Artificial intelligence type heat pump shampoo bed
By designing artificial intelligence control devices and heat dissipation protection devices in the heat pump hair wash bed, problems such as incomplete hair filtration, inability to keep up with hot water supply, water leakage and safety hazards in the prior art are solved, and efficient, safe and reliable hair wash bed operation is achieved.
Patent Information
- Application Number
- CN202420888100.1
- Authority / Receiving Office
- CN · China
- Patent Type
- Utility models(China)
- Current Assignee / Owner
- Filing Date
- 2024-04-26
- Publication Date
- 2025-05-06
- Estimated Expiration
- 2034-04-26
AI Technical Summary
The existing heat pump shampoo beds have problems such as incomplete hair filtration, hot water supply cannot keep up with the peak of use, no automatic increase in heat reserve function, difficulty in time to discover water leakage, easy scaling of hot water tanks, inability to run large AI programs on a stand-alone control system, insufficient motor heat dissipation of waste heat recovery devices, and major safety hazards.
An artificial intelligence heat pump hair wash bed was designed, and the control device was used to obtain geographic area and time domain application data, operation parameters, etc., to establish an operation model combination, execute an operation start plan, and control the operation status of the hair wash bed. At the same time, a heat dissipation protection device is installed in the wastewater tank, including a heat dissipation device, a crushing device and a power-off protection device, to ensure the motor heat dissipation, crushing effect and safety.
It has achieved rapid heat dissipation, improved motor service life, accelerated wastewater flow, improved waste heat extraction sufficiency, avoided blockage, ensured safety, and optimized management and operation through artificial intelligence control.
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Figure CN222828236U_ABST
Abstract
Description
Technical Field
[0001] The utility model relates to the technical field of shampooing beds, in particular to an artificial intelligence type heat pump shampooing bed. Background Art
[0002] At present, the existing heat pump shampooing bed has the following problems:
[0003] (1) Although existing shampooing beds are equipped with hair filters, hair still inevitably enters the wastewater tank and is not easy to discharge;
[0004] (2) The start and stop of the shampoo bed is generally controlled by the hot water temperature. It starts when the hot water temperature is low and stops when the hot water temperature is high. Since the heating power of the compressor is generally small, during the peak period of hot water use, the compressor often cannot start heating in time, resulting in insufficient hot water supply.
[0005] (3) There is no function to automatically increase heat (energy) reserves during peak hot water usage periods;
[0006] (4) Since many stores do not turn off their tap water during non-business hours, water leakage in shampooing beds cannot be discovered in time, which leads to flooding of stores;
[0007] (5) After long-term use, the hot water tank of the shampoo bed will have problems such as scaling and sediment deposition, which are not easy to detect and deal with in time;
[0008] (6) The stand-alone control system of the heat pump shampoo bed is generally a single-chip microcomputer, which is unable to run large AI programs and automatic intelligent upgrades of programs;
[0009] (7) The pulverizing motor of the waste heat recovery device lacks a heat sink, which can easily cause the motor to operate at too high a temperature and become damaged, thus reducing the motor's service life;
[0010] (8) The existing wastewater tank is not equipped with a power-off protection device. When the motor is being repaired or the wastewater tank is opened, the motor is in operation, which may cause injuries to people due to the rotation of the crushing paddle, posing a major safety hazard. Utility Model Content
[0011] In order to overcome the above technical problems, the utility model discloses an artificial intelligence type heat pump shampooing bed.
[0012] The technical solution adopted by the utility model to achieve the above-mentioned purpose is:
[0013] An artificial intelligence type heat pump shampooing bed, comprising an electrically connected control device and a shampooing bed device;
[0014] The control device includes a first acquisition device, a second acquisition device and a model building device, wherein the first acquisition device is used to acquire the geographical area and time domain application data of the shampoo bed device, the second acquisition device is used to acquire the operation parameters of the shampoo bed device, and the model building device is used to establish an operation model combination and execute an operation start-up plan to control the operation state of the shampoo bed device;
[0015] The shampoo bed device comprises a shampoo bed body and a waste water tank body, a waste water tank heat dissipation protection device is arranged in the waste water tank body, and the waste water tank heat dissipation protection device comprises a heat dissipation device, a crushing device and a power-off protection device;
[0016] The pulverizing device includes a motor disposed on the top of the wastewater tank, a rotating shaft disposed on the motor drive shaft, and a pulverizing paddle disposed at the end of the rotating shaft;
[0017] The heat dissipation device comprises a heat dissipation seat and a fin assembly, wherein the heat dissipation seat is arranged on the outer surface of the motor, and the fin assembly comprises a plurality of groups of heat dissipation fins which are equidistantly arranged on the outer peripheral surface of the heat dissipation seat;
[0018] The power-off protection device comprises an electrical connection socket, through which the motor is electrically connected to a power line. When the wastewater tank is opened, the electrical connection socket is unplugged to put the motor in a power-off state.
[0019] In the above-mentioned artificial intelligence heat pump shampooing bed, the heat dissipation fins include a main fin extended from the heat dissipation seat, and a first branch fin and a second branch fin extended from the main fin.
[0020] The artificial intelligence heat pump shampoo bed mentioned above, wherein the interior of the wastewater tank is provided with a wastewater inlet and outlet chamber, a waste heat recovery chamber and a waste sedimentation chamber from top to bottom in sequence;
[0021] The rotating shaft is extended and arranged in the waste heat recovery chamber, and the crushing paddle is arranged between the waste heat recovery chamber and the waste sedimentation chamber.
[0022] The above-mentioned artificial intelligence type heat pump shampooing bed, wherein the shampooing bed device also includes a waste heat recovery device, the waste heat recovery device includes a first heat exchange coil and a second heat exchange coil which are connected to each other, the first heat exchange coil is arranged in the waste heat recovery chamber, and the second heat exchange coil is arranged in the waste sedimentation chamber.
[0023] The above-mentioned artificial intelligence heat pump shampooing bed, wherein a heat exchange inlet channel and a heat exchange outlet channel are arranged on the top of the wastewater tank body, and the heat exchange inlet channel, the first heat exchange coil, the second heat exchange coil and the heat exchange outlet channel are connected in sequence to form a heat exchange path.
[0024] The artificial intelligence heat pump shampoo bed mentioned above, wherein the shampoo bed device also includes a wastewater recovery device, and the wastewater recovery device includes a water inlet pipe and a recovery pipe;
[0025] A water inlet and a water outlet are provided at the upper part of the wastewater tank body corresponding to the wastewater inlet and outlet chamber, the water inlet pipe is communicated with the water inlet, and the recovery pipe is communicated with the water outlet.
[0026] The artificial intelligence type heat pump shampooing bed mentioned above, wherein the shampooing bed device further comprises a waste recovery device, the waste recovery device comprises a sewage pipe, and a sewage valve is arranged at the feed end of the sewage pipe;
[0027] A sewage outlet is arranged at the bottom of the wastewater tank body corresponding to the waste settling chamber, and the sewage outlet pipe is communicated with the sewage outlet.
[0028] In the above-mentioned artificial intelligence heat pump shampooing bed, the first acquisition device comprises:
[0029] A first acquisition unit is used to acquire the geographical data x1 of the shampooing bed and acquire corresponding water usage habit demand information;
[0030] A first recording unit is used to record the activation time x2 and the deactivation time x3 of the shampoo bed, and count them into the corresponding usage time domain t;
[0031] A first calculation unit is used to calculate the current use time a1 of the shampoo bed according to the activation time x2 and the deactivation time x3, wherein the calculation formula of the current use time a1 is: a1=x3-x2;
[0032] The second acquisition unit is used to acquire the usage time a2 of the shampooing bed once;
[0033] The first comparison unit is used to compare the current usage time a1 of the shampoo bed with the last usage time a2, and take the maximum value thereof as the usage time threshold amax of the shampoo bed.
[0034] In the above-mentioned artificial intelligence heat pump shampooing bed, the second acquisition device comprises:
[0035] A first probability calculation component is used to calculate the usage frequency f1 of the shampooing bed and the corresponding probability f1(x2, x3, t);
[0036] A second probability calculation component is used to calculate the water usage frequency f2 of the shampoo bed and the corresponding probability f2(x4, x5, t);
[0037] The third probability calculation component is used to calculate the heating operation frequency f3 and the corresponding probability f3(x6, x7, t) of the shampoo bed, the heating frequency Q and the corresponding probability Q(x6, x7, t);
[0038] A fourth probability calculation component is used to calculate the frequency of insufficient hot water in the shampoo bed and the corresponding probability f4(x8, t);
[0039] The standard and data generation component is used to set the high standard of the exhaust temperature of the shampoo bed and generate the high exhaust temperature data f5 (x9, x10, x11, x8).
[0040] In the above-mentioned artificial intelligence type heat pump shampooing bed, the model building device comprises:
[0041] The first building component is used to build a water leakage detection model and detect the water leakage of the shampoo bed;
[0042] The second building component is used to build an energy storage model and control the heating operation of the shampoo bed;
[0043] The third building component is used to build a peak start-stop model and control the peak start-stop of the shampoo bed;
[0044] The fourth building component is used to build a scaling judgment model and detect the scaling condition of the shampoo bed.
[0045] The beneficial effects of the utility model include the following points:
[0046] (1) The hair washing bed device of the utility model is innovatively provided with a heat dissipation device on the motor, so as to quickly dissipate the heat generated by the motor when it is working, so that the motor maintains a normal working temperature, optimizes the self-heating effect of the motor, and maintains the best working performance and a long service life of the motor; and the crushing device accelerates the flow speed of the wastewater, thereby improving the adequacy of the extraction of residual heat, and crushes the broken hair to avoid blockage and accumulation; secondly, the heat dissipation device is optimized to be a structure of the heat sink and the fin assembly, and the heat sink is arranged in contact with the motor so that the heat generated by the motor when it is working is quickly transferred to the heat sink, and then the heat is dissipated by the fin assembly, wherein the first fin and the second fin are extended to greatly increase the heat dissipation area and improve the heat exchange efficiency; further, the power-off protection device ensures that the motor is in a power-off state when the motor is repaired or the wastewater tank is opened, so as to prevent the crushing device from rotating and injuring people due to the power not being turned off, thereby further improving the operating safety of the device;
[0047] (2) The control device of the present invention calculates the use frequency and probability of the shampoo bed device, the frequency and probability of water usage, the frequency and probability of heating operation, the frequency and probability of insufficient hot water, and the high temperature data of exhaust gas, and establishes the water leakage detection model, energy storage model, peak start and stop model and scaling judgment model, thereby realizing functions such as water leakage detection, heating operation, peak start and stop and scaling detection, thereby optimizing the reliability, efficiency and timeliness of management and operation to a great extent, so that the shampoo bed device can operate in the best plan, ensuring the timeliness and reliability of control. BRIEF DESCRIPTION OF THE DRAWINGS
[0048] The utility model is further described below in conjunction with the accompanying drawings and embodiments.
[0049] Figure 1 It is a three-dimensional schematic diagram of the shampooing bed device in the utility model;
[0050] Figure 2 It is a front view schematic diagram of the shampooing bed device in the utility model;
[0051] Figure 3 It is a cross-sectional schematic diagram of the shampooing bed device in the utility model;
[0052] Figure 4 It is a top view schematic diagram of the heat dissipation device in the utility model. DETAILED DESCRIPTION
[0053] The present invention is further described below through specific embodiments to make the technical solution of the present invention easier to understand and grasp, rather than to limit the present invention.
[0054] Example: See Figures 1 to 4 , this embodiment provides an artificial intelligence type heat pump shampoo bed, which includes an electrically connected control device and a shampoo bed device;
[0055] The shampoo bed device comprises a wastewater tank 1, a heat dissipation device 2, a crushing device and a power-off protection device;
[0056] The pulverizing device includes a motor 31 disposed on the top of the wastewater tank 1, a rotating shaft 32 disposed on the driving shaft of the motor 31, and a pulverizing paddle 33 disposed at the end of the rotating shaft 32;
[0057] The heat dissipation device 2 includes a heat dissipation seat 21 and a fin assembly. The heat dissipation seat 21 is arranged on the outer surface of the motor 31. The fin assembly includes a plurality of groups of heat dissipation fins equidistantly arranged on the outer peripheral surface of the heat dissipation seat 21.
[0058] The heat dissipation fins include a main fin 22 extending from the heat dissipation seat 21, and a first branch fin 23 and a second branch fin 24 extending from the main fin 22;
[0059] The power-off protection device includes an electrical connection socket 6, and the motor 31 is electrically connected to the power line through the electrical connection socket 6. When the wastewater tank 1 is opened, the electrical connection socket 6 is unplugged to put the motor 31 in a power-off state.
[0060] Specifically, a heat dissipation device 2 is creatively provided on the motor 31 to quickly dissipate the heat generated by the motor 31 when it is working, so that the motor 31 maintains a normal working temperature, optimizes the self-heating effect of the motor 31, and maintains the better working performance and longer service life of the motor 31; and the crushing device accelerates the flow rate of the wastewater, thereby improving the adequacy of the extraction of residual heat, and crushes the broken hair to avoid blockage and accumulation; secondly, the heat dissipation device 2 is optimized to be a structure of the heat sink 21 and the fin assembly, and the heat sink 21 is arranged in contact with the motor 31, so that the heat generated by the motor 31 when it is working can be quickly transferred to the heat sink 21, and then dissipated by the fin assembly, wherein the first fin 23 and the second fin 24 are extended to greatly increase the heat dissipation area and improve the heat exchange efficiency; further, the power-off protection device ensures that the motor 31 is in a power-off state when the motor is repaired or the wastewater tank is opened, so as to prevent the crushing device from rotating and injuring people due to the power not being turned off, thereby further improving the operational safety of the device.
[0061] Preferably, the wastewater tank 1 is provided with a wastewater inlet and outlet chamber, a waste heat recovery chamber and a waste sedimentation chamber in sequence from top to bottom;
[0062] The rotating shaft 32 is extended in the waste heat recovery chamber, and the crushing paddle 33 is arranged between the waste heat recovery chamber and the waste sedimentation chamber; specifically, the wastewater tank body 1 independently divides the wastewater inlet and outlet chamber, the waste heat recovery chamber and the waste sedimentation chamber, effectively providing sufficient processing space for hot wastewater inlet, waste heat extraction and recovery, waste sedimentation discharge and cold wastewater discharge, thereby optimizing the waste heat recovery efficiency and the waste separation efficiency.
[0063] Preferably, the shampooing bed device also includes a waste heat recovery device, which includes a first heat exchange coil 41 and a second heat exchange coil 42 which are connected to each other, the first heat exchange coil 41 is arranged in the waste heat recovery chamber, and the second heat exchange coil 42 is arranged in the waste sedimentation chamber; specifically, the waste heat recovery device greatly improves the efficiency and sufficiency of heat extraction from wastewater and waste through the first heat exchange coil 41 and the second heat exchange coil 42.
[0064] Preferably, a heat exchange inlet flow channel 51 and a heat exchange outlet flow channel 52 are provided on the top of the wastewater tank 1, and the heat exchange inlet flow channel 51, the first heat exchange coil 41, the second heat exchange coil 42 and the heat exchange outlet flow channel 52 are connected in sequence to form a heat exchange path; the heat exchange inlet flow channel 51 is used to pass a heat exchange medium that does not carry heat, and the heat exchange outlet flow channel 52 is used to discharge a heat exchange medium that carries heat.
[0065] Preferably, the shampooing bed device further comprises a waste water recovery device, and the waste water recovery device comprises a water inlet pipe 71 and a recovery pipe 72;
[0066] A water inlet and a drain are provided at the upper part of the wastewater tank 1 corresponding to the wastewater inlet and outlet chamber, the water inlet pipe 71 is connected to the water inlet, and the recovery pipe 72 is connected to the drain; the water inlet is used to introduce hot wastewater and waste with residual heat, and the drain is used to discharge cold wastewater whose residual heat has been recovered.
[0067] Preferably, the shampooing bed device further comprises a waste recovery device, and the waste recovery device comprises a sewage pipe 8, and a sewage valve is arranged at the feed end of the sewage pipe 8;
[0068] A sewage outlet is provided at the bottom of the wastewater tank 1 corresponding to the waste settling chamber, and the sewage pipe 8 is connected to the sewage outlet; the sewage outlet is used to discharge settled waste such as hair and residues.
[0069] Furthermore, the length of the waste heat recovery chamber is greater than that of the waste settling chamber, so that an anti-accumulation boss 9 is formed in the waste settling chamber; the anti-accumulation boss 9 is used to prevent waste from accumulating at the bottom corners of the wastewater tank 1 when the crushing paddle 33 is crushing.
[0070] When the shampooing bed device is in operation, it comprises the following steps:
[0071] (1) The heat exchange medium continuously flows into the heat exchange liquid inlet channel 51, flows along the first heat exchange coil 41 and the second heat exchange coil 42, and finally flows out from the heat exchange liquid outlet channel 52;
[0072] (2) Hot waste water and waste carrying residual heat flow in from the water inlet pipe 71, and the pulverizing device 2 pulverizes waste such as hair scraps, and the heat in the waste water is extracted and recovered by the first heat exchange coil 41. After the waste settles, its heat is extracted and recovered by the second heat exchange coil 42;
[0073] During this process, the heat generated by the motor 31 when working is quickly transferred to the heat sink 21, and then dissipated by the first fin 23 and the second fin 24;
[0074] (3) The cold waste water from which the residual heat has been recovered is discharged through the recovery pipe 72 , and the waste from which the residual heat has been recovered is discharged through the sewage pipe 8 .
[0075] Preferably, the control device comprises:
[0076] A first acquisition device is used to acquire the geographical area and time domain application data of the shampooing bed device;
[0077] The second acquisition device is used to acquire the operating parameters of the shampooing bed device; the operating parameters include but are not limited to the frequency of use, the amount of water used, the heating frequency, the heating amount, the frequency of insufficient hot water and the high temperature data of exhaust gas;
[0078] The model building device is used to build an operation model combination and execute an operation startup plan to control the operation state of the shampoo bed device; the operation model combination includes but is not limited to a water leakage detection model, an energy storage model, a peak start-stop model and a scaling judgment model.
[0079] Preferably, the first acquisition device comprises:
[0080] The first acquisition unit is used to acquire the geographical data x1 of the shampooing bed device and acquire the corresponding water use habit demand information; the water use habit demand information includes but is not limited to the habitual water use time period, the number of water use times corresponding to the habitual water use time period, the water use amount corresponding to the habitual water use time period, and the water pressure corresponding to the habitual water use time period;
[0081] The first recording unit is used to record the activation time x2 and the deactivation time x3 of the shampooing bed device, and count them into the corresponding usage time domain t; the usage time domain t includes but is not limited to the day time domain and hour domain of holidays, the day time domain and hour domain of weekends, and other day time domains and hour domains; the day time domain is a time interval of a natural day, such as January 1, January 2..., the first Saturday of January, the first Sunday of January..., the first Monday of January, the first Tuesday of January...; the hour domain is a time interval of one hour, such as the first hour, the second hour...;
[0082] A first calculation unit is used to calculate the current use time a1 of the shampooing bed device according to the activation time x2 and the deactivation time x3, wherein the calculation formula of the current use time a1 is: a1=x3-x2;
[0083] The second acquisition unit is used to acquire the last usage time a2 of the shampooing bed device;
[0084] The first comparison unit is used to compare the current usage time a1 of the shampooing bed device with the last usage time a2, and take the maximum value thereof as the usage time threshold amax of the shampooing bed device, wherein the calculation formula of the usage time threshold amax is: amax=max(a2, a1).
[0085] Preferably, the second obtaining means comprises:
[0086] A first probability calculation component, used to calculate the usage frequency f1 of the shampooing bed device and the corresponding probability f1(x2, x3, t);
[0087] A second probability calculation component is used to calculate the water usage frequency f2 and the corresponding probability f2(x4, x5, t) of the shampooing bed device;
[0088] A third probability calculation component is used to calculate the heating operation frequency f3 and the corresponding probability f3(x6, x7, t) of the shampoo bed device, the heating frequency Q and the corresponding probability Q(x6, x7, t);
[0089] A fourth probability calculation component, used to calculate the frequency of insufficient hot water of the shampooing bed device and the corresponding probability f4(x8, t);
[0090] The standard and data generation component is used to set the high standard of the exhaust temperature of the shampoo bed device and generate the high exhaust temperature data f5 (x9, x10, x11, x8).
[0091] Furthermore, the first probability calculation component includes:
[0092] A second recording unit is used to record the activation time x2 and the deactivation time x3 obtained continuously as the number of times of one use;
[0093] The second calculation unit is used to calculate the current usage times b1 of the shampooing bed device in the current usage time domain t;
[0094] A third calculation unit is used to calculate the usage frequency f1 of the shampooing bed device according to the current usage times b1, wherein the calculation formula of the usage frequency f1 is f1=b1 / n, and n is the statistical annual number of the usage of the shampooing bed device;
[0095] A fourth calculation unit, used for calculating the total number of times the shampooing bed device is used on the day b2;
[0096] The fifth calculation unit is used to calculate the usage frequency probability f1(x2, x3, t) of the shampooing bed device according to the usage frequency f1 and the total number of times used on the day b2, wherein the calculation formula of the usage frequency probability f1(x2, x3, t) is f1(x2, x3, t)=f1 / b2.
[0097] Furthermore, the second probability calculation component includes:
[0098] The third recording unit is used to record the water volume x4 when the shampooing bed device is activated and the water volume x5 when it is deactivated;
[0099] a sixth calculation unit, for calculating the current water usage c1 of the shampooing bed device in the current usage time domain t according to the water usage x4 when activated and the water usage x5 when deactivated, wherein the calculation formula of the current water usage c1 is: c1=x5-x4;
[0100] A third obtaining unit is used to obtain the water volume c2 used last time by the shampooing bed device;
[0101] A seventh calculation unit is used to calculate the cumulative amount of water used c3 of the shampooing bed device according to the current amount of water used c1 and the last amount of water used c2, wherein the calculation formula of the cumulative amount of water used c3 is: c3 = c1 + c2;
[0102] an eighth calculation unit, for calculating the water usage frequency f2 of the shampooing bed device according to the accumulated water usage c3, wherein the calculation formula of the water usage frequency f2 is: f2=c3 / n, n is the statistical annual number of the use of the shampooing bed device;
[0103] A ninth calculation unit, used to calculate the total amount of water used by the shampooing bed device on the day c4;
[0104] The tenth calculation unit is used to calculate the water usage frequency probability f2(x4, x5, t) of the shampooing bed device according to the water usage frequency f2 and the total water usage on that day c4, wherein the calculation formula of the water usage frequency probability f2(x4, x5, t) is f2(x4, x5, t)=f2 / c4.
[0105] Furthermore, the third probability calculation component includes:
[0106] A fourth recording unit, used to record a heating activation time x6 and a heating deactivation time x7 of the shampooing bed device;
[0107] A fifth recording unit, used for recording the continuously acquired heating activation time x6 and heating deactivation time x7 as one heating operation number;
[0108] An eleventh calculation unit is used to calculate the number of heating operations d1 of the shampooing bed device in the current use time domain t;
[0109] A twelfth calculation unit is used to calculate the heating operation frequency f3 of the shampooing bed device according to the heating operation number d1, wherein the calculation formula of the heating operation frequency f3 is f3=d1 / n, and n is the statistical annual number of the use of the shampooing bed device;
[0110] A thirteenth calculation unit is used to calculate the total heating operation frequency d2 of the shampooing bed device on the day;
[0111] A fourteenth calculation unit is used to calculate the heating operation frequency probability f3(x6, x7, t) of the shampooing bed device according to the heating operation frequency f3 and the total heating operation frequency d2 of the day, wherein the calculation formula of the heating operation frequency probability f3(x6, x7, t) is f3(x6, x7, t)=f3 / d2;
[0112] A fifteenth calculation unit is used to calculate the current heating amount Q1 of the shampoo bed device in the current use time domain t according to the heating activation time x6 and the heating deactivation time x7, wherein the calculation formula of the current heating amount Q1 is: Q1=q×(x7-x6), q is the heating power of the heating device in the shampoo bed device;
[0113] A fourth acquisition unit is used to acquire the last heating amount Q2 of the shampooing bed device;
[0114] A sixteenth calculation unit is used to calculate the cumulative heating amount Q3 of the shampooing bed device according to the current heating amount Q1 and the last heating amount Q2, wherein the calculation formula of the cumulative heating amount Q3 is: Q3 = Q1 + Q2;
[0115] A seventeenth calculation unit is used to calculate the heating frequency Q of the shampooing bed device according to the accumulated heating amount Q3, wherein the calculation formula of the heating frequency Q is: Q=Q3 / n, n is the statistical annual number of the use of the shampooing bed device;
[0116] An eighteenth calculation unit, used for calculating the total amount of heating Q4 of the shampooing bed device on the day;
[0117] The nineteenth calculation unit is used to calculate the water usage frequency probability Q(x6, x7, t) of the shampooing bed device according to the heating frequency Q and the total heating amount of the day Q4, wherein the calculation formula of the usage frequency probability Q(x6, x7, t) is Q(x6, x7, t)=Q / Q4.
[0118] Further, the fourth probability calculation component includes:
[0119] A fifth acquisition unit, used for acquiring a high value x8 of the hot water temperature of the shampooing bed device;
[0120] The sixth recording unit is used to record the first recording time length of the hot water temperature high value x8 being continuously lower than the first preset temperature; wherein the first preset temperature is set according to actual use, such as being set to 40°C;
[0121] A first judging unit, used to judge whether the first recording time is greater than or equal to a first preset time; wherein the first preset time is set according to actual usage, such as being set to 10 minutes;
[0122] A first determination unit, configured to determine that the shampooing bed device is in a state of sufficient hot water when the first determination unit determines that the shampooing bed device is in a state of sufficient hot water;
[0123] a second determination unit, configured to determine that the shampooing bed device is in a state of insufficient hot water when the first determination unit determines that the shampooing bed device is in a state of insufficient hot water;
[0124] A seventh recording unit, configured to record a hot water shortage frequency count increased by 1 when the second determining unit determines that the shampooing bed device is in a hot water shortage state;
[0125] A first statistical unit is used to count the frequency e1 of insufficient hot water of the shampooing bed device in the current use time domain t;
[0126] The second statistical unit is used to count the total frequency e2 of insufficient hot water in the shampooing bed device on that day;
[0127] The twentieth calculation unit is used to calculate the probability f4(x8, t) of insufficient hot water frequency of the shampooing bed device according to the insufficient hot water frequency e1 and the total frequency e2 of insufficient hot water, wherein the calculation formula of the probability f4(x8, t) of insufficient hot water frequency is f4(x8, t)=e1 / e2.
[0128] Furthermore, the standard and data generation components include:
[0129] A sixth acquisition unit, used to acquire the exhaust temperature x9 of the shampooing bed device;
[0130] A second judgment unit is used to judge whether the exhaust temperature x9 is greater than a second preset temperature; wherein the second preset temperature is set according to actual use conditions, such as being set to 110°C;
[0131] A third determination unit, configured to determine that the shampooing bed device is in a normal exhaust temperature state when the second determination unit determines that the exhaust temperature is no;
[0132] a fourth determination unit, configured to determine that the shampooing bed device is in a high exhaust temperature state when the second determination unit determines that the exhaust temperature is high;
[0133] An eighth recording unit is used to record the current waste water temperature x10, the low value of the hot water temperature x11, and the high value of the hot water temperature x8 of the shampooing bed device;
[0134] A ninth recording unit, for recording the current wastewater temperature x10, the low value of the hot water temperature x11, and the high value of the hot water temperature x8 as the wastewater temperature range when the exhaust temperature is high, the low value range of the hot water temperature when the exhaust temperature is high, and the high value range of the hot water temperature when the exhaust temperature is high;
[0135] The calibration generation unit is used to calibrate the wastewater temperature range when the exhaust temperature is high, the hot water temperature low value range when the exhaust temperature is high, and the hot water temperature high value range when the exhaust temperature is high as the wastewater temperature standard when the exhaust temperature is high, the hot water temperature low value standard when the exhaust temperature is high, and the hot water temperature high value standard when the exhaust temperature is high, and generate the exhaust high temperature data f5 (x9, x10, x11, x8).
[0136] Preferably, the model building device comprises:
[0137] The first building component is used to build a water leakage detection model and detect the water leakage of the shampooing bed device;
[0138] The second building component is used to build an energy storage model and control the heating operation of the shampoo bed device;
[0139] The third building component is used to build a peak start-stop model and control the peak start-stop of the shampoo bed device;
[0140] The fourth building component is used to build a scaling judgment model and detect the scaling condition of the shampooing bed device.
[0141] Furthermore, the first establishing component includes:
[0142] A first obtaining unit is used to obtain a non-business time period t1 from the usage frequency probability f1(x2, x3, t); wherein the non-business time period t1 is a time period in which the usage frequency probability is less than a first preset probability, and the first preset probability can be set according to actual usage conditions;
[0143] The second obtaining unit is used to obtain the maximum use time t2 of the shampooing bed device, wherein the maximum use time t2 is the maximum value of the use time of the shampooing bed device;
[0144] The third obtaining unit is used to obtain a non-leakage water volume threshold m from the water usage frequency probability f2(x4, x5, t); wherein the non-leakage water volume threshold m is a maximum water usage threshold of the shampooing bed device in a non-leakage state, and the calculation formula of the non-leakage water volume threshold m is: m=max(water usage)×first safety factor, and the first safety factor is set according to actual usage conditions, such as being set to 1.5;
[0145] A first establishing unit is used to establish a water leakage detection model g1(m, x12, t1, t2) according to the non-business time period t1 and the maximum usage time t2, wherein x12 is the water volume value of the shampooing bed device;
[0146] A seventh acquisition unit, used to acquire the current water volume value x12 of the shampooing bed device;
[0147] A third judgment unit is used to judge, according to the water leakage detection model g1(m, x12, t1, t2), whether the current water volume value x12 is greater than the non-leakage water volume threshold m during the non-business time period t1 when the usage time of the shampooing bed device is greater than the maximum usage time t2;
[0148] a fifth determination unit, configured to determine that the shampooing bed device is in a water leakage state when the third determination unit determines that the shampooing bed device is in a water leakage state;
[0149] The sixth determination unit is used to determine that the shampooing bed device is in a non-leaking state when the third determination unit determines that the shampooing bed device is in a non-leaking state.
[0150] Furthermore, the second establishing component includes:
[0151] An eighth acquisition unit is used to acquire the current water usage frequency probability f2(x4, x5, t), the current water usage c1 and the hot water shortage frequency probability f4(x8, t) of the shampooing bed device;
[0152] The fourth judgment unit is used to judge whether the water usage frequency probability f2(x4, x5, t) is greater than a second preset probability, or whether the current water usage c1 is greater than the product of the hot water production m0 per hour of the shampooing bed device and the second safety factor, or whether the hot water shortage frequency probability f4(x8, t) is greater than 0; wherein the second preset probability can be set according to actual usage, such as being set to 25%; the second safety factor can be set according to actual usage, such as being set to 80%;
[0153] A seventh determination unit, configured to determine that the current usage time domain t is a non-peak usage time domain when the fourth determination unit determines that the current usage time domain t is a non-peak usage time domain;
[0154] An eighth determination unit, configured to determine that the current usage time domain t is a peak usage time domain when the fourth determination unit determines that the current usage time domain t is a peak usage time domain;
[0155] A first time domain setting unit is used to reverse a first preset time from the peak usage time domain as a pre-peak energy storage time domain t3; wherein the pre-peak energy storage time domain t3 is a period of time before the peak usage time domain, and the first preset time can be set according to actual usage, such as being set to 30 minutes;
[0156] A ninth obtaining unit, configured to obtain a set temperature t0 of the hot water source of the shampooing bed device;
[0157] The fourth obtaining unit is used to obtain the low value T01 and the high value T02 of the energy storage hot water temperature from the water usage frequency probability f2(x4, x5, t); wherein, ΔT1=water usage c1 / hot water production per hour m0×third safety factor, then T01=original set temperature t0-ΔT1, T02=original set temperature t0+ΔT1, and the third safety factor is set according to the actual usage, such as being set to 2;
[0158] The second establishing unit is used to establish an energy storage model g2 (T01, T02, x11, x8, t3) according to the low value T01 of the energy storage hot water temperature, the high value T02 of the energy storage hot water temperature, the low value x11 of the hot water temperature, the high value x8 of the hot water temperature and the pre-peak energy storage time domain t3;
[0159] A tenth obtaining unit, used for obtaining a current low value x11 of the hot water temperature of the shampooing bed device;
[0160] a fifth judgment unit, configured to judge, according to the energy storage model g2 (T01, T02, x11, x8, t3), whether the low hot water temperature value x11 is greater than the low energy storage hot water temperature value T01, and whether the high hot water temperature value x8 is greater than the high energy storage hot water temperature value T02, during the pre-peak energy storage time domain t3;
[0161] a ninth determination unit, configured to stop the heating operation of the shampooing bed device when the fifth determination unit determines that the shampooing bed device is yes;
[0162] The tenth determination unit is configured to, when the fifth determination unit determines that the result is no, the shampooing bed device continues the heating operation.
[0163] Further, the third establishment component includes:
[0164] An eleventh obtaining unit is used to obtain the current water usage frequency probability f2(x4, x5, t), the current water usage c1 and the hot water shortage frequency probability f4(x8, t) of the shampooing bed device;
[0165] The sixth judgment unit is used to judge whether the water usage frequency probability f2(x4, x5, t) is greater than a third preset probability, or whether the current water usage c1 is greater than the product of the hourly hot water production m0 of the shampooing bed device and a fourth safety factor, or whether the hot water shortage frequency probability f4(x8, t) is greater than 0; wherein the third preset probability can be set according to actual usage, such as being set to 25%; the fourth safety factor can be set according to actual usage, such as being set to 80%;
[0166] an eleventh determination unit, configured to determine that the current usage time domain t is a non-peak usage time domain when the sixth determination unit determines that the current usage time domain t is a non-peak usage time domain;
[0167] a twelfth determination unit, configured to determine that the current usage time domain t is a peak usage time domain t4 when the sixth determination unit determines that the current usage time domain t is a peak usage time domain t4;
[0168] A twelfth obtaining unit, used for obtaining a set temperature t0 of the hot water source of the shampooing bed device;
[0169] The fifth obtaining unit is used to obtain the low value T03 of the hot water temperature at the peak and the high value T04 of the hot water temperature at the peak from the water usage frequency probability f2 (x4, x5, t) and the heating operation frequency probability f3 (x6, x7, t); wherein, ΔT2 = water usage c1 / hot water production per hour m0 × fifth safety factor, then T03 = original set temperature t0-ΔT2, T04 = original set temperature t0+ΔT2, and the fifth safety factor is set according to the actual usage, such as being set to 1.5;
[0170] A sixth obtaining unit is used to obtain a delayed start time ty from the usage frequency probability f1(x2, x3, t) and the heating operation frequency probability f3(x6, x7, t); wherein the calculation formula of the delayed start time ty is: ty=max[usage frequency probability f1(x2, x3, t)-heating operation frequency probability f3(x6, x7, t), 0.3]*10;
[0171] The third establishing unit is used to establish a peak start-stop model g3 (x12, T03, T04, x11, x8, t4) according to the low value T03 of the hot water temperature at the peak, the high value T04 of the hot water temperature at the peak, the low value x11 of the hot water temperature, the high value x8 of the hot water temperature and the peak usage time domain t4;
[0172] A thirteenth obtaining unit, used for obtaining the water volume value x12 of the shampooing bed device;
[0173] A seventh judgment unit is used to judge whether the water volume value x12 reaches a first preset water volume value within the delayed start time ty during the peak usage time domain t4 according to the peak start-stop model g3 (x12, T03, T04, x11, x8, t4); wherein the first preset water volume value can be set according to actual usage conditions to detect whether there is water flow;
[0174] a thirteenth determination unit, configured to, when the seventh determination unit determines that the shampooing bed device is negative, not start heating;
[0175] A fourteenth determination unit, configured to start heating the shampooing bed device when the seventh determination unit determines that the shampooing bed device is heated;
[0176] A fourteenth obtaining unit is used to obtain a current low value x11 and a high value x8 of the hot water temperature of the shampooing bed device;
[0177] an eighth judgment unit, for judging whether the low value x11 of the hot water temperature is greater than the low value T03 of the hot water temperature at the peak, and whether the high value x8 of the hot water temperature is greater than the high value T04 of the hot water temperature at the peak, according to the peak start-stop model g3 (x12, T03, T04, x11, x8, t4);
[0178] A fifteenth determination unit, configured to stop the heating operation of the shampooing bed device when the eighth determination unit determines that the shampooing bed device is yes;
[0179] The sixteenth determination unit is configured to, when the eighth determination unit determines that the result is no, the shampooing bed device continues the heating operation.
[0180] Further, the fourth establishment component includes:
[0181] A twenty-first calculation unit is used to calculate the minimum values of the wastewater temperature standard when the exhaust temperature is high, the hot water temperature low value standard when the exhaust temperature is high, and the hot water temperature high value standard when the exhaust temperature is high, respectively, based on the exhaust high temperature data f5 (x9, x10, x11, x8);
[0182] A fourth establishing unit is used to establish a scaling judgment model g4 (T05, x9, x10, x11, x8) according to the minhx10, minhx11, and minhx8;
[0183] A fifteenth acquisition unit is used to acquire a third preset temperature T05 of the shampooing bed device; wherein the third preset temperature T05 is the exhaust setting temperature when the shampooing bed device determines scaling, and can be set according to actual use conditions;
[0184] a ninth judgment unit, for judging, according to a scaling judgment model g4 (T05, x9, x10, x11, x8), whether the exhaust temperature x9 is greater than the third preset temperature T05, whether the waste water temperature x10 is less than minhx10, whether the low value of the hot water temperature x11 is less than minhx11, and whether the high value of the hot water temperature x8 is less than minhx8;
[0185] A seventeenth determination unit, configured to determine that the shampooing bed device is scaled when the ninth determination unit determines that the shampooing bed device is scaled;
[0186] The eighteenth determination unit is configured to determine that the shampooing bed device is not scaled when the ninth determination unit determines that the shampooing bed device is not scaled.
[0187] The shampooing bed of the utility model has the following advantages:
[0188] (1) The hair washing bed device of the utility model is innovatively provided with a heat dissipation device on the motor, so as to quickly dissipate the heat generated by the motor when it is working, so that the motor maintains a normal working temperature, optimizes the self-heating effect of the motor, and maintains the best working performance and a long service life of the motor; and the crushing device accelerates the flow speed of the wastewater, thereby improving the adequacy of the extraction of residual heat, and crushes the broken hair to avoid blockage and accumulation; secondly, the heat dissipation device is optimized to be a structure of the heat sink and the fin assembly, and the heat sink is arranged in contact with the motor so that the heat generated by the motor when it is working is quickly transferred to the heat sink, and then the heat is dissipated by the fin assembly, wherein the first fin and the second fin are extended to greatly increase the heat dissipation area and improve the heat exchange efficiency; further, the power-off protection device ensures that the motor is in a power-off state when the motor is repaired or the wastewater tank is opened, so as to prevent the crushing device from rotating and injuring people due to the power not being turned off, thereby further improving the operating safety of the device;
[0189] (2) The control device of the present invention calculates the use frequency and probability of the shampoo bed device, the frequency and probability of water usage, the frequency and probability of heating operation, the frequency and probability of insufficient hot water, and the high temperature data of exhaust gas, and establishes the water leakage detection model, energy storage model, peak start and stop model and scaling judgment model, thereby realizing functions such as water leakage detection, heating operation, peak start and stop and scaling detection, thereby optimizing the reliability, efficiency and timeliness of management and operation to a great extent, so that the shampoo bed device can operate in the best plan, ensuring the timeliness and reliability of control.
[0190] The above is only a preferred embodiment of the utility model, and does not limit the utility model in any form. Any technician familiar with the field can make many possible changes and modifications to the technical solution of the utility model by using the technical means and technical contents disclosed above, without departing from the scope of the technical solution of the utility model, or modify it into an equivalent embodiment of equivalent changes. Therefore, all equivalent changes made according to the shape, structure and principle of the utility model without departing from the content of the technical solution of the utility model should be covered by the protection scope of the utility model.
Claims
1. An artificial intelligence heat pump shampoo bed, characterized in that: It includes an electrically connected control device and a shampooing bed device; The shampoo bed device comprises a shampoo bed body and a waste water tank body, a waste water tank heat dissipation protection device is arranged in the waste water tank body, and the waste water tank heat dissipation protection device comprises a heat dissipation device, a crushing device and a power-off protection device; The pulverizing device includes a motor disposed on the top of the wastewater tank, a rotating shaft disposed on the motor drive shaft, and a pulverizing paddle disposed at the end of the rotating shaft; The heat dissipation device comprises a heat dissipation seat and a fin assembly, wherein the heat dissipation seat is arranged on the outer surface of the motor, and the fin assembly comprises a plurality of groups of heat dissipation fins which are equidistantly arranged on the outer peripheral surface of the heat dissipation seat; The power-off protection device includes an electrical connection socket, through which the motor is electrically connected to a power line. When the wastewater tank is opened, the electrical connection socket is unplugged to put the motor in a power-off state; The heat dissipation fins include a main fin extended from the heat dissipation seat, and a first branch fin and a second branch fin extended from the main fin.
2. The artificial intelligence heat pump shampoo bed according to claim 1, characterized in that: The interior of the wastewater tank is provided with a wastewater inlet and outlet chamber, a waste heat recovery chamber and a waste sedimentation chamber in sequence from top to bottom; The rotating shaft is extended and arranged in the waste heat recovery chamber, and the crushing paddle is arranged between the waste heat recovery chamber and the waste sedimentation chamber.
3. The artificial intelligence heat pump shampoo bed according to claim 2, characterized in that: The shampooing bed device also includes a waste heat recovery device, which includes a first heat exchange coil and a second heat exchange coil that are connected to each other. The first heat exchange coil is arranged in the waste heat recovery chamber, and the second heat exchange coil is arranged in the waste sedimentation chamber.
4. The artificial intelligence heat pump shampoo bed according to claim 3, characterized in that: A heat exchange liquid inlet channel and a heat exchange liquid outlet channel are arranged on the top of the wastewater tank body, and the heat exchange liquid inlet channel, the first heat exchange coil, the second heat exchange coil and the heat exchange liquid outlet channel are connected in sequence to form a heat exchange path.
5. The artificial intelligence heat pump shampoo bed according to claim 4, characterized in that: The shampooing bed device also includes a wastewater recovery device, and the wastewater recovery device includes a water inlet pipe and a recovery pipe; A water inlet and a water outlet are provided at the upper part of the wastewater tank body corresponding to the wastewater inlet and outlet chamber, the water inlet pipe is communicated with the water inlet, and the recovery pipe is communicated with the water outlet.
6. The artificial intelligence heat pump shampoo bed according to claim 5, characterized in that: The shampooing bed device also includes a waste recovery device, and the waste recovery device includes a sewage pipe, and a sewage valve is arranged at the feed end of the sewage pipe; A sewage outlet is arranged at the bottom of the wastewater tank body corresponding to the waste settling chamber, and the sewage outlet pipe is communicated with the sewage outlet.