Relative system response elevator dispatcher system using artificial
intelligence to vary bonuses and penalties
    171.
    发明授权
    Relative system response elevator dispatcher system using artificial intelligence to vary bonuses and penalties 失效
    相对系统响应电梯调度员系统使用人工智能来改变奖金和罚款

    公开(公告)号:US5024295A

    公开(公告)日:1991-06-18

    申请号:US318307

    申请日:1989-03-03

    Abstract: An elevator system employing a micro-processor-based group controller (FIG. 2) communicating with the cars (3, 4) to assign cars to hall calls based on a Relative System Response (RSR) approach. However, rather than using unvarying bonuses and penalties, the assigned bonuses and penalties are varied using "artificial intellience" techniques based on combined historic and real time traffic predictions to predict the number of people behind a hall call, and, calculating and using the average boarding and de-boarding rates at "en route" stops, and the expected car load at the hall call floor. Prediction of the number of people waiting behind hall calls for a few minute intervals are made using traffic levels measured during the past few time intervals on that day as real time predictors, using a linear exponential smoothing model, and traffic levels measured during similar time intervals on previous similar days as historic traffic predictors, using a single exponential smoothing model. The remaining capacity in the car at the hall call floor is matched to the waiting queue using a hall call mismatch penalty. The car stop and hall stop penalties are varied based on the number of people behind the hall call and the variable dwell times at "en route" stops. The stopping of a heavily loaded car to pick up a few people is penalized using a car load penalty. These enhancements to RSR result in equitable distribution of car stops and car loads, thus improving handling capacity and reducing waiting and service times.

    Abstract translation: 一种使用基于微处理器的组控制器(图2)的电梯系统,其基于相对系统响应(RSR)方法与轿厢(3,4)进行通信,以将轿厢分配给门厅呼叫。 然而,不是使用不变的奖金和罚款,而是使用基于组合的历史和实时交通预测的“人工智能”技术来改变所分配的奖金和罚则,以预测大厅呼叫后面的人数,以及计算和使用平均值 在“途中”停车的登机和登机费,以及大厅通话楼层的预期车载量。 使用线性指数平滑模型和在类似的时间间隔期间测量的流量水平,使用在当天的过去几个时间间隔内测量的流量水平作为实时预测器,预测在大厅后面等待的人数呼叫几分钟间隔 在以前类似的日子作为历史交通预测因子,使用单一指数平滑模型。 在门厅呼叫楼层的汽车中的剩余容量与使用门厅呼叫不匹配罚款的等待队列进行匹配。 停车场和停车场停车处罚情况根据门厅通话人数和“途中停”时段的可变停留时间各不相同。 一辆装载重载的汽车停下来拿起几个人,都会被罚款。 RSR的这些改进导致汽车停车和汽车负载的公平分配,从而提高处理能力,减少等待和使用时间。

    ">
    172.
    发明授权
    "Artificial intelligence" based crowd sensing system for elevator car assignment 失效
    “人造智能”基于电梯轿厢分配的人群感知系统

    公开(公告)号:US5022497A

    公开(公告)日:1991-06-11

    申请号:US318295

    申请日:1989-03-03

    Abstract: An elevator control system employing a micro-processor-based group controller (FIG. 2), which communicates with the cars (3, 4) of the system to determine the conditions of the cars, and responds to hall calls registered at a plurality of landings in the building serviced by the cars under control of the group controller, assigning hall calls to cars based on the summation for each car, relative to each call, a weighted summation of a plurality of system response factors, some indicative, and some not, of conditions of the car irrespective of the call being assigned, assigning varying "bonuses" and "penalties" to them in the weighted summation. "Artificial intelligence" techniques are used to predict traffic levels and any crowd build up at various floors to better assign one or more cars to the "crowd" predicted floors, either parking them there, if they were empty, or more appropriately assigning car(s) to the hall calls. Traffic levels at various floors are predicted by collecting passengers and car stop counts in real time and using real time and historic prediction for the traffic levels, with single exponential smoothing and/or linear exponential smoothing. Predicted passenger arrival counts are used to predict any crowd at fifteen second intervals at floors where significant traffic is predicted. Crowd prediction is then adjusted for any hall call stops made and the number of passengers picked up by the cars. The crowd dynamics are matched to car assignment, with one or more cars being sent to crowded floor(s).

    Abstract translation: 一种使用基于微处理器的组控制器(图2)的电梯控制系统,其与系统的轿厢(3,4)进行通信,以确定轿厢的状况,并响应于在多个 在由集团控制器控制的汽车服务的建筑物中的着陆,基于每个汽车相对于每个呼叫的总和,向轿厢分配门厅呼叫,多个系统响应因子的加权和,一些指示,一些不是 无论电话被分配的情况如何,在加权求和中给他们分配不同的“奖金”和“罚款”。 “人造智能”技术用于预测交通水平,并且任何人群聚集在不同的楼层,以更好地将一辆或多辆汽车分配到“人群”预测的楼层,或者将其停放在那里,如果它们是空的,或者更适当地分配汽车( s)到大厅呼叫。 通过采集单个指数平滑和/或线性指数平滑的方式,实时收集乘客和停车点数,并对流量水平进行实时和历史预测,预测各层楼层的交通状况。 预计乘客到达人数用于预测任何人群,以十五秒的间隔预测明显的交通流量。 然后,对于任何大厅通话站和乘坐车辆的乘客人数,对人群预测进行调整。 人群动态与汽车分配匹配,一辆或多辆汽车被发送到拥挤的地板。

    Elevator system
    173.
    发明授权
    Elevator system 失效
    电梯系统

    公开(公告)号:US4638889A

    公开(公告)日:1987-01-27

    申请号:US742835

    申请日:1985-06-10

    Abstract: An elevator system, and method of operating same, having a plurality of elevator cars for serving hall calls registered from the floors of a building. All of the up and down service directions from the floors are continuously assigned to the elevator cars, whether or not they have an active registered hall call associated therewith, with the assignments being made according to predetermined averages which uniformly spread the actual and prospective work loads among the elevator cars. The hall calls are timed. A timed-out call, i.e., a call registered for a predetermined period of time, is given preferential treatment, without significantly disturbing service to other registered hall calls, by assigning the floor and service direction associated with the timed-out call to an additional car which is not already assigned to a timed-out call. The additional car is selected on the basis of its having the lightest work load schedule of all of the elevator cars conditioned to serve the timed-out call.

    Abstract translation: 一种电梯系统及其操作方法,具有多个电梯轿厢,用于从建筑物的楼层登记进行门厅呼叫。 所有来自楼层的上下行车路线均不间断地分配给电梯轿厢,无论他们是否具有与之相关联的有效的登记门厅呼叫,其分配是根据预先确定的均匀分布实际和预期工作负荷的平均值 在电梯轿厢之间。 大厅电话是定时的。 通过将与超时呼叫相关联的楼层和服务方向分配给附加的定时呼叫,即在预定时间段内登记的呼叫,给予优先处理,而不会对其他已登记的门厅呼叫进行明显的干扰服务 尚未分配给超时呼叫的汽车。 基于其具有调节为服务于超时呼叫的所有电梯轿厢的最轻的工作负荷计划,选择附加轿厢。

    Demand estimation apparatus
    174.
    发明授权
    Demand estimation apparatus 失效
    需求估算装置

    公开(公告)号:US4524418A

    公开(公告)日:1985-06-18

    申请号:US522696

    申请日:1983-08-12

    Abstract: A demand estimation apparatus for controlling machines according to revised estimated demand values wherein estimated demand values are calculated by dividing demand cycles which are fluctuating similarly cyclically into a plurality of sections (time zones), an adjusting section is interposed between each two sections adjoining each other, and an estimate of the fluctuation of the demand is determined based on measurements of both the demand value of the adjusting section and the demand values of the two adjoining sections, and wherein the estimated demand value of each adjusting section is compared with the estimated demand values of the respective two adjoining sections and, based on the comparison, each adjusting section is moved as a whole toward one of the adjoining sections by a predetermined time width when the estimated demand value of the adjusting section more closely approximates the estimated demand value of that one of the adjoining section than the other adjoining section, thus modifying the time widths of both adjoining sections, and the estimated demand value is revised to account to for fluctuations in the demand within the shifted adjusting section and modified adjoining sections.

    Abstract translation: 一种用于根据经修改的估计需求值控制机器的需求估计装置,其中通过将周期性相似地变化为多个部分(时区)的需求周期来计算估计需求值,调整部分插入彼此相邻的两个部分之间 并且根据对调整部的需求值和两个相邻部的需求值的测定来确定需求的波动的估计,并且将每个调整部的估计需求值与估计需求进行比较 相应的两个相邻部分的值,并且基于比较,当调节部分的估计需求值更接近估计需求值时,每个调整部分作为整体朝着相邻部分之一移动预定时间宽度 相邻部分之一相对于其他相邻部分 ,因此修改相邻部分的时间宽度,并且修改估计的需求值以考虑到在移动的调整部分和修改的邻接部分内的需求的波动。

    Elevator system
    175.
    发明授权
    Elevator system 失效
    电梯系统

    公开(公告)号:US4046227A

    公开(公告)日:1977-09-06

    申请号:US574662

    申请日:1975-05-05

    Abstract: An elevator system for a building having a plurality of floors, including supervisory system control for controlling a plurality of elevator cars to answer calls for elevator service from the plurality of floors. The system control assigns unassigned service directions from the plurality of floors to each of the elevator cars, until meeting a predetermined dynamic limiting average. The assignments are made to one car at a time, proceeding to the next when a predetermined limiting average is met. The order in which the cars are selected for assignment is a dynamic order, responsive to the relative work loads of the cars. The assignments are made to each car, starting in a predetermined direction from each car's position, and are terminated a predetermined travel distance from the car, if not terminated sooner due to a limiting dynamic average. A predetermined minimum limiting dynamic average may be set, to control the rate at which idle cars become busy cars when traffic increases.

    Abstract translation: 一种用于具有多个楼层的建筑物的电梯系统,包括用于控制多个电梯轿厢以从多个楼层应答电梯服务的监控系统控制。 系统控制将未分配的服务方向从多个楼层分配给每个电梯轿厢,直到达到预定的动态限制平均值。 一次分配给一辆汽车,当达到预定的限制平均值时,进行下一个。 轿厢被选择用于分配的顺序是响应于汽车的相对工作负荷的动态顺序。 从每个轿厢的位置开始沿预定的方向进行分配,并且如果由于限制动态平均而不能更早地终止来自轿厢的预定行驶距离。 可以设定预定的最小限制动态平均值,以控制在交通量增加时空闲车辆变成忙车的速率。

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