JPH0374790A - Fuzzy controller for medium supply of automatic transaction machine - Google Patents

Abstract

PURPOSE:To control the supply of media with high efficiency and in response to the transaction situation by outputting the most appropriate correction value out of a fuzzy rule storing the proper number of remaining media and the correction value of a specific data period and applying the fuzzy inference control to a discharging amount limiting means and a small remaining amount informing means. CONSTITUTION:When a small remaining note sensor S detects a small number of remaining media stored in an automatic transaction machine in its transaction process, a fuzzy inference control means 25 outputs the most proper supply correction value based on a fuzzy rule in order to obtain an optimum consequent part with the detection element of the sensor S defined as an antecedent part. Then the fuzzy inference control is applied to a discharging amount control means 23 and the sensor S with output of the supply correction value so that a discharge amount of the automatic transaction machine is controlled and a clerk in charge supplies the media. As a result, a discharge amount of the automatic transaction machine is limited by such an extent that causes no down of the machine when the number of remaining media of the machine is decreased. At the same time, an instruction is given to the clerk to supply the media for prevention of shortage of media. Thus it is possible to always maintain the working of an automatic transaction machine having the high control ability.

Description

【発明の詳細な説明】 （イ）産業上の利用分野 この発明は、例えば銀行業務で使用されるような入出金
処理系の自動取引機に関し、さらに詳しくは紙幣、硬貨
、伝票等の媒体を効率よく補充管理する自動取引機の媒
体補充ファジィ制御装置に関する。[Detailed Description of the Invention] (a) Industrial Application Field The present invention relates to automatic transaction machines for deposit and withdrawal processing, such as those used in banking, and more specifically to automatic transaction machines that handle media such as banknotes, coins, and slips. The present invention relates to a media replenishment fuzzy control device for an automatic transaction machine that efficiently manages replenishment.

（ロ）従来の技術 一般に、この種の自動取引機は、入金、出金、振込み、
通帳記入、残高照会等の各種取引機能を有しており、顧
客はこのうちの一項目を選択して自動取引を実行してい
る。(b) Conventional technology In general, this type of automatic transaction machine is capable of depositing, withdrawing, transferring money,
It has various transaction functions such as passbook entry and balance inquiry, and customers select one of these functions to execute automatic transactions.

ところで、ある特定の時間帯、曜日帯等の特定日時帯に
あっては、出金取引が集中して例えば紙幣の不足を発生
させる傾向にある。By the way, in certain time zones such as certain time zones and days of the week, there is a tendency for withdrawal transactions to be concentrated, resulting in a shortage of banknotes, for example.

それゆえ、係員は利用頻度が高まる特定日時帯に前もっ
て、補充量を予測して十分に補充しているが、個々の自
動取引機毎に放出量が大きく異なるなど補充推定量が不
正確なために、この自動取引機をしばしばダウンさせて
稼動率を低下させる問題を有していた。Therefore, the staff predicts the amount of replenishment in advance and replenishes it sufficiently during specific days and times when usage frequency increases, but the estimated amount of replenishment is inaccurate, such as the amount released from each automatic transaction machine varies greatly. Another problem was that the automatic transaction machines were often down, reducing the operating rate.

（ハ）発明が解決しようとする問題点 この発明は、自動取引機の取引状況に応じて効率よく補
充管理することができる高補充管理性能に富む自動取引
機の媒体補充ファジィ制御装置の提供を目的とする。(C) Problems to be Solved by the Invention The present invention aims to provide a fuzzy media replenishment control device for an automatic transaction machine that is capable of efficiently managing replenishment according to the transaction status of the automatic transaction machine and has high replenishment management performance. purpose.

（ニ）問題点を解決するための手段 この発明は、自動取引機の内部に収納されている媒体の
一放出量を制限する放出量制限手段と、媒体収納部に収
納されている媒体の残少を報知する残少報知手段と、自
動取引機の媒体残量および自動取引機の利用頻度が一時
的に集中する特定日時帯を検知する検知手段と、上記検
知手段で検知した自動取引機の媒体残量と自動取引機の
特定日時帯の入力に対し、適正な媒体残量と特定日時帯
の修正量を納めたファジィルールから最も妥当な修正量
を出力して、上記放出量制限手段および残少報知手段を
ファジィ推論制御するファジィ推論制御手段とを備えた
自動取引機の媒体補充ファジィ制御装置である。(d) Means for Solving Problems This invention provides a discharge amount limiting means for limiting the amount of media stored in an automatic transaction machine and a remaining amount of media stored in a media storage section. a detection means for detecting the remaining amount of media in the automatic transaction machine and a specific date and time when the frequency of use of the automatic transaction machine is temporarily concentrated; In response to the input of the media remaining amount and the specific date and time period of the automatic transaction machine, the most appropriate correction amount is output from the fuzzy rule containing the appropriate media remaining amount and correction amount for the specific date and time period, and the above-mentioned release amount limiting means and This is a medium replenishment fuzzy control device for an automatic transaction machine, which is equipped with a fuzzy inference control means that performs fuzzy inference control of a remaining quantity notification means.

（ホ）発明の作用 この発明によれば、自動取引機の取引過程において、検
知手段が自動取引機に収納されている媒体の残少を検知
したとき、この検知要素を前件部としてファジィ推論制
御手段が、最適な後件部を求めるべくファジィルールに
基づいた最も妥当な補充修正量を出力し、この出力で自
動取引機の一放出量を制限するように、また係員が媒体
を補充操作するように放出量制限手段および残少検知手
段をファジィ推論制御する。(e) Effect of the Invention According to this invention, during the transaction process of an automatic transaction machine, when the detection means detects the remaining amount of media stored in the automatic transaction machine, fuzzy inference is performed using this detection element as an antecedent part. The control means outputs the most appropriate replenishment correction amount based on fuzzy rules in order to find the optimal consequent, and uses this output to limit the amount of one discharge from the automatic transaction machine, and also allows the clerk to replenish the medium. The emission amount limiting means and the remaining amount detecting means are controlled by fuzzy inference so as to achieve the following.

（へ）発明の効果 このため、自動取引機の媒体が残少傾向にあるときは、
自動取引機がダウンしない程度に一放出量を制限し、か
つ係員に媒体を補充するよう報知して媒体切れを解消し
、自動取引機を常に稼動維持する高管理能力を有する自
動取引機として用いることができる。(f) Effects of the invention For this reason, when the amount of media in automatic transaction machines tends to be low,
It is used as an automatic transaction machine with high management ability to always keep the automatic transaction machine in operation by limiting the amount released at one time to the extent that the automatic transaction machine does not go down and notifying the staff to replenish the medium to eliminate media shortages. be able to.

（ト）実施例 この発明の一実施例を以下図面に基づいて詳述する。(g) Examples An embodiment of the present invention will be described in detail below based on the drawings.

図面は自動取引機の紙幣補充ファジィ制御装置を示し、
この自動取引機１１は、前面のパネル部分に、顧客に取
引操作を表示案内するタッチパネル兼用のＣＲＴ１２と
、取引操作を音声案内するスピーカ１３と、通帳挿入口
１４と、紙幣出入口１５と、硬貨出入口１６と、カード
挿入口１７と、取扱い表示器１８と、顧客が係員を呼ぶ
ための呼出しボタン１９等を備えて、入金、出金、振込
み、通帳記入、残高照会等を取引許容する。The drawing shows a banknote replenishment fuzzy control device for an automatic transaction machine,
This automated teller machine 11 has a CRT 12 that also serves as a touch panel for displaying and guiding customers through transaction operations, a speaker 13 that provides voice guidance for transaction operations, a bankbook insertion slot 14, a bill slot 15, and a coin slot. 16, a card insertion slot 17, a handling display 18, and a call button 19 for the customer to call an attendant, allowing transactions such as deposits, withdrawals, transfers, bankbook entries, and balance inquiries.

第２図は紙幣補充時のファジィ推論制御回路を示し、Ｃ
ＰＵ２１は、紙幣の残量を検知する紙幣残少検知センサ
Ｓと顧客が集中利用した特定日時帯とから入力される検
知信号およびＲＯＭ２２に格納されたプログラムに従っ
て、繰出し枚数制限装置２３および残少報知装置２４に
、ファジィ推論エンジン（以下ＦＩＥと称す）２５を介
して残少制御動作を出力させ、このときの必要な制御デ
ータをＲＡＭ２６に記憶させる。Figure 2 shows the fuzzy inference control circuit when replenishing banknotes, and C
The PU 21 controls the payout number limiting device 23 and the remaining amount alarm according to a detection signal inputted from a banknote remaining amount detection sensor S that detects the remaining amount of banknotes and a specific date and time when customers intensively use the banknotes, and a program stored in the ROM 22. The device 24 is caused to output the remaining amount control operation via the fuzzy inference engine (hereinafter referred to as FIE) 25, and the necessary control data at this time is stored in the RAM 26.

上述のＦＩＥ２５は、自動取引機１１からの検知信号に
よって求められる現在の検知要素を前件部Ｘ１−Ｘ３（
条件部）とし、この現在の検知要素に対応して設定され
る補充動作を後件部Ｙｌ。The above-mentioned FIE 25 converts the current detection element determined by the detection signal from the automatic transaction machine 11 into antecedent parts X1-X3 (
Condition part), and the replenishment operation set corresponding to this current detection element is the consequent part Yl.

Ｙ２　　（結論部）とするファジィルールを設定し、上
述の検知要素からファジィルールに基づいて最も妥当な
補充処理動作Ｚｌ、Ｚ２を出力し、これらの出力Ｚ１．
Ｚ２で現在の自動取引機１１の繰出し枚数を制限し、ま
た係員に紙幣を所定量補充するように、繰出し枚数制限
装置２３と残少報知装置２４とをファジィ推論制御する
。A fuzzy rule is set as Y2 (conclusion part), and the most appropriate replenishment processing operations Zl and Z2 are output based on the fuzzy rule from the above-mentioned detection elements, and these outputs Z1.
At Z2, the number-of-dispensing device 23 and the remaining amount informing device 24 are controlled by fuzzy reasoning so that the current number of bills dispensed by the automatic transaction machine 11 is limited and the clerk replenishes a predetermined amount of bills.

上述のファジィルールは、予め定められたファジィルー
ルテーブル２７に従って設定されるものであって、これ
は自動取引機１１内に残存する紙幣残量度合いｘｌと、
曜日別の利用度合いｘ２と、時間別の利用度合いｘ３と
に対応した適正値を予め定めておき、この適正値と検知
事実とを比較して、これらの事実に対して最も妥当な結
論を、第３図（イ）〜（ハ）（前件部）と、第４図（後
件部）（イ）（ロ）に示すようなファジィ変数を用いた
メンバシップ関数により設定する。The above-mentioned fuzzy rule is set according to a predetermined fuzzy rule table 27, and this is based on the amount xl of banknotes remaining in the automatic transaction machine 11,
The appropriate values corresponding to the usage level x2 by day of the week and the usage level x3 by hour are determined in advance, and by comparing these appropriate values with the detected facts, the most reasonable conclusion for these facts is drawn. It is set by membership functions using fuzzy variables as shown in FIGS. 3(a) to 3(c) (antecedent part) and FIG. 4 (consequent part) (a) and (b).

このメンバシップ関数において、ファジィ集合度合い（
グレード）を示す各ラベル（ファジィ値）を、 （正方向Ｐ・基準Ｚ）の方向表示グループと、（大Ｌ・
中Ｍ・小Ｓ）の度合い表示グループとの組合わせにより
表示設定し、 第３図（イ）の紙幣残量度合いＸｌを示すメンバシップ
関数は、 ２　：残量なし ＰＳ：残量非常に少ない ＰＭ；残量やや少ない ＰＬ；残量十分ある を表している。In this membership function, the fuzzy set degree (
Each label (fuzzy value) indicating the grade) is combined with the direction display group of (positive direction P/reference Z) and (large L/
The membership function that is set to display in combination with the degree display group of medium M and small S) and indicates the degree of banknote remaining amount Xl in Figure 3 (a) is as follows: 2: No amount remaining PS: Very little amount remaining PM: Remaining amount is slightly low PL: Remaining amount is sufficient.

第３図（ロ）の曜日別の利用度合いＸｌを示すメンバシ
ップ関数は、 Ｚ　；利用のない曜日 ＰＳ：利用頻度の少ない曜日 ＰＭ：利用頻度が普通の曜日 ＰＬ：利用頻度の多い曜日 を表している。The membership function showing the degree of use Xl for each day of the week in Figure 3 (b) is as follows: Z; day of the week with no use PS: day of the week with low use frequency PM: day of the week with normal use frequency PL: day of the week with high use frequency ing.

第３図（ハ）の時間別の利用度合いＸ３を示すメンバシ
ップ関数は、 ２　：利用のない時間 ＰＳ：利用頻度の少ない時間 ＰＭ：利用頻度が普通の時間 ＰＬ：利用頻度の多い時間 を表している。The membership function showing the degree of use X3 by time in Figure 3 (c) is as follows: 2: Time of no use PS: Time of low use PM: Time of normal use PL: Time of high use ing.

第４図（イ）の最高繰出し枚数制限値Ｙｌの出力度合い
を示すメンバシップ関数は、 Ｚ　：最高繰出し枚数を制限しない ＰＳ：最高繰出し枚数を少し制限する ＰＭ：最高繰出し枚数をある程度制限するＰＬ：最高繰
出し枚数をかなり制限するを表している。The membership function indicating the output degree of the maximum number of sheets to be fed out Yl in Figure 4 (a) is: Z: does not limit the maximum number of sheets to be fed PS: slightly limits the maximum number of sheets to be fed PM: PL limits the maximum number of sheets to be fed to some extent : Indicates that the maximum number of sheets that can be fed out is considerably limited.

第４図（ロ）の係員への補充報知値Ｙ２の出力度合いを
示すメンバシップ関数は、 Ｚ　：補充枚数を報知しない ＰＳ；補充枚数を少数報知する ＰＭ：補充枚数をある程度の数報知するＰＬ：補充枚数
をかなりの数報知する を表している。The membership functions showing the degree of output of the replenishment notification value Y2 to the staff in FIG. : Indicates that a considerable number of replenishment sheets will be announced.

さらに、前述のファジィルールテーブル２７の設定例と
しては、第２図中にも示すように、（ルール１） もし、自動取引機の紙幣残量度合いＸｌがやや少なく　
　（ＸＩ　＝ＰＭ）　、曜日別の利用度合いＸｌが非常
に多い曜日（Ｘｌ　＝ＰＬ）で、時間別の利用度合いＸ
３が通常の利用頻度（Ｘ３　＝ＰＭ）という使用状況で
あれば、自動取引機１１が取引停止するまで、ある程度
取引許容できるので、その時はＦＩＥ２５が繰出し制限
せずに（Ｙｌ　＝Ｚ）、残少報知装置２４を介して係員
に若干量補充するように出力設定する（Ｙ２　＝ＰＳ）
。Furthermore, as an example of the setting of the fuzzy rule table 27 mentioned above, as shown in FIG.
(XI = PM), the day of the week where the usage level Xl by day of the week is very high (Xl = PL), and the usage level by time Xl is very high.
If 3 is used with the normal frequency of use (X3 = PM), transactions can be allowed to some extent until the automatic transaction machine 11 stops trading, and at that time, the FIE 25 will not restrict the withdrawal (Yl = Z) and will not limit the remaining amount. The output is set to replenish a small amount to the staff via the small quantity notification device 24 (Y2 = PS)
.

ｉ　ｆ　　　　Ｘｉ　＝ＰＭ　　　Ｘｌ　＝ＰＬＸ３　
＝ＰＭ ｔｈｅｎ　　ＹＩ＝Ｚ　　　　Ｙ２＝ＰＳ（ルール２） もし、自動取引機の紙幣残量度合いＸｌがやや少な（て
も（ＸＩ　＝ＰＭ）　、曜日別の利用度合いＸｌが普通
の利用頻度（Ｘｌ　＝ＰＭ）で、時間別の利用度合いｘ
３が通常の利用頻度（Ｘ３　＝ＰＭ）という放出量の少
ない使用状況であれば、自動取引機１１が取引停止する
まで、かなり取引余力があるので、その時はＦＩＥ２５
が繰出し制限や残少報知をせず、現状維持を出力設定す
る（Ｙ１＝Ｚ）（Ｙ２　＝Ｚ）。i f Xi = PM Xl = PLX3
=PM then YI=Z Y2=PS (Rule 2) If the amount of banknotes remaining in the automated teller machine, Xl, is a little low (XI = PM), the degree of usage by day of the week, Xl, is normal usage frequency (Xl = PM), usage level by time x
If 3 is a normal usage frequency (X3 = PM) and the amount of emissions is small, there is considerable trading capacity until the automatic transaction machine 11 stops trading, so at that time FIE25
sets the output to maintain the current status without limiting the feed or notifying the remaining amount (Y1=Z) (Y2=Z).

ｉ　ｆ　　　　ＸＩ　＝ＰＭ　　　Ｘｌ　＝ＰＭＸ３　
　＝ＰＭ ｔｈｅｎ　　　Ｙｌ　　＝Ｚ　　　　　　　Ｙ２　　＝
Ｚ（ルール３） もし、自動取引機の紙幣残量度合いＸｌが十分有り（Ｘ
ｉ　＝ＰＬ）　、曜日別の利用度合いＸｌが普通の利用
頻度（Ｘｌ−ＰＭ）で、時間別の利用度合いｘ３が通常
の利用頻度（Ｘ３　＝ＰＭ）という使用状況であれば、
自動取引機１１はかなりの間、補充操作を要せずに取引
許容することができるので、その時はＦＩＥ２５が繰出
し制限や残少報知をせず、現状維持を出力設定する（Ｙ
ｌ　＝Ｚ）（Ｙ２　＝Ｚ’）。i f XI = PM Xl = PMX3
=PM then Yl =Z Y2 =
Z (Rule 3) If the amount of banknotes remaining in the automated teller machine is sufficient (X
i = PL), if the usage status by day of the week Xl is the normal usage frequency (Xl - PM), and the usage level by hour x3 is the normal usage frequency (X3 = PM), then
Since the automatic transaction machine 11 can accept transactions without requiring replenishment operations for a considerable period of time, at that time the FIE 25 does not restrict the payout or notify the balance, and sets the output to maintain the status quo (Y
l = Z) (Y2 = Z').

ｉ　ｆ　　　　Ｘｉ　＝ＰＬ　　　Ｘｌ　＝ＰＭＸ３　
　＝Ｉ’Ｍ ｔｈｅｎ　　　Ｙｌ　　＝Ｚ　　　　　　　Ｙ２　　＝
Ｚ（ルール４） もし、自動取引機の紙幣残量度合いＸｌが非常に少ない
ことを検知すれば（ＸＩ　＝ＰＳ）　、曜日別の利用度
合いＸ２が非常に少ない曜日（Ｘ２＝ＰＳ）で、時間別
の利用度合いＸ３が普通の利用頻度（Ｘ３　＝ＰＭ）と
いう放出量の少ない使用状況であっても、自動取引機１
１が取引停止するまで僅かしかないので、その時はＦＩ
Ｅ２５が繰出し枚数制限装置２３に繰出し枚数をかなり
制限するように出力しくＹｌ　＝ＰＬ）　、係員に残少
報知装置！２４を介して直ちに大量補充する旨を出力設
定する（Ｙ２　＝ＰＬ）。i f Xi = PL Xl = PMX3
=I'M then Yl =Z Y2 =
Z (Rule 4) If it is detected that the amount of banknotes remaining in the automated teller machine Xl is very low (XI = PS), on the day of the week where the usage level X2 by day of the week is extremely low (X2 = PS), Even if another usage degree X3 is a usage situation with a small amount of emissions, such as a normal usage frequency (X3 = PM), the automatic transaction machine 1
There is only a short time until 1 stops trading, so at that time FI
The E25 outputs an output to the dispensed number limiting device 23 to considerably limit the number of dispensed sheets (Yl = PL), and a device to notify the staff of the remaining amount! 24, the output is set to indicate immediate large-scale replenishment (Y2 = PL).

ｉｆ　　　　ＸＩ　＝ＰＳ　　　Ｘ２　＝ＰＳＸ３　＝
ＰＭ ｔｈｅｎ　　Ｙｌ＝ＰＬ　　　Ｙ２＝ＰＬこのように、
（ルール１〜４）・・・で示す通り、ｉｆ・・・の前件
部の入力に対して、自動取引機１１の適正な紙幣収納状
態となる条件下に、ｔｈｅｎ・・・の後件部を対応させ
てルールを設定している。if XI =PS X2 =PSX3 =
PM then Yl=PL Y2=PL Thus,
(Rules 1 to 4) As shown in..., in response to the input of the antecedent part of if..., the consequent of then... Rules are set by corresponding departments.

このように構成した自動取引機１１の紙幣補充ファジィ
制御装置の制御動作を、第５図のフローチャートを参照
して説明する。The control operation of the banknote replenishment fuzzy control device of the automatic transaction machine 11 configured as described above will be explained with reference to the flowchart of FIG. 5.

自動取引機１１の取引過程において、紙幣の残少度合い
を紙幣残少検知センサＳが検知し、この検知した紙幣の
残量から、取引停止までの取引件数をＦＩＥ２５が推論
する（第１〜第２ステツプ５１〜５２）。In the transaction process of the automatic teller machine 11, the banknote remaining amount detection sensor S detects the degree of remaining banknotes, and from the detected remaining amount of banknotes, the FIE 25 infers the number of transactions until the transaction is stopped (first to second 2 steps 51-52).

この結果、補充が必要と推論すれば、残少報知装置２４
を介して係員に直ちに補充する旨を報知出力しく第３〜
第４ステツプ５３〜５４）、また、係員が紙幣を補充操
作するまで繰出し対応できる取引許容件数をＦＩＥ２５
が推論し、この補充操作するまでに自動取引機１１が紙
幣切れによりダウンするようであれば、−取引時の最高
繰出し限度枚数を制限するよう繰出し枚数制限装置２３
に設定出力する（第５〜第７ステツプ５５〜５７）。As a result, if it is inferred that replenishment is necessary, the remaining quantity notification device 24
Please notify the staff that replenishment will be made immediately via the 3rd to
Fourth step 53-54), the FIE 25 also determines the allowable number of transactions that can be handled until the clerk replenishes the banknotes.
If it is inferred that the automatic teller machine 11 is down due to running out of banknotes before this replenishment operation is performed, the payout number limiting device 23 is set to limit the maximum payout limit number at the time of transaction.
(5th to 7th steps 55 to 57).

上述のように、自動取引機の紙幣が残少傾向にあるとき
は、係員に紙幣を補充するよう報知し、かつ自動取引機
がダウンしない程度に一回の最高繰出し枚数を制限して
紙幣切れを解消し、自動取引機を常に稼動維持する高管
理能力を有する自動取引機として用いることができる。As mentioned above, when the automatic teller machine tends to be running low on banknotes, the staff is notified to replenish the banknotes, and the maximum number of bills that can be dispensed at one time is limited to the extent that the automatic teller machine does not go down. The automatic transaction machine can be used as an automatic transaction machine that has a high management ability to constantly maintain operation.

この発明と、上述の実施例の構成との対応において、 この発明の放出量制限手段は、実施例の繰出し枚数制限
装置１２３に対応し、以下同様に、残少報知手段は、残
少報知装置２４に対応し、検知手段は、紙幣残少検知セ
ンサＳに対応し、ファジィ推論制御手段は、ファジィ推
論エンジン（ＦＩＥ）２５に対応するも、 この発明は、上述の実施例の構成のみに限定されるもの
ではない。In the correspondence between this invention and the structure of the above-mentioned embodiment, the ejection amount limiting means of the present invention corresponds to the dispensed sheet number limiting device 123 of the embodiment, and similarly, the remaining quantity informing means corresponds to the remaining quantity informing device. 24, the detection means corresponds to the banknote remaining detection sensor S, and the fuzzy inference control means corresponds to the fuzzy inference engine (FIE) 25, but the present invention is limited only to the configuration of the above-described embodiment. It is not something that will be done.

【図面の簡単な説明】[Brief explanation of drawings]

図面はこの発明の一実施例を示し、 第１図は自動取引機の外観斜視図、 第２図は自動取引機の紙幣補充出力時のファジィ制御ブ
ロック図、 第３図（イ）は紙幣残量度合いを示すメンバシップ関数
図、 第３図（ロ）は曜日別の利用度合いを示すメンバシップ
関数図、 第３図（ハ）は時間別の利用度合いを示すメンバシップ
関数図、 第４図（イ）は最高繰出し枚数制限値の出力度合いを示
すメンバシップ関数図、 第４図（ロ）は補充報知値の出力度合いを示すメンバシ
ップ関数図、 第５図は紙幣補充処理時のフローチャートである。 １１・・・自動取引機　２３・・・繰出し枚数制限装置
２４・・・残少報知装置 ２５・・・ファジィ推論エンジン ２７・・・ファジィルールテーブル Ｓ・・・紙幣残少検知センサ 第１図 自動取引機の外観剣硯図 １１・・・自ｗＪｌ又引櫻 ４ 第３図 （イ） 給１１喉−を度合いと示すメ）バシップＰＡ数図（ロ）
ＢＩＦ日別の東１用度合い、！示亨メシノｖ″／、／フ
゛藺数図（ハ）時聞別の利用度合いと示亨メ；バ＞ツブ
藺ａ図第４図 （イ）ｉｋ高１最出しＩＸ数匍１１％（直の出力産金い
を示すメンバ゛シップ閲数図（ロ） 楠是報短値の出ガ度合い之示寸メンバシ・ブ閲数巴第５
図 ｗｆ！ｓＦｃＭ暗の７Ｏ−−）？−トThe drawings show one embodiment of the present invention. Fig. 1 is an external perspective view of an automatic teller machine, Fig. 2 is a fuzzy control block diagram when the automatic teller machine replenishes and outputs banknotes, and Fig. 3 (a) shows the remaining banknotes. Figure 3 (b) is a membership function diagram showing the degree of usage by day of the week; Figure 3 (c) is a membership function diagram showing the degree of usage by time; Figure 4 (A) is a membership function diagram showing the output degree of the maximum payout number limit value, FIG. 4 (B) is a membership function diagram showing the output degree of the replenishment notification value, and FIG. be. 11... Automatic transaction machine 23... Payout number limit device 24... Remaining amount notification device 25... Fuzzy inference engine 27... Fuzzy rule table S... Banknote remaining detection sensor Figure 1 automatic External appearance of the transaction machine Kenjiku diagram 11... Self wJl Matahiki Sakura 4 Figure 3 (a) Figure 3 (a) Figure 3 (b)
East 1 usage degree by BIF day,! Figure 4 (a) ik height 1 maximum output IX number 11% (direct) Membership number diagram showing the output yield of Kusunoki (B) Membership number diagram showing the degree of output of the short price
Figure wf! sFcM dark 7O--)? -

Claims (1)

【特許請求の範囲】[Claims] （１）自動取引機の内部に収納されている媒体の一放出
量を制限する放出量制限手段と、媒体収納部に収納され
ている媒体の残少を報知する残少報知手段と、 自動取引機の媒体残量および自動取引機の利用頻度が一
時的に集中する特定日時帯を検知する検知手段と、 上記検知手段で検知した自動取引機の媒体残量と自動取
引機の特定日時帯の入力に対し、適正な媒体残量と特定
日時帯の修正量を納めたファジィルールから最も妥当な
修正量を出力して、上記放出量制限手段および残少報知
手段をファジィ推論制御するファジィ推論制御手段とを
備えた 自動取引機の媒体補充ファジィ制御装置。(1) A release amount limiting means that limits the amount of media stored in the automatic transaction machine that is released at one time, a remaining quantity notification means that notifies the remaining amount of media stored in the media storage section, and an automatic transaction system. A detection means for detecting the remaining amount of media in the machine and a specific date and time when the usage frequency of the automatic transaction machine is temporarily concentrated; Fuzzy inference control that outputs the most appropriate correction amount based on the input, based on a fuzzy rule that includes the appropriate remaining amount of media and the correction amount for a specific date and time, and controls the above-mentioned release amount limiting means and remaining amount notification means using fuzzy inference. A media replenishment fuzzy control device for an automatic transaction machine comprising means.