CN110381645A - Street lamp control system is associated with based on the sensing data that chaos calculates - Google Patents
Street lamp control system is associated with based on the sensing data that chaos calculates Download PDFInfo
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- CN110381645A CN110381645A CN201810324796.4A CN201810324796A CN110381645A CN 110381645 A CN110381645 A CN 110381645A CN 201810324796 A CN201810324796 A CN 201810324796A CN 110381645 A CN110381645 A CN 110381645A
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- H—ELECTRICITY
- H05—ELECTRIC TECHNIQUES NOT OTHERWISE PROVIDED FOR
- H05B—ELECTRIC HEATING; ELECTRIC LIGHT SOURCES NOT OTHERWISE PROVIDED FOR; CIRCUIT ARRANGEMENTS FOR ELECTRIC LIGHT SOURCES, IN GENERAL
- H05B47/00—Circuit arrangements for operating light sources in general, i.e. where the type of light source is not relevant
- H05B47/10—Controlling the light source
- H05B47/105—Controlling the light source in response to determined parameters
- H05B47/11—Controlling the light source in response to determined parameters by determining the brightness or colour temperature of ambient light
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- H—ELECTRICITY
- H05—ELECTRIC TECHNIQUES NOT OTHERWISE PROVIDED FOR
- H05B—ELECTRIC HEATING; ELECTRIC LIGHT SOURCES NOT OTHERWISE PROVIDED FOR; CIRCUIT ARRANGEMENTS FOR ELECTRIC LIGHT SOURCES, IN GENERAL
- H05B47/00—Circuit arrangements for operating light sources in general, i.e. where the type of light source is not relevant
- H05B47/10—Controlling the light source
- H05B47/175—Controlling the light source by remote control
- H05B47/19—Controlling the light source by remote control via wireless transmission
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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
- Y02B—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO BUILDINGS, e.g. HOUSING, HOUSE APPLIANCES OR RELATED END-USER APPLICATIONS
- Y02B20/00—Energy efficient lighting technologies, e.g. halogen lamps or gas discharge lamps
- Y02B20/40—Control techniques providing energy savings, e.g. smart controller or presence detection
Abstract
Street lamp control system is associated with based on the sensing data that chaos calculates: including middle control platform, live gateway, intelligent controller, various kinds of sensors terminal；Middle control platform is communicated by live gateway with intelligent controller, and intelligent controller receives various kinds of sensors terminal data；Intelligent controller real-time control lamp condition.Technical effect of the invention are as follows: administration of energy conservation: intelligent road lamp management system saves the expenses such as artificial, management, can realize 10% or more power saving rate by the management means of the invention；According to ambient condition information mutation analysis, street lighting energy conservation is realized in such a way that chaotic time prediction model seeks optimal solution.The efficiency of management of street lamp is improved: parsing lamp condition according to historical data and predict the trend of environmental change, guarantees that the brightness of road environment is in the state for meeting pedestrian's demand by real time monitoring street lamp.
Description
Technical field
The present invention relates to the sensing datas calculated based on chaos to be associated with street lamp control system.
Background technique
The control system of wisdom street lamp is mainly the street lamp for passing through long-distance centralized control and management, preliminary realization road at present
The function of the control lamp on/off of the distal end of lamp, and to colour temperature lamp group remote control and regulation.But it is all limited to centralized control, rather than
Pay close attention to the demand under some regional environment to lamp brightness.Only by remote controlled lantern, or such as one disclosed in 201110434232.4
The patent of invention of kind of communication protocol dynamic encryption method of remote street lamp control system, use chaos algorithm ensured it is end-to-end it
Between the safety that communicates, the case where can not prejudging and analyze street lamp ambient enviroment by historical data.
Summary of the invention
In order to solve the above technical problems, the present invention, which provides the sensing data calculated based on chaos, is associated with Street lamps control system
System.
Technical solution of the present invention specifically:
A kind of method for controlling street lamps, it is characterised in that: the specific steps of which are as follows:
Step 1: collecting lamp stand brightness information by light sensor；
Step 2: being made prediction according to light sensor historical data to lamp stand ambient enviroment；
Step 3: control is adjusted to street lamp brightness according to predictive information, guarantee the brightness of road environment.
Further: specific step is as follows for the method second step:
Step 1: initialization data initial value；
Step 2: every set time receiving sensor data and it is denoted as x1, x2 ... xn etc., and that xt that the time is nearest
It is denoted as a central point, similar n times data value is associated point；
Step 3: extracting the reference point in second step to be fitted, the trend of next point is estimated according to matched curve；
Step 4: moving towards trend according to judgement come prediction locus, and predicted value is calculated, is sent to according to predicted value to control
The order of street lamp carries out the state of regulation street lamp in real time.
It is further: a kind of method for controlling street lamps second step specifically use chaotic time prediction model to lamp stand around
Environment is made prediction.
It is further: light sensor net to be formed using the light sensor of multiple lamp stands, to light sensor network data
Data prediction is carried out again after carrying out data filtering operation.
Platform is controlled in one kind: executing the above method.
Street lamp control system is associated with based on the sensing data that chaos calculates: including controlling platform, live gateway, intelligence among the above
It can control device, various kinds of sensors terminal；Middle control platform is communicated by live gateway with intelligent controller, and intelligent controller connects
Receive various kinds of sensors terminal data；Intelligent controller real-time control lamp condition.
Further: the middle control platform, live gateway intelligent controller use wireless parties between various kinds of sensors terminal
Formula connection.
Further: the wireless transmission uses ZigBee wireless protocols.
Compared with the existing technology, technical effect of the invention are as follows:
A, administration of energy conservation: intelligent road lamp management system saves the expenses such as artificial, management, can be real by the management means of the invention
Existing 10% or more power saving rate；According to ambient condition information mutation analysis, in such a way that chaotic time prediction model seeks optimal solution
Realize street lighting energy conservation.
B, it improves the efficiency of management of street lamp: parsing lamp condition according to historical data and predict the trend of environmental change, lead to
Real time monitoring street lamp is crossed to guarantee the brightness of road environment in the state for meeting pedestrian's demand.
Detailed description of the invention
Fig. 1 is present system schematic diagram.
Fig. 2 is chaotic time prediction algorithm flow diagram.
Specific embodiment
A kind of method for controlling street lamps:
Step 1: collecting lamp stand brightness information by light sensor；
Step 2: being made prediction according to light sensor historical data to lamp stand ambient enviroment；
Step 3: control is adjusted to street lamp brightness according to predictive information, guarantee the brightness of road environment.
Wherein made prediction using chaotic time prediction model to lamp stand ambient enviroment.
Accuracy for data and influence of the sensor to prediction result of debugging, pass the light of multiple lamp stands
Sensor forms light sensor net, carries out data prediction again after carrying out data filtering operation to light sensor network data.
Such as Fig. 1, the present invention includes middle control platform, live gateway, intelligent controller, various kinds of sensors terminal.
Control platform specifically executes the above method in wherein.
Middle control platform passes through live gateway and intelligent controller carries out data communication, and intelligent controller receives various kinds of sensors
Terminal data.Intelligent controller real-time control lamp condition.
Wherein the middle control platform, live gateway, intelligent controller, connected between various kinds of sensors terminal using wireless mode
It connects.
The wireless transmission uses ZigBee wireless protocols.
ZigBee be one by can the wireless data sending network platform forming of more to 65000 wireless data transmission modules, ten
Classification is like the CDMA net or GSM net of existing mobile communication, each ZigBee-network digital transmission module is similar to the one of mobile network
A base station can be in communication with each other within the scope of whole network, between them；Distance between each network node can be from mark
Quasi- 75 meters, to extension after several hundred rice in addition several kilometers；In addition entire ZigBee-network not only can " unlimited " spread
Come, but also can be with the existing various network connections of others.For example, Yunnan somewhere can be monitored in Beijing by internet
A ZigBee control network.Such as its sensor connected directly carries out data acquisition and monitoring, can also it is automatic in
Turn other network node and is transmitted through the data information come.In addition to this, each ZigBee-network node (FFD) can also be believed at oneself
It is wirelessly connected in the range of number covering with multiple isolated child nodes (RFD) for not undertaking network information transfer task.
Various kinds of sensors terminal: automatically accessing sensing network, collects lamp stand ambient condition information.
Intelligent controller: allowing the sensor node of open network to be added, collect lamp condition information, according to reception instruction pair
The round-the-clock monitoring of street lamp simultaneously controls lamp condition.
Live gateway: ad hoc network function, terminal is collected in net state information and various kinds of sensors terminal in monitoring network
Information uploads to middle control platform by 3G communication protocol.
Middle control platform: storage and information and the real-time status analysis of monitoring site gateway and issuing for order are looked into state
Ask etc.；In conjunction with the result data that chaos computation model obtains, it is sent to each live gateway after parsing and passes through live gateway forwards
Order is executed to intelligent controller.
Chaotic time prediction model: working in middle control platform interior, the street lamp ambient enviroment collected for sensor
History information data is parsed；Specific execution step is as shown in Figure 2:
A, it is pre- to be sent to chaotic time by initialization data initial value (the street lamp original state according to acquisition) for the data that sensor is collected
It surveys in model and is analyzed and compared；
B, the data and with each sensor 6 minutes uploaded are denoted as x1, x2 ... xn etc., and that xt that the time is nearest
It is denoted as a central point, similar n times data value is associated point；
C, the reference point in step B is extracted for a kind of sensor to be fitted, then estimates the trend of next point；
D, trend is moved towards come prediction locus according to judgement, and calculates predicted value, transmission is controlled according to the value parsed
The state of regulation street lamp in real time is carried out to the order of street lamp.
Chaotic time series forecasting is a kind of Non-linear to grow up late 1980s, main to apply
Weather forecast, economic forecasting, load forecast, in terms of be widely used.Chaos time sequence
Prediction technique is broadly divided into local method and global approach, based on local method feature is that calculation amount is small, but can not prediction history data
In the new point that does not have.In most cases, also Global model prediction is established using global prediction method, so as to predict new
Data point.
Chaotic time series forecasting, which is used in intelligent road-lamp control, realizes following advantage:
Administration of energy conservation: intelligent road lamp management system saves the expenses such as artificial, management, can realize section by the management means of the invention
Electric 10% or more rate；According to ambient condition information mutation analysis, realized in such a way that chaotic time prediction model seeks optimal solution
Street lighting energy conservation.
It improves the efficiency of management of street lamp: parsing lamp condition according to historical data and predict the trend of environmental change, pass through
Street lamp is monitored in real time to guarantee the brightness of road environment in the state for meeting pedestrian's demand.
What has been described above is only a preferred embodiment of the present invention, it is noted that for those skilled in the art,
Without depart from that overall concept of the invention, several changes and improvements can also be made, these also should be considered as of the invention
Protection scope.
Claims (8)
1. a kind of method for controlling street lamps, it is characterised in that: the specific steps of which are as follows:
Step 1: collecting lamp stand brightness information by light sensor；
Step 2: being made prediction according to light sensor historical data to lamp stand ambient enviroment；
Step 3: control is adjusted to street lamp brightness according to predictive information, guarantee the brightness of road environment.
2. a kind of method for controlling street lamps as described in claim 1, it is characterised in that: the method second step specific steps are such as
Under:
Step 1: initialization data initial value；
Step 2: every set time receiving sensor data and it is denoted as x1, x2 ... xn etc., and that xt that the time is nearest
It is denoted as a central point, similar n times data value is associated point；
Step 3: extracting the reference point in second step to be fitted, the trend of next point is estimated according to matched curve；
Step 4: moving towards trend according to judgement come prediction locus, and predicted value is calculated, is sent to according to predicted value to control
The order of street lamp carries out the state of regulation street lamp in real time.
3. a kind of method for controlling street lamps as described in claim 1, it is characterised in that: the method second step specifically uses chaos
Time prediction model makes prediction to lamp stand ambient enviroment.
4. a kind of method for controlling street lamps as described in claim 1, it is characterised in that: utilize the light sensor group of multiple lamp stands
At light sensor net, data prediction is carried out again after carrying out data filtering operation to light sensor network data.
5. controlling platform in one kind, it is characterised in that: perform claim requires 1-4 any claim the method.
6. being associated with street lamp control system based on the sensing data that chaos calculates, it is characterised in that: including as claimed in claim 4
Middle control platform, live gateway, intelligent controller, various kinds of sensors terminal；Middle control platform passes through live gateway and intelligent controller
It is communicated, intelligent controller receives various kinds of sensors terminal data；Intelligent controller real-time control lamp condition.
7. being associated with street lamp control system based on the sensing data that chaos calculates as claimed in claim 6, it is characterised in that: institute
It states control platform, live gateway intelligent controller, connected using wireless mode between various kinds of sensors terminal.
8. being associated with street lamp control system based on the sensing data that chaos calculates as claimed in claim 7, it is characterised in that: institute
Wireless transmission is stated using ZigBee wireless protocols.
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN115835453A (en) * | 2022-12-30 | 2023-03-21 | 东莞锐视光电科技有限公司 | Method, device, medium and electronic equipment for adjusting light parameters of light source |
| CN116634640A (en) * | 2023-07-21 | 2023-08-22 | 山东亮都能源科技有限公司 | Street lamp control system and control method based on Internet of things |
Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101588665A (en) * | 2009-06-15 | 2009-11-25 | 深圳市钧多立实业有限公司 | A kind of energy-saving intelligent street lamp control system |
| CN102769973A (en) * | 2012-07-16 | 2012-11-07 | 东南大学 | Light-controlled autonomous street lamp system and control method thereof |
| CN103547033A (en) * | 2013-10-25 | 2014-01-29 | 华南理工大学 | Large intelligent light energy-saving control method based on wireless sensor actuator network |
| CN103607820A (en) * | 2013-11-18 | 2014-02-26 | 江苏新可耐光电科技股份有限公司 | Constant light control system with intelligent lighting |
| US20150372754A1 (en) * | 2014-06-24 | 2015-12-24 | Samsung Electronics Co., Ltd. | Method and apparatus for pairing electronic device and lighting device |
| EP3017661B1 (en) * | 2013-07-05 | 2017-04-05 | Philips Lighting Holding B.V. | A method for operating a communication device in a communication network, a communication device, a luminaire equipped with such communication device |
| CN107896407A (en) * | 2018-01-02 | 2018-04-10 | 成都易活动科技有限公司 | A kind of self study road lamp system based on big data |
-
2018
- 2018-04-12 CN CN201810324796.4A patent/CN110381645A/en active Pending
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101588665A (en) * | 2009-06-15 | 2009-11-25 | 深圳市钧多立实业有限公司 | A kind of energy-saving intelligent street lamp control system |
| CN102769973A (en) * | 2012-07-16 | 2012-11-07 | 东南大学 | Light-controlled autonomous street lamp system and control method thereof |
| EP3017661B1 (en) * | 2013-07-05 | 2017-04-05 | Philips Lighting Holding B.V. | A method for operating a communication device in a communication network, a communication device, a luminaire equipped with such communication device |
| CN103547033A (en) * | 2013-10-25 | 2014-01-29 | 华南理工大学 | Large intelligent light energy-saving control method based on wireless sensor actuator network |
| CN103607820A (en) * | 2013-11-18 | 2014-02-26 | 江苏新可耐光电科技股份有限公司 | Constant light control system with intelligent lighting |
| US20150372754A1 (en) * | 2014-06-24 | 2015-12-24 | Samsung Electronics Co., Ltd. | Method and apparatus for pairing electronic device and lighting device |
| CN107896407A (en) * | 2018-01-02 | 2018-04-10 | 成都易活动科技有限公司 | A kind of self study road lamp system based on big data |
Non-Patent Citations (5)
| Title |
|---|
| 冯冬青 平燕娜 刘新玉: "室内自然光照度自适应神经模糊预测方法研究", 《照明工程学报》 * |
| 孔晓红，李瑞华，何军和: "基于GPRS＋ZigBee 的远程路灯控制系统的设计", 《农业科技与装备》 * |
| 张作鹏: "基于ZigBee 的城市路灯控制系统研究", 《科技与创新》 * |
| 张玺，陈志豪: "基于ZigBee和GPRS网络的路灯节能控制系统", 《2011绿色照明与科学发展科技研讨会暨第四届中日韩照明大会》 * |
| 陈志豪;刘润杰;逯伟防等: "无线智能照明控制系统的研究与开发", 《科技成果》 * |
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN115835453A (en) * | 2022-12-30 | 2023-03-21 | 东莞锐视光电科技有限公司 | Method, device, medium and electronic equipment for adjusting light parameters of light source |
| CN116634640A (en) * | 2023-07-21 | 2023-08-22 | 山东亮都能源科技有限公司 | Street lamp control system and control method based on Internet of things |
| CN116634640B (en) * | 2023-07-21 | 2023-10-10 | 山东亮都能源科技有限公司 | Street lamp control system and control method based on Internet of things |
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