three-dimensional chaotic flow with one stable equilibrium: dynamical properties and complexity analysis
- Dynamics of a dry-rebounding drop: observations, simulations, and modeling
- Modeling the initial mechanical response and yielding behavior of gelled crude oil
- Lie symmetry analysis and conservation laws for the time fractional simplified modified Kawahara equation
- Solitary wave solutions of two KdV-type equations
- Applying industrial tomography to control and optimization flow systems
- Reconstructing time series into a complex network to assess the evolution dynamics of the correlations among energy prices
- An optimal solution for software testing case generation based on particle swarm optimization
- Optimal system, nonlinear self-adjointness and conservation laws for generalized shallow water wave equation
- Alternative methods for solving nonlinear two-point boundary value problems
- Global model simulation of OH production in pulsed-DC atmospheric pressure helium-air plasma jets
- Experimental investigation on optical vortex tweezers for microbubble trapping
- Joint measurements of optical parameters by irradiance scintillation and angle-of-arrival fluctuations
- M-polynomials and topological indices of hex-derived networks
- Generalized convergence analysis of the fractional order systems
- Porous flow characteristics of solution-gas drive in tight oil reservoirs
- Complementary wave solutions for the long-short wave resonance model via the extended trial equation method and the generalized Kudryashov method
- A Note on Koide’s Doubly Special Parametrization of Quark Masses
- On right-angled spherical Artin monoid of type Dn
- Gas flow regimes judgement in nanoporous media by digital core analysis
- 4 + n-dimensional water and waves on four and eleven-dimensional manifolds
- Stabilization and Analytic Approximate Solutions of an Optimal Control Problem
- On the equations of electrodynamics in a flat or curved spacetime and a possible interaction energy
- New prediction method for transient productivity of fractured five-spot patterns in low permeability reservoirs at high water cut stages
- The collinear equilibrium points in the restricted three body problem with triaxial primaries
- Detection of the damage threshold of fused silica components and morphologies of repaired damage sites based on the beam deflection method
- On the bivariate spectral quasi-linearization method for solving the two-dimensional Bratu problem
- Ion acoustic quasi-soliton in an electron-positron-ion plasma with superthermal electrons and positrons
- Analysis of projectile motion in view of conformable derivative
- Computing multiple ABC index and multiple GA index of some grid graphs
- Terahertz pulse imaging: A novel denoising method by combing the ant colony algorithm with the compressive sensing
- Characteristics of microscopic pore-throat structure of tight oil reservoirs in Sichuan Basin measured by rate-controlled mercury injection
- An activity window model for social interaction structure on Twitter
- Transient thermal regime trough the constitutive matrix applied to asynchronous electrical machine using the cell method
- On the zagreb polynomials of benzenoid systems
- Integrability analysis of the partial differential equation describing the classical bond-pricing model of mathematical finance
- The Greek parameters of a continuous arithmetic Asian option pricing model via Laplace Adomian decomposition method
- Quantifying the global solar radiation received in Pietermaritzburg, KwaZulu-Natal to motivate the consumption of solar technologies
- Sturm-Liouville difference equations having Bessel and hydrogen atom potential type
- Study on the response characteristics of oil wells after deep profile control in low permeability fractured reservoirs
- Depiction and analysis of a modified theta shaped double negative metamaterial for satellite application
- An attempt to geometrize electromagnetism
- Structure of traveling wave solutions for some nonlinear models via modified mathematical method
- Thermo-convective instability in a rotating ferromagnetic fluid layer with temperature modulation
- Construction of new solitary wave solutions of generalized Zakharov-Kuznetsov-Benjamin-Bona-Mahony and simplified modified form of Camassa-Holm equations
- Effect of magnetic field and heat source on Upper-convected-maxwell fluid in a porous channel
- Physical cues of biomaterials guide stem cell fate of differentiation: The effect of elasticity of cell culture biomaterials
- Shooting method analysis in wire coating withdrawing from a bath of Oldroyd 8-constant fluid with temperature dependent viscosity
- Rank correlation between centrality metrics in complex networks: an empirical study
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering
- Modeling of electric and heat processes in spot resistance welding of cross-wire steel bars
- Dynamic characteristics of triaxial active control magnetic bearing with asymmetric structure
- Design optimization of an axial-field eddy-current magnetic coupling based on magneto-thermal analytical model
- Thermal constitutive matrix applied to asynchronous electrical machine using the cell method
- Temperature distribution around thin electroconductive layers created on composite textile substrates
- Model of the multipolar engine with decreased cogging torque by asymmetrical distribution of the magnets
- Analysis of spatial thermal field in a magnetic bearing
- Use of the mathematical model of the ignition system to analyze the spark discharge, including the destruction of spark plug electrodes
- Assessment of short/long term electric field strength measurements for a pilot district
- Simulation study and experimental results for detection and classification of the transient capacitor inrush current using discrete wavelet transform and artificial intelligence
- Magnetic transmission gear finite element simulation with iron pole hysteresis
- Pulsed excitation terahertz tomography – multiparametric approach
- Low and high frequency model of three phase transformer by frequency response analysis measurement
- Multivariable polynomial fitting of controlled single-phase nonlinear load of input current total harmonic distortion
- Optimal design of a for middle-low-speed maglev trains
- Eddy current modeling in linear and nonlinear multifilamentary composite materials
- The visual attention saliency map for movie retrospection
- AC/DC current ratio in a current superimposition variable flux reluctance machine
- Influence of material uncertainties on the RLC parameters of wound inductors modeled using the finite element method
- Cogging force reduction in linear tubular flux switching permanent-magnet machines
- Modeling hysteresis curves of La(FeCoSi)13 compound near the transition point with the GRUCAD model
- Electro-magneto-hydrodynamic lubrication
- 3-D Electromagnetic field analysis of wireless power transfer system using K computer
- Simplified simulation technique of rotating, induction heated, calender rolls for study of temperature field control
- Design, fabrication and testing of electroadhesive interdigital electrodes
- A method to reduce partial discharges in motor windings fed by PWM inverter
- Reluctance network lumped mechanical & thermal models for the modeling and predesign of concentrated flux synchronous machine
- Special Issue Applications of Nonlinear Dynamics
- Study on dynamic characteristics of silo-stock-foundation interaction system under seismic load
- Microblog topic evolution computing based on LDA algorithm
- Modeling the creep damage effect on the creep crack growth behavior of rotor steel
- Neighborhood condition for all fractional (g, f, n′, m)-critical deleted graphs
- Chinese open information extraction based on DBMCSS in the field of national information resources
- 10.1515/phys-2018-0079
- CPW-fed circularly-polarized antenna array with high front-to-back ratio and low-profile
- Intelligent Monitoring Network Construction based on the utilization of the Internet of things (IoT) in the Metallurgical Coking Process
- Temperature detection technology of power equipment based on Fiber Bragg Grating
- Research on a rotational speed control strategy of the mandrel in a rotary steering system
- Dynamic load balancing algorithm for large data flow in distributed complex networks
- Super-structured photonic crystal fiber Bragg grating biosensor image model based on sparse matrix
- Fractal-based techniques for physiological time series: An updated approach
- Analysis of the Imaging Characteristics of the KB and KBA X-ray Microscopes at Non-coaxial Grazing Incidence
- Application of modified culture Kalman filter in bearing fault diagnosis
- Exact solutions and conservation laws for the modified equal width-Burgers equation
- On topological properties of block shift and hierarchical hypercube networks
- Elastic properties and plane acoustic velocity of cubic Sr2CaMoO6 and Sr2CaWO6 from first-principles calculations
- A note on the transmission feasibility problem in networks
- Ontology learning algorithm using weak functions
- Diagnosis of the power frequency vacuum arc shape based on 2D-PIV
- Parametric simulation analysis and reliability of escalator truss
- A new algorithm for real economy benefit evaluation based on big data analysis
- Synergy analysis of agricultural economic cycle fluctuation based on ant colony algorithm
- Multi-level encryption algorithm for user-related information across social networks
- Multi-target tracking algorithm in intelligent transportation based on wireless sensor network
- Fast recognition method of moving video images based on BP neural networks
- Compressed sensing image restoration algorithm based on improved SURF operator
- Design of load optimal control algorithm for smart grid based on demand response in different scenarios
- Face recognition method based on GA-BP neural network algorithm
- Optimal path selection algorithm for mobile beacons in sensor network under non-dense distribution
- Localization and recognition algorithm for fuzzy anomaly data in big data networks
- Urban road traffic flow control under incidental congestion as a function of accident duration
- Optimization design of reconfiguration algorithm for high voltage power distribution network based on ant colony algorithm
- Feasibility simulation of aseismic structure design for long-span bridges
- Construction of renewable energy supply chain model based on LCA
- The tribological properties study of carbon fabric/ epoxy composites reinforced by nano-TiO2 and MWNTs
- A text-Image feature mapping algorithm based on transfer learning
- Fast recognition algorithm for static traffic sign information
- Topical Issue: Clean Energy: Materials, Processes and Energy Generation
- An investigation of the melting process of RT-35 filled circular thermal energy storage system
- Numerical analysis on the dynamic response of a plate-and-frame membrane humidifier for PEMFC vehicles under various operating conditions
- Energy converting layers for thin-film flexible photovoltaic structures
- Effect of convection heat transfer on thermal energy storage unit