PRODUCT FAN SYSTEM AND RELATED METHODS
20210364004 · 2021-11-25
Inventors
- Joshua D. Combs (Lexington, KY, US)
- Coleman M. Stivers (Lexington, KY, US)
- Michael S. Robinson (Berea, KY, US)
- Thomas James Lesser (Lexington, KY, US)
- Christian R. TABER (Lexington, KY, US)
- Jonathan W.W. Olsen (Lexington, KY, US)
Cpc classification
F04D27/006
MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
International classification
F04D27/00
MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
Abstract
A system uses one or more fans to regulate airflow associated with products, such as to assist in retarding the spoilage of produce on display for sale in a space. The system includes a display in the space for displaying the produce for sale and at least one sensor for sensing a parameter associated with the display and generating an output representative of the parameter. The fan may be an overhead fan located in the space above the display for regulating the airflow over the display. A controller is provided for controlling the fan based on the output of the sensor. Related aspects and methods are also disclosed.
Claims
1. A method of assisting in regulating airflow in connection with a product displayed on a display for sale in a space, comprising: regulating a fan in the space adjacent to the product based on at least one condition associated with the product display.
2. The method of claim 1, wherein the regulating step is performed based on a condition selected from the group consisting of a type of product, a time of day, a concentration of CO.sub.2, a relative humidity, or any combination of the foregoing.
3. The method of claim 1, wherein the regulating step comprises regulating the ceiling fan based on a sensed amount of CO.sub.2 within the space.
4. The method of claim 1, wherein the regulating step comprises regulating the operation of the fan based on the type of produce influenced by an airflow generated by the fan.
5. The method of claim 1, further including the step of regulating the fan based on the detection of a person adjacent to the display.
6. The method of claim 1, wherein the regulating step is performed by predicting a temperature within a pile of product based on a sensed surface temperature of the pile.
7. The method of claim 1, wherein the step of regulating the fan comprises operating the fan at a first speed based on a detected difference in a temperature associated with the product at the at least one condition associated with the display and an ambient dewpoint temperature.
8. The method of claim 7, further including the step of regulating the fan at a second speed lower than the first speed when the temperature of the product exceeds the ambient dewpoint temperature.
9. The method of claim 8, wherein the second speed comprises a minimum speed not to cause discomfort if occupancy is detected adjacent to the display.
10. The method of claim 1, wherein the regulating step comprises regulating the fan at a speed necessary to maintain a sensed surface temperature of the product within a predetermined amount above an ambient air dew point temperature.
11. The method of claim 1, further including the step of regulating an HVAC system.
12. The method of claim 1, further including the step of overriding the regulating step if one of a person or an air curtain is located adjacent to the display.
13. The method of claim 1, wherein the at least one condition comprises a sensed temperature of an air curtain associated with a refrigerated open air case serving as the display, and the regulating step comprises regulating the fan to avoid disrupting the air curtain.
14. A system for regulating airflow in a space, comprising: a fan for circulating air within the space; a first sensor for sensing CO.sub.2 within the space and generating a first output; and a controller for controlling the operation of the fan based on the first output of the first sensor.
15. The system of claim 14, wherein the space includes a display for supporting produce for sale.
16. The system of claim 14, further including a second sensor for detecting one of temperature or humidity and generating a second output signal used by the controller to regulate the fan.
17. The system of claim 14, comprising: a first display in the space for displaying a first type of produce; the fan being a first ceiling fan for providing airflow to the first type of produce, and further including: a second display in the space for displaying a second type of produce; a second ceiling fan for providing airflow to the second type of produce; and wherein the controller for controlling the operation of the first ceiling fan and the second ceiling fan based on the first and second types of produce.
18. A system for regulating airflow, comprising: a display in the space including an air curtain; a sensor for positioning within the air curtain; and a fan located in the space above the display for regulating the airflow; and a controller for controlling the fan based on the output of the sensor.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
[0023]
[0024]
[0025]
[0026]
[0027]
[0028]
[0029]
DETAILED DESCRIPTION OF THE INVENTION
[0030] In accordance with one aspect of the invention, one or more fans may be used to regulate airflow delivered to one or more products, such as in connection with the regulation of an HVAC system and/or one or more sensors for sensing conditions associated with the product. In one exemplary embodiment, a system 10 is provided that uses one or more fans 12, which may be provided adjacent to the product under consideration. In the example shown in the figures, the fan 12 comprises an overhead fan (i.e., a ceiling fan, even though it need not be mounted directly to the ceiling) mounted above a collection of product, which may be of any type or possibly a variety of types, including for instance produce in the form of fresh fruit or vegetables.
[0031] The fan(s) 12 need not be of any particular type, but there is a preference for high volume, low speed fans, as disclosed in U.S. Pat. No. 7,284,960, entitled “Fan Blades,” issued Oct. 23, 2007; U.S. Pat. No. 6,244,821, entitled “Low Speed Cooling Fan,” issued Jun. 12, 2001; U.S. Pat. No. 6,939,108, entitled “Cooling Fan with Reinforced Blade,” issued Sep. 6, 2005; and U.S. Pat. No. D607,988, entitled “Ceiling Fan,” issued Jan. 12, 2010, U.S. Pat. Pub. No. 2008/0008596, entitled “Fan Blades,” published Jan. 10, 2008; U.S. Pat. Pub. No. 2009/0208333, entitled “Ceiling Fan System with Brushless Motor,” published Aug. 20, 2009; and U.S. Pat. Pub. No. 2010/0278637, entitled “Ceiling Fan with Variable Blade Pitch and Variable Speed Control,” published Nov. 4, 2010, the disclosures of which are all incorporated by reference herein.
[0032] As illustrated, the product may be provided on display for sale by way of a display 14. The display 14 may comprise a stand, table, bin, pallet, or like structure for supporting the product, usually in a stacked or pile form. While exposed to the ambient environment and not fully contained, the product may in some situations be located in shipping boxes or cartons, which as a result of display 14 may be located above the floor of an associated space (which may for example be the produce section of a retail grocery or warehouse store, but could also be a storage area for holding the produce prior to display for sale). The display 14 may be an elongated structure, and may support different types of product in different zones, as will be understood upon reviewing the following description. The term display may also be considered to include separate structures used to support a type of product for sale, and need not comprise a single unitary structure.
[0033] The system 10 may operate such that one or more parameters relating to one or more conditions of the product are sensed and used to regulate the operation of the associated fan(s) 12. For instance, one or more sensors may be provided adjacent to the product (such as by being embedded within the product arranged in a stack or pile form or otherwise connected to the display 14) for sensing one or more of air temperature, surface temperature, relative humidity, and CO.sub.2 concentration (which correlates to ethylene production by produce). The output from the sensor(s) may then be used to regulate the operation of the fan(s) 12.
[0034] As an example, and as shown in
[0035] In some arrangements (such as in warehouse stores without fixed displays), direct sensing of temperature of the product, such as using an embedded sensor, may not be practicable or create the desired results. In such situation, a predictive model of temperature may be used in lieu of a sensor node 16a at the display 14. The temperature prediction within a pile of product may be based on a detection of surface temperature of the exposed items in the pile of product. As shown in
[0036] Because this system 10 is typically located in a sensitive consumer environment, it may also be desirable to obtain occupancy information in order to prevent discomfort or any adverse impacts on sales psychology. Thus, an occupancy sensor 16d (which may be connected to each fan 12) may be used to determine when customers are in the fan's area of influence. Whenever customer motion is detected, the maximum allowable air velocity generated by the fan 12 may be controlled to help ensure comfort is achieved. As noted below, a scheduling input interface to the system 10 may be used to provide information to the system to differentiate between customer motion and employee motion outside of regular business hours.
[0037] Part of the system 10 may comprise a central control 18, which may receive the input from the sensor(s) 16 (such as by wired or wireless communication) and control the fan(s) 12 accordingly. As shown in
[0038] The central control 18 may include a user interface that allows for the conditions of the space to be viewed and changed depending on the particular arrangement used or desired. For example, the interface may provide an interactive map preconfigured to replicate the specific product arrangement for a given period of time, such as a typical business day. The user may then indicate the produce varieties to chosen locations under and around fans 12, and the control 18 would respond accordingly by regulating the associated fan(s) 12 based on the type of produce (see, e.g., Examples 1-4 set out below). The control 18 may also make suggestions for layout changes based on similar airflow preferences for the varieties of produce selected. After accepting a final produce layout, the interface may generate a communication to the person who directs the placement of the product on the displays in the space, such as the produce manager. Optionally, the system 10 may include the automated locating of product using electronic (RFID) tags (which may be provided on the pallets associated with the produce) and floor mounted electronic (e.g., RFID) detectors, which may be used by the control 18 to determine the location of the product adjacent to the associated fan and regulate it accordingly.
[0039] The system 10 may be programmed to operate in various modes depending on the sensed parameters. For example, in a “Condensation” mode, the system 10 may operate to use the fan(s) 12 to dry off accumulated condensation that occurred in transit between refrigeration (truck or cooler) and a display location. The trigger for this mode may be the system 10 detecting a difference in the display area surface temperature (such as may be read by a sensor 16, including an IR sensor associated with the fan 12) to reading less than a predetermined amount (such as 5° C. above ambient dew point temperature). Upon being triggered, the system 10 may regulate the fan(s) 12 to create the maximum possible air flow for a predetermined time (e.g., 20 minutes).
[0040] A related aspect is to operate the system 10 in a second phase of the condensation mode following the first phase described above that seeks to increase surface temperature of product deep within display pile to prevent condensation from forming. This may be done by sensing the inner temperature of the product, such as by using a sensor 16 associated with the display 14 or within a pile of product. When the sensed temperature of the product reaches a predetermined amount (e.g., 1.5° C.) over the ambient dew point temperature, then the speed of the fan 12 may be regulated depending on the occupancy conditions. For example, if it is before the store opening time, the system 10 may operate the fan(s) at a minimum level in order to allow the temperature to increase as desired. If during a time when occupancy is expected, the fan(s) 12 may be set to the minimum speed when no occupancy is detected and set fan to maximum not to cause discomfort whenever occupancy is detected.
[0041] Another mode of operation relates to the thermal characteristics of the produce. In a “Heat Dispersion” mode, the purpose is to convectively remove heat generated by respiration and thus decrease over-ripening and microbial growth, which is especially desirable for any produce prone to generating heat and when the air temperature is below produce surface temperature. The trigger for this mode may be a produce surface temperature, which may be directly sensed or predicted, and the system 10 may then regulate the fan(s) to operate at a constant velocity necessary to maintain the sensed temperature within a predetermined range (e.g. 1° C.) over ambient air temperature.
[0042] A further “HVAC Fluctuation” mode of operation will involve using information learned from monitoring HVAC usage. For instance, by using temperature drops caused by the HVAC system 20, the system 10 may be operated to use this to cool produce and decrease respiration and microbial activity. This may be done by sensing an ambient temperature in the space where the fan 12 is located, such as in the upper part of the room, and determining if it is less than the produce temperature (whether directly or indirectly determined). If it is determined that the ambient temperature is less than the produce temperature, the fan 12 may be operated at a maximum speed. Likewise, in a related mode, if the system 10 detects a temperature of the produce that is likely to cause spoilage, it may also cause the HVAC system and fan(s) to activate to reduce the temperature.
[0043] The system 10 may also operate in a “Gas Dispersion” mode that seeks to prevent over-ripening and associated quality degradation by dispersing ethylene build-up. If a produce type is sensitive to ethylene buildup, produce surface temperature is above a predetermined amount (e.g., 5° C.), and CO.sub.2 concentration as sensed by an associated sensor 16 has trended to a peak plateau, then the fan(s) 12 may be operated for a particular time to disperse the ethylene. The operation may be halted after a predetermined time or the detected CO.sub.2 concentration is reduced to a particular level.
[0044] In a “Moisture” mode of operation, the goal of the system 10 is to maintain a relative humidity level that is detrimental to microbial growth without causing an increased amount (e.g., more than a 2%) of loss in produce moisture. The trigger for this mode may be a sensed relative humidity in the produce that is greater than a target (which may vary depending on the type of produce) plus a predetermined amount (e.g., 10%), or may be done without direct measurements according to a produce-specific predetermined schedule. The system 10 would operate to cycle the fan(s) 12 to a gas dispersion velocity at a duty cycle necessary to limit moisture loss in specific produce variety to 2% in one business day.
[0045] The following examples are provided as non-limiting discussions of how the above-identified technology might be applied in connection with particular types of produce.
Example 1
[0046] This example pertains to potatoes, and is best understood with reference to
Example 2
[0047] This example pertains to peaches, and is best understood with reference to
Example 3
[0048] With reference to
Example 4
[0049] This example relates to apples, which have a similar (but not as extreme) moisture resistance compared to avocados. However, apples do not generate significant amounts of heat and thus a Heat Dispersion Mode is not needed. Otherwise, the treatment is similar, as shown in
[0050] Certain overrides may also be applied to any of the foregoing modes when conditions have been met within the specified time range. For instance, a customer comfort override may be provided during business hours when occupancy is detected. This override would cause system 10 to limit the maximum air velocity at occupant level created by fan(s) to that allowable by ASHRAE standard 55 such that no more than a particular percentage of occupants are dissatisfied and for a given time.
[0051] A further override may be provided if air curtains, such as associated with a refrigerated display for displaying product, are present within the area of influence of produce system fans 12. In this override, fan speed may be restricted such that the temperature does not diverge more than a certain amount (e.g., 1° C.) from normal operating temperature (when no fans are present) during the current fan mode. The temperature may be sensed by a sensor associated with the display.
[0052] In this regard, and with reference to
[0053] In order to account for this disruption and possibly avoid it, a commissioning system 100 is provided which includes a sensor in the form of a probe 102 for determining the influence of external airflow, such as that generated by a fan, on an air curtain. The probe 102 includes a plurality of spaced sensors 102a for sensing temperature, which may be strategically placed in the flow of air forming the air curtain A (vertical in the illustrated example). In this exemplary configuration, the probe 102 includes a first group of sensors 102b designed to be positioned within the normal air flow boundary forming the air curtain A, and a second group of sensors 102c outside of the normal boundary and spaced from the first group (such as, for instance, at a six inch interval). Variations in temperature as a result of fan operation may then be sensed and reported to a controller 104, such as a portable computer, and used to then determine the optimal setting to minimize disruption as a result of fan operation.
[0054] One possible use of this system 100 is now described with reference to
[0055] Using the collected data, an inflection point may be determined for each probe/fan/refrigerated case. The fan speed(s) may then be selected to minimize impact on all refrigerated cases under the influence of the fan or fans according to those results. Minimum and maximum fan speeds will be determined based on refrigerated case model specific criteria and the determined fan speed inflection point for that refrigerated case. Keeping fan speeds within these thresholds ensures that sufficient airflow can be provided to the produce while minimizing energy/operational interference on the refrigerated cases.
[0056] As an example of the data processing methods that may be used, the applicable sensors 102a-102c for each probe 102 may be selected and the following methodology applied: [0057] i. Probe(n).Sensor(1) is the most interior sensor to the cooler (where n is the probe number) [0058] ii. Probe(n).Sensor(4) is the most exterior sensor to the cooler [0059] iii. Extract the fan off data for analysis [0060] iv. Probe(n).Sensor(2) is the sensor with an average temperature closest to 2° F. warmer than the average temperature of Probe(n).Sensor(1) [0061] v. Probe(n).Sensor(3) is the sensor with an average temperature closest to 4° F. warmer than the average temperature of Probe(n).Sensor(1) [0062] vi. Discard data from all other sensors on Probe(n) [0063] vii. Repeat for each probe 1 through n [0064] b. Convert continuous data set from each probe into discrete data [0065] i. Average Probe(n).Sensor data for all timestamps corresponding to each fan speed. Example data:
TABLE-US-00001 Fan Speed 1 2 3 4 5 6 7 8 9 Proc- 28.2 29.3 28.5 29.9 28.8 30 29.8 30.2 30.1 Sensor(1) Proc- 30.5 30.4 29.1 31.5 33.3 35.5 37.6 39.7 41.8 Sensor(2) Proc- 32.9 32.8 30.2 33.5 35.2 38.0 40.5 43.0 45.5 Sensor(3) Proc- 58.5 59.6 60.1 58.9 58.2 58.1 57.2 57.9 58.2 Sensor(4) [0066] ii. Nondimensionalize the above data by applying the below equations on all fan speeds 1 through 9 (F):
TABLE-US-00002 Fan Speed 1 2 3 4 5 6 7 8 9 ND(1) 8% 4% 2% 6% 15% 20% 28% 34% 42% ND(2) 16% 12% 5% 12% 22% 28% 39% 46% 55% [0067] 1. Repeat for each probe 1 to n [0068] c. Identify inflection point in Probe(n).ND data [0069] i. Given F speed settings in Probe(n).ND data [0070] ii. Split Probe(n).ND data into F-3 sequential pairs (1 to nPair, pair(k)), where each piece of the pair must have at least two data points. Probe(n).pair(k).S(1) to Probe(n).pair(k).S(2) and Probe(n).pair(k).S(3) to Probe(n).pair(k).S(4) for each pair k [0071] 1. Example: For F=9 speeds, (pair=1) 1-2&3-9, (pair=2) 1-3&4-9 . . . (pair=6) 1-7&8-9. To tie this back to the above nomenclature, pair 1 for probe 2 would be: [0072] Probe(2).pair(1).S(1)=1 [0073] Probe(2).pair(1).S(2)=2 [0074] Probe(2).pair(1).S(3)=3 [0075] Probe(2).pair(1).S(4)=9 [0076] iii. Find the equation of the best fit line for each half of all pairs [0077] 1. pair(k).m(1) and pair(k).m(2) are the slopes for the first and second half of pair k respectively [0078] 2. pair(k).b(1) and pair(k).b(2) are the intercepts for the first and second half of pair k respectively [0079] iv. Sum the simple error of both halves of each pair k within probe(n) data
An exemplary output for a single probe 102 is shown in
[0088] Having shown and described various embodiments, further adaptations of the apparatuses, methods and systems described herein may be accomplished by appropriate modifications by one of ordinary skill in the art without departing from the scope of the disclosure. Several of such potential modifications have been mentioned, and others will be apparent to those skilled in the art. For instance, the examples, embodiments, geometries, materials, dimensions, ratios, steps, and the like discussed above are illustrative and are not required. Accordingly, the scope of the disclosure should be considered in terms of claims that may be presented, and is understood not to be limited to the details of structure and operation shown and described in the specification and drawings.