CN102315644B - Self-adaptive delay feedback static bifurcation control system and control method thereof - Google Patents

Self-adaptive delay feedback static bifurcation control system and control method thereof Download PDF

Info

Publication number
CN102315644B
CN102315644B CN2011102659166A CN201110265916A CN102315644B CN 102315644 B CN102315644 B CN 102315644B CN 2011102659166 A CN2011102659166 A CN 2011102659166A CN 201110265916 A CN201110265916 A CN 201110265916A CN 102315644 B CN102315644 B CN 102315644B
Authority
CN
China
Prior art keywords
module
time
bifurcation
delay
adaptive
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.)
Expired - Fee Related
Application number
CN2011102659166A
Other languages
Chinese (zh)
Other versions
CN102315644A (en
Inventor
马幼捷
刘进华
周雪松
李季
于阳
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Tianjin University of Technology
Original Assignee
Tianjin University of Technology
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Tianjin University of Technology filed Critical Tianjin University of Technology
Priority to CN2011102659166A priority Critical patent/CN102315644B/en
Publication of CN102315644A publication Critical patent/CN102315644A/en
Application granted granted Critical
Publication of CN102315644B publication Critical patent/CN102315644B/en
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Landscapes

  • Feedback Control In General (AREA)

Abstract

The invention discloses a self-adaptive delay feedback static bifurcation control system, which comprises a voltage measuring module, a delay module, a self-adaptive module, an addition module and an amplifying module. The control method of the self-adaptive delay feedback static bifurcation control system comprises the steps of equivalent calculation, voltage measurement, delay calculation, addition calculation, signal amplification and control signal output. The self-adaptive delay feedback static bifurcation control system and the control method thereof have the advantages that: (1) the static bifurcation of a simple power system specified by the invention can be eliminated and no new bifurcation is introduced while the bifurcation of an original system is eliminated; (2) a saddle node bifurcation controller is designed by adopting a linear feedback control law, the change range of parameters is not needed to be determined, favorable control effect is achieved, and the circuit design and the method are simple and are easy to realize; and (3) a control algorithm is easy for realization of the circuit.

Description

A kind of adaptive delay feedback static BIFURCATION CONTROL system and control method thereof
(1) technical field:
The present invention relates to field of power system control, especially a kind of adaptive delay feedback static BIFURCATION CONTROL system and control method thereof.
(2) background technology:
The conventional electric power system is a nonlinear dynamical system, in recent years, due to the impact that is subject to the many factors such as environment and relieving control, the running status of electric power system is increasingly severe, nonlinear problem causes people's attention gradually, therefore in order to ensure the fail safe of electric power system, must searching can analyze and control the new method of nonlinear problem, so some research workers target diversion bifurcation theory.
The external manifestation of Voltage Instability is significantly to fall vibration unstability or the moment of amplitude, unstability can be thought the nonlinear dynamic system of containing parameter, when continuous parameters changes and pass through a certain critical value, when the qualitative condition of system (number of balance point, stability etc.) occurs to change suddenly, the inevitable outcome that dynamical system occurs, the main Study system of bifurcation theory changes the change procedure of the Structure and stability of the solution that causes with parameter, can better disclose Voltage Instability mechanism.The final purpose of carrying out Bifurcation is the Bifurcation Characteristics that controller of design and corresponding algorithm thereof are revised electric power system, enlarges the safe and stable operation territory of electric power system, remains the stability of electric power system.Typical electric power system BIFURCATION CONTROL target comprises: the intrinsic fork that postpones or eliminate electric power system; Under parameter value given in advance, introduce new fork to eliminate original fork; Change the parameter of existing bifurcation point to increase the stability margin of system; Revise shape and the type of fork chain, obtain the chance of effective control measure; Calm Bifurcation Solutions and fork branch are with the good dynamic stability quality of keeping system; Supervision enters the possibility of chaos state by amplitude, frequency and the tuple of the limit cycle that fork causes with the elimination system; Near the operation characteristic of optimization system bifurcation point and the combination of above-mentioned each target.
BIFURCATION CONTROL method commonly used mainly contains at present: by linearity or Based on Nonlinear State Feedback, at the system parameter values place of expectation, produce fork, thereby postpone the appearance of bifurcation, or produce new fork; Utilize the wash-out filter at the system parameter values place of expectation, to produce fork in conjunction with Linear State Feedback, utilize Based on Nonlinear State Feedback to change the type of fork.These BIFURCATION CONTROL methods can postpone the appearance of fork, enlarge the scope of system stable operation, might not eliminate bifurcation, design with Time Controller is also relevant with system parameter values, therefore only have and determine when the excursion of parameter, and when parameter was known, these controllers just can be guaranteed the stability of system.
(3) summary of the invention:
The object of the present invention is to provide a kind of adaptive delay feedback static BIFURCATION CONTROL system and control method thereof, it can overcome the deficiencies in the prior art, it is a kind of simple in structure, control method convenience, the system of easy operating, not only the control time can be reduced, can also effectively to the parameter of system state variables and system, control, eliminate bifurcation and not introducing on new bifurcation basis.
Technical scheme of the present invention: a kind of adaptive delay feedback static BIFURCATION CONTROL system, comprise by two generator bus, the electric power system that load bus and excitation generator form, it is characterized in that it comprises voltage measurement module, time delay module, adaptation module, addition module and amplification module; Wherein, the input of described voltage measurement module gathers the load bus nodes voltage signal in electric power system, and its output connects respectively the input of addition module and the input of time delay module; Described time delay module is two-way with adaptation module and is connected, and its output is connected with the input of addition module; The input of described adaptation module gathers the load bus nodes voltage signal in electric power system; The output of described addition module is connected with the input of amplification module; Described amplification module is two-way with adaptation module and is connected, and its output is connected with the input that the generator excitation in electric power system is controlled.
Described addition module adopts 32 addition module ADDER32B.Vhd.
Described amplification module adopts high input impedance operational amplifier CA3130.
Described adaptation module adopts the dsp chip TMS320F2812 of TI company.
A kind of control method of adaptive delay feedback static BIFURCATION CONTROL system is characterized in that it comprises the following steps:
1. according to electric power system equivalent calculation method, the bus of a generator in electric power system is processed into to lax bus, this moment, system equation was:
δ . m = ω M ω . = - Dω + P m + V m V Y m sin ( δ - δ m - θ m ) + V m 2 Y m sin θ m k qω δ . = - k qV V - k qV 2 V 2 + Q - Q 0 - Q 1 T K qω k pV V . = k pω k qV 2 V 2 + ( k pω k qV - k qω k pV ) V + k pω ( Q 0 + Q 1 - Q ) - k qω ( P 0 + P 1 - P )
In formula, M, D and P mBe respectively inertia constant, damping coefficient and the mechanical output of generator, δ m, ω is respectively angle and the angular speed of generator, δ, V are respectively angle and the amplitude of load voltage, the capacitor on the load bus belongs to the part of constant-impedance load, P 0, Q 0Permanent active power and the reactive power of motor; P 1And Q 1It is permanent P-Q load;
2. by voltage measurement module, measured the voltage V (t) of load bus in electric power system;
3. by adaptation module, gather the load bus nodes voltage signal signal in electric power system, utilize the adaptive delay feedback control law to calculate delay time T to time delay module, by time delay module, obtain the voltage quantities V that the delayed time is τ (t-τ);
The voltage quantities V that 4. will be recorded by addition module (t) and the voltage quantities V after time delay (t-τ) superpose, and the voltage after superposeing flows to amplification module;
5. the Time-delayed Feedback signal of amplification module output in 4. by step amplifies, and obtains:
F(t)=K(V(t-τ)-V(t))=KD(t)
Wherein K is the adaptive gain coefficient, and τ is the adaptive delay time;
6. the voltage signal after amplifying flows to the input that the generators in power systems excitation is controlled again.
The described step 3. acquiring method of middle delay time T is:
(1) choosing delay time τ is the time interval between the individual peak value of arbitrary neighborhood (k-1) on measured state variable time history curve
τ=Δt (n) max=t (n) max-t (n-k) max
(2) along with constantly applying of controlling, this time interval also equals a constant, the i.e. cycle of periodic orbit gradually.
The described step 5. acquiring method of middle adaptive gain coefficient is:
(1) definition moment t nThe localized variation rate of Time-delayed Feedback time be,
λ ( t n ) = log | Δ t ( n ) max Δ t ( n - 1 ) max |
The delayed feedback signal of the adaptive gain coefficient in this moment and amplification is:
K ( t n ) = K ( t n - 1 ) 1 - tanh ( σλ ( t n ) )
F(t n)=K(t n)(x(t n-Δt (n) max)-(x(t n))
Wherein, K (t N-1) be the gain coefficient of a upper time period, when σ → 0, the adaptive delay feedback just degenerates to the form in original Time-delayed Feedback method, and σ>0 is a decimal, to all time, σ λ drops in the range of linearity of function tanh.
Operation principle of the present invention:
If non linear system is
x . = f ( x , μ )
In formula, x ∈ R nFor state variable, For variable system parameters,
F:R n* J → R nUnique smooth Nonlinear Mapping.
By it at balance point x 0Place's linearisation, obtain its approximately linear system and be
x . = A ( μ ) x
A in formula (μ) is that f (x, μ) is at (x 0, the Jacobian matrix of μ) locating.
This linearized system is carried out to the adaptive delay FEEDBACK CONTROL, and controlled system is:
x . = A ( μ ) x + F ( t )
F(t)=K(x(t-τ)-x(t))=KD(t)
Wherein K is the adaptive gain coefficient, and τ is the adaptive delay time, but x is an examining system state variable,
In whole control procedure, Time-delayed Feedback time and feedback gain are all automatically to select according to the Transient Dynamics behavior of system, have the characteristics of adaptivity.
Superiority of the present invention is: (1) can eliminate the quiet fork of the specific simple power system of the present invention, and does not introduce new fork when eliminating the original system fork; (2) adopt linear Feedback Control to restrain to design the Saddle-Node Bifurcation Control device, need not determine the excursion of parameter, controls effectively, circuit design and method are simple and be easy to realization; (3) control algolithm is easy to the circuit realization.
(4) accompanying drawing explanation:
Fig. 1 is the overall structure block diagram of the related a kind of adaptive delay feedback static BIFURCATION CONTROL system of the present invention;
Fig. 2 is the equivalent circuit diagram of electric power system in the related a kind of adaptive delay feedback static BIFURCATION CONTROL system of the present invention;
Fig. 3 is the control principle drawing of adaptation module in the related a kind of adaptive delay feedback static BIFURCATION CONTROL system of the present invention.
(5) embodiment:
Embodiment: a kind of adaptive delay feedback static BIFURCATION CONTROL system (seeing Fig. 1), comprise by two generator bus, the electric power system that load bus and excitation generator form, it is characterized in that it comprises voltage measurement module, time delay module, adaptation module, addition module and amplification module; Wherein, the input of described voltage measurement module gathers the load bus nodes voltage signal in electric power system, and its output connects respectively the input of addition module and the input of time delay module; Described time delay module is two-way with adaptation module and is connected, and its output is connected with the input of addition module; The input of described adaptation module gathers the load bus nodes voltage signal in electric power system; The output of described addition module is connected with the input of amplification module; Described amplification module is two-way with adaptation module and is connected, and its output is connected with the input that the generator excitation in electric power system is controlled.
Described addition module adopts 32 addition module ADDER32B.Vhd (seeing Fig. 1).
Described amplification module adopts high input impedance operational amplifier CA3130 (seeing Fig. 1).
Described adaptation module adopts the dsp chip TMS320F2812 (seeing Fig. 1) of TI company.
A kind of control method of adaptive delay feedback static BIFURCATION CONTROL system is characterized in that it comprises the following steps:
1. according to electric power system equivalent calculation method, the bus of a generator in electric power system (seeing Fig. 2) is processed into to lax bus, this moment, system equation was:
δ . m = ω M ω . = - Dω + P m + V m V Y m sin ( δ - δ m - θ m ) + V m 2 Y m sin θ m k qω δ . = - k qV V - k qV 2 V 2 + Q - Q 0 - Q 1 T K qω k pV V . = k pω k qV 2 V 2 + ( k pω k qV - k qω k pV ) V + k pω ( Q 0 + Q 1 - Q ) - k qω ( P 0 + P 1 - P )
In formula, M, D and P mBe respectively inertia constant, damping coefficient and the mechanical output of generator, δ m, ω is respectively angle and the angular speed of generator, δ, V are respectively angle and the amplitude of load voltage, the capacitor on the load bus belongs to the part of constant-impedance load, P 0, Q 0Permanent active power and the reactive power of motor; P 1And Q 1It is permanent P-Q load;
2. by voltage measurement module, measured the voltage V (t) of load bus in electric power system;
3. by adaptation module (seeing Fig. 3), gather the load bus nodes voltage signal signal in electric power system, utilize the adaptive delay feedback control law to calculate delay time T to time delay module, by time delay module, obtain the voltage quantities V that the delayed time is τ (t-τ);
The voltage quantities V that 4. will be recorded by addition module (t) and the voltage quantities V after time delay (t-τ) superpose, and the voltage after superposeing flows to amplification module;
5. the Time-delayed Feedback signal of amplification module output in 4. by step amplifies, and obtains:
F(t)=K(V(t-τ)-V(t))=KD(t)
Wherein K is the adaptive gain coefficient, and τ is the adaptive delay time;
6. the voltage signal after amplifying flows to the input that the generators in power systems excitation is controlled again.
The described step 3. acquiring method of middle delay time T is:
(1) choosing delay time τ is the time interval between the individual peak value of arbitrary neighborhood (k-1) on measured state variable time history curve
τ=Δt (n) max=t (n) max-t (n-k) max
(2) along with constantly applying of controlling, this time interval also equals a constant, the i.e. cycle of periodic orbit gradually.
The described step 5. acquiring method of middle adaptive gain coefficient is:
(1) definition moment t nThe localized variation rate of Time-delayed Feedback time be,
λ ( t n ) = log | Δ t ( n ) max Δ t ( n - 1 ) max |
The delayed feedback signal of the adaptive gain coefficient in this moment and amplification is:
K ( t n ) = K ( t n - 1 ) 1 - tanh ( σλ ( t n ) )
F(t n)=K(t n)(x(t n-Δt (n) max)-(x(t n))
Wherein, K (t N-1) be the gain coefficient of a upper time period, when σ → 0, the adaptive delay feedback just degenerates to the form in original Time-delayed Feedback method, and σ>0 is a decimal, to all time, σ λ drops in the range of linearity of function tanh.

Claims (7)

1. adaptive delay feedback static BIFURCATION CONTROL system, comprise by two generator bus, the electric power system that load bus and excitation generator form, it is characterized in that it comprises voltage measurement module, time delay module, adaptation module, addition module and amplification module; Wherein, the input of described voltage measurement module gathers the load bus nodes voltage signal in electric power system, and its output connects respectively the input of addition module and the input of time delay module; Described time delay module is two-way with adaptation module and is connected, and its output is connected with the input of addition module; The input of described adaptation module gathers the load bus nodes voltage signal in electric power system; The output of described addition module is connected with the input of amplification module; Described amplification module is two-way with adaptation module and is connected, and its output is connected with the input that the generator excitation in electric power system is controlled.
According to claim 1 described in a kind of adaptive delay feedback static BIFURCATION CONTROL system, it is characterized in that described addition module adopts 32 addition module ADDER32B.Vhd.
According to claim 1 described in a kind of adaptive delay feedback static BIFURCATION CONTROL system, it is characterized in that described amplification module adopts high input impedance operational amplifier CA3130.
According to claim 1 described in a kind of adaptive delay feedback static BIFURCATION CONTROL system, it is characterized in that described adaptation module adopts the dsp chip TMS320F2812 of TI company.
5. the control method of an adaptive delay feedback static BIFURCATION CONTROL system is characterized in that it comprises the following steps:
1. according to electric power system equivalent calculation method, the bus of a generator in electric power system is processed into to lax bus, this moment, system equation was:
δ . m = ω M ω . = - Dω + P m + V m V Y m sin ( δ - δ m - θ m ) + V m 2 Y m sin θ m k qω δ . = - k qV V - k qV 2 V 2 + Q - Q 0 - Q 1 T K qω k pV V . = k pω k qV 2 V 2 + ( k pω k qV - k qω k pV ) V + k pω ( Q 0 + Q 1 - Q ) - k qω ( P 0 + P 1 - P )
In formula, M, D and P mBe respectively inertia constant, damping coefficient and the mechanical output of generator, δ m, ω is respectively angle and the angular speed of generator, δ, V are respectively angle and the amplitude of load voltage, the capacitor on the load bus belongs to the part of constant-impedance load, P 0, Q 0Permanent active power and the reactive power of motor; P 1And Q 1It is permanent P-Q load;
2. by voltage measurement module, measured the voltage V (t) of load bus in electric power system;
3. by adaptation module, gather the load bus nodes voltage signal signal in electric power system, utilize the adaptive delay feedback control law to calculate delay time T to time delay module, by time delay module, obtain the voltage quantities V that the delayed time is τ (t-τ);
The voltage quantities V that 4. will be recorded by addition module (t) and the voltage quantities V after time delay (t-τ) superpose, and the voltage after superposeing flows to amplification module;
5. the Time-delayed Feedback signal of amplification module output in 4. by step amplifies, and obtains:
F(t)=K(V(t-τ)-V(t))=KD(t)
Wherein K is the adaptive gain coefficient, and τ is the adaptive delay time;
6. the voltage signal after amplifying flows to the input that the generators in power systems excitation is controlled again.
According to claim 5 described in a kind of control method of adaptive delay feedback static BIFURCATION CONTROL system, it is characterized in that during described step was 3., the acquiring method of delay time T was:
(1) choosing delay time τ is the time interval between the individual peak value of arbitrary neighborhood (k-1) on measured state variable time history curve
τ=Δt (n) max=t (n) max-t (n-k) max
(2) along with constantly applying of controlling, this time interval also equals a constant, the i.e. cycle of periodic orbit gradually.
According to claim 5 described in a kind of control method of adaptive delay feedback static BIFURCATION CONTROL system, it is characterized in that during described step was 5., the acquiring method of adaptive gain coefficient was:
(1) definition moment t nThe localized variation rate of Time-delayed Feedback time be,
λ ( t n ) = log | Δ t ( n ) max Δ t ( n - 1 ) max |
The delayed feedback signal of the adaptive gain coefficient in this moment and amplification is:
K ( t n ) = K ( t n - 1 ) 1 - tanh ( σλ ( t n ) )
F(t n)=K(t n)(x(t n-Δt (n) max)-(x(t n))
Wherein, K (t N-1) be the gain coefficient of a upper time period, when σ → 0, the adaptive delay feedback just degenerates to the form in original Time-delayed Feedback method, and σ>0 is a decimal, to all time, σ λ drops in the range of linearity of function tanh.
CN2011102659166A 2011-09-08 2011-09-08 Self-adaptive delay feedback static bifurcation control system and control method thereof Expired - Fee Related CN102315644B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN2011102659166A CN102315644B (en) 2011-09-08 2011-09-08 Self-adaptive delay feedback static bifurcation control system and control method thereof

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN2011102659166A CN102315644B (en) 2011-09-08 2011-09-08 Self-adaptive delay feedback static bifurcation control system and control method thereof

Publications (2)

Publication Number Publication Date
CN102315644A CN102315644A (en) 2012-01-11
CN102315644B true CN102315644B (en) 2013-11-20

Family

ID=45428546

Family Applications (1)

Application Number Title Priority Date Filing Date
CN2011102659166A Expired - Fee Related CN102315644B (en) 2011-09-08 2011-09-08 Self-adaptive delay feedback static bifurcation control system and control method thereof

Country Status (1)

Country Link
CN (1) CN102315644B (en)

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104808239B (en) * 2015-04-27 2018-02-09 中国海洋石油总公司 A kind of feedback signal amplifier for submarine cable earthquake-capturing operation
CN104934984B (en) * 2015-06-12 2017-05-24 北京交通大学 Low-voltage deloading self-adaption setting method based on PV curve
CN111092479B (en) * 2019-11-20 2021-04-30 武汉船用电力推进装置研究所(中国船舶重工集团公司第七一二研究所) Control method of rectifier generator

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101699759A (en) * 2009-11-09 2010-04-28 天津理工大学 Wind and power integrated rotor excitation control system of double-fed motor based on self interference resistance
CN101877483A (en) * 2010-07-09 2010-11-03 天津理工大学 Linear feedback control-based electric system saddle node bifurcation controller

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20040225866A1 (en) * 2003-05-06 2004-11-11 Williamson David James Branch prediction in a data processing system

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101699759A (en) * 2009-11-09 2010-04-28 天津理工大学 Wind and power integrated rotor excitation control system of double-fed motor based on self interference resistance
CN101877483A (en) * 2010-07-09 2010-11-03 天津理工大学 Linear feedback control-based electric system saddle node bifurcation controller

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
Ma,Youjie 等.Multi-Parameter Static Bifurcation Analysis of Wind Power System Based on Dynamic Model.《ADVANCED SCIENCE LETTERS》.2011,第4卷(第4-5期),全文.
Multi-Parameter Static Bifurcation Analysis of Wind Power System Based on Dynamic Model;Ma,Youjie 等;《ADVANCED SCIENCE LETTERS》;20110531;第4卷(第4-5期);全文 *

Also Published As

Publication number Publication date
CN102315644A (en) 2012-01-11

Similar Documents

Publication Publication Date Title
CN104089270B (en) A kind of generating set boiler load control and optimize Adjustment Tests method
CN101968628A (en) Saturated self-adjusting controller for time-varying delay uncertain system
CN102315644B (en) Self-adaptive delay feedback static bifurcation control system and control method thereof
JP5062325B2 (en) System stabilization device
CN104009734A (en) Gradient variable-step LMS self-adaptation filtering method
CN106970264B (en) Improved phase difference correction method considering power grid frequency change rate
CN101997471B (en) PID prediction function-based excitation control method
Zhou et al. A novel second-order sliding mode control of hybrid fuel cell/super capacitors power system considering the degradation of the fuel cell
Nanaware et al. Modeling of hydraulic turbine and governor for dynamic studies of HPP
CN103256188B (en) A kind of Torsional Vibration Control method of driving chain of wind generating set and device
CN102426293A (en) APF harmonic wave detection system based on nerve network minimum root mean square and detection method thereof
CN101902046B (en) Non-liner switching control method of single-phase shunt active power filter
CN103199546B (en) Optimal secondary regulator of dynamic reactive power compensation device and design method thereof
CN113346561B (en) Stability analysis method for energy storage droop compensation module
CN111273632A (en) SVG controller parameter identification method based on RTDS test data
Wei et al. Analysis and design of DC-DC buck converter with nonlinear adaptive control
Harikrishna et al. A novel approach to dynamic stability enhancement using PID damped fuzzy susceptance controlled SVC
Delassi et al. A novel tilt integral derivative plus second derivative order for load frequency control problem in power system
CN104734160A (en) Electric power system under frequency load shedding method based on load energy
Eisa et al. Dynamical study of a type-3 dfig wind turbine while transitioning from rated speed to rated power
Khayatian et al. Singular perturbation theory in control of nonlinear systems with uncertainties
KR102190672B1 (en) Plant control system, plant control method, and computer-readable medium
CN106451451B (en) A kind of control method of active filter
Popescu et al. Control-based observer for unknown input disturbance estimation in magnetic levitation process
CN101726648A (en) Neuron adaptive harmonic current detection circuit based on low pass filter

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C14 Grant of patent or utility model
GR01 Patent grant
CF01 Termination of patent right due to non-payment of annual fee

Granted publication date: 20131120

Termination date: 20140908

EXPY Termination of patent right or utility model