Movatterモバイル変換


[0]ホーム

URL:


CN102809980A - Maximum Power Tracking Method Based on Efficient Adaptive Perturbation-and-Observe Method - Google Patents

Maximum Power Tracking Method Based on Efficient Adaptive Perturbation-and-Observe Method
Download PDF

Info

Publication number
CN102809980A
CN102809980ACN2012102705582ACN201210270558ACN102809980ACN 102809980 ACN102809980 ACN 102809980ACN 2012102705582 ACN2012102705582 ACN 2012102705582ACN 201210270558 ACN201210270558 ACN 201210270558ACN 102809980 ACN102809980 ACN 102809980A
Authority
CN
China
Prior art keywords
voltage
photovoltaic array
delta
controller
mppt
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.)
Granted
Application number
CN2012102705582A
Other languages
Chinese (zh)
Other versions
CN102809980B (en
Inventor
赵剑锋
王书征
姚晓君
施超
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.)
Southeast University
Original Assignee
Southeast University
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 Southeast UniversityfiledCriticalSoutheast University
Priority to CN201210270558.2ApriorityCriticalpatent/CN102809980B/en
Publication of CN102809980ApublicationCriticalpatent/CN102809980A/en
Application grantedgrantedCritical
Publication of CN102809980BpublicationCriticalpatent/CN102809980B/en
Expired - Fee Relatedlegal-statusCriticalCurrent
Anticipated expirationlegal-statusCritical

Links

Images

Classifications

Landscapes

Abstract

The invention provides a maximum power point tracking method based on efficient adaptive perturbation and observation. By the aid of the maximum power point tracking method, the problem that the step size used in a traditional perturbation and observation method in the photovoltaic-battery maximum power point tracking technology is difficult to balance, completely adaptive perturbation can be realized, and tracking speed, stability precision and universality of a system are high. The maximum power point tracking method with a basic principle includes that computing continuous output power values of a photovoltaic array according to filtered voltage and current signals; generating error signals according to changes among power signals; generating adaptive perturbation voltage values via a PI (proportional plus integral) controller; and finally generating a reference value of voltage of the photovoltaic array according to the basic principle of perturbation and observation. An error signal of an actual value and the reference value of the voltage of the photovoltaic signal is computed, and a duty cycle signal d required by a DC/DC converter is generated by another PI controller, so that on and off time of each power switch tube of a phase-shift full-bridge converter is controlled, power outputted by the photovoltaic array is adjusted, and the maximum power output point of the photovoltaic array can be tracked.

Description

Maximum power tracking method based on efficient self-adapted disturbance observation
Technical field
The present invention relates to the maximal power tracing technology of photovoltaic array (battery).The present invention relates to photovoltaic power generation grid-connecting or leave the net system.The present invention's design belongs to the maximal power tracing technical field.
Background technology
Problems such as the conventional energy resources shortage of the world today, the deterioration of the ecological environment are increasingly serious.As a kind of clean reproducible energy, photovoltaic generation is for solving energy problem and realizing that effective solution route of human social has worldwide obtained unprecedented opportunity to develop and powerful growth momentum.Yet the photoelectric transformation efficiency of photovoltaic cell is very limited, and itself is a kind of extremely unsettled power supply, and output power receives the influence of external environment (like intensity of illumination, environment temperature etc.) and loading condition easily.For making full use of sun power, improve the efficient of photovoltaic parallel in system, the working control circuit need adopt MPPT maximum power point tracking MPPT maximum power point tracking (Maximum Power Point Tracking, MPPT) technology.
Disturbance observe (Perurbation and Observation, P&O) method since its algorithm succinct, be easy to realize, be most widely used MPPT method in the present reality.But but there is defective in traditional fixed step size disturbance observation: when the disturbance step-length hour, oscillation of power will very little also, but the tracking velocity of system but can not get assurance; When the disturbance step-length becomes big, the tracking velocity of system can improve, and but can cause more high-power vibration simultaneously.So the disturbance observation step sizes of fixed step size is difficult to confirm, and is relatively poor to the adaptability of different system.Therefore; The present invention proposes a kind of efficient self-adapted disturbance observation, this method has solved the problem that traditional disturbance observation step sizes is difficult to weigh, and can obtain more excellent performance, is easy to realize, cost is moderate; And its core algorithm has general applicability, need not preset relevant definite value.Can realize complete self-adaptation disturbance, tracking velocity is fast, stable state accuracy is high, system's highly versatile.
Summary of the invention
Technical matters: a kind of maximum power tracking method that the objective of the invention is to propose photovoltaic array based on efficient self-adapted disturbance observation; Solve the problem that traditional disturbance observation step sizes is difficult to weigh; Can realize complete self-adaptation disturbance; Tracking velocity is fast, stable state accuracy is high, system's highly versatile.
Technical scheme: the maximum power tracking method based on efficient self-adapted disturbance observation of the present invention comprises that step is following:
A, the output voltage U of measuring light photovoltaic array at firstPv(n) and output current IPv(n), the n in the symbol representes the n time sampled result.
B, calculate the photovoltaic array output power P of this time through the filtered voltage of low-pass filter, a current signal thenPv(n)=UPv(n) * IPv(n), go out the self-adaptation disturbed value according to the change calculations between the power signal.Utilize this to change the error signal as closed-loop control system, it is as far as possible little when stable state to control this error, avoids system that overshoot takes place when starting simultaneously, and the oscillation of power when eliminating stable state.
Take a PI controller a to realize above-mentioned control; The PI controller is a pi controller; PI controller a is used as the needed self-adaptation disturbed value of photovoltaic array reference voltage generator, promptly forms error signal △ P through the variation between the continuous power calculation valuePv(n)=PPv(n)-PPv(n-1), produce adaptive disturbance magnitude of voltage through this PI controller again
Δ UPv*(n)=Δ UPv*(n-1)+Kp1[Δ PPv(n)-Δ PPv(n-1)]+Ki1Δ TsΔ PPv(n),KP1, KI1Be respectively ratio and the integration constant of pi regulator a, △ TsBe the SI.
C, produce the reference value U of photovoltaic array voltage through disturbance observation principle*Mppt(n).Determine by following formula:
Umppt*(n)=Umppt*(n-1)+&Delta;Upv*(n),&Delta;Ppv(n)&times;&Delta;Upv(n)>0Umppt*(n-1)-&Delta;Upv*(n),&Delta;Ppv(n)&times;&Delta;Upv(n)<0
In the following formula, U*Mppt(n), U*Mppt(n-) be the photovoltaic array voltage reference value of this perturbation control and the photovoltaic array voltage reference value of perturbation control last time;
Figure BDA00001953838000024
Disturbed value for this perturbation control; △ PPv(n) be this and the changing value of photovoltaic array output power last time; △ UPv(n) be this and the changing value of photovoltaic array output voltage last time.
The actual output voltage of D, photovoltaic array needs accurately to follow the tracks of this reference voltage U*Mppt(n), can realize, calculate the error signal e of photovoltaic array voltage reference value and actual value earlier through another one PI controller bPv(n):
Figure BDA00001953838000025
Produce the DC/DC needed duty cycle signals d of transducer (n): d (n)=d (n-1)+K through PI controller b againP2[ePv(n)-ePv(n-1)]+KI2△ TsePv(n), KP2, KI2Be respectively ratio and the integration constant of pi regulator b; D (n-1) is the duty cycle signals that produced in a last moment; △ TsBe the SI.Control the make-and-break time of switching tube in the DC/DC transducer through control dutycycle d (n).After the dutycycle of DC/DC transducer changed, corresponding variation can take place in the electric current and voltage that photovoltaic array is exported to the DC/DC transducer, thereby has changed the output power and the dc-link capacitance C of photovoltaic arrayDcVoltage, realize the MPPT maximum power point tracking of photovoltaic array.
E, this method comprise like the lower part from view of function altogether: the output voltage of photovoltaic array, current filtering part; Photovoltaic array output power delay link; With photovoltaic array output power changing value is the PI controller a of input; Carry out disturbance according to variable power and observe the link of judging; Carry out voltage-controlled PI controller b according to reference voltage; Suppress the excessive proportional controller of DC bus-bar voltage.
The core concept of F, this method is: be that with traditional fixed step size disturbance observation difference this method does not have fixing disturbance step-length; Thereby but confirm the reference value of output voltage with the change in voltage step-length that the changing value of photovoltaic array output power obtains the disturbance observation through the PI controller, pass through the control dutycycle that the PI controller obtains the DC/DC transducer according to the error of voltage reference value and actual value then.Because adopted the method for variable step, can greatly improve the speed of maximal power tracing and reduce its steady state power vibration, thereby improve the performance of photovoltaic system.
Described photovoltaic array to electrical network or load delivering power, is set DC bus-bar voltage higher limit U through DC/DC transducer and dc-link capacitanceDc_ max, when virtual voltage surpassed the higher limit of setting, difference in magnitude was adjusted the dutycycle of DC/DC transducer through reciprocal regulated quantity of a proportional component output between the two, and it is too high to suppress DC bus-bar voltage, and system is moved continually and steadily.
Described PI controller a and b are made as CVT trigger voltage U with the reference voltage of photovoltaic array earlier in the practical adjustments processPv_ref, at this moment, PI controller a utilizes ratio, the integral coefficient of Ziegler-Nichols method adjustment PI controller b, up to obtaining satisfied output with inoperative; Enable disturbance then and observe algoritic module, and ratio, the integral coefficient of the adjustment PI controller a that uses the same method, finally make The whole control system obtain good output performance.
Beneficial effect: the efficient self-adapted disturbance observation that the present invention proposes has solved the problem that traditional disturbance observation step sizes is difficult to weigh; Can obtain more excellent performance, be easy to realize, cost is moderate; And its core algorithm has general applicability, need not preset relevant definite value.Can realize complete self-adaptation disturbance, tracking velocity is fast, stable state accuracy is high, system's highly versatile.
Description of drawings
Fig. 1 is the control structure block diagram based on the maximum power tracking method of efficient self-adapted disturbance observation;
Fig. 2 is the dynamic tracking process oscillogram of long fixed step size (step-length is 0.2V) disturbance observation;
Fig. 3 is the dynamic tracking process oscillogram of short fixed step size (step-length is 0.05V) disturbance observation;
Fig. 4 is the dynamic tracking process oscillogram of the efficient self-adapted disturbance observation of the present invention's proposition.
Embodiment
The maximum power tracking method of efficient self-adapted disturbance observation of the present invention, its concrete implementation step is following:
1, the output voltage U of measuring light photovoltaic array at firstPv(n) and output current IPv(n), the n in the symbol representes the n time sampled result.
2, calculate the photovoltaic array output power P of this time then through the filtered voltage of low-pass filter, a current signalPv(n)=UPv(n) * IPv(n), go out the self-adaptation disturbed value according to the change calculations between the power signal.Utilize this to change the error signal as closed-loop control system, it is as far as possible little when stable state to control this error, avoids system that overshoot takes place when starting simultaneously, and the oscillation of power when eliminating stable state.
Take a PI controller a to realize above-mentioned control, PI controller a is used as the needed self-adaptation disturbed value of photovoltaic array reference voltage generator, promptly forms error signal △ P through the variation between the continuous power calculation valuePv(n)=PPv(n)-PPv(n-1), produce adaptive disturbance magnitude of voltage through this PI controller again
Figure BDA00001953838000041
&Delta; UPv*(n)=&Delta; UPv*(n-1)+Kp1[&Delta; PPv(n)-&Delta; PPv(n-1)]+Ki1&Delta; Ts&Delta; PPv(n),KP1, KI1Be respectively ratio and the integration constant of pi regulator a, △ TsBe the SI.
3, produce the reference value U of photovoltaic array voltage through disturbance observation principle*Mppt(n).Determine by following formula:
Umppt*(n)=Umppt*(n-1)+&Delta;Upv*(n),&Delta;Ppv(n)&times;&Delta;Upv(n)>0Umppt*(n-1)-&Delta;Upv*(n),&Delta;Ppv(n)&times;&Delta;Upv(n)<0
In the following formula, U*Mppt(n), U*Mppt(n-1) be the photovoltaic array voltage reference value of this perturbation control and the photovoltaic array voltage reference value of perturbation control last time;
Figure BDA00001953838000044
Disturbed value for this perturbation control; △ PPv(n) be this and the changing value of photovoltaic array output power last time; △ UPv(n) be this and the changing value of photovoltaic array output voltage last time.
4, the actual output voltage of photovoltaic array needs accurately to follow the tracks of this reference voltage U*Mppt(n), can realize, calculate the error signal e of photovoltaic array voltage reference value and actual value earlier through another one PI controller bPv(n):
Figure BDA00001953838000045
Produce the DC/DC needed duty cycle signals d of transducer (n): d (n)=d (n-1)+K through PI controller b againP2[ePv(n)-ePv(n-1)]+KI2△ TsePv(n), KP2, KI2Be respectively ratio and the integration constant of pi regulator b, △ TsBe the SI.Control the make-and-break time of switching tube in the DC/DC transducer through control dutycycle d (n).After the dutycycle of DC/DC transducer changed, corresponding variation can take place in the electric current and voltage that photovoltaic array is exported to the DC/DC transducer, thereby has changed the output power and the dc-link capacitance C of photovoltaic arrayDcVoltage, realize the MPPT maximum power point tracking of photovoltaic array.
5, be connected by dc bus between DC/DC transducer and the DC/AC inverter, realize that through dc-link capacitance power is by the transmission of photovoltaic array to electrical network or load.For guaranteeing the reliability service of system, set DC bus-bar voltage higher limit UDc_ max, when virtual voltage surpassed the higher limit of setting, difference in magnitude was adjusted the dutycycle of DC/DC transducer through reciprocal regulated quantity of a proportional component output between the two, and it is too high to suppress DC bus-bar voltage, and system is moved continually and steadily.
6, described PI controller a and b are made as CVT trigger voltage U with the reference voltage of photovoltaic array earlier in the practical adjustments processPv_ref, at this moment, PI controller a utilizes ratio, the integral coefficient of Ziegler-Nichols method adjustment PI controller b, up to obtaining satisfied output with inoperative; Enable disturbance then and observe algoritic module, and ratio, the integral coefficient of the adjustment PI controller a that uses the same method, finally make The whole control system obtain good output performance.
7, the tracking effect during practical application is as shown in Figure 4; The dynamic tracking effect of the traditional fixed step size disturbance observation when Fig. 2 and Fig. 3 are respectively long step-length with the weak point step-length, wherein UPv, IPv, PPvBe respectively output voltage, output current and the output power of photovoltaic array.Can find out that on scheming the compare disturbance observation of fixed step size of the algorithm that the present invention proposes can improve the speed of power tracking well, reduces the oscillation of power in the tracing process simultaneously, has greatly improved the output performance of photovoltaic system.
8, the above only is the embodiment that the present invention is directed to photovoltaic system, is noted that this method also can be extended to wind-power electricity generation, fuel cell etc. other needs the field of maximal power tracing technology.

Claims (3)

1. maximum power tracking method based on efficient self-adapted disturbance observation is characterized in that its controlled step is following:
A, the output voltage U of measuring light photovoltaic array at firstPv(n) and output current IPv(n), wherein n representes the n time sampled result;
B, calculate the photovoltaic array output power P of this time through the filtered voltage of low-pass filter, a current signal thenPv(n)=UPv(n) * IPv(n); Go out the self-adaptation disturbed value according to the change calculations between the power signal, utilize this to change the error signal as closed-loop control system, it is as far as possible little when stable state to control this error; Avoid system that overshoot takes place when starting simultaneously; And the oscillation of power when eliminating stable state, take a proportional integral PI (Proportional-Integral) controller a to realize above-mentioned control; PI controller a is used as the needed self-adaptation disturbed value of photovoltaic array reference voltage generator, promptly forms error signal △ P through the variation between the continuous power calculation valuePv(n)=PPv(n)-PPv(n-1), produce adaptive disturbance magnitude of voltage through this PI controller a again
Figure FDA00001953837900011
&Delta; UPv*(n)=&Delta; UPv*(n-1)+Kp1[&Delta; PPv(n)-&Delta; PPv(n-1)]+Ki1&Delta; Ts&Delta; PPv(n),KP1, KI1Be respectively ratio and the integration constant of pi regulator a, △ TsBe the SI;
C, produce the reference value U of photovoltaic array voltage through disturbance observation principle*Mppt(n), by following formula decision:
Umppt*(n)=Umppt*(n-1)+&Delta;Upv*(n),&Delta;Ppv(n)&times;&Delta;Upv(n)>0Umppt*(n-1)-&Delta;Upv*(n),&Delta;Ppv(n)&times;&Delta;Upv(n)<0
In the following formula, U*Mppt(n), U*Mppt(n-1) be the photovoltaic array voltage reference value of this perturbation control and the photovoltaic array voltage reference value of perturbation control last time;
Figure FDA00001953837900014
Disturbed value for this perturbation control; △ PPv(n) be this and the changing value of photovoltaic array output power last time; △ UPv(n) be this and the changing value of photovoltaic array output voltage last time;
The actual output voltage of D, photovoltaic array needs accurately to follow the tracks of this reference voltage U*Mppt(n), realize, calculate the error signal e of photovoltaic array voltage reference value and actual value earlier through another one PI controller bPv(n):
Figure FDA00001953837900015
Produce the DC/DC needed duty cycle signals d of transducer (n): d (n)=d (n-1)+K through PI controller b againP2[ePv(n)-ePv(n-1)]+KI2△ TsePv(n), KP2, KI2Be respectively ratio and the integration constant of pi regulator b; D (n-1) is the duty cycle signals that produced in a last moment; △ TsBe the SI.Control the make-and-break time of switching tube in the DC/DC transducer through control dutycycle d (n); After the dutycycle of DC/DC transducer changed, corresponding variation can take place in the electric current and voltage that photovoltaic array is exported to the DC/DC transducer, thereby has changed the output power and the dc-link capacitance C of photovoltaic arrayDcVoltage, realize the MPPT maximum power point tracking of photovoltaic array.
2. maximum power tracking method based on efficient self-adapted disturbance observation as claimed in claim 1; It is characterized in that described photovoltaic array; To electrical network or load delivering power, set DC bus-bar voltage higher limit U through DC/DC transducer and dc-link capacitanceDc_ max, when virtual voltage surpassed the higher limit of setting, difference in magnitude was adjusted the dutycycle of DC/DC transducer through reciprocal regulated quantity of a proportional component output between the two, and it is too high to suppress DC bus-bar voltage, and system is moved continually and steadily.
3. the maximum power tracking method based on efficient self-adapted disturbance observation as claimed in claim 1 is characterized in that described PI controller a and PI controller b, and elder generation is made as CVT trigger voltage U with the reference voltage of photovoltaic array in the practical adjustments processPv_ref, at this moment, PI controller a utilizes ratio, the integral coefficient of Ziegler-Nichols method adjustment PI controller b, up to obtaining satisfied output with inoperative; Enable disturbance then and observe algoritic module, and ratio, the integral coefficient of the adjustment PI controller a that uses the same method, finally make The whole control system obtain good output performance.
CN201210270558.2A2012-07-312012-07-31Maximum power point tracking method based on efficient adaptive perturbation and observationExpired - Fee RelatedCN102809980B (en)

Priority Applications (1)

Application NumberPriority DateFiling DateTitle
CN201210270558.2ACN102809980B (en)2012-07-312012-07-31Maximum power point tracking method based on efficient adaptive perturbation and observation

Applications Claiming Priority (1)

Application NumberPriority DateFiling DateTitle
CN201210270558.2ACN102809980B (en)2012-07-312012-07-31Maximum power point tracking method based on efficient adaptive perturbation and observation

Publications (2)

Publication NumberPublication Date
CN102809980Atrue CN102809980A (en)2012-12-05
CN102809980B CN102809980B (en)2014-01-22

Family

ID=47233694

Family Applications (1)

Application NumberTitlePriority DateFiling Date
CN201210270558.2AExpired - Fee RelatedCN102809980B (en)2012-07-312012-07-31Maximum power point tracking method based on efficient adaptive perturbation and observation

Country Status (1)

CountryLink
CN (1)CN102809980B (en)

Cited By (19)

* Cited by examiner, † Cited by third party
Publication numberPriority datePublication dateAssigneeTitle
CN103280795A (en)*2013-04-272013-09-04嘉善明世电力科技有限公司Direct-current bus photoelectric real-time convergence system and control method
CN103472885A (en)*2013-08-192013-12-25西安理工大学Maximum power-point tracking method applied to multistage-type grid-connected photovoltaic electricity-generating system
CN103529900A (en)*2013-11-042014-01-22苏州大学MPPT calculation strategy and control method and photovoltaic array power generation system
CN103631309A (en)*2013-11-152014-03-12江苏兆伏新能源有限公司MPPT control method for single-stage photovoltaic inverter
CN103744468A (en)*2014-01-092014-04-23华中科技大学Variable-step photovoltaic MPPT (Maximum Power Point Tracking) control method based on angle of contingence
CN103885522A (en)*2014-03-312014-06-25上海电气集团股份有限公司Maximum power tracking method based on direct-current bus voltage control
CN103995559A (en)*2014-04-252014-08-20中国科学院广州能源研究所Constant voltage MPPT control method and system based on environmental parameter model
CN105474499A (en)*2013-08-262016-04-06罗伯特·博世有限公司Method and control device for operating an energy storage unit for a photovoltaic system
CN105759893A (en)*2016-02-262016-07-13西安交通大学Photovoltaic optimization module based on DPP structure and control method thereof
CN106295027A (en)*2016-08-162017-01-04王�锋A kind of modeling method with self adaptation reactance voltage disturbance
WO2018058351A1 (en)*2016-09-282018-04-05Abb Schweiz AgControl system and photovoltaic system and micro-grid using the same and method thereof
CN108282077A (en)*2017-12-232018-07-13浙江正泰电器股份有限公司adaptive PI adjusting method
CN108988620A (en)*2017-06-052018-12-11联合汽车电子有限公司The control method and device of DC/DC converter output ripple
CN109062315A (en)*2018-10-152018-12-21华北水利水电大学A kind of maximum power point tracing method of grid-connected photovoltaic system
CN112366678A (en)*2020-11-132021-02-12株洲国创轨道科技有限公司Power distribution method and system for parallel fuel cell power system
CN114442724A (en)*2021-12-302022-05-06南京航空航天大学Maximum power point tracking method based on photovoltaic cell short-circuit current estimation and disturbance observation
CN115102229A (en)*2022-08-052022-09-23清华四川能源互联网研究院Photovoltaic direct-current off-grid hydrogen production system and control method thereof
CN119209716A (en)*2024-07-162024-12-27威胜能源技术股份有限公司 Photovoltaic inverter control method integrating constant voltage, current limiting and maximum power point tracking
CN119270990A (en)*2024-11-012025-01-07哈尔滨工业大学 A maximum power point tracking control method for photovoltaic power generation system considering time lag

Citations (5)

* Cited by examiner, † Cited by third party
Publication numberPriority datePublication dateAssigneeTitle
CN1797892A (en)*2004-12-302006-07-05中国科学院电工研究所Tracker for maximum power of light-volt electric-power production by solar energy, and control method
WO2012014182A1 (en)*2010-07-302012-02-02Bitron S.P.A.Method and device for maximizing the electrical power produced by a generator, particularly a generator based on a renewable power source
CN102355003A (en)*2011-09-132012-02-15辽宁力迅风电控制系统有限公司Control method and device for single-phase grid-connected photovoltaic power generation system
US20120075898A1 (en)*2010-09-282012-03-29Astec International LimitedPhotovoltaic Power Converters and Closed Loop Maximum Power Point Tracking
CN102611141A (en)*2012-03-302012-07-25南京大学MPPT (maximum power point tracking) control device and method of photovoltaic inverter based on perturbation method

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication numberPriority datePublication dateAssigneeTitle
CN1797892A (en)*2004-12-302006-07-05中国科学院电工研究所Tracker for maximum power of light-volt electric-power production by solar energy, and control method
WO2012014182A1 (en)*2010-07-302012-02-02Bitron S.P.A.Method and device for maximizing the electrical power produced by a generator, particularly a generator based on a renewable power source
US20120075898A1 (en)*2010-09-282012-03-29Astec International LimitedPhotovoltaic Power Converters and Closed Loop Maximum Power Point Tracking
CN102355003A (en)*2011-09-132012-02-15辽宁力迅风电控制系统有限公司Control method and device for single-phase grid-connected photovoltaic power generation system
CN102611141A (en)*2012-03-302012-07-25南京大学MPPT (maximum power point tracking) control device and method of photovoltaic inverter based on perturbation method

Cited By (31)

* Cited by examiner, † Cited by third party
Publication numberPriority datePublication dateAssigneeTitle
CN103280795A (en)*2013-04-272013-09-04嘉善明世电力科技有限公司Direct-current bus photoelectric real-time convergence system and control method
CN103472885A (en)*2013-08-192013-12-25西安理工大学Maximum power-point tracking method applied to multistage-type grid-connected photovoltaic electricity-generating system
CN105474499A (en)*2013-08-262016-04-06罗伯特·博世有限公司Method and control device for operating an energy storage unit for a photovoltaic system
CN103529900A (en)*2013-11-042014-01-22苏州大学MPPT calculation strategy and control method and photovoltaic array power generation system
CN103631309B (en)*2013-11-152015-11-04江苏兆伏新能源有限公司The MPPT control method of single-stage photovoltaic inverter
CN103631309A (en)*2013-11-152014-03-12江苏兆伏新能源有限公司MPPT control method for single-stage photovoltaic inverter
CN103744468B (en)*2014-01-092015-12-09华中科技大学 A variable step size photovoltaic MPPT control method based on tangent angle
CN103744468A (en)*2014-01-092014-04-23华中科技大学Variable-step photovoltaic MPPT (Maximum Power Point Tracking) control method based on angle of contingence
CN103885522A (en)*2014-03-312014-06-25上海电气集团股份有限公司Maximum power tracking method based on direct-current bus voltage control
CN103995559A (en)*2014-04-252014-08-20中国科学院广州能源研究所Constant voltage MPPT control method and system based on environmental parameter model
CN103995559B (en)*2014-04-252015-12-30中国科学院广州能源研究所A kind ofly determine voltage MPPT control method and system based on environment parameter model
CN105759893A (en)*2016-02-262016-07-13西安交通大学Photovoltaic optimization module based on DPP structure and control method thereof
CN106295027A (en)*2016-08-162017-01-04王�锋A kind of modeling method with self adaptation reactance voltage disturbance
CN106295027B (en)*2016-08-162019-08-23郑州伊海电气设备有限公司A kind of modeling method with the disturbance of adaptive reactance voltage
CN109478786A (en)*2016-09-282019-03-15Abb瑞士股份有限公司 Control system and method thereof, and photovoltaic system and microgrid using the same
WO2018058351A1 (en)*2016-09-282018-04-05Abb Schweiz AgControl system and photovoltaic system and micro-grid using the same and method thereof
US11075522B2 (en)2016-09-282021-07-27Abb Schweiz AgControl system and photovoltaic system and micro-grid using the same and method thereof
CN108988620B (en)*2017-06-052021-02-19联合汽车电子有限公司Method and device for controlling output ripple of DC/DC converter
CN108988620A (en)*2017-06-052018-12-11联合汽车电子有限公司The control method and device of DC/DC converter output ripple
CN108282077B (en)*2017-12-232020-05-22浙江正泰电器股份有限公司Self-adaptive PI (proportional integral) adjusting method
CN108282077A (en)*2017-12-232018-07-13浙江正泰电器股份有限公司adaptive PI adjusting method
CN109062315A (en)*2018-10-152018-12-21华北水利水电大学A kind of maximum power point tracing method of grid-connected photovoltaic system
CN112366678A (en)*2020-11-132021-02-12株洲国创轨道科技有限公司Power distribution method and system for parallel fuel cell power system
CN112366678B (en)*2020-11-132022-10-11株洲国创轨道科技有限公司Power distribution method and system for parallel fuel cell power system
CN114442724B (en)*2021-12-302023-03-17南京航空航天大学Maximum power point tracking method based on photovoltaic cell short-circuit current estimation and disturbance observation
CN114442724A (en)*2021-12-302022-05-06南京航空航天大学Maximum power point tracking method based on photovoltaic cell short-circuit current estimation and disturbance observation
CN115102229A (en)*2022-08-052022-09-23清华四川能源互联网研究院Photovoltaic direct-current off-grid hydrogen production system and control method thereof
CN119209716A (en)*2024-07-162024-12-27威胜能源技术股份有限公司 Photovoltaic inverter control method integrating constant voltage, current limiting and maximum power point tracking
CN119209716B (en)*2024-07-162025-09-19威胜能源技术股份有限公司Photovoltaic inverter control method integrating constant voltage, current limiting and maximum power point tracking
CN119270990A (en)*2024-11-012025-01-07哈尔滨工业大学 A maximum power point tracking control method for photovoltaic power generation system considering time lag
CN119270990B (en)*2024-11-012025-08-12哈尔滨工业大学 A maximum power point tracking control method for photovoltaic power generation system considering time delay

Also Published As

Publication numberPublication date
CN102809980B (en)2014-01-22

Similar Documents

PublicationPublication DateTitle
CN102809980A (en) Maximum Power Tracking Method Based on Efficient Adaptive Perturbation-and-Observe Method
CN102088256B (en)Tracking control method for maximum power point of photovoltaic cell
CN103019294B (en)Maximum power point tracking (MPPT) method of self-adaption disturbance frequency and step
CN104102270A (en)Maximum power point tracking method and device, as well as photovoltaic power generation system
CN103472885B (en)Be applied to the maximum power point tracking method of multi-stag grid-connected photovoltaic system
CN102436285A (en)Maximum power point tracking method and device of photovoltaic array
CN101478235A (en)Control circuit for non-isolation type bidirectional DC/DC converter and control method thereof
CN103455081B (en)Based on the maximum power point tracing method that disturbance is observed
CN102118122B (en)Method for realizing maximum power point tracking, generating module, control module and system
Irmak et al.Application of a high efficient voltage regulation system with MPPT algorithm
CN102231534A (en)Two-stage single-phase photovoltaic grid-connected system and control method thereof adopting DC side voltage sensor-free control strategy
CN109066777A (en)Photovoltaic power generation grid-connecting output power control method
CN104571256A (en)Photovoltaic power extreme value searching system and method considering illumination change
Patra et al.Assessing stability in renewable microgrid using a novel-optimized controller for PV-battery based micro grid with OPAL-RT based real-time validation
Huang et al.Solving Power Supply Stability Issues in Remote Agricultural Areas Based on an Improved Sliding-Mode Active Disturbance Rejection Control Method.
Guo et al.Research on power load flow calculation for photovoltaic-ship power system based on PSAT
Tasooji et al.Model predictive controller as a robust algorithm for maximum power point tracking
CN104898758A (en)Photovoltaic array maximum power tracing apparatus and method
Nousiainen et al.DC-link voltage control of a single-phase photovoltaic inverter
Pan et al.Research of photovoltaic charging system with maximum power point tracking
Zhang et al.Simulation and Analysis of Power-point Tracking via Photovoltaic Sensors.
Sun et al.Research of kind of variable step size perturbation and observation MPPT based on power prediction
Shi et al.Perturbation Observation Method Based on Fractional Order PID and Extended State Observer
CN105610186B (en)A kind of grid-connected control method with line voltage enabling capabilities
Kanase et al.Energy Management Using Smart Inverter

Legal Events

DateCodeTitleDescription
C06Publication
PB01Publication
C10Entry into substantive examination
SE01Entry into force of request for substantive examination
C14Grant of patent or utility model
GR01Patent grant
CF01Termination of patent right due to non-payment of annual fee
CF01Termination of patent right due to non-payment of annual fee

Granted publication date:20140122


[8]ページ先頭

©2009-2025 Movatter.jp