CN112401754A - Household cleaning method based on artificial intelligence - Google Patents

Household cleaning method based on artificial intelligence Download PDF

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Publication number
CN112401754A
CN112401754A CN202011241154.1A CN202011241154A CN112401754A CN 112401754 A CN112401754 A CN 112401754A CN 202011241154 A CN202011241154 A CN 202011241154A CN 112401754 A CN112401754 A CN 112401754A
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China
Prior art keywords
connecting rod
cleaning
shaft
fixed
scraping
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CN202011241154.1A
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Chinese (zh)
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不公告发明人
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Individual
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Individual
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Priority to CN202011241154.1A priority Critical patent/CN112401754A/en
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    • AHUMAN NECESSITIES
    • A47FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
    • A47LDOMESTIC WASHING OR CLEANING; SUCTION CLEANERS IN GENERAL
    • A47L11/00Machines for cleaning floors, carpets, furniture, walls, or wall coverings
    • A47L11/24Floor-sweeping machines, motor-driven
    • AHUMAN NECESSITIES
    • A47FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
    • A47LDOMESTIC WASHING OR CLEANING; SUCTION CLEANERS IN GENERAL
    • A47L11/00Machines for cleaning floors, carpets, furniture, walls, or wall coverings
    • A47L11/40Parts or details of machines not provided for in groups A47L11/02 - A47L11/38, or not restricted to one of these groups, e.g. handles, arrangements of switches, skirts, buffers, levers
    • AHUMAN NECESSITIES
    • A47FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
    • A47LDOMESTIC WASHING OR CLEANING; SUCTION CLEANERS IN GENERAL
    • A47L11/00Machines for cleaning floors, carpets, furniture, walls, or wall coverings
    • A47L11/40Parts or details of machines not provided for in groups A47L11/02 - A47L11/38, or not restricted to one of these groups, e.g. handles, arrangements of switches, skirts, buffers, levers
    • A47L11/4002Installations of electric equipment
    • AHUMAN NECESSITIES
    • A47FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
    • A47LDOMESTIC WASHING OR CLEANING; SUCTION CLEANERS IN GENERAL
    • A47L11/00Machines for cleaning floors, carpets, furniture, walls, or wall coverings
    • A47L11/40Parts or details of machines not provided for in groups A47L11/02 - A47L11/38, or not restricted to one of these groups, e.g. handles, arrangements of switches, skirts, buffers, levers
    • A47L11/4011Regulation of the cleaning machine by electric means; Control systems and remote control systems therefor
    • AHUMAN NECESSITIES
    • A47FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
    • A47LDOMESTIC WASHING OR CLEANING; SUCTION CLEANERS IN GENERAL
    • A47L11/00Machines for cleaning floors, carpets, furniture, walls, or wall coverings
    • A47L11/40Parts or details of machines not provided for in groups A47L11/02 - A47L11/38, or not restricted to one of these groups, e.g. handles, arrangements of switches, skirts, buffers, levers
    • A47L11/4036Parts or details of the surface treating tools
    • AHUMAN NECESSITIES
    • A47FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
    • A47LDOMESTIC WASHING OR CLEANING; SUCTION CLEANERS IN GENERAL
    • A47L11/00Machines for cleaning floors, carpets, furniture, walls, or wall coverings
    • A47L11/40Parts or details of machines not provided for in groups A47L11/02 - A47L11/38, or not restricted to one of these groups, e.g. handles, arrangements of switches, skirts, buffers, levers
    • A47L11/4036Parts or details of the surface treating tools
    • A47L11/4041Roll shaped surface treating tools
    • AHUMAN NECESSITIES
    • A47FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
    • A47LDOMESTIC WASHING OR CLEANING; SUCTION CLEANERS IN GENERAL
    • A47L11/00Machines for cleaning floors, carpets, furniture, walls, or wall coverings
    • A47L11/40Parts or details of machines not provided for in groups A47L11/02 - A47L11/38, or not restricted to one of these groups, e.g. handles, arrangements of switches, skirts, buffers, levers
    • A47L11/4063Driving means; Transmission means therefor
    • A47L11/4069Driving or transmission means for the cleaning tools
    • AHUMAN NECESSITIES
    • A47FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
    • A47LDOMESTIC WASHING OR CLEANING; SUCTION CLEANERS IN GENERAL
    • A47L11/00Machines for cleaning floors, carpets, furniture, walls, or wall coverings
    • A47L11/40Parts or details of machines not provided for in groups A47L11/02 - A47L11/38, or not restricted to one of these groups, e.g. handles, arrangements of switches, skirts, buffers, levers
    • A47L11/4094Accessories to be used in combination with conventional vacuum-cleaning devices

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  • Electric Vacuum Cleaner (AREA)

Abstract

The household cleaning system based on artificial intelligence comprises a household electric meter (100), a time detector (200), a cleaning part (300) and a control part (400), wherein when the collected real-time electricity consumption of the household electric meter (100) is lower than a first preset threshold value in a first range, the time and the date of the time detector (200) are compared with the working time interval of a first database, and if the collected real-time electricity consumption is matched with the working time interval of the first database, the cleaning part (300) is started. The invention can start the cleaning part (300) in proper time and in proper environment. That is, the artificial intelligence mode has more artificial intelligence management logic than the current cleaning part (300) which is started regularly, and the cleaning part (300) is started to complete cleaning at a proper time when the power consumption is low at home.

Description

Household cleaning method based on artificial intelligence
The patent application of the invention is divisional application. The original patent number is 2018115556846, the application date is 2018, 12 and 18, and the invention name is a household cleaning system and method based on artificial intelligence.
Technical Field
The invention relates to an intelligent household, in particular to an intelligent floor sweeping robot.
Background
The floor sweeping robot is also called an automatic cleaner, intelligent dust collection, a robot dust collector and the like, is one of intelligent household appliances, and can automatically complete floor cleaning work in a room by means of certain artificial intelligence. Generally, the floor cleaning machine adopts a brushing and vacuum mode, and firstly absorbs the impurities on the floor into the garbage storage box, so that the function of cleaning the floor is achieved. Generally, a robot that performs cleaning, dust collection and floor wiping is also collectively called a floor sweeping robot.
At present, the sweeping efficiency of the sweeping robot is not high, the noise is high, and the working state of the sweeping robot seriously influences the normal life of a user.
Therefore, a cleaning system with high cleaning efficiency and avoiding affecting the normal life of users is needed.
Disclosure of Invention
The invention aims to provide a household cleaning system based on artificial intelligence, which has high cleaning efficiency and avoids influencing the normal life of a user.
The invention relates to a household cleaning system based on artificial intelligence, which comprises
A household electricity meter for detecting a real-time electricity consumption amount at home;
a time detector for detecting a time and date at home;
the cleaning part drives the cleaning part to move forwards by the walking part, cleans the sundries towards the middle part by the scraping part and the rolling part, and sucks up the sundries by the dust absorption part;
a first database for storing working time intervals;
and the control part is used for comparing the time and the date of the time detector with the working time interval of the first database when the real-time electricity consumption of the household electric meter collected in the control part is lower than a first preset threshold value in a first range, and starting the cleaning part if the real-time electricity consumption of the household electric meter collected in the control part is matched with the working time interval of the first database.
The invention relates to a household cleaning system based on artificial intelligence, wherein a rack of a cleaning part, a walking part, a scraping part, a rolling part and a dust collection part are fixed, the rack is fixed with the walking part, the scraping part, the rolling part and the dust collection part, the rolling part comprises a first motor and a first roller, the first motor is fixed with the rack, an output shaft of the first motor is coaxially fixed with the first roller, and a power module of the first motor is connected with a control part;
the first motor drives the first roller and cleans the ground towards the middle of the rack, and the middle of the rack is fixed with the dust collection part.
The invention relates to a household cleaning system based on artificial intelligence, wherein a first motor is fixed with a rack through a first fixing plate and a second fixing plate, the rack is fixed with one end of the first fixing plate, the other end of the first fixing plate is fixed with the second fixing plate, and the second fixing plate is fixed with the first motor;
an output shaft of the first motor is coaxially fixed with the first belt wheel, the first belt wheel is connected with the second belt wheel through a conveying belt to drive a scraping part, the scraping part comprises a second belt wheel, a first shaft, a first connecting rod, a second connecting rod, a third connecting rod, a second shaft, a first swing rod, a scraping rod, a fifth connecting rod and a third shaft, the second belt wheel is in belt transmission with the first belt wheel through the conveying belt, the second belt wheel is coaxially fixed with the first shaft, the first shaft is fixedly arranged on the rack through a bearing, one end of the first shaft is fixed with the middle part of the first connecting rod, the end part of the first connecting rod is hinged with one end of the second connecting rod, the other end of the second connecting rod is hinged with the middle part of the first swing rod, the middle part of the second connecting rod is hinged with one end of the third connecting rod, and the third connecting rod is arranged at one end of the second shaft through a bearing, the second shaft is installed on the rack through a bearing, the upper end of the first swing rod is hinged to one end of the fifth connecting rod, the other end of the fifth connecting rod is fixed to the third shaft, the third shaft is installed on the rack through a bearing, and the lower end of the first swing rod is connected with the lower end of the scraping rod.
The invention relates to a household cleaning system based on artificial intelligence, wherein two groups of first connecting rods, a second connecting rod, a third connecting rod, first swing rods, a scraping rod and a fifth connecting rod are symmetrically arranged along two sides of a rack, and the lower parts of the two first swing rods are connected with the scraping rod together.
The invention relates to a household cleaning system based on artificial intelligence, wherein the first range is within the last hour.
The household cleaning system based on artificial intelligence of the invention, wherein the first preset threshold value can be 1000 w.
The invention relates to a processing method of a household cleaning system based on artificial intelligence, which comprises the following steps:
collecting the real-time electricity consumption at home;
collecting time and date of home
When the real-time electricity consumption of the household electric meter is lower than a first preset threshold value in a first range, comparing the time and the date of the time detector with the working time interval of the first database;
and if the cleaning part is matched with the dust collecting part, the cleaning part is started, the traveling part drives the cleaning part to travel, the scraping part and the rolling part clean the sundries towards the middle part of the cleaning part, and the dust collecting part sucks up the sundries.
The artificial intelligence based household cleaning system of the present invention is different from the prior art in that the cleaning part can be started at an appropriate time and in an appropriate environment by the above-described manner. That is, in the household, the cleaning part is started to complete the cleaning at a proper time with low power consumption, and such an artificial intelligence manner has a more artificial intelligence management logic compared with the cleaning part which is started at a proper time at present, that is, if a user suddenly returns home or leaves home during a working time interval, some household appliances such as a computer and a television are usually started, so that the power consumption in the household exceeds a first preset threshold value, and the cleaning part is not started, so that the noise of the walking part, the scraping part, the rolling part and the dust collection part of the cleaning part is prevented from influencing the normal work of the user.
The artificial intelligence based household cleaning system of the present invention is further described with reference to the accompanying drawings.
Drawings
FIG. 1 is a circuit connection diagram of an artificial intelligence based home cleaning system;
FIG. 2 is a front view of a first state of a cleaning portion of an artificial intelligence based home cleaning system;
FIG. 3 is a front view of a second state of a cleaning portion of the artificial intelligence based home cleaning system;
FIG. 4 is a top view of FIG. 3;
FIG. 5 is an enlarged view of a portion of FIG. 2;
fig. 6 is a partially enlarged view of fig. 3.
Detailed Description
Referring to fig. 1, as shown in fig. 1 to 6, the artificial intelligence based household cleaning system of the present invention comprises
A home electricity meter 100 for detecting a real-time electricity consumption amount in a home;
a time detector 200 for detecting the time and date at home;
a cleaning part 300 which is driven by the traveling part 310 to travel, cleans the sundries toward the middle part by the scraping part 320 and the rolling part 330, and sucks up the sundries by the dust suction part 340;
a first database for storing working time intervals;
and a control part 400 which compares the time and date of the time detector 200 with the working time interval of the first database when the real-time power consumption collected by the household electric meter 100 is lower than a first preset threshold value within a first range, and starts the cleaning part 300 if the real-time power consumption is matched with the working time interval of the first database.
The present invention can start the cleaning part 300 at a proper time and in a proper environment by the above-described manner. That is, compared to the cleaning unit 300 that is started at a proper time when the power consumption is low at home, the artificial intelligence mode starts the cleaning unit 300 to complete cleaning, and has a more artificial intelligence management logic, that is, if the user suddenly returns home or leaves home during the working time interval, some household appliances such as computers and televisions are usually started, so that the power consumption at home exceeds a first preset threshold value and the cleaning unit 300 is not started, thereby preventing the noise of the walking unit 310, the scraping unit 320, the rolling unit 330 and the dust collecting unit 340 of the cleaning unit 300 from affecting the normal work of the user.
In addition, compared with the conventional cleaning part 300 only provided with the walking part 310, the rolling part 330 and the dust suction part 340, the scraping part 320 in the opposite direction to the cleaning direction of the rolling part 330 can further wipe the sundries which are not wiped by the rolling part 330 into the dust suction part 340, so that the efficiency of the cleaning part 300 is improved.
The working time interval in the first database can be 10 to 17 o' clock of monday to friday, and the date is working day.
Wherein the first range may be within the last 1 hour, within 2 hours, within 3 hours, within 4 hours, within 5 hours, within 6 hours. Preferably within 1 hour. The first preset threshold may be 1000w, 2000w, 3000w, 4000w, 5000w, 6000w, 7000w, preferably 1000 w.
Wherein, the first range may be within the last hour, and the first preset threshold may be 1000 w. That is, when the used amount of electricity in the last hour is less than 1000w, the control part 400 activates the cleaning part 300.
The control unit 400 is connected to the household electric meter 100, the time detector 200, the first database, and the cleaning unit 300, respectively.
The cleaning part 300 may be understood as a sweeping robot.
Preferably, referring to fig. 2, 3 and 4, the frame 301, the walking part 310, the scraping part 320, the rolling part 330 and the dust sucking part 340 of the cleaning part 300, the frame 301 is fixed with the walking part 310, the scraping part 320, the rolling part 330 and the dust sucking part 340, the rolling part 330 includes a first motor 331 and a first roller 332, the first motor 331 is fixed with the frame 301, an output shaft 335 of the first motor 331 is coaxially fixed with the first roller 332, and a power module of the first motor 331 is connected with the control part 400;
the first motor 331 drives the first roller 332 to clean the floor toward the middle of the frame 301, and the middle of the frame 301 is fixed to the dust suction part 340.
The first roller 332 is driven to rotate by the first motor 331, so that the sundries are cleaned to the middle of the frame 301, and the dust suction part 340 sucks up the sundries, thereby realizing automatic cleaning.
Preferably, referring to fig. 2, 4 and 5, the first motor 331 is fixed to the frame 301 through a first fixing plate 333 and a second fixing plate 334, the frame 301 is fixed to one end of the first fixing plate 333, the other end of the first fixing plate 333 is fixed to the second fixing plate 334, and the second fixing plate 334 is fixed to the first motor 331;
an output shaft 335 of the first motor 331 is coaxially fixed with the first pulley 336, the first pulley 336 is connected with the second pulley 321 through a conveyor belt 337 to drive the scraping part 320, the scraping part 320 includes a second pulley 321, a first shaft 322, a first connecting rod 323, a second connecting rod 324, a third connecting rod 325, a second shaft 326, a first oscillating bar 327, a scraping rod 328, a fifth connecting rod 329, and a third shaft 391, the second pulley 321 is in belt transmission with the first pulley 336 through the conveyor belt 337, the second pulley 321 is coaxially fixed with the first shaft 322, the first shaft 322 is fixed on the frame 301 through a bearing, one end of the first shaft 322 is fixed with the middle of the first connecting rod 323, the end of the first connecting rod 323 is hinged with one end of the second connecting rod 324, the other end of the second connecting rod 324 is hinged with the middle of the first oscillating bar 327, the middle part of the second connecting rod 324 is hinged to one end of a third connecting rod 325, the third connecting rod 325 is mounted at one end of a second shaft 326 through a bearing, the second shaft 326 is mounted on the frame 301 through a bearing, the upper end of a first swing rod 327 is hinged to one end of a fifth connecting rod 329, the other end of the fifth connecting rod 329 is fixed to a third shaft 391, the third shaft 391 is mounted on the frame 301 through a bearing, and the lower end of the first swing rod 327 is connected to the lower end of the scraping rod 328.
The scraping part 320 drives the scraping rod 328 to clean sundries on the ground, so that the action of manually driving the broom can be really simulated, namely, the scraping rod 328 is equivalent to a broom, other connecting rod structures are equivalent to broom rods swung by a person, and the first roller 332 and the scraping rod 328 are simultaneously driven by the first motor 331 to clean the sundries to the middle of the rack 301, so that the ground can be cleaned manually and intelligently.
Wherein the first roller 332 and the scraping rod 328 can sweep together toward the middle of the frame 301 at the same time, and the first roller 332 can sweep in the same direction as the scraping rod 328; the above switching manner can be to turn the conveyor belt 337 from "0" to "8" or from "0" to "8", so as to switch the cleaning directions of the first roller 332 and the scraping bar 328, and the same motor is used for driving.
The scraping part 320 is disposed on one side of the frame 301 far from the rolling part 330, that is, the rolling part 330 and the scraping part 320 are respectively disposed on two sides of the frame 301, and the dust suction part 340 is fixed at the middle part of the frame 301, so that the scraping part 320 and the rolling part 330 both clean the impurities towards the middle part of the frame 301, and the impurities are sucked up by the dust suction part 340, thereby realizing automatic cleaning.
The lower end of the first swing link 327 is fixed to the lower end of the scraping rod 328 or the lower end of the first swing link 327 is mounted on the scraping rod 328 through a bearing, so that the scraping rod 328 scrapes sundries on the ground.
In fig. 4, the first link 323, the second link 324, the third link 325, the first swing link 327, and the scraping link 328 of the scraping part 320 are appropriately simplified, and the respective links are specifically arranged according to circumstances, and those skilled in the art can understand the arrangement state between the respective links through fig. 2 and 3 to infer the structure of the scraping part 320.
The walking part 310 may be a walking part 310 of a common sweeping robot. Of course, the traveling unit 310 may be fixed to the bottom of the frame 301 by a bracket 311, the bracket 311 is fixed to the second motor 312, an output shaft 335 of the second motor 312 is fixed to the traveling wheel 313, and a power module of the second motor 312 is fixed to the control unit 400. The other end of the frame 301 can be fixed with a walking shaft by two walking wheels 313, and the walking shaft is connected with the frame 301 through a bearing.
The top of the dust suction part 340 is connected to a storage bag 341, and the storage bag 341 is used for storing the sundries sucked by the dust suction part 340.
Preferably, referring to fig. 4, two sets of first connecting rods 323, second connecting rods 324, third connecting rods 325, first swing rods 327, scraping rods 328 and fifth connecting rods 329 are symmetrically arranged along two sides of the frame 301, and the lower portions of the two first swing rods 327 are commonly connected with the scraping rods 328.
The scraping rod 328 can be fixed better through the above mode, and the first swing rod 327 is controlled and driven through the first shaft 322 and the third shaft 391.
Preferably, the first range is within the last hour.
Preferably, the first preset threshold may be 1000 w.
The invention relates to a processing method of a household cleaning system based on artificial intelligence, which is characterized by comprising the following steps:
collecting the real-time electricity consumption at home;
collecting time and date of home
Comparing the time and date of the time detector 200 with the working time interval of the first database when the real-time power consumption of the electric household meter 100 is lower than a first preset threshold within a first range;
if the cleaning part 300 is matched with the cleaning part, the cleaning part 300 is driven to move by the walking part 310, the scraping part 320 and the rolling part 330 clean the sundries towards the middle part of the cleaning part, and the dust suction part 340 sucks the sundries.
The above-mentioned embodiments are merely illustrative of the preferred embodiments of the present invention, and do not limit the scope of the present invention, and various modifications and improvements of the technical solution of the present invention by those skilled in the art should fall within the protection scope defined by the claims of the present invention without departing from the spirit of the present invention.

Claims (1)

1. The processing method of the household cleaning system based on artificial intelligence is characterized by comprising the following steps:
collecting the real-time electricity consumption at home;
collecting time and date of home
Comparing the time and date of the time detector (200) with the working time interval of the first database when the real-time electricity consumption of the household electricity meter (100) is lower than a first preset threshold value in a first range;
if the cleaning part is matched with the cleaning part, the cleaning part (300) is started, the cleaning part (300) is driven to move by the walking part (310), the scraping part (320) and the rolling part (330) are used for cleaning the sundries towards the middle part of the cleaning part, and then the dust suction part (340) is used for sucking up the sundries;
the cleaning part (300) comprises a rack (301), a walking part (310), a scraping part (320), a rolling part (330) and a dust collection part (340), wherein the rack (301) is fixed with the walking part (310), the scraping part (320), the rolling part (330) and the dust collection part (340), the rolling part (330) comprises a first motor (331) and a first roller (332), the first motor (331) is fixed with the rack (301), an output shaft (335) of the first motor (331) is coaxially fixed with the first roller (332), and a power supply module of the first motor (331) is connected with the control part (400);
wherein the first motor (331) drives the first roller (332) to clean the ground towards the middle of the frame (301), and the middle of the frame (301) is fixed with the dust suction part (340);
the first motor (331) is fixed with the rack (301) through a first fixing plate (333) and a second fixing plate (334), the rack (301) is fixed with one end of the first fixing plate (333), the other end of the first fixing plate (333) is fixed with the second fixing plate (334), and the second fixing plate (334) is fixed with the first motor (331);
an output shaft (335) of the first motor (331) is coaxially fixed with a first belt wheel (336), the first belt wheel (336) is connected with a second belt wheel (321) through a conveyor belt (337) to drive the scraping part (320), the scraping part (320) comprises a second belt wheel (321), a first shaft (322), a first connecting rod (323), a second connecting rod (324), a third connecting rod (325), a second shaft (326), a first swing rod (327), a scraping rod (328), a fifth connecting rod (329) and a third shaft (391), the second belt wheel (321) is in belt transmission with the first belt wheel (336) through the conveyor belt (337), the second belt wheel (321) is coaxially fixed with the first shaft (322), the first shaft (322) is fixedly arranged on the machine frame (301) through a bearing, one end of the first shaft (322) is fixed with the middle part of the first connecting rod (323), the end part of the first connecting rod (323) is hinged with one end of the second connecting rod (324), the other end of the second connecting rod (324) is hinged with the middle part of the first swing rod (327), the middle part of the second connecting rod (324) is hinged with one end of the third connecting rod (325), the third connecting rod (325) is mounted at one end of the second shaft (326) through a bearing, the second shaft (326) is mounted on the rack (301) through a bearing, the upper end of the first swing rod (327) is hinged with one end of the fifth connecting rod (329), the other end of the fifth connecting rod (329) is fixed with the third shaft (391), the third shaft (391) is mounted on the rack (301) through a bearing, and the lower end of the first swing rod (327) is connected with the lower end of the scraping rod (328);
the first roller (332) sweeps along with the wiping rod (328) towards the middle of the machine frame (301) at the same time.
CN202011241154.1A 2018-12-18 2018-12-18 Household cleaning method based on artificial intelligence Pending CN112401754A (en)

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CN202011241154.1A CN112401754A (en) 2018-12-18 2018-12-18 Household cleaning method based on artificial intelligence
CN201811555684.6A CN109620061B (en) 2018-12-18 2018-12-18 Household cleaning system and method based on artificial intelligence

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CN202011242424.0A Active CN112353307B (en) 2018-12-18 2018-12-18 Household cleaning system based on artificial intelligence
CN202011241154.1A Pending CN112401754A (en) 2018-12-18 2018-12-18 Household cleaning method based on artificial intelligence
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