JPH0348387A - Supplement/recovery period fuzzy control device for automatic transaction machine - Google Patents

Abstract

PURPOSE:To previously find out a supplement time or a recovery time and to attain supplement/recovery control by outputting the most appropriate required time based upon a fuzzy rule from the current cash storing capacity and the time change value of the cash storing capacity and executing the fuzzy inference control of the supplement/recovery time. CONSTITUTION:A fuzzy controller 38 sets up the residual data of both the current bill residual value X1 and residual trend value X2. These residual data X1, X2 are used as an antecedent part (condition part) and the bill supplement/ recovery time found out correspondingly to the data X1, X2 is used as a consequent part (conclusion part) to set up the fuzzy rule. The most appropriate required time Y1 from the current time up to the supplement/recovery time as the consequent part is found out from the residual data X1, X2 obtained as the antecedent part based upon the fuzzy rule and the fuzzy inference control of the accurate supplement/recovery time Z1 is executed based upon the required time Y1. Since the required time from the current time up to the supplement/ recovery time can be previously accurately grasped, a worker can appropriately grasp the supplement/recovery time and smoothly process operation.

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、さらに詳しくは補充回収時
期を事前に把握管理して自動取引機の運用効率を高めた
自動取引機の補充同収時期ファジィ制御装置に関する。[Detailed Description of the Invention] (a) Industrial Application Field This invention relates to automatic transaction machines for deposit and withdrawal processing, such as those used in banking, and more specifically, the present invention relates to automated teller machines for processing deposits and withdrawals, such as those used in banking, and more specifically, the present invention relates to automated teller machines for processing deposits and withdrawals, such as those used in banking. This invention relates to a replenishment and collection timing fuzzy control device for automatic transaction machines that improves the operational efficiency of automatic transaction machines.

（ロ）従来の技術 一般に、入出金許容する自動取引機は、入金された紙幣
を内部金庫に収納し、この人金紙幣を出金紙幣に効率よ
く循環使用して、資金の運用効率の向上を図っている。(B) Conventional technology In general, automatic teller machines that allow deposits and withdrawals store deposited banknotes in an internal safe and efficiently circulate these banknotes as withdrawal banknotes, improving the efficiency of fund management. We are trying to

ところで、上述の取引傾向にあっては、時間帯、曜日帯
等の諸条件により、入金取引あるいは出金取引が連続し
て一方に偏る場合があり、これが紙幣の過不足を誘引し
て、取引停止を比較的多く発生させ、その都度、係員に
よる復旧作業を要していた。By the way, in the above-mentioned transaction trends, depending on various conditions such as time of day and day of the week, there are cases where deposit transactions or withdrawal transactions are consecutively biased to one side. Relatively many outages occurred, and recovery work by staff was required each time.

それゆえ、補充時期あるいは回収時期を事前に検知する
ことが臨まれているが、現状では光電検知センサ、また
は演算検知方式により収納容量が規定値になった時点で
検知するようにしている。Therefore, there is a need to detect the timing of replenishment or collection in advance, but currently, detection is performed when the storage capacity reaches a specified value using a photoelectric detection sensor or an arithmetic detection method.

しかし、この種の検知手段では、それ以前の稼動中の収
納状況を把握できず、入出金限界値の検知信号が得られ
た時点で始めて係員作業を開始するため、係員作業が迅
速に行なえず、能率のよい係員作業ができなかった。However, with this type of detection means, it is not possible to grasp the storage status during operation before that point, and staff work begins only when a detection signal for the deposit/withdrawal limit value is obtained, making it difficult for staff to perform their work quickly. , staff could not work efficiently.

（ハ）発明が解決しようとする問題点 この発明は、収納容量が変動する内部金庫に対し、ファ
ジィ推論制御して予め補充時期あるいは回収時期を求め
て把握管理できるようにしたことにより、係員作業の適
切化を図った自動取引機の補充回収時期ファジィ制御装
置の提供を目的とする。(c) Problems to be Solved by the Invention This invention uses fuzzy inference control to determine and manage the replenishment or collection time in advance for an internal safe whose storage capacity fluctuates, thereby reducing the staff's work. The purpose of this invention is to provide a fuzzy control device for automatic transaction machine replenishment and collection timing, which optimizes the timing of automatic transaction machines.

（二）問題点を解決するための手段 この発明は、入出金取引許容する自動取引機の内部金庫
に収納されている現在の現金収納容量および現金収納容
量の時間的変化値を検知する現金′検知手段と、上記現
金収納容量および現金収納容量の時間的変化値を前件部
とし、補充回収時期までの所要時間を後件部として、前
件部の入力に対し補充回収時期までの正確な所要時間を
判定させる条件下に後件部を対応させるファジィルール
を設定すると共に、上記検知手段で検知した現在の現金
収納容量および現金収納容量の時間的変化値から上記フ
ァジィルールに基づいた最も妥当な所要時間を出力して
、上記補充回収時期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補充回収時期ファジ
ィ制御装置である。(2) Means for Solving the Problems This invention provides cash storage capacity that detects the current cash storage capacity and time-varying values of the cash storage capacity stored in the internal safe of an automatic teller machine that allows deposits and withdrawals. The detection means, the above-mentioned cash storage capacity and the temporal change value of the cash storage capacity are used as the antecedent part, and the time required until the replenishment and collection time is used as the consequent part, and the exact time until the replenishment and collection time is calculated based on the input of the antecedent part. In addition to setting a fuzzy rule that makes the consequent correspond to the conditions for determining the required time, the most appropriate method based on the above fuzzy rule is determined based on the current cash storage capacity detected by the detection means and the temporal change value of the cash storage capacity. This is a replenishment collection timing fuzzy control device for an automatic transaction machine, comprising a fuzzy inference control means for outputting the required time and controlling the replenishment collection timing using fuzzy inference.

（ホ）発明の作用 この発明によれば、自動取引機の稼動中に、現金検知手
段が内部金庫の現在の現金収納容量および現金収納容量
の時間的変化値を険知し、この検知値を前件部としてフ
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回収時期までの所要
時間を出力して、補充回収時期をファジィ推論制御する
。(E) Effect of the Invention According to this invention, while the automatic teller machine is in operation, the cash detection means detects the current cash storage capacity of the internal safe and the value of the change in cash storage capacity over time, and uses this detected value as the detection value. As the antecedent part, the fuzzy inference control means outputs the time required to reach the most appropriate replenishment collection time based on fuzzy rules in order to find the optimal consequent part, and performs fuzzy inference control on the replenishment collection time.

（へ）発明の効果 この結果、自動取引機が補充回収時期に達していなくて
も、常時、自動取引機は取引状況に即した最も妥当な補
充回収時期が事前に判定されて、現時点から補充回収時
期までの所要時間を予め明確に把握でき、係員はその補
充回収時期を適切に捉えて円滑に対処することができ、
係員作業を能率よく迅速に実行することができる。(f) Effect of the invention As a result, even if the automatic transaction machine has not reached the replenishment collection time, the automatic transaction machine can always determine in advance the most appropriate replenishment collection time according to the transaction situation and replenish from the current time. The time required until the collection time can be clearly understood in advance, and the staff can appropriately grasp the replenishment collection time and deal with it smoothly.
Staff work can be performed efficiently and quickly.

（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.

図面は入出金取引許容する自動取引機の補充回収時期フ
ァジィ制御装置を示し、第１図において、この自動取引
機１ｌは、前面のパネル１２に、顧客に取引操作を案内
するタッチパネル兼用のＣＲＴ１３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および係員キー２０を備えている。The drawing shows a replenishment and collection timing fuzzy control device for an automatic transaction machine that allows deposits and withdrawals, and in FIG. , passbook insertion slot 14
, a bill slot 15 , a coin slot 16 , a card insertion slot 17 , a handling display 18 , a call button 19 and a staff key 20 for the customer to call a staff member.

ところで、この自動取引機１１にあっては、入金された
貨幣を出金貨幣に効率よく循環使用して、資金の運用効
率の向上を図っている。By the way, in this automatic transaction machine 11, deposited coins are efficiently circulated and used as withdrawn coins, thereby improving the efficiency of fund management.

また、店舗に複数台設置されて利用される自動取引機上
１・・・は、第２図に示すように、遠隔監視装置２１に
接続されて、遠隔位置で各自動取引機１１・・・の取引
状況が監視され、自動取引の円滑化を図るようにしてい
る。Further, as shown in FIG. 2, the automatic transaction machines 1... which are installed and used in a store are connected to a remote monitoring device 21, and each automatic transaction machine 11... is connected to a remote monitoring device 21 at a remote location. The transaction status is monitored and automated trading is facilitated.

例えば、自動取引機１ｌの内部金庫の収納状況を監視し
て、貨幣の増減に伴う補充時期あるいは回収時期を係員
に知らせる。この補充回収時期に際しては、後述するフ
ァジィ制御により、現時点から補充回収時期までの所要
時間を事前に求めて、これを予め係員に知らせることが
できる。For example, the storage status of the internal safe of the automatic transaction machine 1l is monitored and the staff is informed of the timing of replenishment or collection due to increase or decrease in coins. At the time of replenishment and collection, the time required from the current time to the replenishment and collection time can be determined in advance by fuzzy control, which will be described later, and this can be notified to the staff in advance.

第３図は貨幣補充回収時期のファジィ推論制御回路を示
し、ＣＰＵ３１はＲＯＭ３２に格納されたプログラムに
沿って、各回路装置を制御し、その必要な制御データを
ＲＡＭ３３に記憶させる。FIG. 3 shows a fuzzy inference control circuit for the coin replenishment and collection period, in which the CPU 31 controls each circuit device according to a program stored in the ROM 32 and stores the necessary control data in the RAM 33.

紙幣処理部３４は、紙幣出入口１５を介して入金された
紙幣を内部に取込み、出金時および入金取消時に放出処
理する。The banknote processing unit 34 takes in banknotes deposited through the banknote inlet/outlet 15 and discharges them at the time of withdrawal and cancellation of deposit.

硬貨処理部３５は、硬貨出入口１６を介して人金された
硬貨を内部に取込み、出金時および入金取消時に放出処
理する。The coin processing section 35 takes in deposited coins through the coin entrance/exit 16 and releases them at the time of withdrawal and cancellation of deposit.

カード処理部３６は、カード挿入口１７より挿入された
カードの情報を読取り、また書込み処理し、その読取り
対応する顧客の取引データに応じた入出金処理を行なう
。The card processing section 36 reads and writes information on the card inserted through the card insertion slot 17, and performs deposit/withdrawal processing according to customer transaction data corresponding to the read.

通帳処理部３７は、通帳挿入口１４より挿入された通帳
の取引情報を読取り、また書込み処理し、その読取り対
応する顧客の取引データに応じた入出金処理を行なう。The passbook processing section 37 reads and writes transaction information in the passbook inserted through the passbook insertion slot 14, and performs deposit/withdrawal processing according to the customer's transaction data corresponding to the read.

ファジィコントローラ３８は、ＣＰＵ３１からの貨幣の
残量データに基づいて、補充時期あるいは回収時期を求
めるものであって、この残量データは、自動取引機１１
の内部金庫に収納されている例えば紙幣の残量を、初期
値から入金・出金取引毎に加減算して求めた現在の残貝
値Ｘｉと、一定時間毎の残量値の変動により求められる
残量傾向値Ｘ２との双方の値Ｘｌ．Ｘ２を残最データに
設定する。The fuzzy controller 38 determines the replenishment time or collection time based on the money remaining amount data from the CPU 31, and this remaining amount data is
For example, the remaining amount of banknotes stored in the internal safe of the bank is calculated by adding and subtracting the remaining amount of banknotes from the initial value for each deposit/withdrawal transaction, and the current remaining value Xi is determined by the fluctuation of the remaining amount value at regular intervals. Both values Xl. and remaining amount tendency value X2. Set X2 to the most remaining data.

そして、これらの残量データＸＩ，Ｘ２を前件部（条件
部）とし、この残量データＸＩ，Ｘ２に対応して求めら
れる紙幣の補充回収時期を後件部（結論部）とするファ
ジィルールを設定し、上述の前件部として得られた残量
データＸＩ，Ｘ２からファジィルールに基づき、後件部
として現時点から補充回収時期までの最も妥当な所要時
間Ｙ１を求め、この所要時間Ｙ１により正確な補充回収
時期をファジィ推論制御する。Then, a fuzzy rule is created in which the remaining amount data XI and X2 are the antecedent part (condition part), and the bill replenishment and collection timing determined corresponding to the remaining amount data XI and X2 is the consequent part (conclusion part). Based on the remaining amount data XI and X2 obtained as the above-mentioned antecedent part, the most appropriate required time Y1 from the current time to the replenishment collection time is determined as the consequent part, and from this required time Y1 Fuzzy reasoning controls accurate replenishment collection timing.

上述のファジィルールは、その具体例として、第３図中
に示すように、補充適応用の第１ファジィルールテーブ
ル３９と回収適応用の第２ファジィルールテーブル４０
のように設定する。As specific examples of the above fuzzy rules, as shown in FIG. 3, a first fuzzy rule table 39 for replenishment adaptation and a second fuzzy rule table 40 for collection adaptation
Set it like this.

これは縦軸に、取引毎に加減算して求められた現在の残
量値Ｘ１をとり、横軸に一定時間毎の残量値の変化傾向
により求められる残量傾向値Ｘ２をとり、これらの事実
に対して最も妥当な結論を、｛正方向Ｐ・基準Ｚ・負方
向Ｎ｝の残量の方向グループと、 ｛大Ｌ・中Ｍ・小Ｓ｝との度合いグループとの組合わせ
により表示設定している。The vertical axis shows the current remaining amount X1, which is obtained by adding and subtracting each transaction, and the horizontal axis shows the remaining amount trend value X2, which is obtained from the change tendency of the remaining amount at a certain time interval. The most reasonable conclusion for the facts is displayed by combining the remaining amount direction group of {positive direction P, reference Z, negative direction N} and degree group of {large L, medium M, small S}. It is set.

このように縦横の軸に前件部としての残量検知要素（フ
ァジィ変数）をとり、これに対応する交差位置に、後件
部としてのファジィ推論より導き出された妥当値が設定
されている。In this way, the remaining amount detection elements (fuzzy variables) as the antecedent are plotted on the vertical and horizontal axes, and appropriate values derived by fuzzy inference as the consequent are set at the corresponding intersections.

第４図（イ）〜（ハ）はファジィ変数の一例を示すメン
バシップ関数であり、 このうち、第４図（イ）は現在の残量値Ｘ１のメンバシ
・ツプ関数を示し、この関数において、そのファジィ集
合度合い（グレード）を示す各ラベル（ファジィ値）は
、 Ｚ　：空　量 ｐｓ・残量がやや少ない ＰＭ．残量がやや多い ＰＬ：満杯 を示している。Figures 4 (a) to (c) are membership functions showing examples of fuzzy variables. Of these, Figure 4 (a) shows the membership function of the current remaining amount X1, and this function In , each label (fuzzy value) indicating the degree of fuzzy aggregation (grade) is Z: empty amount ps, PM with slightly less remaining amount. PL with a little more remaining capacity: indicates full.

第４図（ロ）はその残量傾向値Ｘ２のメンバシップ関数
を示し、この関数において同様に、各ラベルは、 ＮＬ：残量がかなり減少傾向にある ＮＭ・残量がある程度減少傾向にある ＮＳ：残量が少し減少傾向にある ２：標準 ＰＳ：残量が少し過剰傾向にある ＰＭ：残量がある程度過剰傾向にある ＰＬ：残量がかなり過剰傾向にある を示している。Figure 4 (b) shows the membership function of the remaining amount tendency value X2, and in this function, each label is similarly as follows: NL: The remaining amount tends to decrease considerably; NM: The remaining amount tends to decrease to some extent. NS: Remaining amount tends to decrease slightly 2: Standard PS: Remaining amount tends to be slightly excessive PM: Remaining amount tends to be excessive to some extent PL: Remaining amount tends to be considerably excessive.

第４図（ハ）は後件部としての現時点から補充時期ある
いは回収時期までの所要時間Ｙ１のメンバシップ関数を
示し、この関数において同様に各ラベルは、 Ｚ　：補充回収時期 ＰＳ．補充回収時期まで少し時間があるＰＭ：補充回収
時期まである程度時間があるＰＬ：補充回収時期までか
なり時間があるを示している。FIG. 4(c) shows the membership function of the required time Y1 from the current moment to the replenishment time or collection time as a consequent part, and in this function, each label is similarly Z: replenishment collection time PS. PM: There is some time until the replenishment collection time. PL: There is a considerable amount of time left until the replenishment collection time.

このように構成した紙幣の補充回収時期のファジィ制御
装置のファジィ推論制御動作を次に説明する。The fuzzy inference control operation of the fuzzy control device configured as described above for replenishing and collecting banknotes will be described next.

今、自動取引機１１の稼動中に、ＣＰＵ３１が内部金庫
の、現在の残量値Ｘ１および残量傾向値Ｘ２を検知し、
これらの各検知要素ＸＩ，Ｘ２を入力したファジィコン
トローラ３８が現時点から補充時期まで、あるいは回収
時期までの正確な所要時間Ｙ１を求めて、例えば補充時
期Ｚ１をファジィ推論制御した場合、次のようになる。Now, while the automatic transaction machine 11 is operating, the CPU 31 detects the current remaining amount value X1 and remaining amount trend value X2 of the internal safe,
If the fuzzy controller 38 inputting these detection elements XI and X2 determines the accurate required time Y1 from the current time to the replenishment time or collection time and controls the replenishment time Z1 using fuzzy inference, the following will be done. Become.

先ず、上述の各検知要素ＸＩ，Ｘ２を含む前件部の各ラ
ベルとグレードから前件部の適合度を求める。First, the goodness of fit of the antecedent part is determined from each label and grade of the antecedent part including each of the above-mentioned detection elements XI and X2.

ファジィルール■ ＸＩ　＝ＰＳ　（０．６） Ｘ２　＝ＮＬ　（０．５） 適合度０．５ ファジィルール■ ＸＩ　＝ＰＳ　（０．６） Ｘ２　＝ＮＭ　Ｃ０．２） 適合度Ｏ、２ ファジィルール■ ＸＩ＝Ｚ　　（０．２） Ｘ２　＝ＮＬ　（０．５） 適合度０．２ ファジィルール■ ＸＩ＝Ｚ　　（０．２） Ｘ２　＝ＮＭ　（０．２） 適合度０．２ 上述の前件部の適合度は、ファジィルール内の各グレー
トの小さいｍｉｌ（ミニマム）の値を取っている。Fuzzy rule ■ XI = PS (0.6) X2 = NL (0.5) Degree of fitness 0.5 Fuzzy rule ■ XI = PS (0.6) X2 = NM C0.2) Degree of fitness O, 2 Fuzzy rule ■ XI=Z (0.2) X2 =NL (0.5) Fitness 0.2 Fuzzy rule■ XI=Z (0.2) X2 =NM (0.2) Fitness 0.2 The antecedent part mentioned above The fitness of is a small mil (minimum) value of each great in the fuzzy rule.

これらをファジィルールの前件部としたとき、後件部の
メンバシップ関数を上述の適合度に対応させて修正する
。When these are used as the antecedent part of the fuzzy rule, the membership function of the consequent part is modified in correspondence with the above-mentioned fitness.

第５図はその修正結果を示し、各ファジィ集合高さを前
件部の適合度に合わせるように修正すると、上述のファ
ジィルールの後件部のファジィ集合の形は第５図の斜線
部のようになる。Figure 5 shows the modification result. When the height of each fuzzy set is modified to match the fitness of the antecedent part, the shape of the fuzzy set in the consequent part of the above fuzzy rule is the shape of the shaded part in Figure 5. It becomes like this.

ルール■　Ｙｌ　＝Ｚ　（０．５）（斜線部参照）ルー
ル■　Ｙｌ　＝Ｚ　（０．２）（斜線部参照）ルール■
　Ｙｌ　＝Ｚ　（０．２）（斜線部参照）ルール■　Ｙ
ｌ　＝Ｚ　（０．２）（斜線部参照）次に、上述の各ル
ール■〜■の結果を総合判断して、補充時期Ｚ１の確定
を行なう。Rule ■ Yl = Z (0.5) (See the shaded area) Rule ■ Yl = Z (0.2) (See the shaded area) Rule ■
Yl = Z (0.2) (See the shaded area) Rule ■ Y
1 = Z (0.2) (see the shaded area) Next, the replenishment time Z1 is determined by comprehensively judging the results of each of the above-mentioned rules (■) to (■).

この結果、第６図に示すように、上述の４つのファジィ
ルールの結果を足し合わせてｍａｘ（マックス）を取り
、捕充時期ｚ１の決定を行なう。As a result, as shown in FIG. 6, the results of the above-mentioned four fuzzy rules are added together to obtain max, and the capture time z1 is determined.

このとき、後件部（所要時間）Ｙｌのマックスの面積を
２分するところ、すなわち、徂心点を補充時期Ｚｌに決
定し、これを最も妥当な浦充時期Ｚ１とする。At this time, the point where the maximum area of the consequent part (required time) Yl is divided into two, that is, the center point, is determined as the replenishment time Zl, and this is set as the most appropriate replenishment time Z1.

それゆえ、補充時期Ｚ１までの所要時間が殆どなく、直
ちに紙幣を補充処理すべく決定する。Therefore, there is almost no time required until the replenishment time Z1, and it is decided to immediately replenish the banknotes.

このように、現在の残量値ＸＩが少しあり（Ｘ＝ＰＳ）
、残量値傾向Ｘ２がかなり成りつつあるときは（Ｘ２　
＝ＮＬ）　、補充用の第１ファジィルールテーブル３９
に基づいて、現金切れまで殆ど時間がない（Ｙｌ　＝Ｚ
）という結論が得られる。In this way, the current remaining amount XI is a little (X = PS)
, when the remaining amount value trend
=NL), first fuzzy rule table 39 for replenishment
Based on this, there is almost no time until the cash runs out (Yl = Z
) can be concluded.

また、他の実施例として、現在の残偵値ＸＩが殆どな＜
　（ＸＩ　＝Ｚ）　、残量値傾向Ｘ２がある程度増えつ
つあるときは（Ｘ２　＝ＰＭ）　、同しく第１ファジィ
ルールテーブル３９に基づいてファジィ推論制御すると
、現金切れまで少し時間がある（Ｙｌ　＝ＰＳ）という
結論が得られ、これらの結論信号が遠隔監視装置２１で
逐次表示され、係員はこれらのデータに基づいて能率よ
く補充作業を実行することができる。In addition, as another example, the current residual value XI is almost <
(XI = Z), when the remaining amount value trend X2 is increasing to some extent (X2 = PM), if fuzzy inference control is also performed based on the first fuzzy rule table 39, there is a little time until the cash runs out (Yl = PS), these conclusion signals are sequentially displayed on the remote monitoring device 21, and the staff can efficiently carry out replenishment work based on these data.

一方、回収時期にあっては、現在の残犠値ｘ１かある程
度あり（ＸＩ　＝ＰＭ）　、残量値傾向Ｘ２がかなり増
えつつあるときは（Ｘ２　＝ＰＬ）　、回収用の第２フ
ァジィルールテーブル４ｏに基づいてファジィ推論制御
すると、満杯まで殆ど時間がない（Ｙｌ＝Ｚ）という結
論が得られる。On the other hand, at the time of collection, when the current residual value x1 is at some level (XI = PM) and the residual value trend X2 is increasing considerably (X2 = PL), the second fuzzy rule table for collection is Fuzzy inference control based on 4o yields the conclusion that there is almost no time until the tank is full (Yl=Z).

さらに、他の実施例として、現在の残量値ＸＩがかなり
あり（ＸＩ　＝ＰＬ）　、残量値傾向Ｘ２がかなり減り
つつあるときは（Ｘ２　＝ＮＬ）　、同じく第２ファジ
ィルールテーブル４ｏに基づいてファジィ推論制御する
と、満杯まで少し時間がかかる（Ｙｌ　＝ＰＳ）という
結論が得られ、係員はこれらのファジィルールを介した
データにより能率よく回収作業を実行することができる
。Furthermore, as another example, when the current remaining capacity value XI is quite large (XI = PL) and the remaining capacity value trend X2 is decreasing considerably (X2 = NL), the calculation is also performed based on the second fuzzy rule table 4o. Using fuzzy reasoning control, it is concluded that it will take some time to fill up the tank (Yl = PS), and the staff can efficiently carry out collection work using the data obtained through these fuzzy rules.

上述のように、自動取引機が補充時期あるいは回収時期
に達していなくても、常時、自動取引機は取引状況に即
した最も妥当な補充時期あるいは回収時期を事前に判定
して、現時点から補充・回収時期までの所要時間を予め
明確に求めて把握でき、係員はその補充回収時期を適切
に捉えて円滑に対処することができ、係員作業を能率よ
く迅速に実行することができる。As mentioned above, even if the automatic transaction machine has not reached the replenishment or collection time, the automatic transaction machine always determines in advance the most appropriate replenishment or collection time according to the transaction situation and replenishes from the current moment. - The time required until the collection time can be clearly determined and understood in advance, and the staff can appropriately grasp the replenishment and collection time and deal with it smoothly, allowing the staff to carry out their work efficiently and quickly.

この発明と、上述の実施例の構戊との対応において、 この発明の現在の現金収納容量は、実施例の現在の残量
値Ｘ１に対応し、 以下同様に、 現金収納容量の時間的変化値は、残量傾向値Ｘ２に対応
し、 現金検知手段は、ＣＰＵ３１に対応し、ファジィ推論制
御手段は、ファジィコントローラ３８に対応するも、 この発明は、上述の実施例の構或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-described embodiment, the current cash storage capacity of this invention corresponds to the current remaining balance value X1 of the embodiment, and similarly, the temporal change in cash storage capacity Although the value corresponds to the remaining amount trend value X2, the cash detection means corresponds to the CPU 31, and the fuzzy inference control means corresponds to the fuzzy controller 38, the present invention is limited to the structure 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図は遠隔監視装置の外観斜視図、 第３図は自動取引機の補充回収時期ファジィ制御ブロッ
ク図、 第４図（イ）は現在の残量値のメンバシップ関数図、 第４図（口）は残爪傾向値のメンハシップ関数図、第４
図（ハ）は所要時間のメンバンソプ関数図、第５図は後
件部のメンバシップ関数修正を示す説明図、 第６図は補充時期確定の説明図である。 １１・・・自動取引機　　　２１・・・遠隔監視装置３
１・・・ＣＰＵ　　　３８・・・ファシイコントローラ
Ｚｌ・・・補充時期　　　　Ｘ＋・・・現在の残０（直
Ｘ２・・・残量傾向値　　　Ｙ１・・・後件部第１図 自＠Ｈズ引櫓のク４観剣硯朋 ２１ ２１・・・遺隔監攬頒濱 第２図 厘肩監視装置の外観索ｐ見図 第５図 祐ヂＨ距のメンハ゛冫シ７ＩＶＩ挙び６Σと示す説明図
ｚ１・ Ｓ是時期 第６図 神是氏煤Ｗ綻定のだ明図The drawings show one embodiment of the present invention. Fig. 1 is an external perspective view of an automatic transaction machine, Fig. 2 is an external perspective view of a remote monitoring device, and Fig. 3 is a block diagram of fuzzy control for replenishment and collection timing of the automatic transaction machine. , Figure 4 (a) is a membership function diagram of the current remaining amount value, Figure 4 (opening) is a membership function diagram of the remaining nail tendency value,
Figure (C) is a diagram of the Membansop function of the required time, Figure 5 is an explanatory diagram showing membership function modification of the consequent, and Figure 6 is an explanatory diagram of determining the replenishment time. 11... Automatic transaction machine 21... Remote monitoring device 3
1...CPU 38...Facy controller Zl...Replenishment time X+...Current remaining 0 (direct Hiki-yagura no Ku 4 view of the Kenpei Tomo 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21... External view of the shoulder monitoring device Fig. 5 Yuji H distance menhaji 7IVI and 6Σ Explanatory diagram z1・S is period Figure 6 God is the soot W resolution no dame diagram

Claims (1)

【特許請求の範囲】[Claims] （１）入出金取引許容する自動取引機の内部金庫に収納
されている現在の現金収納容量および現金収納容量の時
間的変化値を検知する現金検知手段と、 上記現金収納容量および現金収納容量の時間的変化値を
前件部とし、補充回収時期までの所要時間を後件部とし
て、前件部の入力に対し補充回収時期までの正確な所要
時間を判定させる条件下に後件部を対応させるファジィ
ルールを設定すると共に、上記検知手段で検知した現在
の現金収納容量および現金収納容量の時間的変化値から
上記ファジィルールに基づいた最も妥当な所要時間を出
力して、上記補充回収時期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 自動取引機の補充回収時期ファジィ制御装置。(1) Cash detection means for detecting the current cash storage capacity stored in the internal safe of an automatic teller machine that allows deposits and withdrawals and the time-varying value of the cash storage capacity; The time change value is used as the antecedent part, the time required until the replenishment collection time is used as the consequent part, and the consequent part corresponds to the conditions that determine the accurate time required until the replenishment collection time based on the input of the antecedent part. At the same time, the most appropriate time required based on the fuzzy rule is output based on the current cash storage capacity detected by the detection means and the temporal change value of the cash storage capacity, and the replenishment collection timing is determined. A replenishment and collection timing fuzzy control device for an automatic transaction machine, comprising a fuzzy inference control means for performing fuzzy inference control.