Monitoring and control of thermal sanitization in automated cleaning machines
Systems and/or methods for the monitoring and/or control of thermal sanitization in automated cleaning machines are described. A cleaning machine controller may predict a number of heat unit equivalents that will be delivered during a cleaning process based on a sump temperature difference (i.e., a change in the temperature of the cleaning solution in the sump) experienced at or near the beginning of the cleaning process. One or more cleaning process parameters may be adjusted and/or controlled based on the sump temperature difference in order to ensure that a target number of heat unit equivalents are delivered in order to achieve thermal sanitization of the wares subjected to the cleaning process.
1 . An automated cleaning machine comprising:
a housing defining a wash chamber in which articles to be cleaned are subjected to a cleaning process;
a sump configured to receive and store a cleaning solution;
at least one processor;
at least one storage device that stores values of cleaning process parameters including one or more of a wash time, a rinse temperature, and a rinse time;
the at least one storage device further comprising instructions executable by the at least one processor to cause the automated cleaning machine to:
control execution by the automated cleaning machine of at least an initial portion of the cleaning process using the values of the cleaning process parameters; and
prior to completion of the cleaning process:
determine a first temperature of the cleaning solution in the sump at a first predetermined time during execution of the cleaning process;
determine a second temperature of the cleaning solution in the sump at a second predetermined time during execution of the cleaning process, wherein the second predetermined time is subsequent to the first predetermined time;
determine a sump temperature difference between the first temperature and the second temperature;
predict a number of heat unit equivalents (HUEs) that will be delivered during the cleaning process based on the sump temperature difference;
in response to the predicted number of HUEs not satisfying a target range indicative of thermal sanitization, adjust the values of one or more of the cleaning process parameters such that a revised predicted number of HUEs that will be delivered during the cleaning process based on the sump temperature difference satisfies the target range indicative of thermal sanitization; and
control execution of a remaining portion of the cleaning process using the adjusted values of the cleaning process parameters.
2 . The automated cleaning machine of claim 1 , the at least one storage device further comprising instructions executable by the at least one processor to cause the automated cleaning machine to:
predict the number of HUEs that will be delivered during the cleaning process based on the sump temperature difference, the wash time, the rinse temperature, and the rinse time.
3 . The automated cleaning machine of claim 1 , where the adjusted values of the cleaning process parameters include an adjusted value of the wash time.
4 . The automated cleaning machine of claim 1 , where the adjusted values of the cleaning process parameters include an adjusted value of the rinse time.
5 . The automated cleaning machine of claim 1 , where the adjusted values of the cleaning process parameters include adjusted values of the rinse time and the rinse temperature.
6 . The automated cleaning machine of claim 1 , where the adjusted values of the cleaning process parameters include adjusted values of the wash time, the rinse time and the rinse temperature.
7 . The automated cleaning machine of claim 1 , the at least one storage device further comprising instructions executable by the at least one processor to cause the automated cleaning machine to:
predict the number of HUEs that will be delivered during the cleaning process based on a first predictive equation that includes the sump temperature difference as a variable modeled from experimental data that is statistically correlated with a second predictive equation that includes a number of the articles in the wash chamber of the automated cleaning machine during the cleaning process modeled from the experimental data.
8 . The automated cleaning machine of claim 1 , the at least one storage device further comprising instructions executable by the at least one processor to cause the automated cleaning machine to generate one or more notifications for display on a user interface of a computing device, wherein the one or more notifications include data corresponding to the cleaning process.
9 . The automated cleaning machine of claim 8 , wherein the data corresponding to the cleaning process includes one or more of:
the values of the cleaning process parameters; the first and second temperatures in the sump; the sump temperature difference; a date and time of the cleaning process; a unique identification of the cleaning process; a unique identification of the automated cleaning machine; a unique identification of a person running the cleaning process; an article type cleaned during the cleaning process; a rack volume or types of racks or trays used during the cleaning process; a wash phase duration; a rinse phase duration; a dwell duration; wash and rinse water temperatures; wash and rinse water conductivities; wash and rinse water pH values; a detergent concentration; a rinse agent concentration; an environmental humidity; a water hardness; a turbidity; rack temperatures; a type and amount of chemical product dispensed during each cycle of the cleaning process; a volume of water dispensed during each cycle of the cleaning process; and other information relevant to the cleaning process.
10 . The automated cleaning machine of claim 1 , wherein the cleaning process is a current cleaning process, the at least one storage device further comprising instructions executable by the at least one processor to cause the automated cleaning machine to:
determine a machine idle time measured from completion of a previous cleaning process to initiation of the current cleaning process;
adjust the values of one or more of the cleaning process parameters such that the revised predicted number of HUEs that will be delivered during the current cleaning process based on the sump temperature difference and the machine idle time satisfies the target range indicative of thermal sanitization; and
control execution of the remaining portion of the current cleaning process using the adjusted values of the one or more of the cleaning process parameters.
11 . A method comprising:
controlling execution of a cleaning process by a cleaning machine of at least an initial portion of the cleaning process using values of cleaning process parameters stored in a storage device of the cleaning machine, the cleaning process including delivering a cleaning solution from a sump associated with the cleaning machine into a wash chamber of the cleaning machine into which articles to be cleaned are present; and
prior to completion of the cleaning process:
determining a first temperature of the cleaning solution in the sump at a first predetermined time during execution of the cleaning process;
determining a second temperature of the cleaning solution in the sump at a second predetermined time during execution of the cleaning process, wherein the second predetermined time is subsequent to the first predetermined time;
determining a sump temperature difference between the first temperature and the second temperature;
predicting a number of heat unit equivalents (HUEs) that will be delivered to the wash chamber of the cleaning machine during the cleaning process based on the sump temperature difference;
in response to the predicted number of HUEs not satisfying a target range indicative of thermal sanitization, adjusting the values of one or more of the cleaning process parameters such that a revised predicted number of HUEs that will be delivered during the cleaning process based on the sump temperature difference satisfies the target range indicative of thermal sanitization; and
controlling execution of a remaining portion of the cleaning process using the adjusted values of the cleaning process parameters.
12 . The method of claim 11 , further comprising:
predicting the number of HUEs that will be delivered during the cleaning process based on the sump temperature difference, a wash time, a rinse temperature, and a rinse time.
13 . The method of claim 11 , where the adjusted values of the cleaning process parameters include an adjusted value of a wash time.
14 . The method of claim 11 , where the adjusted values of the cleaning process parameters include an adjusted value of a rinse time.
15 . The method of claim 11 , where the adjusted values of the cleaning process parameters include adjusted values of a rinse time and a rinse temperature.
16 . The method of claim 11 , where the adjusted values of the cleaning process parameters include adjusted values of a wash time, a rinse time and a rinse temperature.
17 . The method of claim 11 , further comprising:
predicting the number of HUEs that will be delivered during the cleaning process based on a predictive equation that includes the sump temperature difference as a variable.
18 . The method of claim 11 , wherein the target range indicative of thermal sanitization includes a minimum target of 3600 HUEs.
19 . The method of claim 11 , wherein:
the cleaning process is a current cleaning process,
the method further comprises determining a machine idle time measured from completion of a previous cleaning process to initiation of the current cleaning process,
adjusting the values of one or more of the cleaning process parameters comprises adjusting the values of the cleaning process parameters such that the revised predicted number of HUEs that will be delivered during the current cleaning process based on the sump temperature difference and the machine idle time satisfies the target range indicative of thermal sanitization, and
the method further comprises controlling execution of a remaining portion of the cleaning process using the adjusted values of the one or more of the cleaning process parameters.
20 . A non-volatile computer-readable storage medium comprising instructions that, when executed by a processor, configure the processor to:
control execution by a cleaning machine of at least an initial portion of a cleaning process using values of cleaning process parameters stored in a storage device of the cleaning machine, the cleaning process including delivering cleaning solution from a sump of the cleaning machine into a wash chamber of the cleaning machine into which articles to be cleaned are present; and
prior to completion of the cleaning process:
determine a first temperature of a cleaning solution in the sump of the cleaning machine at a first predetermined time during execution of the cleaning process;
determine a second temperature of the cleaning solution in the sump of the cleaning machine at a second predetermined time during execution of the cleaning process, wherein the second predetermined time is subsequent to the first predetermined time;
determine a sump temperature difference between the first temperature and the second temperature;
predict a number of heat unit equivalents (HUEs) that will be delivered during the cleaning process based on the sump temperature difference;
in response to the predicted number of HUEs not satisfying a target range indicative of thermal sanitization, adjust the values of one or more of the cleaning process parameters such that a revised predicted number of HUEs that will be delivered during the cleaning process based on the sump temperature difference satisfies the target range indicative of thermal sanitization; and
control execution of a remaining portion of the cleaning process using the adjusted values of the cleaning process parameters.