CN102356645B - Data gathering device - Google Patents
Data gathering device Download PDFInfo
- Publication number
- CN102356645B CN102356645B CN200980158108.0A CN200980158108A CN102356645B CN 102356645 B CN102356645 B CN 102356645B CN 200980158108 A CN200980158108 A CN 200980158108A CN 102356645 B CN102356645 B CN 102356645B
- Authority
- CN
- China
- Prior art keywords
- region
- data collection
- instrument
- measured value
- transacter
- 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
Links
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04Q—SELECTING
- H04Q9/00—Arrangements in telecontrol or telemetry systems for selectively calling a substation from a main station, in which substation desired apparatus is selected for applying a control signal thereto or for obtaining measured values therefrom
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04Q—SELECTING
- H04Q2209/00—Arrangements in telecontrol or telemetry systems
- H04Q2209/30—Arrangements in telecontrol or telemetry systems using a wired architecture
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04Q—SELECTING
- H04Q2209/00—Arrangements in telecontrol or telemetry systems
- H04Q2209/70—Arrangements in the main station, i.e. central controller
- H04Q2209/75—Arrangements in the main station, i.e. central controller by polling or interrogating the sub-stations
Landscapes
- Engineering & Computer Science (AREA)
- Computer Networks & Wireless Communication (AREA)
- Selective Calling Equipment (AREA)
- Air Conditioning Control Device (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
A plurality of apparatuses (71-79, 91-99) are arranged in areas, and a data gathering device (1) is connected to each apparatus through an equipment LAN (3). The data gathering device (1) acquires measurement values relating to parameters which influence operation environment of the apparatuses by area, and determines data gathering schedule by area corresponding to the measurement values, and data is gathered from each apparatus in each area on data gathering schedule. Thus, data can be efficiently gathered from the apparatuses corresponding to the operation environment of each area.
Description
Technical field
The present invention relates to and to be connected with the multiple instruments configured in multiple region and to collect the technology of data from each instrument.More specifically, the technology of the setting means of the collection scheduling when equipment and instrument (air-conditioning equipment, lighting apparatus, switchboard equipment, various sensor) relating to configure from multiple region collects data (operation information, metrical information, set information etc.), relates to the mode of collecting efficiently when obtaining information from a large amount of equipment and instruments.
Background technology
Originally, the main application of the field network of equipment and instrument was the control of equipment and instrument, the transmitting messages of alarm, and did not carry out Data Collection with in most cases imagining frequent.Therefore, be generally low speed.
In addition, as equipment LAN (the Local Area Network of network of upper air-conditioning, illumination, switchboard equipment etc. combining the field network being positioned at multiple equipment and instrument, local area network (LAN)), be configured to be separated with business LAN according to the viewpoint majority of safety.Equipment LAN is in most cases the network of low speed compared with business LAN.
Generally when collecting information from the equipment and instrument of the network with low speed, needing to dispatch efficiently, and collecting information.
As the technology relevant to this technology, there is the mode shown in patent documentation 1.
The technology of patent documentation 1 discloses for the purpose of the efficient supervision of multiple equipment and instrument, according to the method that the supervision of the importance degree set device of equipment and instrument is dispatched.Thus, information can be collected from important equipment and instrument frequent.
Patent documentation 1: Japanese Unexamined Patent Publication 10-032885 publication
Summary of the invention
The collection that the technology of patent documentation 1 sets from the information of equipment and instrument according to the importance degree of the equipment and instrument prejudged is dispatched, as long as so user etc. do not change importance degree, then it is fixing for collecting scheduling.
But the importance degree of equipment and instrument changes according to situation sometimes.
Such as, in meeting room, office worker holds a meeting in an office, the equipment and instrument of meeting room is important, but office worker not seat near equipment and instrument so unimportant.
On the contrary, if meeting adjourned and office worker turns back to oneself seat, then the importance degree of the equipment and instrument of meeting room reduces, and the importance degree of the equipment and instrument near the seat of office worker oneself improves.
In the technology of patent documentation 1, when having that the importance degree of equipment and instrument replaces in the change according to such environment, cannot change and collect the such problem of scheduling.
Main purpose of the present invention is to solve such problem, with according to be provided with instrument environment change neatly determination data collection condition and collect information efficiently for main purpose from instrument.
Transacter of the present invention, is connected with the multiple instruments being configured at multiple region, and collects data from each instrument, and the feature of this transacter is to have:
Area test value obtaining section, for each region, obtains the measured value to the Environmental Factors that the operating environment of instrument impacts;
Collection condition determination section, with the measured value in each region obtained by described area test value obtaining section accordingly, for each region determination data collection condition; And
Data collection unit, according to the data collection condition determined by described collection condition determination section, for each region, collects data from each instrument.
It is characterized in that, described collection condition determination section, when the measured value in some regions has changed, upgrades the data collection condition in this region accordingly with new measured value.
It is characterized in that, described area test value obtaining section obtains: measured value is larger, the measured value of the Environmental Factors that the impact caused the operating environment of instrument is larger,
Described collection condition determination section determines: the region that measured value is large, the data collection condition that the Data Collection amount of being undertaken by described data collection unit in the unit interval is more.
It is characterized in that, it is at least some that described collection condition determination section determines in following condition: the region that measured value is large, the data collection condition that the Data Collection frequency undertaken by described data collection unit is higher; And the region that measured value is large, the data collection condition that the quantity of the instrument of Data Collection is more is carried out by described data collection unit.
It is characterized in that, described area test value obtaining section obtains: depart from large measured value, the measured value of the Environmental Factors that the impact caused the operating environment of instrument is larger from the fiducial value of regulation,
Described collection condition determination section determines: measured value significantly departs from the region of described fiducial value, the data collection condition that the Data Collection amount of being undertaken by described data collection unit in the unit interval is more.
It is characterized in that, the place number that described area test value obtaining section obtains each region is used as the measured value of described Environmental Factors.
It is characterized in that, the described area test value obtaining section volume obtained in each region is used as the measured value of described Environmental Factors.
It is characterized in that, the force value that the ground that described area test value obtaining section obtains each region is subject to is used as the measured value of described Environmental Factors.
It is characterized in that, described transacter will be provided with the subject area of multiple regions as Data Collection of door respectively,
The opening and closing number of times of the door that described area test value obtaining section obtains in each region is used as the measured value of described Environmental Factors.
It is characterized in that, the number of operations that described area test value obtaining section obtains the instrument of the particular types being configured at each region is used as the measured value of described Environmental Factors.
It is characterized in that, described transacter will be provided with the subject area of multiple regions as Data Collection of computer respectively,
The work number of units of the computer that described area test value obtaining section obtains in each region is used as the measured value of described Environmental Factors.
It is characterized in that, described transacter will be configured with the subject area of multiple regions as Data Collection of communication network,
The described area test value obtaining section network load value obtained in each region is used as the measured value of described Environmental Factors.
It is characterized in that, the illumination that described area test value obtaining section obtains each region is used as the measured value of described Environmental Factors.
It is characterized in that, the air mass flow that described area test value obtaining section obtains each region is used as the measured value of described Environmental Factors.
It is characterized in that, the received-signal strength that described area test value obtaining section obtains each region is used as the measured value of described Environmental Factors.
According to the present invention, with the measured value of the Environmental Factors in each region accordingly for each region determination data collection condition, so data can be collected from instrument efficiently according to the operating environment in each region.
Accompanying drawing explanation
Fig. 1 is the figure of the system configuration example that execution mode 1 ~ 6 is shown.
Fig. 2 is the figure of the structure example of the transacter that execution mode 1 is shown.
Fig. 3 is the flow chart of the action case of the regional environmental change probe portion that execution mode 1 is shown.
Fig. 4 is the flow chart of the action case of the scheduling generating unit that execution mode 1 is shown.
Fig. 5 is the flow chart of the action case of the data collection unit that execution mode 1 is shown.
Fig. 6 is the figure of the structure example of the transacter that execution mode 2 is shown.
Fig. 7 is the figure of the structure example of the transacter that execution mode 3 is shown.
Fig. 8 is the figure of the structure example of the transacter that execution mode 4 is shown.
Fig. 9 is the figure of the structure example of the transacter that execution mode 5 is shown.
Figure 10 is the figure of the structure example of the transacter that execution mode 6 is shown.
Figure 11 is the figure of the example of the reference information that execution mode 1 is shown.
Figure 12 is the figure of the hardware configuration example of the transacter that execution mode 1 ~ 6 is shown.
(description of reference numerals)
1: transacter; 21: regional environmental change probe portion; 22: scheduling generating unit; 23: data collection unit; 24: schedule information; 25: environmental change amount information; 26: information storage part; 134: schedule information; 135: environmental change amount information; 145: environmental change amount information; 155: environmental change amount information; 165: environmental change amount information; 175: environmental change amount information.
Embodiment
Execution mode 1.
Fig. 1 illustrates that the transacter 1 of present embodiment carries out the structure chart of the system of action.
Transacter 1 has data collection function.
Transacter 1 is connected with the network of the equipment and instruments such as illuminated field network (field network) 6, air-conditioning field network 8 via equipment LAN3, with the equipment and instrument connection such as illumination 71 ~ throw light on 79, air-conditioning instrument 91 ~ air-conditioning instrument 99 (following, " air-conditioning instrument " is also recited as " air-conditioning ").
Between equipment LAN3 and illuminated field network 6, air-conditioning field network 8, be configured with illumination gateway apparatus 5, air-conditioning gateway apparatus 4.
Illumination gateway apparatus 5 has the effect converting different communication protocol between equipment LAN3 from illuminated field network 6.
Air-conditioning gateway apparatus 4 has the effect converting different communication protocol between equipment LAN3 from air-conditioning field network 6.
Transacter 1 by the structure illustrated as mentioned above, can control the equipment and instruments such as illumination 71 ~ illumination 79, air-conditioning 91 ~ air-conditioning 99 or obtains information.
In addition, eliminate description in FIG, but also can connect the equipment and instrument measured the humiture in region, the equipment and instrument etc. that the amount of power consumption in region is measured to equipment LAN3.
In the present embodiment, the equipment and instruments such as illumination 71 ~ illumination 79, air-conditioning 91 ~ air-conditioning 99 are defined as belong to certain region.That is, the equipment and instruments such as 71 ~ illumination 79, air-conditioning 91 ~ air-conditioning 99 that throw light on are configured in multiple region.
The definition in region is arbitrary.Such as, a region can be defined in layers respectively, in each portion, define a region respectively in an office.
In the present embodiment, as shown in Figure 1, illumination 71, illumination 72, air-conditioning 91, air-conditioning 92 are defined as belonging to region A10, illumination 73, illumination 74, illumination 75, air-conditioning 93, air-conditioning 94, air-conditioning 95 are defined as belonging to region B11, and illumination 76, illumination 77, illumination 78, illumination 79, air-conditioning 96, air-conditioning 97, air-conditioning 98, air-conditioning 99 are defined as belonging to region C12.
Fig. 2 is the figure of the detailed construction that transacter 1 is shown.
Transacter 1 is made up of regional environmental change probe portion 21, scheduling generating unit 22, data collection unit 23 and information storage part 26.
In information storage part 26, the information of schedule information 24 and environmental change amount information 25 is managed.
Below, use Fig. 2, the action of each key element of detailed description regional environmental change probe portion 21, scheduling generating unit 22, data collection unit 23.
At first, declare area environmental change probe portion 21.
The environment that regional environmental change probe portion 21 judges in the region that the state of the change of the temperature in each region, the state of humidity, the state such as on/off, setting, running output of equipment and instrument and amount of power consumption etc. is such be which kind of degree be easy to change.
Then, regional environmental change probe portion 21 generates the environmental change amount information 25 of the easness of the change representing the environment judged.
That is, regional environmental change probe portion 21 defines the Environmental Factors impacted the operating environment of instrument, for each region, obtains the measured value of Environmental Factors.
Regional environmental change probe portion 21 can define the factor of the larger character of the larger impact caused the operating environment of instrument of measured value, and as Environmental Factors.
Regional environmental change probe portion 21 is examples of area test value obtaining section.
Such as, the number in region as Environmental Factors, is judged as the number in region is many that environment in region is easy to change by the regional environmental change probe portion 21 of present embodiment.
Therefore, in the environmental change amount information 25 of Fig. 2, show as the number indoor person in each region of Environmental Factors.
General in the region that people is many, the factors such as " people's heating ", operating air conditioners etc. such as " " people's remote controllers increase, so environment is easy to change.
The regional environmental change probe portion 21 of present embodiment considers these factors.
In fig. 2, show and there are 2 people indoor person in region a, in the B of region, there is 0 people indoor person, in the C of region, there are 25 people indoor person, there are 30 people indoor person, in the E of region, there is the situation of 1 people indoor person in the D of region.
The action of the regional environmental change probe portion 21 of present embodiment as depicted in the flow chart of fig.3.
First, the discrepancy (S11) of the people in regional environmental change probe portion 21 search coverage.
As the method for the discrepancy of the people in search coverage, utilize the information of force-feeling sensor, enter out the information of room management devices.
If detect the discrepancy of the people in region, then regional environmental change probe portion 21 upgrades environmental change amount information 25 (S12).
Afterwards, S11 is got back to.
Next, scheduling generating unit 22 is described.
The scheduling generating unit 22 of present embodiment determines the data collection condition when the data of the equipment and instrument such as operating condition, set point collecting the equipment and instrument in each region.
In the present embodiment, as data collection condition, in the time interval that scheduling generating unit 22 determination data is collected, generate the schedule information 24 in the time interval representing Data Collection.
Dispatch generating unit 22 when generating schedule information 24, as reference build environment variable quantity information 25.That is, the measured value of dispatching generating unit 22 and each region obtained by regional environmental change probe portion 21 accordingly, for the scheduling (data collection condition) that each region determination data is collected.
Scheduling generating unit 22 is examples of data collection condition determination section.
The scheduling generating unit 22 of present embodiment be easy to from environment the equipment and instrument in the region changed be carry out Data Collection with careful interval, be the mode of carrying out Data Collection with thicker interval from the equipment and instrument in the not labile region of environment, generate schedule information 24.
That is, dispatch generating unit 22 to determine: the region that measured value of regional environmental change probe portion 21 is large, the data collection condition of Data Collection frequency frequent.Thus the Data Collection amount increased in the unit interval.
In fig. 2, be be be be the mode of carrying out collecting with 10 minutes intervals with 20 seconds intervals, the equipment and instrument that is subordinated to region E with 30 seconds intervals, the equipment and instrument that is subordinated to region D with 15 minutes intervals, the equipment and instrument that is subordinated to region C with 5 minutes intervals, the equipment and instrument that is subordinated to region B to be subordinated to the equipment and instrument of region A, define schedule information 24.
Namely, be easy at environment be set to careful interval collection data in the region (region C and region D) many indoor person changed, be set to thicker interval collection data in the not labile region few indoor person of environment (region A, B, E).
The reference information of scheduling generating unit 22 according to such as Figure 11 generates schedule information 24.
In the reference information of Figure 11, for each number grade indoor person, show the time interval of Data Collection, scheduling generating unit 22 obtains the data collection time intervals corresponding with the measured value of regional environmental change probe portion 21 from reference information, generates schedule information 24.
The action of the scheduling generating unit 22 of present embodiment as illustrated in the flow diagram of fig. 4.
First, the renewal (S21) that generating unit 22 waits for environmental change amount information 25 is dispatched.
If detect the renewal of environmental change amount information 25, then dispatch generating unit 22 and upgrade schedule information 24 (S22), namely when the measured value in some regions has changed, the Data Collection upgrading this region with new measured value is accordingly dispatched.
Finally, data collection unit 23 is described.
The data collection unit 23 of present embodiment, with the frequency defined by schedule information 24, collects data from the equipment and instrument in each region.
In addition, the data pin of equipment and instrument is different to each equipment and instrument, such as, the information such as operating condition (on/off), operation mode, design temperature in air-conditioning, the information such as operating condition (on/off), dimming ratio in illumination, if the equipment and instrument of the amount of power consumption of measured zone, be then the information etc. of amount of power consumption.
In fig. 2, the schedule information 24 of region A is 5 minutes, so data collection unit 23 is subordinated to the equipment and instrument (illumination 71 of Fig. 1, illumination 72, air-conditioning 91, air-conditioning 92) of region A with 5 minutes interval collection data.
The action of the data collection unit 23 of present embodiment as illustrated in the flow chart of figure 5.
First, data collection unit 23 collects data (S31) from all devices instrument in region.Next, data collection unit 23 with reference to schedule information 24, the time (S32) specified by wait.Afterwards, S31 is got back to.
In addition, this flow chart illustrates the operation that data collection unit 23 is carried out single region.
In the present embodiment, define multiple region, so perform same flow process for each zones run parallel.
Like this, transacter 1 obtains the measured value about the parameter impacted the operating environment of instrument for each region, collect for each region determination data accordingly with measured value and dispatch, data-driven is collected scheduling and is collected data from each equipment and instrument in each region, so can collect data from instrument efficiently according to the operating environment in each region.
In addition, in the present embodiment, as detection people number unit, regional environmental change probe portion 21 can also utilize the transducer of the size of sound detecting, detect transducer to the ground applied pressure in region.
As mentioned above, according to the present embodiment, collect from equipment and instrument easness that the scheduling of data is changes of environment according to the region being provided with equipment and instrument and automatically change.
Usually, when the environment in region is easy to change, consider the pattern of the equipment and instrument such as air-conditioning, illumination, export the value that the operating condition by automatically changing is easy to change, measure the equipment and instrument of amount of power consumption and be easy to change etc.
That is, the easness of easness to the action of equipment and instrument, the change of set point of the change of the environment in region impacts.
Therefore, by as shown in the embodiment, the collection changing equipment and instrument with the easness of the change of regional environment is linkedly dispatched, and can carry out Data Collection efficiently.
In addition, according to the present embodiment, the mode action of data is collected continually with the equipment and instrument being easy to the region changed from environment, so can monitor that environment is easy to the state variation of the equipment and instrument in the region changed meticulously.
And then, not collect the mode action of data continually from the equipment and instrument in the not labile region of environment, so Data Collection can not be carried out lavishly from the equipment and instrument in the not labile region of environment, and impact that the load of field network is caused can be suppressed.
In addition, according to the present embodiment, collect data from the equipment and instrument frequent in the many region of people, collect data the equipment and instrument low-frequency degree in the region that people is few.
Usually, in the region that people is many, operate at one's side, cause discrepancy etc. continually and environment is easy to change.
On the contrary, in the region that people is few, environment not easily changes.
Therefore, can monitor that environment is easy to the state variation of the equipment and instrument in the region changed meticulously.
And then, Data Collection can not be carried out lavishly from the equipment and instrument in the not labile region of environment, and impact that the load of field network is caused can be suppressed.
Above, in the present embodiment, describe a kind of transacter, possess regional environmental change probe portion, scheduling generating unit and data collection unit, this transacter carries out action as follows:
The environmental change of described regional environmental change probe portion search coverage and generate the environmental change amount information of the yardstick of the change easness as the environment representing region,
Described scheduling generating unit generates the schedule information in the time interval of the Data Collection of each equipment and instrument in each region of definition according to described environmental change amount information,
Described data collection unit implements the Data Collection of each equipment and instrument in each region according to described schedule information.
In addition, describe following transacter in the present embodiment: possess scheduling generating unit, this scheduling generating unit is with reference to described environmental change amount information, and the region being easy to change for environment generates schedule information in the mode in the time interval shortening the Data Collection of the equipment and instrument in this region
Schedule information is generated in the mode in the time interval extending the Data Collection of the equipment and instrument in this region for the not labile region of environment.
In addition, describe following transacter in the present embodiment: possess regional environmental change probe portion, the discrepancy of the people in this regional environmental change probe portion search coverage, by the region decision many indoor person is the region of the change being easy to cause environment and build environment variable quantity information.
In addition, describe following transacter in the present embodiment: possess regional environmental change probe portion, the size of the sound in this regional environmental change probe portion search coverage, by region decision large for sound is the region of the change being easy to cause environment and build environment variable quantity information.
In addition, describe following transacter in the present embodiment: possess regional environmental change probe portion, the pressure that ground in this regional environmental change probe portion search coverage is subject to, by region decision large for pressure is the region of the change being easy to cause environment and build environment variable quantity information.
Execution mode 2.
Below, the transacter of execution mode 2 is described.
Execution mode 2 is compared with execution mode 1, and the content of the scheduling action of generating unit, the action of data collection unit and schedule information is different.
Fig. 6 illustrates the structure example of the transacter 1 of execution mode 2, below describes in detail.
In addition, the action of regional environmental change probe portion 21 is identical with the action illustrated in execution mode 1, so omit the description.
First, scheduling generating unit 22 is described.
The scheduling generating unit 22 of present embodiment generates to define which equipment and instrument to collect the schedule information 134 of data each region planted agent from.
Dispatch generating unit 22 when generating schedule information 134, as reference build environment variable quantity information 135.
The scheduling generating unit 22 of present embodiment, to be easy at environment carry out Data Collection from a large amount of equipment and instruments, carry out the mode of Data Collection from a small amount of equipment and instrument the not labile region of environment in the region that changes, generates schedule information 134.
That is, the scheduling generating unit 22 of present embodiment determines: the region that measured value of regional environmental change probe portion 21 is large, carries out the data collection condition that the quantity of the instrument of Data Collection is more.Thus the Data Collection amount increased in the unit interval.
Specifically, in figure 6, define following schedule information 134: for region A with air-conditioning No.1-2 and illumination No.1-10 for Data Collection object, for region B with air-conditioning No.6 and illumination No.101-105 for Data Collection object, for region C with air-conditioning No.21-28 and illumination No.201-240 for Data Collection object, for region D with air-conditioning No.31-50 and illumination No.251-300 for Data Collection object, for region E with air-conditioning No.51 and illumination No.301-305 for Data Collection object.
Like this, be easy at environment be set to from a large amount of equipment and instruments in the region (region C and region D) many indoor person changed and collect data, be set in the not labile region few indoor person of environment (region A, B, E) from a small amount of equipment and instrument and collect data.
In addition, the action self of the scheduling generating unit 22 of present embodiment is identical with the flow chart of the Fig. 4 illustrated in execution mode 1, so omit the description.
Finally, data collection unit 23 is described.
The data collection unit 23 of present embodiment, from the equipment and instrument defined by schedule information 134, collects data with the predetermined cycle.
In figure 6, the schedule information 134 of region A is air-conditioning No.1-2 and illumination No.1-10, so data collection unit 23 collects data from these instruments.
In addition, the action self of the data collection unit 23 of present embodiment is identical with the flow chart of the Fig. 5 illustrated in execution mode 1, so omit the description.
As mentioned above, according to the present embodiment, be easy at environment to collect the mode action of data from a large amount of equipment and instruments in the region changed, so can monitor that environment is easy to the state variation in the region changed meticulously.
And then, to collect the mode action of data from a small amount of equipment and instrument in the not labile region of environment, so can the representational data of equipment and instrument in collecting zone, and Data Collection can not be carried out lavishly from the equipment and instrument in the not labile region of environment, and impact that the load of field network is caused can be suppressed.
Above, in the present embodiment, describe the transacter possessed as dispatching generating unit: with reference to environmental change amount information, the mode action that increases with the equipment and instrument making implementation data collect in this region of region changed is easy to, for the mode action that the not labile region of environment is reduced with the equipment and instrument making implementation data collect in this region for environment.
Execution mode 3.
Below, the transacter of execution mode 3 is described.
Execution mode 3 is compared with execution mode 1, and the action of regional environmental change probe portion is different with the structure of environmental change amount information.
Fig. 7 illustrates regional environmental change probe portion 21 and the environmental change amount information 145 of execution mode 3, is below described.
In addition, in the present embodiment, also there is scheduling generating unit 22, data collection unit 23 and information storage part 26, but eliminate diagram in the figure 7.
In addition, similarly, in the present embodiment, the schedule information 24 shown in Fig. 2 or the schedule information shown in Fig. 6 134 are also mapped with zone number and environmental change amount information 145 and are stored in information storage part 26, but eliminate diagram in the figure 7.
In the present embodiment, the subject area of region as Data Collection of door will be provided with respectively, the opening and closing number of times of the door in region is defined as Environmental Factors by regional environmental change probe portion 21, the opening and closing of the door in region often be judged as that the environment in region is easy to change.
Therefore, environmental change amount information 145 is opening and closing number of times of the door in each region.
General in the region that the opening and closing of door is many, factors such as " discrepancy of heat are violent " increases, so environment is easy to change.The regional environmental change probe portion 21 of present embodiment considers these factors.
In the figure 7, show door opening and closing number of times per minute to be about 1.2 times at region A, to be about 6.5 times in the B of region, to be about 3.5 times in the C of region, to be about 0.1 time in the D of region, to be the situation of about 1.0 times in the E of region.
In addition, the scheduling generating unit 22 in present embodiment, the action shown in the action of data collection unit 23 with execution mode 1 or execution mode 2 are identical.
That is, dispatch generating unit 22 to generate: the opening and closing of door region often, the schedule information 24 of the frequency of Data Collection frequent; Or the opening and closing of door region often, the schedule information 134 that the object instrument of Data Collection is more.Data collection unit 23 collects data according to schedule information 24 or schedule information 134 from equipment and instrument.
As mentioned above, according to the present embodiment, collect data from the equipment and instrument frequent in the many region of the opening and closing of door, collect data the equipment and instrument low-frequency degree in the region that the opening and closing of door is few.
Usually, in the region that the opening and closing of door is many, the discrepancy of heat is violent, so environment is easy to change.On the contrary, in the region that the opening and closing of door is few, environment not easily changes.
Therefore, can monitor that environment is easy to the state variation of the equipment and instrument in the region changed meticulously.And then, Data Collection can not be carried out lavishly from the equipment and instrument in the not labile region of environment, and impact that the load of field network is caused can be suppressed.
Above, in the present embodiment, describe the transacter possessing following regional environmental change probe portion: the opening and closing of the door arranged in region is detected, by opening and closing region decision be often the region of the change being easy to cause environment and build environment variable quantity information.
Execution mode 4.
Below, the transacter of execution mode 4 is described.
Execution mode 4 is compared with execution mode 1, and the action of regional environmental change probe portion is different with the structure of environmental change amount information.
Fig. 8 illustrates regional environmental change probe portion 21 and the environmental change amount information 155 of execution mode 4, is below described.
In addition, in the present embodiment, also there is scheduling generating unit 22, data collection unit 23 and information storage part 26, but eliminate diagram in fig. 8.
In addition, similarly, in the present embodiment, the schedule information 24 shown in Fig. 2 or the schedule information shown in Fig. 6 134 are also mapped with zone number and environmental change amount information 155 and are stored in information storage part 26, but eliminate diagram in fig. 8.
In the present embodiment, the subject area of region as Data Collection of air-conditioning instrument will be provided with respectively, the number of operations of air-conditioning instrument is defined as Environmental Factors by regional environmental change probe portion 21, is judged as that the environment in region is easy to change when the number of operations of air-conditioning instrument.
Therefore, environmental change amount information 155 is number of operations of the air-conditioning in each region.
General in the region that the number of operations of air-conditioning is many, the factor such as " power consumption is easy to change the on/off of air-conditioning by changing continually ", " being subject to the impact of air-conditioning and temperature, humidity are easy to change " increases, so environment is easy to change.The regional environmental change probe portion 21 of present embodiment considers these factors.
In fig. 8, the number of operations showing air-conditioning per minute is about 0.01 time in region a, is about 0.02 time in the B of region, is about 0.50 time in the C of region, is about 0.12 time in the D of region, is the situation of about 0.04 time in the E of region.
In addition, the scheduling generating unit 22 in present embodiment, the action shown in the action of data collection unit 23 with execution mode 1 or execution mode 2 are identical.
That is, dispatch generating unit 22 to generate: the region that number of operations of air-conditioning instrument is many, the schedule information 24 of the frequency of Data Collection frequent; Or the region that number of operations of air-conditioning instrument is many, the schedule information 134 that the object instrument of Data Collection is more.Data collection unit 23 collects data according to schedule information 24 or schedule information 134 from equipment and instrument.
In addition, in the present embodiment, make use of the number of operations of air-conditioning, but the number of operations of illumination can also be utilized.
As mentioned above, according to the present embodiment, collect data from the equipment and instrument frequent in the many region of the number of operations of air-conditioning, collect data the equipment and instrument low-frequency degree in the region that number of operations is few.
Usually, in the region that number of operations is many, be subject to the impact of air-conditioning and the environment such as power consumption temperature humidity are easy to change.
On the contrary, in the region that number of operations is few, environment not easily changes.
Therefore, can monitor that environment is easy to the state variation of the equipment and instrument in the region changed meticulously.
And then, Data Collection can not be carried out lavishly from the equipment and instrument in the not labile region of environment, and impact that the load of field network is caused can be suppressed.
Above, in the present embodiment, describe the transacter possessing following regional environmental change probe portion: the operation of the air-conditioning arranged in region is detected, by region decision many for number of operations be the region of the change being easy to cause environment and build environment variable quantity information.
In addition, in the present embodiment, describe the transacter possessing following regional environmental change probe portion: the operation of the illumination arranged in region is detected, by region decision many for number of operations be the region of the change being easy to cause environment and build environment variable quantity information.
Execution mode 5.
Below, the transacter of execution mode 5 is described.
Execution mode 5 is compared with execution mode 1, and the action of regional environmental change probe portion is different with the structure of environmental change amount information.
Fig. 9 illustrates regional environmental change probe portion 21 and the environmental change amount information 165 of execution mode 5, below illustrates.
In the present embodiment, (following by being provided with personal computer respectively, be recited as PC) region as the subject area of Data Collection, the work number of units of PC is defined as Environmental Factors by regional environmental change probe portion 21, is judged as that the environment in the region that PC number of units that power supply is connected is many is easy to change.
Therefore, environmental change amount information 165 is the number of units of the PC that the power supply in each region is connected.
Generally become in the many regions of the PC of connection at power supply, factors such as " being subject to the impact of the heat of PC and temperature, humidity are easy to change " increases, so environment is easy to change.The regional environmental change probe portion 21 of present embodiment considers these factors.
In fig .9, show the number of units becoming the PC that power supply is connected to be 15 at region A, to be 10 in the B of region, to be 8 in the C of region, to be 30 in the D of region, to be the situation of 150 at region E.
In addition, the scheduling generating unit 22 in present embodiment, the action shown in the action of data collection unit 23 with execution mode 1 or execution mode 2 are identical.
That is, dispatch generating unit 22 to generate: the region that the work number of units of PC is many, the schedule information 24 of the frequency of Data Collection frequent; Or the region that the work number of units of PC is many, the schedule information 134 that the object instrument of Data Collection is more.Data collection unit 23 collects data according to schedule information 24 or schedule information 134 from equipment and instrument.
In addition, in the present embodiment, make use of the PC number of units that power supply is connected, but the transmission data volume of network equipment can also be paid close attention to, be judged as that when network load is high the number of units of PC is many.
As mentioned above, according to the present embodiment, collect data from the equipment and instrument frequent in the many region of PC number of units that power supply is connected, collect data the equipment and instrument low-frequency degree in the region that the PC number of units connected from power supply is few.
Usually, in the region that the PC number of units of power supply connection is many, the impact of the heat of PC is subject to and the environment such as power consumption temperature humidity are easy to change.
On the contrary, in the region that the PC number of units of power supply connection is few, environment not easily changes.
Therefore, can monitor that environment is easy to the state variation of the equipment and instrument in the region changed meticulously.
And then, Data Collection can not be carried out lavishly from the equipment and instrument in the not labile region of environment, and impact that the load of field network is caused can be suppressed.
Above, in the present embodiment, describe the transacter possessing following regional environmental change probe portion: the power on/off of the computer arranged in region is detected, power supply is connected region and build environment variable quantity information that the many region decision of number of units are the change being easy to cause environment.
In addition, in the present embodiment, describe the transacter possessing following regional environmental change probe portion: the network load in region is detected, by region decision high for network load be the region of the change being easy to cause environment and build environment variable quantity information.
Execution mode 6.
Below, the transacter of execution mode 6 is described.
Execution mode 6 is compared with execution mode 1, and the action of regional environmental change probe portion is different with the structure of environmental change amount information.
Figure 10 illustrates regional environmental change probe portion 21 and the environmental change amount information 175 of execution mode 6, below illustrates.
In addition, in the present embodiment, also there is scheduling generating unit 22, data collection unit 23 and information storage part 26, but eliminate diagram in Fig. 10.
In addition, similarly, in the present embodiment, the schedule information 24 shown in Fig. 2 or the schedule information shown in Fig. 6 134 are also mapped with zone number and environmental change amount information 155 and are stored in information storage part 26, but eliminate diagram in Fig. 10.
The lightness in each region is defined as Environmental Factors by the regional environmental change probe portion 21 of present embodiment, is judged as that the environment in the region when illumination that detected by illuminance transducer is more high/low than the illumination of predetermined benchmark is easy to change.
Therefore, environmental change amount information 175 is the illumination (unit is Lux) in each region.
General in the region that illumination is high, " being subject to a large amount of sunlight and temperature, humidity are easy to improve ", in the region that illumination is low, factors such as " needing the output improving illumination owing to not being vulnerable to sunlight " increases, so environment is easy to change.The regional environmental change probe portion 21 of present embodiment considers these factors.
In Fig. 10, show illumination to be 200 Luxs in region a, to be 150 Luxs in the B of region, to be 500 Luxs in the C of region, to be 800 Luxs in the D of region, to be the situation of 400 Luxs in the E of region.
Like this, in the present embodiment, the factor with following character can be defined as Environmental Factors by regional environmental change probe portion 21: from regulation fiducial value depart from large measured value, the impact caused the operating environment of instrument is larger.
And scheduling generating unit 22 generates: measured value significantly departs from the region of fiducial value, the schedule information 24 of the frequency of Data Collection frequent; Or measured value significantly departs from the region of fiducial value, the schedule information 134 that the object instrument of Data Collection is more.Data collection unit 23 collects data according to schedule information 24 or schedule information 134 from equipment and instrument.
In addition, in the present embodiment, make use of illuminance transducer, but the air flow sensor that the speed flow through air can also be utilized to detect, sensor transducer that the power of received-signal strength is detected.
As mentioned above, according to the present embodiment, collect data from the equipment and instrument frequent in the illumination region more high/low than predetermined illumination, collect data from the equipment and instrument low-frequency degree in other regions.
Usually, in the region that illumination is high, be subject to the impact of sunlight and the environment such as temperature humidity are easy to change.
On the contrary, in the region that illumination is low, the output of illumination strengthens, so power consumption is easy to increase.
Therefore, can monitor that environment is easy to the state variation of the equipment and instrument in the region changed meticulously.
And then, Data Collection can not be carried out lavishly from the equipment and instrument in the not labile region of environment, the impact that the load of field network is caused can be suppressed.
Above, in the present embodiment, describe the transacter possessing following regional environmental change probe portion: the illumination in region is detected, by region decision more high or low than predetermined benchmark for illumination be the region of the change being easy to cause environment and build environment variable quantity information.
In addition, in the present embodiment, describe the transacter possessing following regional environmental change probe portion: the speed that the air in region flows through is detected, by fireballing region decision be the region of the change being easy to cause environment and build environment variable quantity information.
In addition, in the present embodiment, describe the transacter possessing following regional environmental change probe portion: the received-signal strength in region is detected, by region decision strong for received-signal strength be the region of the change being easy to cause environment and build environment variable quantity information.
Finally, the hardware configuration example of the transacter 1 shown in execution mode 1 ~ 6 is described.
Figure 12 is the figure of an example of the hardware resource that the transacter 1 shown in execution mode 1 ~ 6 is shown.
In addition, the structure of Figure 12 only illustrates an example of the hardware configuration of transacter 1, and the hardware configuration of transacter 1 is not limited to the structure of Figure 12 record, also can be other structures.
In fig. 12, transacter 1 possesses the CPU911 (CentralProcessing Unit, be also called central processing unit, processing unit, arithmetic unit, microprocessor, microcomputer, processor) of executive program.
CPU911 is via bus 912, such as with ROM (Read Only Memory, read-only memory) 913, RAM (Random Access Memory, random access storage device) 914, communication board 915, display unit 901, keyboard 902, mouse 903, disk set 920 connect, and controls these hardware equippeds.
And then CPU911 also can connect with FDD904 (Flexible Disk Drive, floppy disk), compact disc device 905 (CDD), print apparatus 906, scanner device 907.In addition, also can replace disk set 920, and use the storage device such as optical disc apparatus, storage card (registration Business) read-write equipment.
RAM914 is an example of volatile memory.The storage medium of ROM913, FDD904, CDD905, disk set 920 is examples for nonvolatile memory.They are examples for storage device.
Communication board 915, keyboard 902, mouse 903, scanner device 907, FDD904 etc. are examples of input unit.
In addition, communication board 915, display unit 901, print apparatus 906 etc. are examples of output device.
Communication board 915 is as shown in Figure 1, connected to the network.Such as, communication board 915, except equipment LAN, also can be connected with internet, WAN (wide area network), SAN (storage area network) etc.
In disk set 920, store operating system 921 (OS), windows system 922, program group 923, file group 924.
CPU911 is while utilize operating system 921, windows system 922, the program of executive program group 923.
In addition, in RAM914, temporarily preserve the program of the operating system 921 that CPU911 is performed, application program at least partially.
In addition, in RAM914, save the various data needed for process performed by CPU911.
In addition, in ROM913, save BIOS (Basic Input Output System, basic input-output system) program, in disk set 920, save boot.
When transacter 1 starts, perform the bios program of ROM913 and the boot of disk set 920, by bios program and boot start-up function system 921.
In said procedure group 923, store the program performing and be illustrated as the function in " ~ portion " in the explanation of execution mode 1 ~ 6.Program is read by CPU911 and performs.
In file group 924, will represent that the information of the result of the process being illustrated as " ~ judgement ", " ~ calculating ", " ~ comparison ", " ~ detection ", " ~ mensuration ", " ~ renewal ", " ~ setting ", " ~ registration ", " ~ selection " etc. in the explanation of execution mode 1 ~ 6, data, signal value, variate-value, parameter are stored as projects of " ~ file ", " ~ database ".
" ~ file ", " ~ database " are stored in the recording mediums such as dish, memory.The information stored in the storage mediums such as dish, memory, data, signal value, variate-value, parameter read in main storage, cache memory via read/write circuit by CPU911, and for extracting the action of retrieval with reference to CPU such as comparison operation computing editor output typographical displaies out.
During extracting the action of retrieval with reference to the CPU of comparison operation computing editor output typographical display out, information, data, signal value, variate-value, parameter are temporarily stored in main storage, register, cache memory, buffer storage etc.
In addition, the part of arrow of the flow chart illustrated in execution mode 1 ~ 6 mainly represents that the input and output of data, signal, data, signal value are recorded in the recording medium such as disk, other CDs, mini-disk, DVD of the memory of RAM914, the floppy disk of FDD904, the compact disc of CDD905, disk set 920.In addition, data, signal are by bus 912, holding wire, cable, other transmission mediums and transmitting online.
In addition, the part being illustrated as " ~ portion " in the explanation of execution mode 1 ~ 6 both can be " ~ circuit ", " ~ device ", " ~ instrument ", in addition, also can be " ~ stage ", " ~ step ", " ~ process ".That is, the part being illustrated as " ~ portion " also can be realized by the firmware stored in ROM913.Or, also can by means of only software or by means of only hardware such as component devices substrate wirings or by the combination of software and hardware and then by implementing with the combination of firmware.Firmware and software are stored into as program in the recording mediums such as disk, floppy disk, CD, compact disc, mini-disk, DVD.Program is read by CPU911, is performed by CPU911.That is, program makes computer play function as " ~ the portion " of execution mode 1 ~ 6.Or, make computer perform step, the method in " ~ the portion " of execution mode 1 ~ 6.
Like this, transacter 1 shown in execution mode 1 ~ 6 possesses the CPU as processing unit, the memory as storage device, disk etc., the keyboard, mouse, communication board etc. as input unit, the computer as the display unit, communication board etc. of output device, uses these processing unit, storage device, input unit, output device to realize the function being expressed as " ~ portion " as mentioned above.
Claims (14)
1. a transacter, is connected with the multiple instruments being configured at multiple region, and collects data from each instrument, and the feature of this transacter is to have:
Area test value obtaining section, for each region, obtains the measured value to the Environmental Factors that the operating environment of instrument impacts;
Collection condition determination section, according to the measured value in each region obtained by described area test value obtaining section, for each region determination data collection condition; And
Data collection unit, according to the data collection condition in each region determined by described collection condition determination section, for each region, collects data from each instrument,
Described area test value obtaining section obtains: measured value is larger, the measured value of the Environmental Factors that the impact caused the operating environment of instrument is larger,
Described collection condition determination section determines: the region that measured value is large, is carried out the data collection condition that the quantity of the instrument of Data Collection is more by described data collection unit.
2. transacter according to claim 1, is characterized in that,
Described collection condition determination section also determines: the region that measured value is large, the data collection condition that the Data Collection frequency undertaken by described data collection unit is higher.
3. transacter according to claim 1 and 2, is characterized in that,
The place number that described area test value obtaining section obtains each region is used as the measured value of described Environmental Factors.
4. transacter according to claim 1 and 2, is characterized in that,
The described area test value obtaining section volume obtained in each region is used as the measured value of described Environmental Factors.
5. transacter according to claim 1 and 2, is characterized in that,
The force value that the ground that described area test value obtaining section obtains each region is subject to is used as the measured value of described Environmental Factors.
6. transacter according to claim 1 and 2, is characterized in that,
Described transacter will be provided with the subject area of multiple regions as Data Collection of door respectively,
The opening and closing number of times of the door that described area test value obtaining section obtains in each region is used as the measured value of described Environmental Factors.
7. transacter according to claim 1 and 2, is characterized in that,
The number of operations that described area test value obtaining section obtains the instrument of the particular types being configured at each region is used as the measured value of described Environmental Factors.
8. transacter according to claim 1 and 2, is characterized in that,
Described transacter will be provided with the subject area of multiple regions as Data Collection of computer respectively,
The work number of units of the computer that described area test value obtaining section obtains in each region is used as the measured value of described Environmental Factors.
9. transacter according to claim 1 and 2, is characterized in that,
Described transacter will be configured with the subject area of multiple regions as Data Collection of communication network,
The described area test value obtaining section network load value obtained in each region is used as the measured value of described Environmental Factors.
10. a transacter, is connected with the multiple instruments being configured at multiple region, and collects data from each instrument, and the feature of this transacter is to have:
Area test value obtaining section, for each region, obtains the measured value to the Environmental Factors that the operating environment of instrument impacts;
Collection condition determination section, according to the measured value in each region obtained by described area test value obtaining section, for each region determination data collection condition; And
Data collection unit, according to the data collection condition in each region determined by described collection condition determination section, for each region, collects data from each instrument,
Described area test value obtaining section obtains: depart from large measured value, the measured value of the Environmental Factors that the impact caused the operating environment of instrument is larger from the fiducial value of regulation,
Described collection condition determination section determines: obtain the region that measured value significantly departs from described fiducial value, carried out the data collection condition that the quantity of the instrument of Data Collection is more by described data collection unit.
11. transacters according to claim 10, is characterized in that,
Described collection condition determination section also determines: obtain the region that measured value significantly departs from described fiducial value, the data collection condition that the Data Collection frequency undertaken by described data collection unit is higher.
12. transacters according to claim 10 or 11, is characterized in that,
The illumination that described area test value obtaining section obtains each region is used as the measured value of described Environmental Factors.
13. transacters according to claim 10 or 11, is characterized in that,
The speed that the air that described area test value obtaining section obtains each region flows through is used as the measured value of described Environmental Factors.
14. transacters according to claim 10 or 11, is characterized in that,
The received-signal strength that described area test value obtaining section obtains each region is used as the measured value of described Environmental Factors.
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| PCT/JP2009/055015 WO2010106614A1 (en) | 2009-03-16 | 2009-03-16 | Data gathering device |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN102356645A CN102356645A (en) | 2012-02-15 |
| CN102356645B true CN102356645B (en) | 2015-03-04 |
Family
ID=42739285
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN200980158108.0A Expired - Fee Related CN102356645B (en) | 2009-03-16 | 2009-03-16 | Data gathering device |
Country Status (3)
| Country | Link |
|---|---|
| JP (1) | JP5264991B2 (en) |
| CN (1) | CN102356645B (en) |
| WO (1) | WO2010106614A1 (en) |
Families Citing this family (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP6138421B2 (en) | 2012-04-16 | 2017-05-31 | アイティーアイ株式会社 | Dialysis treatment device monitoring system and dialysis treatment device monitoring method |
| JP6042681B2 (en) * | 2012-09-27 | 2016-12-14 | 株式会社日立システムズ | Control device, control method, and control program |
| JP6474439B2 (en) * | 2017-02-22 | 2019-02-27 | ファナック株式会社 | Data collection device and data collection program |
| JP6499706B2 (en) * | 2017-03-31 | 2019-04-10 | ファナック株式会社 | Data collection management system, data collection management method and program for managing data collection of a plurality of machines |
| CN110806235B8 (en) * | 2019-11-15 | 2021-12-17 | 北京科技大学 | Indoor environment monitoring method, device, equipment and storage medium |
Family Cites Families (12)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JPH024147A (en) * | 1988-06-21 | 1990-01-09 | Mitsubishi Electric Corp | Control device for air conditioner |
| JPH07104842A (en) * | 1993-09-30 | 1995-04-21 | Toshiba Corp | Data collecting system |
| JPH08272878A (en) * | 1995-03-30 | 1996-10-18 | Oki Electric Ind Co Ltd | Method for judging number of customer and device therefor |
| JPH1078805A (en) * | 1996-09-04 | 1998-03-24 | Mitsubishi Electric Corp | Building management controller |
| JPH10161952A (en) * | 1996-11-27 | 1998-06-19 | Toshiba Corp | Method and system for monitoring computer fault |
| JP4130977B2 (en) * | 1998-09-29 | 2008-08-13 | 三菱重工パーキング株式会社 | Car parking information management method |
| JP4547776B2 (en) * | 2000-06-19 | 2010-09-22 | ダイキン工業株式会社 | Demand control system for electric equipment, demand control method, demand control management apparatus, and demand control management method |
| JP2003239510A (en) * | 2002-02-13 | 2003-08-27 | Atelier Yanagisawa Takahiko:Kk | Floor part for room of store or the like, method for measuring number of customers by the floor part and method for replacing floor tile of floor part |
| JP2005214495A (en) * | 2004-01-29 | 2005-08-11 | Taisei Corp | Management system for indoor equipment |
| JP2005229758A (en) * | 2004-02-13 | 2005-08-25 | Tyrell Express Kk | System for managing energy consumption |
| JP4801949B2 (en) * | 2005-08-05 | 2011-10-26 | 株式会社東芝 | Information collection system |
| JP2008015722A (en) * | 2006-07-05 | 2008-01-24 | Hitachi Electronics Service Co Ltd | Data processing system |
-
2009
- 2009-03-16 JP JP2011504628A patent/JP5264991B2/en not_active Expired - Fee Related
- 2009-03-16 WO PCT/JP2009/055015 patent/WO2010106614A1/en active Application Filing
- 2009-03-16 CN CN200980158108.0A patent/CN102356645B/en not_active Expired - Fee Related
Also Published As
| Publication number | Publication date |
|---|---|
| WO2010106614A1 (en) | 2010-09-23 |
| JPWO2010106614A1 (en) | 2012-09-20 |
| CN102356645A (en) | 2012-02-15 |
| JP5264991B2 (en) | 2013-08-14 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| US12081063B2 (en) | Device energy use determination | |
| CN102356645B (en) | Data gathering device | |
| US7225089B2 (en) | System and method for remote identification of energy consumption systems and components | |
| JP6455431B2 (en) | Monitoring device, monitoring method and program | |
| CN100533399C (en) | Self-learning method and system for detecting abnormalities | |
| CN102457575B (en) | Server consolidation method, device and system | |
| KR102174466B1 (en) | Method and apparatus for diagnosing error of operating equipment in smart farm | |
| JP6593325B2 (en) | Monitoring device, monitoring system, monitoring method and program | |
| US10254319B2 (en) | Apparatus, server, system and method for energy measuring | |
| KR20210081292A (en) | Apparatus and method of managing indoor air quality based on multiple information related to air quality in real time | |
| CN105786692A (en) | Analysis method of software operating period performance | |
| JPWO2015151789A1 (en) | TEACHER DATA GENERATION DEVICE, ELECTRIC DEVICE MONITORING SYSTEM, TEACHER DATA GENERATION METHOD, AND PROGRAM | |
| CA2933904C (en) | Managing the effectiveness of repairs in refrigeration assets | |
| CN104863798A (en) | Distributed storage based condition monitoring system and monitoring method for wind turbines | |
| US20150357816A1 (en) | Apparatus, server, system and method for energy measuring | |
| Caicedo et al. | Sensor data-driven lighting energy performance prediction | |
| CN108444741A (en) | refrigerator detecting system | |
| CA3167167C (en) | Method for estimating load by energy meter including load estimation model based on neural network and energy meter using the same | |
| KR101693873B1 (en) | Integrated management system and Method for management of building | |
| US8260929B2 (en) | Deploying analytic functions | |
| JP7415116B2 (en) | Airflow measurement system, communication module | |
| KR102379026B1 (en) | Electronic device and method for calculating power comsumption for processing unit thereof | |
| US20210372647A1 (en) | Method and system for automatic detection of malfunctions/inefficient household electronic heating device | |
| KR102635460B1 (en) | Method and apparatus for analyzing abnormal production based on phothovoltaic remote monitoring | |
| JP5287170B2 (en) | Failure cause analysis system, failure cause analysis method |
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: 20150304 Termination date: 20210316 |
|
| CF01 | Termination of patent right due to non-payment of annual fee |