JP5082215B2 - Elevator group management apparatus and group management method - Google Patents

Elevator group management apparatus and group management method Download PDF

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JP5082215B2
JP5082215B2 JP2005245128A JP2005245128A JP5082215B2 JP 5082215 B2 JP5082215 B2 JP 5082215B2 JP 2005245128 A JP2005245128 A JP 2005245128A JP 2005245128 A JP2005245128 A JP 2005245128A JP 5082215 B2 JP5082215 B2 JP 5082215B2
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destination floor
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豪 須藤
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Fujitec Co Ltd
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本発明は、エレベータの群管理装置及び方法の改良に関するものである。   The present invention relates to improvements in an elevator group management apparatus and method.

比較的規模の大きなビルにおいては、エレベータによる乗客輸送能力を向上させるため複数のエレベータを併設し、乗場での呼び登録に際して、最適なかごを選択し、サービスさせるシステムを導入している。ビルの規模が大きくなるにつれ、併設されるエレベータの台数も多くなり、これら複数のエレベータを群管理装置により、適切に制御して利用者に対する待ち時間の低減などのサービス向上に努めることとなる。   In a relatively large building, a plurality of elevators are installed in order to improve the passenger transportation capacity by elevators, and a system for selecting and servicing the optimum car at the time of call registration at the landing is introduced. As the scale of the building increases, the number of elevators installed will increase, and these multiple elevators will be appropriately controlled by a group management device to improve services such as reducing waiting time for users.

ビルの規模が大きくなるほど、各エレベータの停止階床数も増え、エレベータの1周運転時間、即ちエレベータが基準階から出発して、再び基準階に戻ってくるまでの時間も増え、利用者の待ち時間が増大する。   As the building size increases, the number of stop floors for each elevator also increases, and the one-round operation time of the elevator, that is, the time it takes for the elevator to depart from the standard floor and return to the standard floor increases. Latency increases.

そこで、乗場に行先階登録釦を設置し、各行先階ごとに乗車すべきエレベータかごを指定することにより、各エレベータかごの停止数を極力減らせ、1周運転時間を短縮させる案が実施されているが、特に、出勤時のアップピーク時などには威力を発揮して、輸送能力を大幅に向上させることができた。そして、各エレベータかごが持ちうる行先階の呼び割り当て数を制限するようにすれば、さらに効果が得られるものである。
特許第2573715号公報
Therefore, a destination floor registration button is installed at the hall, and by specifying the elevator car to be boarded for each destination floor, a plan has been implemented to reduce the number of stops of each elevator car as much as possible and to shorten the one lap operation time. However, it was particularly effective during up-peak hours when going to work and was able to greatly improve transportation capacity. Further, if the number of call assignments on the destination floor that each elevator car can have is limited, further effects can be obtained.
Japanese Patent No. 2573715

しかし、閑散時のような状況において、単純な呼び割り当て制限方式では、本来先着エレベータに呼びを割り当てた方が適切であっても、別のエレベータに呼びを割り当てる場合が存在し、結果的に閑散時のエレベータの待ち時間が長くなってしまう問題があった。   However, in situations such as when there is a quiet period, even if it is more appropriate to assign a call to the first-arrival elevator, there is a case where a call is assigned to another elevator. There was a problem that the waiting time of the elevator was long.

本発明は、任意の乗場には行先階登録手段を備え、複数のサービス階床に対して、複数基のエレベータかごを就役させるエレベータにおいて、
1. 現在から所定時間過去に遡った時間の乗場行先階呼びの未発生間隔と、前記乗場行先階呼びが登録された回数を検出する検出手段と、前記回数を前記未発生間隔で除算して予測待客発生率を算出する算出手段と、エレベータかごが前記行先階登録手段を備えた階に到着するまでの間に前記乗場行先階呼びにおける待客人数を前記予測待客発生率から予測する予測手段を備え、該待客人数に基づいて行先階乗場呼び割り当て制限をかける手段を備える。
2. 現在から所定時間過去に遡った時間の乗場行先階呼びの未発生間隔と、前記乗場行先階呼びが登録された回数とから、該回数を前記未発生間隔で除算して予測待客発生率を求め、エレベータかごが前記行先階登録手段を備えた階に到着するまでの間に前記乗場行先階呼びに何人の待客が発生するかを予測し、この予測人数から新規発生乗場呼びを仮割り当てした場合のエレベータ運行中の予測かご内最大人数を求め、これに基づき割り当て候補かごを絞る
のである。
The present invention is an elevator that includes a destination floor registration means at an arbitrary landing, and places a plurality of elevator cars in service with respect to a plurality of service floors.
1. A non-occurrence interval of a landing destination floor call for a time traced back a predetermined time from the present time, detection means for detecting the number of times the landing destination floor call is registered, and dividing the frequency by the non-occurrence interval. A calculation means for calculating a predicted waiting time occurrence rate, and a waiting number of people at the landing destination floor call is predicted from the predicted waiting time occurrence rate before the elevator car arrives at the floor provided with the destination floor registration means. Predicting means, and means for restricting destination floor hall call allocation based on the number of passengers.
2. Predicted waiting time is generated by dividing the number of occurrences of landing destination floor calls that have been traced back a predetermined time from the present time and the number of registrations of the landing destination floor calls by the non-occurrence intervals. The number of waiting passengers is predicted for the landing destination floor call before the elevator car arrives at the floor equipped with the destination floor registration means, and a newly generated landing call is calculated from the predicted number of passengers. The maximum number of people in the predicted car during the elevator operation in the case of temporary assignment is obtained, and the assignment candidate cars are narrowed down based on this .
It is also of the.

本発明では、到着したエレベータに順次乗り込める通常のアップ・ダウンボタン向け群管理に近い割り当て方法、或いは行先階乗場呼び特有の目的階に応じて乗車号機を分散させる割り当て方法との切り換えについて、その時々の交通状況に応じて自動的かつ速やかに行われる。恰も無段自動変速機を有する自動車のように極めて円滑な加減速が行われるようなものである。この切り換え運転について、利用者にはほとんど意識されることがない。   In the present invention, the switching between the allocation method close to the group management for normal up / down buttons that can be sequentially boarded in the elevator that arrives, or the allocation method that distributes the boarding machines according to the destination floor specific destination floor call, It is done automatically and promptly according to the traffic situation. The car is also such that extremely smooth acceleration / deceleration is performed like an automobile having a continuously variable automatic transmission. The user is hardly aware of this switching operation.

本発明は、先ず現在から遡って5分間の行き先階呼び未発生間隔及び行き先階呼びが登録された回数から予測待客発生率を求め、現在発生している行き先階呼びに割り当てエレベータかごが到着するまで何人の待客が発生するかを予測する。そして、この予測人数から新規発生乗場呼びを仮割り当てした場合の、エレベータ運行中の予測かご内最大人数を求め、これに基づき呼びに制限をかけるものである。 The present invention first obtains a predicted waiting rate from the number of times a destination floor call is not generated and the number of destination floor calls registered for 5 minutes retroactively from the present, and an elevator car arrives assigned to the currently generated destination floor call. Predict how many waiters will occur until Then, when the newly generated hall call is temporarily allocated from the predicted number of persons, the maximum number of persons in the predicted car during the elevator operation is obtained, and the call is limited based on this.

以下、本発明の実施例について、図面を用いて説明する。図1は本発明に係るエレベータ群管理装置の内部機能構成の一例を示す全体図、図2は図1において群管理装置が処理する全体の手順を示すフローチャート図、図3は待客発生時の処理手順を示すフローチャート図、図4は割り当てエレベータかご到着時の処理手順を示すフローチャート図、図5は待客発生率の計算手順を示すフローチャート図、図6は予測乗込み人数Nijkの計算手順を示すフローチャート図である。 Embodiments of the present invention will be described below with reference to the drawings. FIG. 1 is an overall view showing an example of an internal functional configuration of an elevator group management apparatus according to the present invention, FIG. 2 is a flowchart showing an overall procedure processed by the group management apparatus in FIG. 1, and FIG. FIG. 4 is a flowchart showing the processing procedure upon arrival of the assigned elevator car, FIG. 5 is a flowchart showing the waiting rate calculation procedure, and FIG. 6 is a calculation procedure for the predicted number of passengers N ijk . FIG.

図中、10は本発明に係る群管理装置で、割り当て判断部11と割り当て候補号機選択部12とデータ蓄積部20と入出力インターフェース13とからなっている。ここで、このデータ蓄積部20は過去のデータ、現在のデータ及び予測データなどエレベータ群管理に必要な各種データが蓄積されている。このデータは生データ21と計算処理データ22とに分類され、「生データ」とは「エレベータの現在位置」「現在登録されているかご呼び」「現在登録されている乗場呼び」などの特に計算処理を必要としないデータである。一方「計算処理データ」とは「生データ」を用い何らかの計算処理を施したデータであり、たとえば「エレベータ到着予測時間」「乗場呼び未発生間隔」などが挙げられる。この「計算処理データ」については、一定間隔ループデータ処理部23とイベント発生時データ処理部24とで処理され蓄積される。   In the figure, reference numeral 10 denotes a group management apparatus according to the present invention, which includes an allocation determination unit 11, an allocation candidate machine selection unit 12, a data storage unit 20, and an input / output interface 13. Here, the data storage unit 20 stores various data necessary for elevator group management, such as past data, current data, and predicted data. This data is classified into raw data 21 and calculation processing data 22, and “raw data” is a special calculation such as “current position of elevator”, “currently registered car call”, “currently registered hall call”, etc. Data that does not require processing. On the other hand, “calculation processing data” is data that has been subjected to some calculation processing using “raw data”, and includes, for example, “elevator arrival prediction time”, “no landing call occurrence interval”, and the like. This “calculation processing data” is processed and accumulated by the constant interval loop data processing unit 23 and the event occurrence data processing unit 24.

この一定間隔ループデータ処理部23では、一定間隔(たとえば、1分・5分など)ごとに計算処理を行う部分で、本発明における「過去5分間待客発生率(図5の処理)」は、この部分で計算処理された後、データが蓄積される。また、イベント発生時データ処理部24では、たとえば「新規に乗場呼びが登録された」「エレベータかごが該当階に到着した」「かご呼びが登録された」などの、何らかのイベントが発生した時(つまり、信号を受信した時)に計算処理される部分である。本発明では、図3、図4、図5での処理は、この部分で処理された後、データが蓄積される。   In this constant interval loop data processing unit 23, the calculation process is performed at regular intervals (for example, 1 minute, 5 minutes, etc.). After the calculation processing in this part, data is accumulated. Further, the event occurrence data processing unit 24, for example, when an event occurs such as “a new landing call is registered”, “an elevator car has arrived at the corresponding floor”, or “a car call is registered” ( In other words, it is a portion that is calculated when a signal is received. In the present invention, the processing in FIGS. 3, 4, and 5 is processed in this portion, and then data is accumulated.

次に、割り当て候補号機選択部12では、「乗場呼び登録信号」を受け取った時、この乗場呼びを割り当てるには不適切な号機を排除し、割り当て候補号機を絞る部分である。この判断に必要なデータを「データ蓄積部」20より受信し、これに基づき処理を行う。割り当て判断部11では、割り当て候補号機選択部12より送られたきた「割り当て候補号機」に評価式(たとえば、ファジールールやニューラルネットワーク)を適用し、最終的な割り当て号機を決定する部分である。30は任意の乗場の行き先階を指定する乗場呼びボタン、40は各エレベータの運行制御装置である。最後に、入出力インターフェース13では、乗場呼びボタン30、各号機の運行制御装置40、エレベータ群管理装置10内の各部分との適切な信号送受信を行うものである。   Next, the allocation candidate number selecting unit 12 is a part that, when receiving a “calling hall registration signal”, excludes numbers that are inappropriate for allocating this hall call and narrows down the number of candidate allocation numbers. Data necessary for this determination is received from the “data storage unit” 20 and processing is performed based on this data. The assignment determination unit 11 is a part that determines the final assignment number by applying an evaluation formula (for example, fuzzy rule or neural network) to the “assignment candidate number” sent from the assignment candidate number selection unit 12. 30 is a hall call button for designating a destination floor of an arbitrary hall, and 40 is an operation control device for each elevator. Finally, the input / output interface 13 performs appropriate signal transmission / reception with the hall call button 30, the operation control device 40 of each unit, and each part within the elevator group management device 10.

即ち、図7に示すように、待客発生率の計算に必要な値を行き先階乗場呼び登録装置が設置された階床毎に記録されている。階床iでj階への行先階乗場呼びが押された時、カウンターCijに1を加算する。そして、この時点において行先階jは既登録となるため、これ以降階床iからj階へ行く人は既に押されている行先階登録乗場呼びボタン30を押すことはなく、階床iからj階へ行く待客の発生の観測が不可能となる。この待客発生観測不能開始時刻tijを現在時刻として記憶する。割り当てエレベータが到着し、i階からj階への乗場呼び登録が可能になった時点(待客発生観測不可能時間は終了)で、図3からわかるとおり、再びi階からj階へ行く待客の発生を観測することが可能となり、i階からj階へ行く待客発生観測不能時間Tijは、Tij=現在時刻−tijと計算される。そして、この待客発生観測不能時間Tijを加算してゆき、図4からわかるとおり、過去5分間の待客発生観測不能合計時間STijを更新してゆく。また別のプロセスで、たとえば5分毎に全ての行き先階乗場呼び登録階iにおいて、次の式より過去5分間i階からj階行きの待客発生率Aij(人/秒)を更新してゆく。これについては、図5に示されている。
ij=Cij/(300−STij
ここで、上式の分母は、行先階呼びi,jの未発生間隔を意味する。
That is, as shown in FIG. 7, the values necessary for calculating the waiting rate are recorded for each floor where the destination floor hall call registration device is installed. When the destination floor hall call to the j-th floor is pushed at the floor i, 1 is added to the counter C ij . Since the destination floor j is already registered at this time, the person who goes from the floor i to the jth floor does not press the already-registered destination floor registration hall call button 30, and the floors i to j Observation of waiting customers going to the floor becomes impossible. This waiting time occurrence unobservable start time t ij is stored as the current time. As soon as the assigned elevator arrives and the hall call registration from the i-th floor to the j-th floor is possible (the waiting time for observing waiting for customers is over), as shown in FIG. The occurrence of customers can be observed, and the waiting time occurrence observable time T ij going from the i-th floor to the j-th floor is calculated as T ij = current time-t ij . Then, the waiting time occurrence observable time T ij is added, and as shown in FIG. 4, the waiting time occurrence observable total time ST ij for the past 5 minutes is updated. In another process, for example, at every destination floor hall call registration floor i every 5 minutes, the waiting rate A ij (person / second) from the i-th floor to the j-th floor is updated for the past 5 minutes from the following formula. Go. This is illustrated in FIG.
A ij = C ij / (300−ST ij )
Here, the denominator of the above equation means the non-occurrence interval of the destination floor calls i and j.

次に、i階における行き先階呼び割り当ての手順について、図2を用いて説明する。先ずステップ1で新規乗場呼びが発生すると、既に行き先階呼びが割り当てられている全ての階において、k号機では予測乗り込み人数Nijkを次のように計算する。図6からわかるとおり、ステップ2においてこの計算を全てのかごについて行う。
ijk=Aij*(atijk−rtij
ここで、iは乗場呼びが登録されている階、jはその行先階、kはその行先階呼びに割り当てられているエレベータかご号機である。
ijkはi階からj階へ行く待客の割り当てエレベータk号機到着時における予測乗り込み人数、aijkは発生階i階で行き先階j階の乗場呼びが割り当てられているエレベータk号機が到着する予測時刻、rtijはi階からj階行きの行き先階乗場呼びが登録された時刻である。atijkは周知の方法により、計算し、「計算処理データ」22より取り出し、rtijはデータ蓄積部20より取り出せばよい。
Next, a procedure for assigning a destination floor call on the i-th floor will be described with reference to FIG. First, when a new hall call is generated in Step 1, the predicted number of passengers N ijk is calculated in the k-th unit as follows on all floors to which a destination floor call has already been assigned. As can be seen from FIG. 6, in step 2, this calculation is performed for all the cars.
N ijk = A ij * (at ijk −rt ij )
Here, i is the floor where the hall call is registered, j is the destination floor, and k is the elevator car assigned to the destination floor call.
N ijk the number of people boarded prediction in the waiting passengers of the assigned elevator k Unit upon arrival to go to j floor from i floor, a ijk elevator k Unit to arrive to the destination floor j floor of the hall call has been assigned in the occurrence floor i floor The predicted time, rt ij, is the time when the destination floor hall call from the i-th floor to the j-th floor is registered. At ijk is calculated by a well-known method, extracted from “calculation processing data” 22, and rt ij may be extracted from the data storage unit 20.

次に、図8を参考にしながら、新規乗場呼びに着目しているエレベータに仮割り当てすると同時に、「現在持っているかご呼び」、「既に割り当てられている行き先階乗場呼びのある階(以下、DFGS階と称す。)の乗場呼び」を考慮しながら、エレベータを仮想的に進めていき、停止予定階にて客の乗り降りを操作しながら、Nijkによりエレベータかご内の乗車人数の変動を記録する。そして操作終了時にエレベータかご内の乗客人数の最大値MAXNkを求める。ここでは、簡単のため、乗車はDFGS階のみ、降車は客の行き先階で行うとした。 Next, referring to FIG. 8, temporary allocation is made to the elevator that focuses on the new hall call, and at the same time, “the car call you currently have”, “the floor with the destination floor hall call that has already been assigned (hereinafter, Record the change in the number of passengers in the elevator car with N ijk while virtually moving the elevator while considering the “calling hall of the DFGS floor”) and operating passengers on the planned stoppage floor To do. And determining the maximum value MAXN k of the number of passengers in the elevator car at the end of the operation. Here, for the sake of simplicity, it is assumed that the boarding is performed only on the DFGS floor and the getting off is performed on the destination floor of the customer.

そして、ステップ3において、次の条件に該当するエレベータを「割り当て候補号機」から除外する。
MAXNk≧制限値
この制限値は、(エレベータ定員)*(経験的にえられる定数(たとえば、0.6))
このことを全てのかごについて行う。
そして、ステップ4では「割り当て候補号機」が0になってしまうと、制限値を緩め(つまり、制限値に1を加算)て、再度上記条件を適用する。この操作については、「割り当て号機」が見つかるまで行われる。そして、最後に「割り当て候補号機」についてのみ、周知の「割り当て評価式」(たとえば、ファジールールやニューラルネットを利用したもの)を計算し、最も評価の高いエレベータを割り当てる。
In step 3, elevators that meet the following conditions are excluded from “assignment candidate cars”.
MAXN k ≧ limit value This limit value is (elevator capacity) * (constant obtained empirically (for example, 0.6))
Do this for all cars.
In Step 4, when the “assignment candidate number” becomes 0, the limit value is relaxed (that is, 1 is added to the limit value), and the above condition is applied again. This operation is performed until an “assigned number” is found. Finally, a well-known “assignment evaluation formula” (for example, using a fuzzy rule or a neural network) is calculated only for “assignment candidate cars”, and the elevator with the highest evaluation is assigned.

ところで、特開昭59−177266号公報、特開昭52−131343号公報や特公昭57−16067号公報には、乗場呼びが割り付けられたエレベータかごがその階に到着しても、乗り込む乗客によって満員になってしまい、全員が乗れない状況を回避するための手段について提案されているものが存在するが、本発明のように行き先階呼びの未発生間隔を考慮に入れるものではなく、アップピークから閑散時のような全ての交通状況に対応するものは皆無である。   By the way, according to Japanese Patent Laid-Open Nos. 59-177266, 52-131343 and 57-16067, even if an elevator car assigned with a hall call arrives at the floor, There are proposals for avoiding the situation where all people are not able to get on, but it does not take into account the non-occurrence intervals of destination floor calls as in the present invention, There is nothing to deal with in all traffic situations, such as when the sky is off.

以上の説明では、経験的に5分間の過去のデータを元に予測計算を行っているが、現場の状況や条件によって長くしたり短くしたりすることは可能である。   In the above description, the prediction calculation is empirically performed based on the past data for 5 minutes, but it can be made longer or shorter depending on the situation and conditions at the site.

本発明に係るエレベータ群管理装置の内部機能構成の一例を示す全体図である。1 is an overall view showing an example of an internal functional configuration of an elevator group management device according to the present invention. 図1において群管理装置が処理する全体の手順を示すフローチャート図である。It is a flowchart figure which shows the whole procedure which a group management apparatus processes in FIG. 割り当てエレベータかご到着時の処理手順を示すフローチャート図である。It is a flowchart figure which shows the process sequence at the time of arrival of an allocation elevator car. 割り当てエレベータかご到着時の処理手順を示すフローチャート図である。It is a flowchart figure which shows the process sequence at the time of arrival of an allocation elevator car. 待客発生率の計算手順を示すフローチャート図である。It is a flowchart figure which shows the calculation procedure of a waiting customer incidence rate. 予測乗込み人数Nijkの計算手順を示すフローチャート図である。It is a flowchart showing a calculation procedure of the prediction boarding number N ijk. 待客発生率の算出に必要な値の計測状況を示す図である。It is a figure which shows the measurement condition of the value required for calculation of a waiting customer incidence. 予測かご内最大人数の計算方法を示す図である。It is a figure which shows the calculation method of the maximum number of people in a prediction cage | basket | car.

符号の説明Explanation of symbols

10 エレベータ群管理装置
11 割り当て判断部
12 割り当て候補号機選択部
20 データ蓄積部
23 一定間隔ループ計算処理部
24 イベント発生時データ処理部
30 行き先階乗場呼びボタン
DESCRIPTION OF SYMBOLS 10 Elevator group management apparatus 11 Assignment judgment part 12 Assignment candidate number machine selection part 20 Data storage part 23 Fixed interval loop calculation processing part 24 Event generation data processing part 30 Destination floor hall call button

Claims (3)

任意の乗場には行先階登録手段を備え、複数のサービス階床に対して、複数基のエレベータかごを就役させるエレベータにおいて、現在から所定時間過去に遡った時間の乗場行先階呼びの未発生間隔と、前記乗場行先階呼びが登録された回数を検出する検出手段と、前記回数を前記未発生間隔で除算して予測待客発生率を算出する算出手段と、エレベータかごが前記行先階登録手段を備えた階に到着するまでの間に前記乗場行先階呼びにおける待客人数を前記予測待客発生率から予測する予測手段を備え、該待客人数に基づいて行先階乗場呼び割り当て制限をかける手段を備えたことを特徴とするエレベータの群管理装置。 Arbitrary halls are equipped with destination floor registration means, and in the elevators where multiple elevator cars are put into service for multiple service floors, the landing destination floor call non-occurrence interval for a time that has been traced back in the past for a predetermined time from the present Detecting means for detecting the number of times the landing destination floor call has been registered; calculating means for calculating a predicted waiting time occurrence rate by dividing the number of times by the non-occurrence interval; and an elevator car as the destination floor registration means And predicting means for predicting the number of waiting passengers in the landing destination floor call from the predicted waiting-to-occurrence rate before arriving at the floor provided with a destination floor landing call allocation restriction based on the waiting passenger number An elevator group management device comprising means. 前記所定時間は、5分程度の時間であることを特徴とする請求項1に記載のエレベータの群管理装置。 The elevator group management device according to claim 1, wherein the predetermined time is about 5 minutes. 任意の乗場には行先階登録手段を備え、複数のサービス階床に対して、複数基のエレベータかごを就役させるエレベータにおいて、現在から所定時間過去に遡った時間の乗場行先階呼びの未発生間隔と、前記乗場行先階呼びが登録された回数とから、該回数を前記未発生間隔で除算して予測待客発生率を求め、エレベータかごが前記行先階登録手段を備えた階に到着するまでの間に前記乗場行先階呼びに何人の待客が発生するかを予測し、この予測人数から新規発生乗場呼びを仮割り当てした場合のエレベータ運行中の予測かご内最大人数を求め、これに基づき割り当て候補かごを絞ることを特徴とするエレベータの群管理方法。 Arbitrary halls are equipped with destination floor registration means, and in the elevators where multiple elevator cars are put into service for multiple service floors, the landing destination floor call non-occurrence interval for a time that has been traced back in the past for a predetermined time from the present And the number of times the landing destination floor call has been registered, to divide the number of times by the non-occurrence interval to obtain a predicted waiting time occurrence rate until the elevator car arrives at the floor equipped with the destination floor registration means The number of waiting passengers is predicted for the landing destination floor call during this period, and the predicted maximum number of passengers in the elevator operation when the newly generated landing call is provisionally assigned is calculated from this predicted number. A group management method for elevators characterized by narrowing down the allocation candidate cars.
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