CN108910630A - Multiple lift control system and method based on multiple agent competitive way - Google Patents
Multiple lift control system and method based on multiple agent competitive way Download PDFInfo
- Publication number
- CN108910630A CN108910630A CN201810736500.XA CN201810736500A CN108910630A CN 108910630 A CN108910630 A CN 108910630A CN 201810736500 A CN201810736500 A CN 201810736500A CN 108910630 A CN108910630 A CN 108910630A
- Authority
- CN
- China
- Prior art keywords
- information
- unit
- bidding
- competitive
- bid
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Classifications
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B66—HOISTING; LIFTING; HAULING
- B66B—ELEVATORS; ESCALATORS OR MOVING WALKWAYS
- B66B1/00—Control systems of elevators in general
- B66B1/02—Control systems without regulation, i.e. without retroactive action
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B66—HOISTING; LIFTING; HAULING
- B66B—ELEVATORS; ESCALATORS OR MOVING WALKWAYS
- B66B1/00—Control systems of elevators in general
- B66B1/34—Details, e.g. call counting devices, data transmission from car to control system, devices giving information to the control system
- B66B1/3415—Control system configuration and the data transmission or communication within the control system
Abstract
The invention discloses the multiple lift control systems and method of a kind of multiple agent competitive way, each elevator control system is an autonomous agent, obtain other intelligent bodies that the intelligent body of calling signal generates information on bidding and be sent in collaboration range according to predetermined protocol, each intelligent body is submitted a tender for information on bidding, and by bidding, optimal intelligent body provides service for passenger;Each intelligent body includes:User interface elements, for being interacted with passenger;Communication unit, for carrying out information transmitting with the other intelligent bodies cooperateed in range;Competitive bidding unit, for generating all information in tendering process and carrying out competitive bidding with the other intelligent bodies cooperateed in range;Control unit form operational plan and executes service according to calling after acceptance of the bid.More elevator United Dispatchings are changed to multiple elevator cooperation with service by bidding mechanism using the decentralized control mode for not depending on additional group control device by the present invention, improve the reliability of multiple lift control system, reduce the requirement to software and hardware.
Description
Technical field
The present invention is related with the dispatching technique of more elevators, and in particular to a kind of elevator group based on multiple agent competitive way
Control system and method.
Background technique
Multiple lift control system makes to dispatch multiple elevator synthetic operations in range, to mention by reasonable dispatching method
The integrity service efficiency of high multiple lift control system produces more energy efficient, more comfortable dispatching requirement again in recent years.
Common be achieved in that of multiple lift control system increases the team control unit with scheduling feature, the team control unit
It is communicated with each elevator in scheduling range, each elevator sends service request and oneself state, team control to team control unit
Unit sends Group Control Schedule instruction to each elevator, and this mode is referred to as focus control mode.In actual moving process, one
Denier team control unit breaks down, and entire group control system will be unable to run, and elevator dispatching paralyses, this is focus control mode
The fatal problem of multiple lift control system.
In order to solve this problem, industry proposes some new improvement projects, is summed up and is broadly divided into following two:
(1) scheme of multi-computer Redundancy, i.e., in multiple lift control system setting one work in team control unit and one or
Multiple spare team control units switch to spare at once once the team control unit in working in discovery operational process breaks down
Team control unit;
The scheme of (2) half focus control modes, i.e. cancellation team control unit, make each elevator be provided with team control function, at certain
One elevator of a moment is as team control unit, once find that current team control unit breaks down, then by remaining other elevators
A certain serve as team control unit role according to the priority arranged in advance, such as CN201210381192.6,
What the patents of invention such as CN201610117907.5, CN201610119384.8 used is exactly this kind of scheme.
In above-mentioned improvement project, the first scheme significantly can additionally increase equipment cost, and in order to ensure elevator system
That unites is highly reliable, needs to select multi-level backup, and team control unit carries out when can further increase cost in this way, and break down
There is also certain technical problems for the details such as hot-swap.Although second scheme avoids the cost problem of additional copy, still
As the team control unit of multiple lift control system, need to undertake scheduling responsibility, what is generated therewith is the raising to software and hardware requirement
With the increase of extra cost, while the connection type between each elevator can also become complicated, fault monitoring and when breaking down
Switching is still more many and diverse in time.
Both the above improvement project, multiple lift control system substantially still fall within focus control mode at runtime, serve as
The equipment of team control unit completes the communication with whole elevators and obtains its state to be analyzed, so that scheduling decision is made, work
It is larger to make load, still higher to hardware requirement, the following cost is also relatively high.
Summary of the invention
Technical problem to be solved by the invention is to provide a kind of multiple lift control systems based on multiple agent competitive way
And method, can solve existing multiple lift control system reliability it is low, to the demanding problem of software and hardware.
In order to solve the above technical problems, the multiple lift control system of multiple agent competitive way provided by the invention, the electricity
Each elevator control system in terraced group control system is defined as an autonomous intelligent body, obtain the intelligent body of calling signal according to
Scheduled agreement, the other intelligent bodies for generating information on bidding and being sent in collaboration range, each intelligent body are done for information on bidding
It responds and submits a tender out, Service Privileges are finally obtained by optimal intelligent body of bidding, provide service for passenger;
Each intelligent body includes user interface elements, competitive bidding unit, communication unit, control unit, wherein:
User interface elements, for being interacted with passenger;
Communication unit, for carrying out information transmitting with the other intelligent bodies cooperateed in range;
Competitive bidding unit is carried out for generating all information in tendering process, and with the other intelligent bodies cooperateed in range
Competitive bidding;
Control unit is service execution unit, after elevator acceptance of the bid, according to calling form operational plan and executes service.
More preferably, the intelligent body further includes self study unit, according to all numbers during tendering process and service
According to carrying out self study and improve the mode of bid of competitive bidding unit.
In above system, the user interface elements and communication unit carry out information bidirectional transmission, the competitive bidding unit
Information bidirectional transmission is all carried out with user interface elements and self study unit, the competitive bidding unit carries out information biography to control unit
It is defeated, and competitive bidding unit and control unit carry out information transmission to self study unit jointly.
It is every in multiple lift control system the present invention also provides a kind of Elevator group control method based on multiple agent competitive way
A elevator control system is defined as an autonomous intelligent body, obtains the intelligent body of calling signal according to scheduled agreement, generates
Information on bidding is simultaneously sent to the other intelligent bodies cooperateed in range, and each intelligent body is responded and thrown for information on bidding
Mark finally obtains Service Privileges by optimal intelligent body of bidding, provides service for passenger.
In the above-mentioned methods, it is passenger by crying with what the intelligent body was connected that intelligent body, which enters the trigger condition of tendering process,
There is new bid letter on network where vehicle device or device for displaying predetermined sending calling signal or reservation signal or intelligent physical examination measure
Breath.
Further, the calling signal or reservation signal of passenger is real-time transmitted to intelligent body by the communication unit of intelligent body
User interface elements;User interface elements are believed after being connected to calling signal according to the service request that the agreement of regulation is made into standard
It ceases, and the service request information is sent to the competitive bidding unit of the intelligent body;After competitive bidding unit is connected to service request information, for
This service request information calculates tender price and generates bidding information, then bidding information is turned via user interface elements
Give communication unit;After communication unit is connected to bidding information, bidding information is sent to by net according to the agreement arranged in advance
Network.
Further, the communication unit moment of intelligent body monitors its place network, just passes through after receiving information on bidding
The user interface elements of intelligent body send the competitive bidding unit of intelligent body to;Competitive bidding unit calculates tender price simultaneously for information on bidding
Bidding information is generated, then bidding information is handed into communication unit via user interface elements;Communication unit is connected to trick and throws
After marking information, bidding information is sent to by network according to the agreement arranged in advance.Specific step is as follows:
The first step, after the communication unit of some intelligent body receives bidding information and is sent to competitive bidding unit, competitive bidding
Whether unit judges itself have service ability to the information on bidding, that is, judge whether itself meets requirement of invitation for bid, if met,
Then enter second step, otherwise sets tender price to arrange worst price, into the 7th step;
Second step, competitive bidding unit generate tender price according to the tender price algorithm of setting according to self-condition;
Third step, competitive bidding unit by the tender price of generation compared with the current best price in bidding information, if
Better than current best price, then enter the 4th step, otherwise enters the 5th step;
4th step, competitive bidding unit replaces current best price and best price bidder, into the 7th step;
5th step, competitive bidding unit by the tender price of generation compared with the current candidate price in bidding information, if
Better than current candidate price, then enter the 6th step;
6th step, competitive bidding unit replace current candidate price and candidate price bidder, into the 7th step;
7th step, competitive bidding unit updates the bidding information including bidder's list, by bidding information via user circle
Face unit sends communication unit to, network where being sent to the bidding information of the intelligent body by communication unit.
In the above-mentioned methods, the termination condition of tendering process is that all intelligent bodies in range is cooperateed with to submit a tender or worked as
Time interval between preceding time and bid time started has exceeded the longest bid time of setting.Further, Mei Gezhi
When energy body finds that this bid meets termination condition, the bid state in bidding information, which is set bid, to be terminated, and is broadcast to association
All intelligent bodies in co-extensive.Specific step is as follows:
The competitive bidding unit of the first step, intelligent body compares bidder's list in bidding information with members list,
If all intelligent bodies have been submitted a tender, enter the 4th step, otherwise enters second step;
Second step, competitive bidding unit calculate bid pass through the time, i.e., current time and bid the time started between time between
Every;
Third step, whether the bid of competitive bidding unit judges exceeds the longest bid time by the time, if it is, into the 4th
Step is sent to place network after being otherwise made into bid information;
4th step, the bid state in bidding information is set bid end mark by competitive bidding unit, and bid is terminated letter
Breath is sent to communication unit through user interface elements, is sent to all intelligent bodies in collaboration range by communication unit.
In the above-mentioned methods, after tendering process, intelligent body confirms whether itself is winning bidder, if itself being acceptance of the bid
The control unit for information notice intelligent body of getting the bid is generated and accepts information and be sent to association by person, the competitive bidding unit of intelligent body
Each on-line intelligence body in co-extensive;If itself not being winning bidder, further confirm that whether be candidate winning bidder, if
It is then to start timing, waits winning bidder to issue and accept information, if the competitive bidding unit of the intelligent body within a specified time fails to receive
To the undertaking information of winning bidder, then it oneself will be switched to winning bidder and acceptance of the bid information notified into control unit, while issuing undertaking
Information, and be expressly recited to be accepted by candidate winning bidder and service.
Further, it after the control unit of intelligent body is connected to acceptance of the bid information, forms executive plan and executes service, while institute
There is intelligent body to charge to acceptance of the bid information in the service registration table that competitive bidding unit is held, the intelligent body for executing service completes primary clothes
After business, the control unit of the intelligent body notifies competitive bidding unit, generates service by competitive bidding unit and completes information, and via user interface
Unit and communication unit are sent to all intelligent bodies;All tricks that the service registration table is used to record in multiple lift control system are thrown
Mark information, finally undertaking person.
Wherein, the competitive bidding unit of intelligent body is found according to specific period traverse service registration form when in service registration table
When the information on bidding that can be rebid, competitive bidding unit generates bid information again, and requires communication single via user interface elements
Member sends bid information again to the current undertaking person of the service;After intelligent body as current undertaking person receives bid information again,
Its competitive bidding unit reappraises the service, if tender price of the tender price still than bidder again is excellent, then result
To maintain the statusquo, otherwise bidder gets the bid again, and the competitive bidding unit of current undertaking person generates again bid information according to result and sends to
Bidder again.
Wherein, when the acceptance of the bid of certain intelligent body but can not fulfil accepted service, the competitive bidding unit of the intelligent body generates event
Hinder information, network where being published to, after each intelligent body receives fault message, competitive bidding unit checks service registration table, by institute in table
Faulty intelligent body is revised as the record of winning bidder, substitutes winning bidder in candidate price and candidate price bidder
Marked price lattice, newly by the Service Notification to control unit, control unit is included in service program and executes service elected winning bidder.
The beneficial effects of the present invention are:
1. revolutionizing existing focus control mode or modified focus control mode, use fully distributed
Mode, therefore multiple lift control system is no longer dependent on single team control unit avoids team control unit and breaks down caused group
Team control mode is changed to the collaboration of independent individual competition task in essence by control failure from the traffic control under limited resources
Work, the scalability of system are significantly promoted;
In the prior art, the control number of units of group control system is largely determined by hardware interface number and meter as team control unit
Calculation ability, and in technical solution of the present invention, as long as network insertion allows, it can arbitrarily increase group member, each member
Calculated load do not have any increase;
2. it is cooperated in the form of mode of bid competitive service permission, meanwhile, it is exhaled to solve some special requirements
It cries or special services requires, set bid qualification system, the intelligent body for only meeting requirement of invitation for bid can submit a tender, and facilitate spy
The realization of different specification;
3. bid result is no longer rely on single team control unit and carries out service distribution, but each intelligent body according to agreement voluntarily
It determines, the acceptance of the bid undertaking person for obtaining Service Privileges announces result according to agreement;
4. each intelligent body has for issuable abnormal conditions redefines the rule of undertaking person, at the same introduced with
The mechanism of the secondary competition of Shi Jinhang can make according to condition variation for the mechanism that some unsuitable undertaking persons are replaced
It obtains group control system and has mechanism for correcting errors;
5. calculated load dispersion, each intelligent body is according to scheduling process and fortune due to using multiple agent competitive way
Row process carries out independent self study and is easily achieved, and is updated, so that successive optimization makes intended result and reality when submitting a tender
As a result it is more nearly;
6. due to eliminating focus control mode, so no longer need additional team control unit, save equipment at
This, decreases fault point;Meanwhile service is scattered in each elevator, running frequency is more dispersed, will not frequently replace team control and set
It is standby, it is economically more advantageous.
Detailed description of the invention
Fig. 1 is the structural block diagram of intelligent body in the present invention;
Fig. 2 is the networking schematic diagram of elevator group of the invention;
Fig. 3 is the work flow diagram of the competitive bidding unit in the present invention inside intelligent body;
Fig. 4 is bid information product process figure in the present invention;
Fig. 5 is the decision flow chart of end of submitting a tender in the present invention.
Specific embodiment
Present invention will now be described in further detail with reference to the accompanying drawings and specific embodiments.
The present invention extends its function on the basis of existing independently operated elevator control system, and having it can be
The service request received makes the functional module of corresponding decision, each elevator control system can be coordinated with other with it again
Elevator control system exchanges information.
The service request is exactly that passenger (can be landing button, or be purpose building in stop by operating device
Layer building floor choosing device can also be any equipment that can issue call request such as mobile phone) it calls elevator, elevator is required to come to service
Behavior, it is generally the case that this service request can generate a corresponding calling signal (or referred to as chauffeur signal).?
In existing multiple lift control system, which can be sent to team control unit by the communication unit of elevator.
The present invention is based in the multiple lift control system of multiple agent competitive way, each elevator control system be one from
Main intelligent body, intelligent body is by being passenger services after competitive way acquisition Service Privileges.Under normal circumstances, passenger sends out in stop
Calling signal out is sent to an elevator being connected with operating device (i.e. calling device).In the present invention, on each stop
Chauffeur device be connected with an elevator control system, obtain the elevator control system of calling signal according to scheduled agreement, packet
Calling signal is filled, the other elevator control systems for making information on bidding and being sent in collaboration range, each elevator control system is received
It responds after to information on bidding, submits a tender for the calling signal, service power is finally obtained by optimal intelligent body of bidding
Limit, provides service for passenger.
Each intelligent body includes user interface elements (i.e. UI unit), competitive bidding unit, communication unit, control unit, such as Fig. 1
It is shown, wherein:
User interface elements are mainly mentioned including receiving the calling signal of passenger, carrying out service for interacting with passenger
Show and (is its service by showing screen informing passenger by which elevator, the state of elevator of service, such as position, direction are provided)
Deng the user interface elements are directly connected to calling device in landing calls device or carriage by wired mode or wireless mode
And service prompts device (such as display screen etc.);
Communication unit, for carrying out information transmitting with the other intelligent bodies cooperateed in range;
Competitive bidding unit, for generating all information in tendering process, including information on bidding, bid information, tender price
Deng, while sending communication unit to by user interface elements and carrying out competitive bidding with the other intelligent bodies cooperateed in range;
Control unit is exactly traditional electric life controller, is service execution unit, when as intelligent body certain
After elevator control system is submitted a tender successfully, the control unit in the intelligent body forms executive plan according to calling form and executes service
To provide required service for passenger.
Here user interface elements are on logical meaning, including receive operating member and information alert component, wherein
Receive operating member include traditional landing button, car button and novel application program of mobile phone (APP), the POS even
It is the device that bio-identification terminal etc. can inherently export calling signal, information alert component is that elevator service information is anti-
It feeds the device of user, including display screen and mobile phone screen etc. in traditional stop direction and floor indicator, carriage.With
Family boundary element receives passenger operation, generates calling signal to subsequent cell, during subsequent cell carries out competitive bidding, user
Boundary element shows some current selections services or other humanized information, show competitive bidding result to multiplying after the generation of competitive bidding result
Visitor.For example, passenger issues calling signal and when not generating competitive bidding result, user interface elements can show " you select be before
Toward the building N, sending suitable elevator, please wait a moment " information, user interface elements can show elevator after competitive bidding result generates
Information on services " the m elevator serviced for you is being come, and the waiting of the side m please be arrived ".
As shown in Figure 1, the user interface elements and communication unit carry out information bidirectional transmission, the competitive bidding unit and use
Family boundary element carries out information bidirectional transmission, and the competitive bidding unit carries out information transmission to control unit.
In the present invention, multiple elevators of collaborative work are referred to as elevator group, accordingly, multiple elevator control system compositions
The communication modes of multiple lift control system, multiple lift control system can take many forms, as long as meeting all elevator control systems
Within a specified time complete tendering process.For example, can physically use wired connection (can for bus-type, grid type,
Star-like equal various structures), it can also be using wireless connection;Form of communication can be event-driven, or polling mode, this
Field technical staff can carry out equipment according to actual needs.Under normal conditions, passenger starts in stop operation call button, is
System needs that result is fed back to passenger in a few seconds, and Fig. 2 show bus-type networking architecture.
Multiple lift control system carries out response processing and feedback result for the calling signal of passenger, and main includes submitting a tender
Journey, acceptance of the bid implementation procedure further relate to re-bid in above process, service the abnormal conditions processing such as undertaking person's transmission failure.
It elaborates below for each process.
In the present invention, the competitive bidding unit of each intelligent body (can be thrown by two factor triggerings into working condition
Mark process), a factor is that passenger is believed by chauffeur (or reservation) device sending call (or reservation) being connected with the intelligent body
Number, another factor is then that intelligent body detects there is new information on bidding on network by communication unit, related procedure such as Fig. 3 institute
Show.
Intelligent body is by the detailed process that above-mentioned first factor enters working condition:Passenger passes through the chauffeur in stop
Device or device for displaying predetermined calling (or reservation) elevator, such as utilize the operation button or floor selector of stop or cell phone application etc., passenger
Call operation generate calling signal and give the use of the corresponding intelligent body of chauffeur device by communication unit real-time transmission
Family boundary element.User interface elements are connected to after calling signal and are made into the service request information of standard (i.e. according to the agreement of regulation
Pack calling signal), and the service request information is sent to the competitive bidding unit of the intelligent body.Competitive bidding unit is connected to service request
After information, calculate tender price for this service request information and generate bidding information, then by bidding information via with
Family boundary element hands to communication unit.After communication unit is connected to bidding information, according to the agreement arranged in advance by bidding
Information is sent to network (network where the intelligent body of all collaborative works).
Intelligent body enters working condition with by calling triggering by the process that above-mentioned second factor enters working condition
Process is similar, the difference is that the communication unit moment of intelligent body monitors network where it, after receiving information on bidding just
Send competitive bidding unit to, subsequent process is identical as calling triggering, i.e., competitive bidding unit calculates tender price, generates bid information simultaneously
Communication unit is sent to through user interface elements and is issued by communication unit.Communication unit monitors network, and mainly there are two functions:
(1) it if there is data on network, receives and sends subsequent corresponding units processing to;(2) it obtains network sending permission and sends number
According to.If networking, using agreements such as general TCP, collision avoidance is default feature, also it is referred to realization and conflicts back
Function is kept away, this part has been the existing mature technology of network communication, and it will not be described in detail here.
Bidding packet contains bidding number, sender, call property (departure floor, just/back side, direction, purpose building
Layer, special requirement), current best price, that is, bidder number, current candidate price and bidder's number, as shown in table 1, but simultaneously
Not limited to this, those skilled in the art, which can according to need, increases or decreases relevant information.
1 bidding message structure of table
The bid of one intelligent body is from the whole process for being connected to information on bidding to the tender price for generating itself, i.e. Fig. 3
The middle link for generating bid information.No matter intelligent body is triggered by which factor and enters working condition, and bid is recruited from discovery
Mark information starts, the difference is that, the competitive bidding unit of intelligent body is entered the specific mistake of working condition by first factor triggering
Journey is to be made into information on bidding after itself being connected to service request information, automatically into bid link, and the competitive bidding unit of intelligent body by
The detailed process that second factor triggering enters working condition is that discovery has information on bidding on network, hence into bid ring
Section.Specific steps are as shown in figure 4, be described as follows:
The first step, after the communication unit of some intelligent body receives bidding information and is sent to competitive bidding unit, competitive bidding
Whether unit judges itself have service ability to the information on bidding, that is, judge whether itself meets requirement of invitation for bid, if met,
Then enter second step, otherwise sets tender price to arrange worst price, into the 7th step;
Second step, competitive bidding unit generate tender price according to the tender price algorithm of setting according to self-condition;
Third step, competitive bidding unit by the tender price of generation compared with the current best price in bidding information, if
Better than current best price, then enter the 4th step, otherwise enters the 5th step;
4th step, competitive bidding unit replaces current best price and best price bidder, into the 7th step;
5th step, competitive bidding unit by the tender price of generation compared with the current candidate price in bidding information, if
Better than current candidate price, then enter the 6th step;
6th step, competitive bidding unit replace current candidate price and candidate price bidder, into the 7th step;
7th step, competitive bidding unit updates the bidding information including bidder's list, by bidding information via user circle
Face unit sends communication unit to, network where being sent to the bidding information of the intelligent body by communication unit.In order to avoid
The bid of multiple intelligent bodies clashes in a network, can use the network protocol such as TCP etc. of standard, network conflict is by bottom
Agreement solves automatically, if without network protocol, it can be by being accessed again after generating random number latency period
Mode waits interval different, can avoid network conflict because the random number that different intelligent body obtains can be different,
Above-mentioned technology belongs to the mature means of network communication, therefore is not described in detail here.
In tendering process, the competitive bidding unit of each intelligent body judges whether tendering process should terminate.In the present invention
In, tendering process can be terminated by two conditions, and first is that all intelligent bodies in cooperateing with range have been submitted a tender, and second is
Time interval between current time and bid time started has exceeded the longest bid time of setting.
When each intelligent body finds that this bid meets termination condition, the bid state in bidding information is set into bid knot
Beam, and all intelligent bodies being broadcast in collaboration range, process is as shown in figure 5, specific as follows:
The first step, competitive bidding unit compares bidder's list with the members list for being stored in competitive bidding unit, if institute
There is intelligent body to submit a tender, then enter the 4th step, otherwise enters second step;
Second step, competitive bidding unit calculate bid pass through the time, i.e., current time and bid the time started between time between
Every;
Third step, whether the bid of competitive bidding unit judges exceeds the longest bid time by the time, if it is, into the 4th
Step is sent to place network after being otherwise made into bid information;
4th step, the bid state in bidding information is set bid end mark by competitive bidding unit, and bid is terminated letter
Breath is sent to communication unit through user interface elements, is sent to all intelligent bodies in collaboration range by communication unit.
When the competitive bidding unit of some intelligent body discovery bid termination condition is set up, generating bid ending message (is exactly to recruit
The bid state of mark information is set bid and is terminated) and it is sent to each on-line intelligence body in collaboration range, in bidding information
The bidder of current best price is winning bidder, provides service by winning bidder for passenger.When the communication unit of some intelligent body
After receiving bid ending message, the bid ending message is sent to competitive bidding unit through user interface elements, it is true by competitive bidding unit
Recognize whether itself is winning bidder's (i.e. whether competitive bidding unit confirmation best price bidder number is oneself number), if it is acceptance of the bid
Acceptance of the bid information is then notified control unit by person, competitive bidding unit, while being generated and being accepted information and be sent to each in collaboration range
A on-line intelligence body;If itself not being winning bidder, further confirm that whether be candidate winning bidder, if it is, start timing,
It waits winning bidder to issue and accepts information, if the competitive bidding unit of the intelligent body within a specified time fails to receive the undertaking of winning bidder
Information oneself will then be switched to winning bidder and acceptance of the bid information notified control unit, while issuing undertaking information, and be expressly recited
Service (the candidate price person for being recorded in information on bidding) is accepted by candidate winning bidder.
Control unit is connected to after acceptance of the bid information, is formed executive plan and is executed service.All intelligent bodies get the bid this
Information is charged in held service registration table, which is held and managed by competitive bidding unit, is used to record elevator
The information such as all bidding information, final undertaking person in group control system.
After an intelligent body completes primary service, control unit notifies competitive bidding unit, has been serviced by the generation of competitive bidding unit
All intelligent bodies are sent at information and through user interface elements and communication unit, and all intelligent bodies are connected to the clothes after the information
Business deletes out of service registration table and moves on to historical record (historical record is an independent region in competitive bidding unit, is deposited
Put each information on bidding) it saves, it mainly includes the relevant data of service process that information is completed in service, is such as connected to information on bidding and arrives
Service starts time used, the time for providing service etc..
In tendering process, some abnormal conditions can occur with not can avoid, such as re-bid, service undertaking person's generation event
Barrier etc..
Wherein, in the process of running, the competitive bidding unit of intelligent body is expected to according to specific period traverse service registration form, searching
The demand for services rebid.When finding the information on bidding that can be rebid in service registration table, competitive bidding unit can be given birth to
At bid information again, and via user interface elements requirement communication unit, to the service, currently undertaking person sends bid information again.
After intelligent body communication unit as current undertaking person is connected to bid information again, competitive bidding unit is sent to through user interface elements,
Competitive bidding unit reappraises the service, if tender price of the tender price still than bidder again is excellent, then result is
It maintains the statusquo, otherwise bidder gets the bid again, and competitive bidding unit generates again bid information according to result and sends bidder again to.It submits a tender again
If itself winning after person is connected to bid information again, it is published to all intelligent bodies (same way is announced with bid result), institute
There is intelligent body to update service registration table.
When the acceptance of the bid of some intelligent body but can not fulfil accepted service, fault message is generated by competitive bidding unit and is passed through
Network where user interface elements and communication unit are published to, the fault message include failure person's number and fault attribute, each intelligence
Can the communication unit of body receive and inform that competitive bidding unit, competitive bidding unit check service registration through user interface elements after fault message
Table is revised using intelligent fault bodies all in table as the record of winning bidder, is replaced with candidate price and candidate price bidder
For winning bidder and tender price, candidate's field information is remained unchanged, that is, the winning bidder of these services readjusted after modifying
As being with candidate.Newly elected winning bidder (i.e. former candidate) is by the Service Notification to control unit, control unit column
Enter service program and executes service.In addition, being not suitable for when intelligent body finds to have existed in the service oneself accepted by oneself
When providing, the information of bidding again can be also issued, and process is identical as normal bidding.
In aforementioned tendering process, intelligent body is for the current shape that the tender price of some service request is according to intelligent body
What the characteristics of state and the service was calculated according to certain tender price algorithm, calculated result reflects that the intelligent body provides clothes
The expection of the quality of business.In general, tender price, there are two types of situation, the first is waiting time class index, at this time the value it is more low more
It is good, such as passenger's average latency during riding time, elevator are run, it is also possible to these services or waiting time index
Simple function;Second is that intelligent body provides the remuneration of service acquisition, and the higher the better for the value at this time, in this case, is submitting a tender
The high side of remuneration wins in the process, some indirect indexes is generallyd use, when encouragement intelligent body receives orders more and order is completed
Between if lower than the system option adjusted duration (all intelligent body draws or the history of oneself average) having now known, by difference section
With the product of the service sum of undertaking and according to some proportion coefficient as being awarded to intelligent body.
The algorithm for calculating tender price can be some explicit function calculating process, or neural network (including
Deep neural network) etc. computation models.As a kind of specific implementation, the hair application No. is 201310080795.7 can refer to
The scheme that bright patent application is announced.
On the basis of above-mentioned multiple lift control system, the intelligent behavior of intelligent body is more excellent other than aforementioned bidding behavior
A feature be that can learn tendering process and service process, constantly improve the computing capability of oneself tender price.Therefore, intelligence
Can body further include self study unit, the self study unit can according to tendering process and execute service process in all data into
Row self study and the competitive bidding mode for improving competitive bidding unit, as shown in Figure 1, competitive bidding unit and control unit are jointly to self study unit
Carry out information transmission.
In the present invention, the self study unit of each intelligent body is by the way of enhancing study, according to bid data kimonos
Business result is independently learnt.During self study, there are two states, i.e. idle state and service state for intelligent body.It is idle
State refers to that the current operational plan of intelligent body does not have any unfinished service request and remains static, and belongs to waiting task
State.There are unfinished service request or the service not completed to ask in intelligent body operational plan although service state refers to
It asks, but is carrying out in some service process.Enter service state from idle state, and completes all service programs again
Process into idle state is known as a scene (episode).After each scene, the self study unit of intelligent body
Self study all is carried out to the data during scene.
Intelligent body carries out the prediction data of the tender price when target of self study is bid and reality is completed in final service
Data are consistent as far as possible, i.e., the service quality predicted when making and submit a tender by self study is more and more accurate, best when submitting a tender in this way
The best service that tender price is to.
Self study result in one scene of intelligent body is temporarily stored in inside self study unit, is not updated usually and is submitted a tender at once
Calculation of price rule.After the scene of intelligent body experience reach certain amount (such as 50) afterwards the unified throwing for updating all intelligent bodies
The tender price of marked price lattice computation rule, i.e., all intelligent bodies of result synchronized update learnt with an intelligent body calculates rule
Then.When an intelligent body self study unit through specifying number scene self study after, will be with broadcast mode (by self study list
Member issues, and successively passes through competitive bidding unit, user interface elements, is finally broadcasted by communication unit to place network) to issue study logical
Know to the other intelligent bodies cooperateed in range, prepare publication learning outcome, intelligent body has fed back publisher after receiving study notice
Through preparing to receive data, after publisher issues learning outcome, each intelligent body updates oneself tender price computation rule in group, updates
Publisher is fed back to as a result, publisher records successfully regenerator's list and version after success.If some intelligent body fails
Update is also not related, is updated to most because the update of learning outcome using old parameter is directly covered, can skip the intermediate stage
New result.
Study, which updates, each time unique version number, for example, version number is 0 at the beginning of system, updates every time
Add 1.According to existing record when issuing study notice when an intelligent body prepares publication learning outcome, automatically generate new
Version number, and be published to all members in group, each member updates internal record, maintains latest edition number.No matter learn
As a result it updates and whether succeeds, version number once announces and cannot cancel.If issuing more new version is lower than current latest edition,
It then updates and is ignored.
Although in the above description, all intelligent bodies in range is cooperateed with to update tender price computation rule jointly,
The present invention is not limited thereto, and intelligent body can also update alone.In addition, all numbers that although competitive bidding unit generates in the present invention
It is believed that breath is all sent to communication unit by user interface elements, then issued by communication unit, but those skilled in the art
Member can easily improve according to above-mentioned principle, and the information for generating competitive bidding unit is directly carried out by communication unit
Publication, without being subjected to user interface elements, illustrates hereby.
The present invention revolutionizes existing focus control mode or modified focus control mode, uses distribution completely
The mode of formula, therefore multiple lift control system is no longer dependent on single team control unit, avoiding team control unit and breaking down causes
Team control failure team control mode is changed to independent individual competition task from traffic control under limited resources in essence
It cooperates, the scalability of system is significantly promoted.In the prior art, the control number of units of group control system is largely determined by conduct
The hardware interface number and computing capability of team control unit, and in technical solution of the present invention, it, can be any as long as network insertion allows
Increase group member, the calculated load of each member does not have any increase.
The present invention is cooperated in the form of mode of bid competitive service permission, meanwhile, in order to solve some special rule
Lattice calling or special services requirement, set bid qualification system, and the intelligent body for only meeting requirement of invitation for bid can submit a tender, side
Just the realization of special requirement;Mark result is no longer rely on single team control unit and carries out service distribution, but each intelligent body is according to association
View is decided in its sole discretion, and the acceptance of the bid undertaking person for obtaining Service Privileges announces result according to agreement.
Meanwhile each intelligent body of the invention has the rule for redefining undertaking person for issuable abnormal conditions,
The mechanism for carrying out secondary competition at any time has been introduced simultaneously, can have been replaced for some unsuitable undertaking persons according to condition variation
The mechanism changed, so that group control system has mechanism for correcting errors;Due to using multiple agent competitive way, the independence of each intelligent body
Self study is easily achieved, and can independently can be learnt according to oneself operational process, and be updated, so that successive optimization makes
Intended result and actual result when bid are more nearly.
The present invention, so no longer needing additional team control unit, is saved and is set due to eliminating focus control mode
Standby cost, decreases fault point;Meanwhile service is scattered in each elevator, running frequency is more dispersed, will not frequently replace team control
Equipment is economically more advantageous.
The present invention has been described in detail through specific embodiments, the embodiment be only it is of the invention compared with
Good embodiment not limits the invention.Without departing from the principles of the present invention, those skilled in the art does
Equivalent replacement and improvement out are regarded as in the technology scope that the present invention is protected.
Claims (16)
1. a kind of multiple lift control system of multiple agent competitive way, which is characterized in that each of described multiple lift control system
Elevator control system is defined as an autonomous intelligent body, obtains the intelligent body of calling signal according to scheduled agreement, generates and recruit
Mark information is simultaneously sent to the other intelligent bodies cooperateed in range, and each intelligent body is responded and submitted a tender for information on bidding,
Service Privileges are finally obtained by optimal intelligent body of bidding, provide service for passenger;
Each intelligent body includes user interface elements, competitive bidding unit, communication unit, control unit, wherein:
User interface elements, for being interacted with passenger;
Communication unit, for carrying out information transmitting with the other intelligent bodies cooperateed in range;
Competitive bidding unit carries out competitive bidding for generating all information in tendering process, and with the other intelligent bodies cooperateed in range;
Control unit is service execution unit, after elevator acceptance of the bid, according to calling form operational plan and executes service.
2. the multiple lift control system of multiple agent competitive way according to claim 1, which is characterized in that the intelligent body
Further include self study unit, carries out self study according to all data during tendering process and service and improve competitive bidding unit
Mode of bid.
3. the multiple lift control system of multiple agent competitive way according to claim 1, which is characterized in that user circle
Face unit and communication unit carry out information bidirectional transmission, and the competitive bidding unit and user interface elements carry out information bidirectional transmission,
The competitive bidding unit carries out information transmission to control unit.
4. the multiple lift control system of multiple agent competitive way according to claim 2, which is characterized in that user circle
Face unit and communication unit carry out information bidirectional transmission, and the competitive bidding unit and user interface elements and self study unit all carry out
Information bidirectional transmission, the competitive bidding unit carry out information transmission to control unit, and described control unit is carried out to self study unit
Information transmission.
5. a kind of Elevator group control method based on multiple agent competitive way, which is characterized in that each of multiple lift control system
Elevator control system is defined as an autonomous intelligent body, obtains the intelligent body of calling signal according to scheduled agreement, generates and recruit
Mark information is simultaneously sent to the other intelligent bodies cooperateed in range, and each intelligent body is responded and submitted a tender for information on bidding,
Service Privileges are finally obtained by optimal intelligent body of bidding, provide service for passenger.
6. the Elevator group control method according to claim 5 based on multiple agent competitive way, which is characterized in that intelligent body
Trigger condition into tendering process is that passenger is believed by chauffeur device or device for displaying predetermined the sending call being connected with the intelligent body
Number or reservation signal or intelligent physical examination measure where have new information on bidding on network.
7. the Elevator group control method according to claim 6 based on multiple agent competitive way, which is characterized in that
The calling signal or reservation signal of passenger is real-time transmitted to the user interface list of intelligent body by the communication unit of intelligent body
Member;
User interface elements are connected to the service request information for being made into standard after calling signal according to the agreement of regulation, and by the service
Solicited message sends the competitive bidding unit of the intelligent body to;
After competitive bidding unit is connected to service request information, tender price is calculated for this service request information and generates bidding letter
Breath, then bidding information is handed into communication unit via user interface elements;
After communication unit is connected to bidding information, bidding information is sent to by network according to the agreement arranged in advance.
8. the Elevator group control method according to claim 6 based on multiple agent competitive way, which is characterized in that
The communication unit moment of intelligent body monitors network where it, just passes through user circle of intelligent body after receiving information on bidding
Face unit sends the competitive bidding unit of intelligent body to;
Competitive bidding unit calculates tender price for information on bidding and generates bidding information, then by bidding information via user circle
Face unit hands to communication unit;
After communication unit is connected to bidding information, bidding information is sent to by network according to the agreement arranged in advance.
9. the Elevator group control method according to claim 7 or 8 based on multiple agent competitive way, which is characterized in that tool
Steps are as follows for body:
The first step, after the communication unit of intelligent body receives bidding information and is sent to competitive bidding unit, competitive bidding unit judges
Whether itself has service ability to the information on bidding, that is, judges whether itself meets requirement of invitation for bid, if met, enters the
Otherwise two steps set tender price to arranging worst price, into the 7th step;
Second step, competitive bidding unit generate tender price according to the tender price algorithm of setting according to self-condition;
Third step, competitive bidding unit by the tender price of generation compared with the current best price in bidding information, if be better than
Current best price then enters the 4th step, otherwise enters the 5th step;
4th step, competitive bidding unit replaces current best price and best price bidder, into the 7th step;
5th step, competitive bidding unit by the tender price of generation compared with the current candidate price in bidding information, if be better than
Current candidate price, then enter the 6th step;
6th step, competitive bidding unit replace current candidate price and candidate price bidder, into the 7th step;
7th step, competitive bidding unit updates the bidding information including bidder's list, by bidding information via user interface list
Member sends communication unit to, network where being sent to the bidding information of the intelligent body by communication unit.
10. the Elevator group control method according to claim 5 based on multiple agent competitive way, which is characterized in that submit a tender
The termination condition of process is that all intelligent bodies in range is cooperateed with to submit a tender or between current time and bid time started
Time interval exceeded longest bid time of setting.
11. the Elevator group control method according to claim 10 based on multiple agent competitive way, which is characterized in that each
When intelligent body finds that this bid meets termination condition, the bid state in bidding information, which is set bid, to be terminated, and is broadcast to
Cooperate with all intelligent bodies in range.
12. the Elevator group control method according to claim 11 based on multiple agent competitive way, which is characterized in that specific
Steps are as follows:
The competitive bidding unit of the first step, intelligent body compares bidder's list in bidding information with members list, if
All intelligent bodies have been submitted a tender, then enter the 4th step, otherwise enter second step;
Second step, competitive bidding unit, which calculates bid, to be passed through the time, i.e. current time and the time interval between the bid time started;
Whether third step, the bid of competitive bidding unit judges exceed the longest bid time by the time, if it is, into the 4th step,
Otherwise place network is sent to after being made into bid information;
Bid state in bidding information is set bid end mark by the 4th step, competitive bidding unit, and will bid ending message warp
User interface elements are sent to communication unit, are sent to all intelligent bodies in collaboration range by communication unit.
13. the Elevator group control method according to claim 5 based on multiple agent competitive way, which is characterized in that submit a tender
After process, intelligent body confirms whether itself is winning bidder, if itself being winning bidder, the competitive bidding unit of intelligent body will get the bid
Information notifies the control unit of intelligent body, while generating each on-line intelligence accepting information and being sent in collaboration range
Body;If itself not being winning bidder, further confirm that whether be candidate winning bidder, if it is, starting timing, waits winning bidder
Information is accepted in publication, will if the competitive bidding unit of the intelligent body within a specified time fails to receive the undertaking information of winning bidder
It oneself is switched to winning bidder and acceptance of the bid information is notified into control unit, while issuing undertaking information, and be expressly recited by candidate
Mark person accepts service.
14. the Elevator group control method according to claim 13 based on multiple agent competitive way, which is characterized in that intelligence
It after the control unit of body is connected to acceptance of the bid information, forms executive plan and executes service, while all intelligent bodies will acceptance of the bid information note
Enter in the service registration table that competitive bidding unit is held, the intelligent body for executing service is completed after once servicing, the control of the intelligent body
Unit notifies competitive bidding unit, generates service by competitive bidding unit and completes information, and sends via user interface elements and communication unit
To all intelligent bodies;The service registration table is used to record all bidding information, finally the undertaking persons in multiple lift control system.
15. the Elevator group control method according to claim 14 based on multiple agent competitive way, which is characterized in that intelligence
The competitive bidding unit of body is according to specific period traverse service registration form, when the bid for finding to rebid in service registration table
When information, competitive bidding unit generates bid information again, and requires communication unit currently holding to the service via user interface elements
The person of connecing sends bid information again;After intelligent body as current undertaking person receives bid information again, competitive bidding unit is to the service
It is reappraised, if tender price of the tender price still than bidder again is excellent, then result is to maintain the statusquo, is otherwise thrown again
Mark person acceptance of the bid, the competitive bidding unit of current undertaking person generate again bid information according to result and send bidder again to.
16. the Elevator group control method according to claim 14 based on multiple agent competitive way, which is characterized in that when certain
When intelligent body acceptance of the bid can not but fulfil accepted service, the competitive bidding unit of the intelligent body generates fault message, where being published to
Network, after each intelligent body receives fault message, competitive bidding unit checks service registration table, using intelligent fault bodies all in table as in
The record of mark person is revised, substitute winning bidder and tender price with candidate price and candidate price bidder, is newly elected to
By the Service Notification to control unit, control unit is included in service program and executes service mark person.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201810736500.XA CN108910630B (en) | 2018-07-06 | 2018-07-06 | Elevator group control system and method based on multi-agent competition mode |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201810736500.XA CN108910630B (en) | 2018-07-06 | 2018-07-06 | Elevator group control system and method based on multi-agent competition mode |
Publications (2)
Publication Number | Publication Date |
---|---|
CN108910630A true CN108910630A (en) | 2018-11-30 |
CN108910630B CN108910630B (en) | 2020-09-29 |
Family
ID=64425033
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201810736500.XA Active CN108910630B (en) | 2018-07-06 | 2018-07-06 | Elevator group control system and method based on multi-agent competition mode |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN108910630B (en) |
Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN112591568A (en) * | 2020-12-15 | 2021-04-02 | 海南大学 | Device sharing method for fusion of data and information facing intention calculation and reasoning |
CN112794172A (en) * | 2021-01-13 | 2021-05-14 | 海南大学 | Data portrait and information portrait value alternating current conversion oriented carrying method and system |
TWI761063B (en) * | 2020-04-24 | 2022-04-11 | 日商三菱電機股份有限公司 | Elevator system |
CN114326608A (en) * | 2021-11-30 | 2022-04-12 | 云南昆船智能装备有限公司 | AGV group system based on multi-agent |
Citations (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP0252266A1 (en) * | 1986-07-07 | 1988-01-13 | Inventio Ag | Remote monitoring system for lift installations |
JPH02215672A (en) * | 1989-02-14 | 1990-08-28 | Toshiba Corp | Elevator control device |
CN1325360A (en) * | 1999-10-21 | 2001-12-05 | 三菱电机株式会社 | Elevator group controller |
CN101525099A (en) * | 2009-03-10 | 2009-09-09 | 中山大学 | Device for mutually coordinating elevator equipment in elevator set |
CN102897613A (en) * | 2012-10-09 | 2013-01-30 | 苏州默纳克控制技术有限公司 | Elevator intelligent group control system and method |
CN102976170A (en) * | 2011-09-05 | 2013-03-20 | 东芝电梯株式会社 | Group management control device of elevator |
CN103092143A (en) * | 2011-11-08 | 2013-05-08 | 天津长城科安电子科技有限公司 | Centralized control of building intelligent system |
CN106453009A (en) * | 2016-11-16 | 2017-02-22 | 四川省亚丁胡杨人力资源集团有限公司 | Service control system for smart community |
JP2017154839A (en) * | 2016-02-29 | 2017-09-07 | フジテック株式会社 | Group management control device and group management system for elevators, and elevator system |
CN107662861A (en) * | 2016-07-31 | 2018-02-06 | 刘凤娇 | A kind of elevator dispatching system |
-
2018
- 2018-07-06 CN CN201810736500.XA patent/CN108910630B/en active Active
Patent Citations (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP0252266A1 (en) * | 1986-07-07 | 1988-01-13 | Inventio Ag | Remote monitoring system for lift installations |
JPH02215672A (en) * | 1989-02-14 | 1990-08-28 | Toshiba Corp | Elevator control device |
CN1325360A (en) * | 1999-10-21 | 2001-12-05 | 三菱电机株式会社 | Elevator group controller |
CN101525099A (en) * | 2009-03-10 | 2009-09-09 | 中山大学 | Device for mutually coordinating elevator equipment in elevator set |
CN102976170A (en) * | 2011-09-05 | 2013-03-20 | 东芝电梯株式会社 | Group management control device of elevator |
CN103092143A (en) * | 2011-11-08 | 2013-05-08 | 天津长城科安电子科技有限公司 | Centralized control of building intelligent system |
CN102897613A (en) * | 2012-10-09 | 2013-01-30 | 苏州默纳克控制技术有限公司 | Elevator intelligent group control system and method |
JP2017154839A (en) * | 2016-02-29 | 2017-09-07 | フジテック株式会社 | Group management control device and group management system for elevators, and elevator system |
CN107662861A (en) * | 2016-07-31 | 2018-02-06 | 刘凤娇 | A kind of elevator dispatching system |
CN106453009A (en) * | 2016-11-16 | 2017-02-22 | 四川省亚丁胡杨人力资源集团有限公司 | Service control system for smart community |
Cited By (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
TWI761063B (en) * | 2020-04-24 | 2022-04-11 | 日商三菱電機股份有限公司 | Elevator system |
CN112591568A (en) * | 2020-12-15 | 2021-04-02 | 海南大学 | Device sharing method for fusion of data and information facing intention calculation and reasoning |
CN112591568B (en) * | 2020-12-15 | 2021-11-02 | 海南大学 | Device sharing method for fusion of data and information facing intention calculation and reasoning |
WO2022127091A1 (en) * | 2020-12-15 | 2022-06-23 | 海南大学 | Intention calculation and reasoning-oriented data and information fusion device sharing method |
CN112794172A (en) * | 2021-01-13 | 2021-05-14 | 海南大学 | Data portrait and information portrait value alternating current conversion oriented carrying method and system |
CN112794172B (en) * | 2021-01-13 | 2022-04-01 | 海南大学 | Data portrait and information portrait value alternating current conversion oriented carrying method and system |
CN114326608A (en) * | 2021-11-30 | 2022-04-12 | 云南昆船智能装备有限公司 | AGV group system based on multi-agent |
Also Published As
Publication number | Publication date |
---|---|
CN108910630B (en) | 2020-09-29 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN108910630A (en) | Multiple lift control system and method based on multiple agent competitive way | |
CN111680893B (en) | Digital twin system of multi-self-addressing robot picking system and scheduling method | |
CN108427436A (en) | Winged prosecutor method, master control unmanned plane and the computer storage media of unmanned plane cluster | |
CN108596500A (en) | Dispatch method, central control system and the computer storage media of unmanned plane cluster | |
CN106209482A (en) | A kind of data center monitoring method and system | |
JP2003528785A (en) | Destination control for elevators | |
CN108490976A (en) | A kind of scheduling system of unmanned plane cluster | |
Li et al. | Hey! preparing humans to do tasks in self-adaptive systems | |
CN108490975A (en) | A kind of dispatching method and computer storage media of unmanned plane cluster | |
CN105487945B (en) | A kind of non-similar pair of remaining four machine monitors fault tolerant control method certainly | |
CN109104351A (en) | Train network node and train network node monitoring method based on CANopen agreement | |
CN113844977B (en) | Elevator control reminding and fault self-diagnosis method and system and storage medium | |
CN103700026A (en) | Free node transfer processing method for intelligent power grid dispatching | |
CN108123987A (en) | The method and device of master scheduler is determined from cloud computing system | |
CN108594854A (en) | A kind of unmanned plane cluster and its flying method | |
CN112910952B (en) | Distributed task scheduling method and device, storage medium and electronic device | |
CN113268352A (en) | Multi-instruction response type task collaborative management method facing general service robot | |
CN111242643B (en) | Real-time updating system for manufacturing service information of miniature annular part | |
KR20140128684A (en) | System and method for reservation of amusement park utilization | |
CN106516917A (en) | Elevator system | |
CN109274549A (en) | Networking management method between a kind of blank pipe monitoring information processing system | |
CN114330974A (en) | Robot scheduling method and device, electronic equipment and storage medium | |
JP2022178403A (en) | Software rewriting system and software rewriting method | |
CN111027880A (en) | Method and system for configuring dispatching personnel of full-automatic operation system | |
Tripathi et al. | Multi agent system in job shop scheduling using contract net protocol |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant |