WO2020073635A1 - 一种基于日累积光照量的植物补光控制方法与系统 - Google Patents
一种基于日累积光照量的植物补光控制方法与系统 Download PDFInfo
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- WO2020073635A1 WO2020073635A1 PCT/CN2019/083616 CN2019083616W WO2020073635A1 WO 2020073635 A1 WO2020073635 A1 WO 2020073635A1 CN 2019083616 W CN2019083616 W CN 2019083616W WO 2020073635 A1 WO2020073635 A1 WO 2020073635A1
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- A—HUMAN NECESSITIES
- A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
- A01G—HORTICULTURE; CULTIVATION OF VEGETABLES, FLOWERS, RICE, FRUIT, VINES, HOPS OR SEAWEED; FORESTRY; WATERING
- A01G7/00—Botany in general
- A01G7/04—Electric or magnetic or acoustic treatment of plants for promoting growth
- A01G7/045—Electric or magnetic or acoustic treatment of plants for promoting growth with electric lighting
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P60/00—Technologies relating to agriculture, livestock or agroalimentary industries
- Y02P60/14—Measures for saving energy, e.g. in green houses
Definitions
- the invention belongs to the technical field of horticultural environment control, and in particular relates to a method and a system for controlling the supplementary light of plants based on daily accumulated light.
- the Chinese patent application with the publication number CN103987170A discloses a method and system for regulating the tomato fill light based on the growth model.
- the LED light source is used for fill light Until the light intensity reaches the light saturation point of tomato leaves.
- Chinese Patent Application Publication No. CN107291126A discloses a method and system for supplementary light control of facilities based on crop demand. By establishing a light demand model for crops at different temperatures and carbon dioxide concentrations, the light intensity value corresponding to the maximum photosynthetic rate of the crop is predicted , Calculate the supplementary light intensity needed by crops, and use PWM digital dimming to control the light intensity of LED light source in real-time feedback.
- the optimal light saturation point and maximum photosynthetic rate in the above two methods are not only related to crop growth stage, temperature and carbon dioxide, but also related to various factors such as variety, relative humidity, nutritional status, etc., using the constructed optimal light saturation point model It is more difficult to adjust the supplementary light with the maximum photosynthetic rate model; and using artificial light source supplementary light to make the crop canopy light intensity reach the light saturation point, that is, when the photosynthetic rate is maximum, the efficiency of the light energy utilization of supplementary light by the crop is extremely low, which will Massive waste of energy.
- Chinese Patent Application Publication No. CN104488582A discloses a method for controlling the dynamic fill light of greenhouse plants.
- the actual fluorescence parameter of the plant is not within a preset threshold interval, the light intensity and light quality of the LED light source are controlled according to the actual fluorescence parameter for fill light .
- chlorophyll fluorescence parameters affected by light intensity and light quality, it is difficult to infer the light intensity and light quality desired plant through chlorophyll fluorescence parameters, and photosynthetic electron fluorescence measured chlorophyll a state of transmission is not representative of photosynthesis fixing CO actual efficiency 2 or actual Photosynthetic efficiency.
- the Chinese patent application with the publication number CN107404787A discloses an LED fill light control system and control method based on actual photosynthetic efficiency, which can adjust the brightness of the LED fill light in real time through PWM digital dimming, thereby regulating the PSII actual photochemical efficiency of plant leaves, Keep it at the set value to achieve the maximum utilization rate of the plant's light on the premise of ensuring the photosynthetic rate.
- the actual photochemical efficiency of PSII in leaves is not only related to the light intensity, but also affected by many factors such as temperature and humidity, leaf nutritional status, etc. The effect of adjusting the actual photochemical efficiency of PSII by light intensity alone needs to be investigated.
- the photosynthetic rate and photon utilization efficiency testing involved in the above-mentioned fill light control method are laboratory-level precision measurements, which cannot achieve dynamic non-destructive testing, and the required information collection device is expensive, making it difficult to apply fill light at the production site. control.
- Real-time control of light intensity requires complex light intensity adjustment devices and specific types of fill light, which greatly increases the complexity and cost of the fill light system, reduces the reliability and versatility of the system, and increases the difficulty of popularization and application.
- the present invention provides a plant supplementary light control method and system based on daily accumulated light amount, which can simultaneously ensure that the plant obtains the light amount required for normal growth while Ensure that the supplementary artificial light can be efficiently used by plants, avoiding waste of energy, and without expensive equipment for precision testing.
- the present invention provides a plant supplementary light control method based on daily accumulated light intensity, including:
- the daily accumulated light amount and light time required by the plants are obtained according to experiments or experience.
- the following table lists the light demand data of some vegetables and flower plants.
- Those skilled in the art should understand that the contribution of the present invention to the prior art does not propose the daily accumulated light amount and time required by different plants.
- the method and system of the present invention relate to the required daily accumulation of the plants
- the amount of light and the time of light are not limited to this. Those skilled in the art can obtain the daily accumulated light amount and light time required by different plants for different objects according to actual needs.
- a light quantum sensor is provided on the leaf crown surface of the plant community or the leaf surface of the main functional leaf to monitor the light intensity obtained by the plant canopy or functional leaf surface.
- inter-plant supplementary light when supplementing light, inter-plant supplementary light, top supplementary light, or a combination of both can be used.
- the light intensity during fill light is affected by factors such as the number of fill lights, luminous efficiency, installation position, etc.
- the light intensity of fill light is fixed and the amount of fill light in each period It is determined by the fixed fill light intensity (light intensity of fill light) multiplied by the fill light time that can be controlled.
- the supplementary light intensity between plants is recommended to be not less than 80 mol / m 2 / s, and / or the top supplementary light intensity is recommended to be not less than 150 mol / m 2 / s.
- the present invention also provides a plant supplementary light control system based on the accumulated daily light amount to implement the aforementioned method.
- the system can reduce the complexity of the fill light control system and improve its reliability and versatility.
- the plant supplementary light control system based on accumulated daily light intensity includes:
- a plant light demand database to store the daily accumulated light amount and suitable light time data required by different plants for the intelligent decision unit to call;
- a light intensity monitoring unit which collects the light intensity of the plant canopy or functional leaves in real time through the optical quantum sensor for use by the intelligent decision unit;
- An intelligent decision-making unit to receive the daily accumulated light amount I d and light time H required by the plants stored in the plant light demand database and the real-time light intensity P (t) monitored by the light intensity monitoring unit, Using one hour as a period, calculate the hourly accumulated light amount I ha (I d / H) required by the plant and the actual received hourly accumulated light amount in each period Calculate the sum of the time accumulated light required by the plants in each period and all previous periods (that is, the end of the nth period n ⁇ I ha ) and the actual received cumulative amount of time accumulated light (that is, ),in case Then it is determined that fill light is needed in the next period and the fill light duration is calculated according to the light intensity P of the fill light, ie And send a control signal to the switch execution unit, otherwise, no fill light is required;
- a switch execution unit according to the control signal issued by the intelligent decision-making unit, to make the action of turning on or off the power of the fill light and control the fill time T of the fill light;
- Fill-in lamp a plant growth lamp that provides photosynthetically effective radiation, and turns on or off under the control of the switch execution unit;
- the plant light demand database, the light intensity monitoring unit, and the switch execution unit are all connected to the intelligent decision-making unit, and the switch execution unit is provided between the intelligent decision-making unit and the fill light to control fill light Turn on or off the lamp power.
- the present invention performs supplementary lighting based on the daily accumulated light amount required by the plant, which can effectively ensure that the plant obtains the required light amount for normal growth.
- the accumulated light amount at each time period is relatively stable, ensuring supplementary artificial light It can be efficiently used by plants to avoid the problem of reduced plant yield and energy waste caused by too little or too much light.
- the present invention can realize dynamic monitoring and feedback control by using only light quantum sensors, by comparing the sum of the actual time accumulated light amount obtained by plants with the sum of the required time accumulated light amount in each time period and all previous periods, Control the lighting time of the fill light or the number of lights, and then effectively control the amount of fill light.
- the system is simple and reliable, with strong versatility. It is suitable for controlling many types of fill light, which can effectively reduce the cost of fill light operation and improve the economy of fill light benefit.
- FIG. 1 is a schematic diagram of a plant supplementary light control method and system based on daily accumulated light amount.
- FIG. 2 is the light intensity of tomato canopy monitored by the system in Example 1 of the present invention.
- FIG. 3 is a schematic diagram of accumulated light amount when the tomato canopy is received in Example 1 of the present invention.
- FIG. 4 is the light intensity of cucumber canopy monitored by the system in Example 2 of the present invention.
- FIG. 5 is a schematic diagram of accumulated light amount when the cucumber canopy is received in Example 2 of the present invention.
- Example 6 is a schematic diagram of the effect of supplementary light on cucumber yield in Example 2 of the present invention.
- the plant supplementary light control system based on the cumulative daily light amount used in the following embodiments is shown in FIG. 1 and includes: a plant light demand database 101, a light intensity monitoring unit 102, an intelligent decision unit 103, a switch execution unit 104, and a fill light 105 .
- the plant light requirement database 101 stores daily accumulated light amount and suitable light time data required by different plants.
- the light intensity monitoring unit 102 collects light intensity data of the plant canopy or functional leaf surface, and its light quantum sensor is placed at the plant canopy or functional leaf surface, so that it can fully reflect the change of the light intensity received by the plant.
- the intelligent decision-making unit 103 calculates the average hourly accumulated light quantity of the plant based on the daily accumulated light quantity and the appropriate light time data provided by the plant light demand database 101, and calculates the plants in each period according to the light intensity data monitored by the light intensity monitoring unit 102 According to the difference between the sum of the time accumulated light required by the plants and the sum of the actual time accumulated light received by the plants in each period and all periods before, determine whether supplementary light is needed and the calculated supplement Light time, and send a signal to the switch execution unit 104 to turn on or off the fill lamp 105.
- the tomatoes (Fengshou (74-560), Rexwand Seed Company of the Netherlands) cultivated in a multi-span greenhouse in Beijing Xiaotangshan National Agricultural Science and Technology Demonstration Park were used as experimental objects, and the system described in the invention was used to supplement Light regulation and control, and select the fill light data on December 25, 2017 to explain the system fill light effect.
- the tomatoes were planted in the greenhouse on September 11, 2017, and the ridges were ridged from north to south, with two rows in each ridge staggered, with a plant spacing of 25 cm and a row spacing of 50 cm.
- the planting density was about 6 plants / m 2 .
- Tomato is in the fruiting period, and the required daily accumulated light intensity is not less than 14.4mol / m 2 / d, the light time is 16h / d, and the calculated required accumulated light intensity is 0.9mol / m 2 / h.
- 7 o'clock is the first hour
- 22 o'clock is the 16th hour.
- the light intensity of the tomato canopy collected by the light quantum sensor installed on the leaf crown surface of the tomato community ( Figure 2) Calculate the actual cumulative sunlight amount received by the tomato canopy in each period ( Figure 3), when the sum of the actual cumulative sunlight amount received by the tomato in a certain period and all previous periods is less than the required cumulative amount of time
- fill light starts in the next period.
- the fill light uses a white LED plant growth lamp (the ratio of red light to blue light is 0.9), which is located above the tomato canopy, and its height from the canopy can be adjusted.
- the fill light intensity at the canopy is 250mol / m 2 / s ,
- the time that the fill light is turned on within each hour is expressed as follows:
- a portable photosynthesis instrument (LI-6400, LI-COR, USA) was used to measure the photosynthetic characteristics such as net photosynthetic rate, stomatal conductance, intercellular CO 2 concentration, transpiration rate, etc. Filled tomato leaves are used as a control, and the difference between the two is tested for significance. The results are shown in the following table:
- the net photosynthetic rate and stomatal conductance of tomato leaves receiving supplementary light were significantly greater than those of tomato leaves without supplementary light, but the difference between the intercellular CO 2 concentration and transpiration rate of the two was not significant, indicating that supplementary light effectively promoted the tomato leaves.
- the open stomata significantly increased the net photosynthetic rate of tomato leaves.
- this supplementary light method was used to regulate and control the supplementary light of the cultivated cucumbers.
- the conventional supplementary light method was used as a comparison, and the non- supplementary light treatment was used as a control.
- Three-leaf one-hearted cucumber seedlings (Xia Zhiguang (22-35), Dutch Rexwand Seed Company) were planted in the greenhouse on February 10, 2018, with ridges running from north to south, two rows per ridge, two rows staggered, plant spacing 25cm, row spacing 50cm, planting density is about 6 plants / m 2 .
- the method of controlling the fill light of this system Take April 12, 2018 as an example, the cucumber is in the fruiting period, the required daily accumulated light is not less than 11.5mol / m 2 / d, the light time is 16h / d, and the required The cumulative light intensity is 0.72mol / m 2 / h.
- the light intensity of the cucumber canopy collected by the light quantum sensor installed on the leaf crown surface of the cucumber community according to the light intensity monitoring unit at 6 o'clock at sunrise, with 6 o'clock as the first hour and 21 o'clock as the 16th hour ( Figure 4) Calculate the actual cumulative sunlight amount received by the cucumber canopy in each period ( Figure 5), when the sum of the actual cumulative sunlight amount received by the cucumber in a certain period and all previous periods is less than the required cumulative light amount At the time of the sum, fill light starts in the next period.
- the fill light uses red and white LED plant growth lights (the ratio of red light to blue light is 1.2), and the fill light intensity in the cucumber canopy is 200mol / m 2 / s, each The time that the fill light is turned on within an hour is as follows:
- Timed fill light control method use red and white LED plant growth lights (the ratio of red light to blue light is 1.2) to fill light, the fill light intensity in the cucumber canopy is 200mol / m 2 / s, at 6: 00-9 every day It opens during two time periods: 00 and 17: 00-22: 00, and fills in 8 hours a day.
- the photosynthetic characteristic indexes such as net photosynthetic rate, stomatal conductance, intercellular CO 2 concentration and transpiration rate of cucumber leaves were measured using a portable photosynthesis instrument (LI-6400, American LI-COR Company). The results are shown in the following table.
- Filling light can significantly increase the net photosynthetic rate of cucumber leaves, and the net photosynthetic rate of cucumber leaves using this system to fill light is significantly higher than that of cucumber leaves using timing fill light.
- the invention fills light in different periods, which can effectively ensure that the plant obtains the light amount required for normal growth, ensures that the supplementary artificial light can be efficiently used by the plant, and avoids causing too little or too much light Plant yields and energy waste.
- the invention can realize dynamic monitoring and feedback control by using only light quantum sensors, and control the fill light by comparing the sum of the actual accumulated hours of light obtained by the plants with the sum of the required accumulated hours of light in each period and all periods before it
- the lighting time or the number of lights, and then effectively adjust the amount of fill light the system is simple and reliable, strong versatility, suitable for controlling many types of fill light, can effectively reduce the cost of fill light operation, and improve the economic efficiency of fill light.
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Abstract
Description
时间段 | 8时 | 9时 | 10时 | 11时 | 12时 | 13时 | 14时 | 15时 |
开灯时间(s) | 3600 | 3581 | 3332 | 2676 | 1847 | 1526 | 2318 | 2447 |
时间段 | 16时 | 17时 | 18时 | 19时 | 20时 | 21时 | 22时 | 23时 |
开灯时间(s) | 2653 | 3094 | 3456 | 3598 | 3600 | 3600 | 3600 | 3600 |
时间段 | 7时 | 8时 | 9时 | 10时 | 11时 | 12时 | 13时 | 14时 |
开灯时间(s) | 3595 | 3373 | 3286 | 3092 | 2914 | 2636 | 2423 | 2133 |
时间段 | 15时 | 16时 | 17时 | 18时 | 19时 | 20时 | 21时 | 22时 |
开灯时间(s) | 1673 | 0 | 0 | 396 | 3168 | 3506 | 3600 | 3600 |
Claims (9)
- 一种基于日累积光照量的植物补光控制方法,其特征在于,包括:根据植物所需的日累积光照量和光照时间计算平均每小时所需的时累积光照量;于日出后开始监测植物冠层或功能叶面的光照强度,计算每时段累计接受的实际时累积光照量;当本时段与之前所有时段内获得的实际时累积光照量之和小于对应时段所需的时累积光照量之和时,在下一时段内开启补光,否则不需要补光。
- 根据权利要求1所述的方法,其特征在于,在植物群落的叶冠面或功能叶面设置光量子传感器监测植物冠层或功能叶面的光照强度;以每小时为一时段。
- 根据权利要求1所述的方法,其特征在于,补光时,所需补充的光照量等于植物在本时段与之前所有时段内植物所需的时累积光照量之和减去依据监测结果实际接受的对应时段的时累积光照量之和。
- 根据权利要求3所述的方法,其特征在于,补光时,株间补光的补光强度不低于80μmol/m 2/s,和/或,顶部补光强度不低于150μmol/m 2/s。
- 一种基于日累积光照量的植物补光控制系统,其特征在于,所述系统包括:(1)一植物需光量数据库,以存储不同植物所需的日累积光照量和适宜光照时间数据,供智能决策单元调用;(2)一光照强度监测单元,通过光量子传感器实时采集植物冠层或功能叶面的光照强度,供智能决策单元使用;(3)一智能决策单元,以接收所述植物需光量数据库里存储的植物所需的日累积光照量I d和光照时间H以及所述光照强度监测单元监测的实时光照强度P(t),以一小时为一时段,计算各时段内植物所需的时累积光照量I ha和实际接受的时累积光照量I hi=∫P(t)dt,统计各时段及其之前所有时段内植物所需的时累积光照量之和(即第n个时段末n·I ha)与实际接受的时累积光照量之和(即 ),如果 则判断下一时段需要补光并根据补光灯光照强度P计算补光时长,即 并向开关执行单元发出控制信号,否则,不需要补光;(4)一开关执行单元,根据所述智能决策单元发出的控制信号,做出开通或切断补光灯电源的动作并控制补光灯补光时长T;(5)补光灯,提供光合有效辐射的植物生长灯,在开关执行单元的控制下点亮或熄灭;所述植物需光量数据库、光照强度监测单元、开关执行单元均与所述智能决策单元相连接,所述智能决策单元与所述补光灯之间设置所述开关执行单元,用于控制补光灯电源的开通或切断。
- 根据权利要求5所述的系统,其特征在于,所述系统用于实现权利要求1-4任一项所述的方法,适用于促进植物生长的应用。
- 权利要求1-4任一项所述的方法或权利要求5或6所述的系统在促进植物生长中的应用。
- 权利要求1-4任一项所述的方法或权利要求5或6所述的系统在提高植物的净光合速率中的应用。
- 根据权利要求7或8所述的应用,其特征在于:所述植物为番茄或黄瓜。
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