CN105760597A - Two-dimensional dispersive medium Crank-Nicolson complete matching layer implementation algorithm based on DG algorithm - Google Patents
Two-dimensional dispersive medium Crank-Nicolson complete matching layer implementation algorithm based on DG algorithm Download PDFInfo
- Publication number
- CN105760597A CN105760597A CN201610085015.1A CN201610085015A CN105760597A CN 105760597 A CN105760597 A CN 105760597A CN 201610085015 A CN201610085015 A CN 201610085015A CN 105760597 A CN105760597 A CN 105760597A
- Authority
- CN
- China
- Prior art keywords
- equation
- algorithm
- epsiv
- gamma
- nicolson
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F30/00—Computer-aided design [CAD]
- G06F30/20—Design optimisation, verification or simulation
- G06F30/23—Design optimisation, verification or simulation using finite element methods [FEM] or finite difference methods [FDM]
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Computer Hardware Design (AREA)
- Evolutionary Computation (AREA)
- Geometry (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
The invention relates to a two-dimensional dispersive medium Crank-Nicolson complete matching layer implementation algorithm based on a DG algorithm and belongs to the technical field of numerical simulation.The method aims at reducing a two-dimensional dispersive medium FDTD computational domain and simulating limited memory space of a computer into infinite space.The implementation algorithm is technically characterized in that in the process that a two-dimensional modified Maxwell equation with plural stretching coordinate variables is converted into the time domain finite difference from the frequency domain, an auxiliary differential equation method is utilized, and based on the Douglas-Gunn (DG) algorithm, an iteration equation with coefficients being block tridiagonal matrixes is approximately decomposed into two iteration equations with coefficients being tridiagonal matrixes, wherein the two iteration equations can be efficiently solved, and therefore computational efficiency is obviously improved.The implementation algorithm has the advantages of achieving unconditional stability, increasing the electromagnetic field computational speed and saving memory.
Description
Technical field
The present invention relates to technical field of value simulation, particularly to one based on Douglas-Gunn
(DG) the two-dimension chromatic dispersion medium Crank-Nicolson completely permutation of algorithm realizes algorithm.
Background technology
Time-domain finite difference (FDTD) widely should as a kind of electromagnetic method that calculates
In the Electromagnetic Simulation of various time domains calculates, such as antenna, radio circuit, optics and half
Conductor etc..FDTD has wide applicability, is suitable for parallel computation, calculation procedure versatility
Etc. feature.
But, along with going deep into and various more and more wide variety of demands of scientific research, it is calculated
Method originally experience Courant Friedrichs Lewy (CFL) the numerical stability conditions restriction lack
Fall into more and more obvious.The suffered numerical stability condition of algorithm itself limits: time during calculating
Between step-length and spatial mesh size must be fulfilled for CFL constraints, i.e.
In formula, Δ t is for calculating time step, and c is the light velocity of FDTD computational fields medium, Δ x,
Δ y and Δ z is three dimensions step-length.In Practical Calculation, spatial spreading step-length and time step
Long relative wavelength and cycle are the least, so will necessarily occur when calculating Electrically large size object
The situation of inadequate resource, the computational efficiency causing FDTD is the lowest.Therefore to eliminate CFL
The restriction of condition, alternating direction implicit (the Alternating Direction of unconditional stability
Implicit, ADI) FDTD method, local one-dimension (Local One Dimension, LOD)
FDTD method and Crane gram Nicholson (Crank-Nicolson, CN) FDTD method
In succession it is suggested.
Although overcoming to a certain extent for ADI-FDTD algorithm and LOD-FDTD algorithm
Stability condition restriction, but the computational accuracy of algorithm is too low, and performance is unsatisfactory, its reason
It is owing to, after time step increases, the numerical dispersion caused increases, and then causes the mistake of algorithm
Difference is bigger.2004, G.Sun et al. used Crank-Nicolson difference scheme to Max
Wei Fangcheng carries out sliding-model control, i.e. CN-FDTD, and algorithm is much larger than in time step value
Stability condition (such as 20 times) remains to keep good lasting accuracy, shows the suitableeest
By property, and CN-FDTD algorithm is a kind of method of easier unconditional stability, will
2 above required in two kinds of algorithms calculating processes are simplified to 1 calculating process, thus significantly
Reducing calculation resources, therefore scholars unanimously think that CN-FDTD has broader development
Prospect.
Due to the restriction in calculator memory space, numerical computations can only be carried out in limited region,
Open or the problem such as the electromagnetic radiation in semi-open region and scattering to be able to simulation, calculating district
Absorbing boundary condition is must be provided with, in order to limited mesh space simulation at the cutoff boundary in territory
Open infinite space, solves the Electromagnetic Wave Propagation in arbitrary medium and various electromagnetic problem.
The completely permutation (Perfectly Matched Layer, PML) proposed by Berenger is mesh
The absorbing boundary condition that front application is wider, PML is it is to be understood that pass through in FDTD region
A kind of special media layer, the wave impedance of this layer of medium and adjacent media wave resistance are set at cutoff boundary
Resist and mate completely, so that incidence wave areflexia ground enters PML layer through interface, PML
Layer is lossy dielectric, finally by electro-magnetic wave absorption.The most conventional PML absorbing boundary is main
There are stretching coordinate transform completely permutation (SC-PML) and unit anisotropy completely permutation
(UPML)。
Owing to the interest of electromagnetic wave with dispersive medium INTERACTION PROBLEMS is continuously increased by people, because of
Further investigation is needed in this CN-FDTD and CN-PML emulation relating to dispersive medium badly.
Summary of the invention
It is an object of the invention to for FDTD algorithm by lacking that CFL stability condition is limited
Fall into, improve the computational efficiency of PML algorithm of dispersive medium and absorption efficiency and propose based on
DG algorithm and Sub-ODE method and the SC-PML algorithm of CN-FDTD.This algorithm
The solution efficiency of CN-FDTD-PML algorithm can be significantly improved.
Two-dimension chromatic dispersion Crank-Nicolson completely permutation based on DG algorithm realizes algorithm,
Comprise the following steps:
Step 1: Maxwell equation in frequency domain is modified to the Mike with stretching coordinate operator
This Wei Fangcheng, and represent in rectangular coordinate system;For dispersive medium item, utilize auxiliary differential
Equation method arranges auxiliary variable;
Step 2: according to the mapping transformation relation of frequency domain and time domain, by two in rectangular coordinate system
Keep in repair positive Maxwell equation and transform to time-domain representation, be simultaneously based on Sub-ODE method
Auxiliary variable is set;
Step 3: time domain expanded form based on Crank-Nicolson Finite Difference Time Domain,
Two dimension Maxwell equation in the rectangular coordinate system of forms of time and space is launched into Fdtd Method
Form, also auxiliary differential equation is transformed to the form of Fdtd Method simultaneously;
Step 4: Finite Difference-Time Domain form-separating is organized into the form solved, result produces one group
The coupling implicit equation in electric field and magnetic field, collated after to obtain coefficient matrix be block tridiagonal matrix
The implicit iterative equation of form;
Step 5: use Crank-Nicolson Douglas-Gunn (CNDG) method, will step
Electric field iterative equation obtained by rapid 4 be approximately decomposed into can with Efficient Solution, coefficient be three right
Two iterative equations of angular moment battle array;
Step 6: utilize the iterative equation obtained by step 5 to solve electric field value, then will solve
The electric field value gone out is updated in the iterative equation in magnetic field, solves magnetic-field component, by solve
Electric field value and magnetic field value are updated in the iterative equation of auxiliary variable, solve the value of auxiliary variable;
Repetition step 6, thus iterative in time.
Use CNDG method can with effectively by coefficient matrix for block tridiagonal matrix form
Electric field iterative equation is approximately decomposed into can with Efficient Solution, coefficient as triple diagonal matrix two
Iterative equation, reduces computation complexity, improves computational efficiency, has guidance meaning to FDTD algorithm
Justice.
Accompanying drawing illustrates:
Fig. 1 is FB(flow block) of the present invention;
Fig. 2 is the time domain that the present invention blocks Debye dispersive medium under the conditions of different CFLN
Relative reflection error characteristics curve;
Fig. 3 is the frequency domain that the present invention blocks Debye dispersive medium under the conditions of different CFLN
Relative reflection error characteristics curve;
Fig. 4 is the present invention when blocking Lorentz dispersive medium under the conditions of different CFLN
Territory relative reflection error characteristics curve;
Fig. 5 is the frequency that the present invention blocks Lorentz dispersive medium under the conditions of different CFLN
Territory relative reflection error characteristics curve.
Detailed description of the invention:
The purport of the present invention is to propose a kind of two-dimension chromatic dispersion medium based on DG algorithm
Crank-Nicolson completely permutation realizes algorithm, utilizes Douglas-Gunn to solve thought pole
The earth improves Electromagnetic Calculation speed.
Embodiment of the present invention is described further in detail below in conjunction with the accompanying drawings.
Fig. 1 is flow chart of the present invention, implements step as follows:
Step 1: Maxwell equation in frequency domain is modified to the Mike with stretching coordinate operator
This Wei Fangcheng, and Maxwell equation revised in frequency domain is represented in rectangular coordinate system;
For dispersive medium item, utilize Sub-ODE method that auxiliary variable is set;TM ripple is online
Property dispersive medium is propagated and can be described as
In formula, c0It is free space propagation velocity of electromagnetic wave, Sη(η=x is y) that PML plural number draws
Stretch coordinate variable.In the case of PML, SηCan be expressed as
In the case of CFS-PML, SηCan be expressed as
In dispersive medium, εr(ω) can be expressed as
In formula, ε∞For radio frequency dielectric constant, σ is electrical conductivity, and χ (ω) is the electric polarization of medium
Rate.
Formula (3) can be expressed as
In formula, PzCan be obtained by following formula
Pz=χ (ω) Ez (8)
Step 2: according to the mapping transformation relation of frequency domain and time domain, by two in rectangular coordinate system
Keep in repair positive Maxwell equation and transform to time-domain representation, be simultaneously based on Sub-ODE method
Auxiliary variable is set, i.e.
In formula, fx、fy、gxAnd gyFor auxiliary variable.
Step 3: time domain expanded form based on Crank-Nicolson Finite Difference Time Domain,
Two dimension Maxwell equation in the rectangular coordinate system of forms of time and space is launched into Fdtd Method
Form, is also transformed to the form of Fdtd Method simultaneously by time domain auxiliary differential equation, utilizes
CN item is by formula (9)-(11) discretization, and can obtain discrete equation is
In formula, (η=x, y) is space cell size to Δ η, and (k=i is j) to calculate list to k
Insertion numerical value between unit, in order to clear, Гη[*] is the shorthand in CN method, as
For simple linear Debye and Lorentz dispersive medium, χ (ω) can be written as
In formula, d0、e0、e1With e2For the coefficient of rational polynominal, formula (8) can be discrete for n+1
Formula of time step
M in formula can be as the switching variable of dispersive medium;Corresponding to Debye and Lorentz look
Dispersion media, m takes 0 and 1 respectively;
Step 4: the form of Fdtd Method is organized into the form solved, result produces one
Group electric field and the coupled wave equation in magnetic field, this is one group of implicit equation, this prescription journey is decoupled, whole
The coefficient electric field implicit iterative equation that the left side is block tridiagonal matrix form is obtained after reason
In formula, D2xIt is defined as
D2yThere is similar definition;ρ is field amount and the shorthand of auxiliary variable known to the n moment,
It is defined as
Step 5: formula (18) remains a more complicated matrix, it is still desirable to the biggest
Amount of calculation, uses CNDG method, adds respectively on the left side of formula (18) and the rightWithArrange
Step 6: utilize the iterative equation obtained by step 5 to solve electric field value, then will solve
The electric field value gone out is updated in the iterative equation in magnetic field, solves magnetic-field component, by solve
Electric field value and magnetic field value are updated in the iterative equation of auxiliary variable, solve the value of auxiliary variable.
Repetition step 6, thus iterative in time.
Fig. 2 is the time domain that the present invention blocks Debye dispersive medium under the conditions of different CFLN
Relative reflection error characteristics curve, Fig. 4 is that the present invention blocks under the conditions of different CFLN
The time domain relative reflection error characteristics curve of Lorentz dispersive medium, the extracting method in order to verify,
Inventive algorithm is programmed, obtains result shown in attached 2 and Fig. 4 by Computer Simulation,
Wherein,In formulaIt is that conventional FDTD algorithm ensure that numerical value
Discrete interval maximum time of stability.As can be seen from Figure, the absorbent properties of CN-PML
Do not change with the increase of CFLN;Fig. 3 is that the present invention blocks under the conditions of different CFLN
The frequency domain relative reflection error characteristics curve of Debye dispersive medium, Fig. 5 is that the present invention is in difference
The frequency domain relative reflection error characteristics curve of Lorentz dispersive medium is blocked under the conditions of CFLN,
Can be seen that PML absorbent properties do not change with the increase of CFLN, illustrate that this algorithm has
Having unconditional stability, simulation process required time is shorter compared with traditional algorithm simulation time.
The foregoing is only presently preferred embodiments of the present invention, be not limiting as the present invention, all at this
Within bright spirit and principle, any modification, equivalent substitution and improvement etc. made, all should wrap
Within being contained in protection scope of the present invention.
Claims (4)
1. two-dimension chromatic dispersion medium Crank-Nicolson completely permutation based on DG algorithm realizes
Algorithm, comprises the following steps:
Step 1: Maxwell equation in frequency domain is modified to the Maxwell with stretching coordinate operator
Equation, and represent in rectangular coordinate system;For dispersive medium item, utilize auxiliary differential equation
Method arranges auxiliary variable;
Step 2: according to the mapping transformation relation of frequency domain and time domain, by two maintenances in rectangular coordinate system
Positive Maxwell equation transforms to time-domain representation, is simultaneously based on Sub-ODE method and arranges
Auxiliary variable;
Step 3: time domain expanded form based on Crank-Nicolson Finite Difference Time Domain, by time
In the rectangular coordinate system of territory form, two dimension Maxwell equation is launched into the shape of Fdtd Method
Formula, is also transformed to the form of Fdtd Method simultaneously by auxiliary differential equation;
Step 4: Finite Difference-Time Domain form-separating is organized into the form solved, result produces one group of electric field
With the coupling implicit equation in magnetic field, collated after to obtain coefficient matrix be block tridiagonal matrix form
Implicit iterative equation;
Step 5: use Crank-Nicolson Douglas-Gunn method, by the electricity obtained by step 4
Iterative equation be approximately decomposed into can with Efficient Solution, coefficient as triple diagonal matrix two repeatedly
For equation;
Step 6: utilize the iterative equation obtained by step 5 to solve electric field value, then will solve
Electric field value is updated in the iterative equation in magnetic field, solves magnetic-field component, the electric field that will solve
Value and magnetic field value are updated in the iterative equation of auxiliary variable, solve the value of auxiliary variable;
Repetition step 6, thus iterative in time.
2. complete according to the two-dimension chromatic dispersion medium Crank-Nicolson based on DG algorithm described in right 1
Matching layer realizes algorithm, it is characterised in that: step 2, the Maxwell equation conversion that will revise
To time domain, auxiliary variable f is set simultaneouslyx、fy、gxAnd gy。
3. according to the two-dimension chromatic dispersion medium Crank-Nicolson based on DG algorithm described in right 1
Completely permutation realizes algorithm, it is characterised in that: step 3, based on Crank-Nicolson time domain
The time domain expanded form of finite-difference algorithm
In formula, Γη[*] is the shorthand in CN method, as
4. complete according to the two-dimension chromatic dispersion medium Crank-Nicolson based on DG algorithm described in right 1
Matching layer realizes algorithm, it is characterised in that: step 4, the iterative equation of electric field component is carried out
Arrange, can be to obtain the coefficient electric field implicit iterative equation that the left side is block tridiagonal matrix form
In formula, ρ is field amount and the shorthand of auxiliary variable known to the n moment, is defined as
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201610085015.1A CN105760597A (en) | 2016-02-03 | 2016-02-03 | Two-dimensional dispersive medium Crank-Nicolson complete matching layer implementation algorithm based on DG algorithm |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201610085015.1A CN105760597A (en) | 2016-02-03 | 2016-02-03 | Two-dimensional dispersive medium Crank-Nicolson complete matching layer implementation algorithm based on DG algorithm |
Publications (1)
Publication Number | Publication Date |
---|---|
CN105760597A true CN105760597A (en) | 2016-07-13 |
Family
ID=56330073
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201610085015.1A Pending CN105760597A (en) | 2016-02-03 | 2016-02-03 | Two-dimensional dispersive medium Crank-Nicolson complete matching layer implementation algorithm based on DG algorithm |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN105760597A (en) |
Cited By (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN107368652A (en) * | 2017-03-21 | 2017-11-21 | 天津工业大学 | A kind of completely permutation that plasma is blocked based on CNDG algorithms realizes algorithm |
CN108052738A (en) * | 2017-12-13 | 2018-05-18 | 电子科技大学 | The golden analysis method of high-order part unconditional stability time-discontinuous gal the Liao Dynasty of dispersive medium |
CN113486294A (en) * | 2021-06-28 | 2021-10-08 | 电子科技大学 | Unconditionally stable FDTD algorithm for processing complex dispersion medium |
CN114417667A (en) * | 2022-01-17 | 2022-04-29 | 厦门大学 | Perfect matching layer method of hyperbolic metamaterial based on finite difference time domain |
CN117195650A (en) * | 2023-09-19 | 2023-12-08 | 安徽大学 | FDTD calculation method and system based on high-order matrix index perfect matching layer |
Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104375975A (en) * | 2014-12-01 | 2015-02-25 | 天津工业大学 | One-dimensional vacuum Crank-Nicolson complete matching layer implementation algorithm based on bilinear transformation |
CN104408256A (en) * | 2014-12-01 | 2015-03-11 | 天津工业大学 | Implementation algorithm for truncating one dimensional Debye medium Crank-Nicolson perfectly matched layer |
-
2016
- 2016-02-03 CN CN201610085015.1A patent/CN105760597A/en active Pending
Patent Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104375975A (en) * | 2014-12-01 | 2015-02-25 | 天津工业大学 | One-dimensional vacuum Crank-Nicolson complete matching layer implementation algorithm based on bilinear transformation |
CN104408256A (en) * | 2014-12-01 | 2015-03-11 | 天津工业大学 | Implementation algorithm for truncating one dimensional Debye medium Crank-Nicolson perfectly matched layer |
Non-Patent Citations (4)
Title |
---|
JIANXIONG LI 等: "Effective CNAD- and ADE-Based CFS-PML Formulations for Truncating the Dispersive FDTD Domains", 《ANTENNAS AND WIRELESS PROPAGATION LETTERS》 * |
JIANXIONG LI 等: "Efficient FDTD Implementation of the ADE-Based CN-PML for the Two-Dimensional TMz Waves", 《ACES JOURNAL》 * |
JIANXIONG LI 等: "Z-transform for unconditional stable Crank-Nicolson FDTD implementation of SC-PML for dispersive Debye media", 《ELECTRONICS LETTERS》 * |
NAIXING FENG 等: "Unsplit-Field Implementation of the Higher-Order PML using Z-Transform Method and D-B Formulation for Arbitrary Media", 《ACES JOURNAL》 * |
Cited By (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN107368652A (en) * | 2017-03-21 | 2017-11-21 | 天津工业大学 | A kind of completely permutation that plasma is blocked based on CNDG algorithms realizes algorithm |
CN108052738A (en) * | 2017-12-13 | 2018-05-18 | 电子科技大学 | The golden analysis method of high-order part unconditional stability time-discontinuous gal the Liao Dynasty of dispersive medium |
CN108052738B (en) * | 2017-12-13 | 2021-10-15 | 电子科技大学 | High-order local unconditionally stable time domain discontinuous Galerkin analysis method for dispersion medium |
CN113486294A (en) * | 2021-06-28 | 2021-10-08 | 电子科技大学 | Unconditionally stable FDTD algorithm for processing complex dispersion medium |
CN113486294B (en) * | 2021-06-28 | 2023-05-09 | 电子科技大学 | Unconditionally stable FDTD algorithm for processing complex dispersive medium |
CN114417667A (en) * | 2022-01-17 | 2022-04-29 | 厦门大学 | Perfect matching layer method of hyperbolic metamaterial based on finite difference time domain |
CN117195650A (en) * | 2023-09-19 | 2023-12-08 | 安徽大学 | FDTD calculation method and system based on high-order matrix index perfect matching layer |
CN117195650B (en) * | 2023-09-19 | 2024-04-05 | 安徽大学 | FDTD calculation method and system based on high-order matrix index perfect matching layer |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN105760597A (en) | Two-dimensional dispersive medium Crank-Nicolson complete matching layer implementation algorithm based on DG algorithm | |
CN104408256A (en) | Implementation algorithm for truncating one dimensional Debye medium Crank-Nicolson perfectly matched layer | |
CN104375975A (en) | One-dimensional vacuum Crank-Nicolson complete matching layer implementation algorithm based on bilinear transformation | |
CN105930567B (en) | A kind of Electromagnetic Scattering Characteristics acquisition methods based on subregion Adaptive Integral | |
CN103412989B (en) | 3 D electromagnetic field based on parameterized reduced-order model periodic structure simulation method | |
CN102855631B (en) | Method for extracting visual energy information for image quality evaluation | |
CN102930071A (en) | Three-dimensional electromagnetic field simulation method based on periodic structure of non-matching grid | |
CN102156764A (en) | Multi-resolution precondition method for analyzing aerial radiation and electromagnetic scattering | |
CN108305297A (en) | A kind of image processing method based on multidimensional tensor dictionary learning algorithm | |
CN103412988B (en) | 3 D electromagnetic field simulation method based on phase shift reduced-order model periodic structure | |
CN105160115A (en) | Approximation and sensitivity analysis based electromechanical integrated optimization design method for reflector antenna | |
CN105631094A (en) | Piecewise linear cyclic convolution-based one-dimensional left-handed material Crank-Nicolson perfectly matched layer realizing algorithm | |
CN104809343A (en) | Method for realizing perfectly matched layer by using current density convolution in plasma | |
Maruyoshi et al. | Wilson-’t Hooft lines as transfer matrices | |
CN105760596A (en) | Two-dimensional vacuum Crank-Nicolson complete matching layer implementation algorithm based on auxiliary differential equation | |
CN105760595A (en) | Two-dimensional Debye medium and Lorentz medium truncation Crank-Nicolson perfectly matched layer implementation algorithm | |
CN104915935A (en) | Compressed spectral imaging method based on nonlinear compressed sensing and dictionary learning | |
CN105550451A (en) | One-dimension left-handed material Crank-Nicolson perfectly matched layer realizing algorithm based on auxiliary differential equation | |
CN104915326A (en) | Domain decomposition order stepping time domain integration method based on equivalence principle | |
CN106055837A (en) | Model establishment method and system for overhead cable circuit on lossy earth under external-field excitation | |
CN106777472A (en) | The completely permutation implementation method of the reduction errors due based on Laguerre polynomials | |
CN105808504A (en) | Method for realizing perfectly matched layer through auxiliary differential equation in plasma | |
CN107515955A (en) | Based on the EB time domain finite element methods that continuously discontinuous gal the Liao Dynasty gold mixes | |
CN103279612B (en) | The multi grid Preconditioning method of complex target radar return quick obtaining | |
CN105277927A (en) | Time-domain order stepping analysis method for transient electromagnetic property of aircraft fleet |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
WD01 | Invention patent application deemed withdrawn after publication | ||
WD01 | Invention patent application deemed withdrawn after publication |
Application publication date: 20160713 |