Embodiments described herein relate to an image forming apparatus.
In an office and the like, image forming apparatuses such as a printer, a multifunction device, and the like are widely used. Such image forming apparatuses may include a fixing unit that heats toner on a sheet. The fixing unit includes a heating roller and a pressure roller, and both the rollers form a nip area. The fixing unit includes a heating heater, which is heated according to a type of the sheet. If the sheet passes through the nip area, the toner on the sheet is heated and fixed.
In an image forming apparatus as described above, before the start of warming-up, the type of sheet to be printed may not be clearly known. In this case, if the heating heater is heated at a maximum output, as a result, power consumption increases because it is not required to perform heating at the maximum output if a sheet having a small size is printed. Therefore, it may not be possible to efficiently heat the fixing unit.
In the present disclosure, in general, according to at least one exemplary, non-limiting embodiment, an image forming apparatus includes a plurality of sheet storage receptacles, a fixing device, and a processor and a memory. The plurality of sheet storage receptacles store a sheet. The fixing unit includes a heating belt and a pressure roller configured to heat and fixe toner on a sheet conveyed from one of the plurality of sheet storage receptacles. The processor and the memory are configured to store temperature information associated with each sheet storage receptacle and related to temperature control of the fixing device, acquire type information of a sheet to be printed, in response to a predetermined condition, specify the sheet storage receptacle storing the sheet to be printed, and perform a first heating control that controls a temperature of the fixing device based on the stored temperature information associated with the specified sheet storage receptacle.
The display 110 is, for example, a touch panel type liquid crystal display. The display 110 displays various information. The display 110 receives an operation from a user.
In some embodiments, the control panel 120 includes various operation keys such as a numeric keypad, a start key, and the like. The control panel 120 receives various input operations from the user. The control panel 120 outputs, to a control unit (a CPU 201), an operation signal in response to various input operations received from the user.
The printer 130 performs a series of printing operations by using various information output from the display 110, the control panel 120, the image reading unit 150, and the like. The series of printing operations include an operation of inputting image information, an operation of forming an image, an operation of transferring the formed image to a sheet, an operation of conveying the sheet, and the like.
The sheet storage unit 140 includes a plurality of paper feed cassettes 141 (141a, 141b, and 141c). Each of the paper feed cassettes 141a, 141b, and 141c stores a sheet, respectively. The sheet is mainly ordinary copy paper, but may also be thick paper, a photographic sheet, a label sheet, a polyester film sheet, and the like.
The image reading unit 150 includes an automatic document feed apparatus and a scanner apparatus. The automatic document feed apparatus sends out a document placed on a document tray to the scanner apparatus. The scanner apparatus optically scans the document on a document glass table and forms an image of reflected light from the document on a light receiving surface of a charge coupled device (CCD) sensor. Accordingly, the scanner apparatus reads a document image on the document glass table. The image reading unit 150 generates image information (image data) by using a reading result read by the scanner apparatus.
The image processing unit 10 inputs image information. The image information to be input is the image information generated by the image reading unit 150 or image information transmitted from another apparatus. The image processing unit 10 performs digital image processing for processing the input image information according to an initial setting or a setting by a user. For example, the digital image processing includes gradation correction based on gradation correction data. In addition to the gradation correction, the digital image processing includes various correction processing such as color correction and shading correction, and compression processing with respect to the image data.
Next, the image forming unit 20 (the image forming units 20a to 20d) will be described. The image forming unit 20 includes the image forming unit 20a corresponding to Y (yellow), the image forming unit 20b corresponding to M (magenta), the image forming unit 20c corresponding to C (cyan), and the image forming unit 20d corresponding to K (black). Each of the image forming units 20a to 20d includes photosensitive drums 21a to 21d, chargers 22a to 22d, an exposure device 23, developing devices 24a to 24d, toner cartridges 25a to 25d, a drum cleaning apparatus which is not illustrated, and the like. In the following description, the reference signs of “a to d” will be omitted.
In some embodiments, the photosensitive drum 21 is, for example, a charged organic photo-conductor (OPC) in which an undercoat layer, a charge generation layer, and a charge transport layer are sequentially stacked on a peripheral surface of a conductive cylindrical body made of aluminum. The photosensitive drum 21 has a photoconductivity property (i.e., is photoconductive).
The charger 22 generates corona discharge. The charger 22 uniformly charges a surface of the photosensitive drum 21.
In some embodiments, the exposure device 23 is, for example, a semiconductor laser. The exposure device 23 irradiates the photosensitive drum 21 with a laser beam corresponding to an image of each color component. If the laser beam is emitted by the exposure device 23, a potential of an area irradiated with the laser beam in an area of the surface of the photosensitive drum 21 changes. Due to the change in potential (a potential difference), an electrostatic latent image is formed on the surface of the photosensitive drum 21.
The developing device 24 contains a developer. The developing device 24 causes toner of each color component to adhere to the surface of the photosensitive drum 21. Accordingly, a toner image is formed on the photosensitive drum 21. That is, the electrostatic latent image formed on the surface of the photosensitive drum 21 is visualized.
Here, the developer will be described. In some embodiments, the developer is a two-component developer. The two-component developer includes a non-magnetic toner and a carrier. The carrier may be, for example, iron powder having a particle size of several tens of μm and polymer ferrite particles. The carrier is mixed with the toner in the developing device 24 and is triboelectrically charged, thereby giving a charge (for example, a negative charge) to the toner. The carrier conveys the toner to an electrostatic latent image unit by magnetic force.
The drum cleaning apparatus, which is not illustrated, includes a cleaning blade in contact with the surface of the photosensitive drum 21. The cleaning blade removes residual toner remaining on the surface of the photosensitive drum 21 after primary transfer is performed. The removed residual toner is collected in a storage unit provided in the drum cleaning apparatus.
Next, the intermediate transfer unit 30 will be described. The intermediate transfer unit 30 includes an intermediate transfer body 31, a primary transfer roller 32, a plurality of support rollers 33, a secondary transfer roller 34, a belt cleaning apparatus 35, and the like.
In some embodiments, the intermediate transfer body 31 is, for example, an endless belt (a transfer belt). The intermediate transfer body 31 is a belt that does not have conductive and elastic properties. Specifically, for example, the intermediate transfer body 31 is a belt made of polyimide. However, the intermediate transfer body 31 may have conductive and elastic properties.
The support rollers 33a to 33c support the intermediate transfer body 31 so that tension is applied to the intermediate transfer body 31. Accordingly, the intermediate transfer body 31 is formed in a loop shape. Any one of the plurality of support rollers 33a to 33c (for example, the support roller 33a) may be a drive roller. The rollers other than the drive roller are driven rollers. By driving and rotating the drive roller, the intermediate transfer body 31 travels in a direction A, as shown in
Referring to
The primary transfer roller 32 is disposed to face the photosensitive drum 21 via the intermediate transfer body 31. Specifically, the primary transfer roller 32 is disposed so as to apply pressure to the photosensitive drum 21 in a state where the intermediate transfer body 31 is interposed between the primary transfer roller 32 and the photosensitive drum 21. Accordingly, the primary transfer roller 32 and the photosensitive drum 21 form a primary transfer unit for nipping the intermediate transfer body 31.
In some embodiments, when the intermediate transfer body 31 passes through the primary transfer unit, the toner image formed on the photosensitive drum 21 is transferred to the intermediate transfer body 31. When the intermediate transfer body 31 passes through the primary transfer unit, a primary transfer bias is applied to the primary transfer roller 32. Specifically, for example, a charge having opposite polarity (positive polarity) to the toner is applied to the primary transfer roller 32. Accordingly, the toner image formed on the photosensitive drum 21 is electrostatically transferred to the intermediate transfer body 31.
The secondary transfer roller 34 is disposed to face the support roller 33a via the intermediate transfer body 31. Specifically, the secondary transfer roller 34 is disposed so as to apply pressure to the support roller 33a in a state where the intermediate transfer body 31 is interposed between the secondary transfer roller 34 and the support roller 33a. Accordingly, the secondary transfer roller 34 and the support roller 33a form a secondary transfer unit 38 for nipping the intermediate transfer body 31 and the sheet.
In some embodiments, when the sheet passes through the secondary transfer unit 38, the toner image formed on the intermediate transfer body 31 is transferred to the sheet. When the sheet passes through the secondary transfer unit 38, a secondary transfer bias is applied to the support roller 33a. Specifically, a charge having the same polarity (negative polarity) as that of the toner is applied to the support roller 33a. Accordingly, the toner image formed on the intermediate transfer body 31 is electrostatically transferred to the sheet.
The secondary transfer roller 34 and the support roller 33a are configured to be able to be separated from each other. Accordingly, if the sheet is jammed in the secondary transfer unit 38, a user can remove the sheet.
The belt cleaning apparatus 35 includes a cleaning blade in contact with a surface of the intermediate transfer body 31. The cleaning blade removes residual toner remaining on the surface of the intermediate transfer body 31 after the secondary transfer is performed. The removed residual toner is collected in a storage unit provided in the belt cleaning apparatus 35.
The fixing unit 40 heats and pressurizes the sheet to which the toner image is transferred. The fixing unit 40 is, for example, a roller type unit including a heating roller for heating the sheet and a pressure roller for pressing against the heating roller. Accordingly, the fixing unit 40 fixes the toner image to the sheet. A method of fixing the toner image to the sheet by performing heating via a film-shaped member can also be applied to the fixing unit 40.
Next, the sheet conveyance unit 50 will be described. The sheet conveyance unit 50 includes a paper feed unit 51, a registration unit 52, a first guide unit 53, a second guide unit 54, and a paper discharge unit 55.
The paper feed unit 51 conveys the sheets being stored in the sheet storage unit 140 (the paper feed cassettes 141a, 141b, and 141c) one by one to the registration unit 52. The registration unit 52 stops the sheet conveyed from the paper feed unit 51 and sends out the stopped sheet to the secondary transfer unit 38 at a predetermined timing. The predetermined timing is a timing at which the toner image formed on the intermediate transfer body 31 is secondarily transferred by the secondary transfer unit 38. The first guide unit 53 regulates a conveyance direction of the sheet sent out from the registration unit 52 to the secondary transfer unit 38.
The secondary transfer unit 38 transfers the toner image to the sheet, the conveyance direction of which is regulated by the first guide unit 53. The secondary transfer unit 38 sends out the sheet, to which the toner image is transferred, toward the fixing unit 40.
The second guide unit 54 regulates a conveyance direction of the sheet sent out from the secondary transfer unit 38 to the fixing unit 40. The fixing unit 40 heats and pressurizes the sheet, the conveyance direction of which is regulated by the second guide unit 54, and sends out the sheet to the paper discharge unit 55. The paper discharge unit 55 sends out the sheet to a discharge tray.
Next, a hardware configuration of the image forming apparatus 100 will be described with reference to
The CPU 201 is a central processing unit (e.g., a processor, a microcomputer, a computer, etc.), and controls an operation of the image forming apparatus 100 by reading and executing various programs being stored in the memory 202.
Examples of the memory include a ROM, a RAM, a hard disk, and the like. The ROM is a read-only memory and stores various information used by the CPU 201 including a program. The RAM is a memory that can be read and written, and stores various information. For example, the RAM stores information acquired from the outside and information generated in various processing. The hard disk stores various information.
The communication unit 203 is an interface for transmitting and receiving information to and from other apparatuses. Other apparatuses include a personal computer, a smartphone, a tablet terminal, and the like. The communication unit 203 is connected to other apparatuses via a wired or wireless network.
The speaker 204 is configured to output a voice.
Next, a configuration of the fixing unit 40 will be described with reference to
In some embodiments, the heating belt 411 includes a base layer, an elastic layer, and a surface release layer layered on an inner surface of the heating belt 411.
In some embodiments, a sheet-shaped member having high heat resistance is used for the base layer. Specifically, for example, metal materials such as nickel (Ni) and stainless steel, a polyimide resin, and the like are used for the base layer.
In some embodiments, the elastic layer is an elastic layer that improves fixability. For example, an elastic body such as silicone rubber is used for the elastic layer.
In some embodiments, the surface release layer is an outermost layer in contact with the pressure roller 420. For example, a tetrafluoroethylene-perfluoroalkyl vinyl ether copolymer (PFA) resin tube is used for the surface release layer.
Here, in order to reduce warming-up time, it is desirable that both the elastic layer and the surface release layer have a predetermined thickness so that heat capacity is not too high. Various sizes of the heating belt 411 in at least one exemplary embodiment are listed below.
The inside of the base layer may be coated to improve a friction sliding property with the heating member.
A heating unit 412 is disposed inside the heating belt 411. The heating unit 412 is supported by a support member 415. The heating unit 412 includes a heater 413 and a heater holding member 414 that holds the heater 413.
A detailed configuration of the heater 413 will be described later with reference to
The fixing unit 40 includes thermistors 416 and 417. The thermistor 416 detects a temperature of the heater 413. The thermistor 417 detects a temperature of the inner surface of the heating belt 411.
The pressure roller 420 includes a core metal 421, an elastic layer 422 formed on an outside of the core metal 421, and a release layer 423 formed on an outside of the elastic layer 422. For example, stainless steel is used for the core metal 421. For example, injection-molded silicone rubber is used for the elastic layer 422. For example, the tetrafluoroethylene-perfluoroalkyl vinyl ether copolymer (PFA) resin tube is used for the release layer 423.
Various sizes of the pressure roller 420 according to at least one exemplary embodiment are listed below.
In some embodiments, for securing the nip area and durability, a hardness of the pressure roller 420 is desirably in a range of approximately 40° to 70° under a weight of 9.8 N (Newton) in a predetermined hardness tester. In at least one embodiment, the hardness of the pressure roller 420 is set to approximately 60°.
A length of the pressure roller 420 in a longitudinal direction (i.e., a horizontal direction in
In some embodiment, silver and the like are used for the conductor 504. The conductor 504 is connected to electrical contact units 601a, 601b, and 601c (refer to
Hereinafter, the first heat generation resistor 503a is referred to as a “center heater Ch”. The second heat generation resistor 503b and the third heat generation resistor 503c are referred to as “side heaters Sh”. The side heaters Sh are connected to a power source in parallel with the center heater Ch, thereby making it possible to control energization independently.
In some embodiments, for example, a resistance value of the center heater Ch is smaller than that of the side heater Sh. The resistance values of the side heaters Sh (the second heat generation resistor 503b and third heat generation resistor 503c) are approximately the same as each other, respectively. A resistance value ratio between the center heater Ch and the side heater Sh may be in a range of approximately 3:1 to 7:1, desirably in a range of 4:1 to 6:1.
The heater holding member 414 includes a through hole. Referring to
Next, control of an amount of power supplied to the heater 413 will be described. In some embodiments, the CPU 201 turns on a three terminal semiconductor 620 (e.g., a TRIAC™, etc.) which is a semiconductor switching element, and energizes the center heater Ch and the side heater Sh from a commercial power source 630 via the electrical contact units 601a, 601b, and 601c of the heater 413 to raise the temperature of each heater. Next, thermistors 417a and 417b detect the temperature of each heater, perform analog-to-digital (A/D) conversion of a detection result, and output the converted detection result to the CPU 201.
The CPU 201 performs phase control or wave number control of the power supplied to the center heater Ch and the side heater Sh by the three terminal semiconductor 620 based on temperature information transmitted from the thermistors 417a and 417b. The thermostats 610a and 610b cut off a current flowing from the commercial power source 630 to the center heater Ch and the side heater Sh if the temperature of each heater rises abnormally, regardless of the control of the CPU 201.
In some embodiments, the heater 413 is controlled so that the thermistors 417a and 417b have substantially the same temperature during the warming-up, thereby making it possible to handle a sheet St having varying sizes. Specifically, in some embodiments, the thermistors 417a and 417b are set to a target temperature of 115° C., inclusive.
On the other hand, in at least one embodiment, the sheet St of the image forming apparatus 100 is set, thereby making it possible to change the target temperature of the thermistors 417a and 417b during the warming-up. Specifically, by setting the target temperature of the thermistor 417b to be substantially the same as or lower than that of the thermistor 417a, the heating control during a warming-up operation is performed.
Next, a table stored in the memory 202 will be described with reference to
The paper feed cassette ID indicates “a”, “b”, and “c”. The paper feed cassette ID “a” corresponds to the paper feed cassette 141a. The paper feed cassette ID “b” corresponds to the paper feed cassette 141b. The paper feed cassette ID “c” corresponds to the paper feed cassette 141c. The sheet storage capacity indicates the maximum number of sheets St that can be stored. The sheet size (e.g., type information of the sheet St, etc.) indicates a size of the sheet St.
Specifically, in some embodiments of the cassette-sheet size correspondence table TB1, the paper feed cassette ID “a” indicates that the sheet storage capacity is approximately 1,500 sheets and that A4 size copy paper is stored. The paper feed cassette ID “b” indicates that the sheet storage capacity is approximately 1,000 sheets and that A3 size copy paper is stored. The paper feed cassette ID “c” indicates that the sheet storage capacity is approximately 1,000 sheets and that A5 size copy paper is stored. In at least one embodiment, a size exceeding the A4 size (A3, B4, and the like) is defined as a large size, and a size equal to or smaller than the A4 size (A4, B5, A5, and the like) is defined as a small size.
In some embodiments, the temperature pattern indicates a combination of the center heater temperature and the side heater temperature. The center heater temperature indicates a temperature (a high temperature or a low temperature) of the center heater Ch. The side heater temperature indicates a temperature (a high temperature or a low temperature) of the side heater Sh.
Referring to
In at least one embodiment, while the type of the sheet St is defined by the sheet size, the type of the sheet St can also be defined by a basis weight of the sheet St. In this case, the temperature pattern A may be associated with the paper feed cassette 141 that stores the sheet St of which the basis weight is less than a predetermined value. The temperature pattern B may be associated with the paper feed cassette 141 that stores the sheet St of which the basis weight is equal to or greater than the predetermined value.
The storage unit 910 stores temperature information that is related to the temperature control of the fixing unit 40 and is associated with each sheet storage unit 140 (the paper feed cassettes 141a, 141b, and 141c). Specifically, the storage unit 910 stores the cassette-temperature correspondence table TB2.
The acquisition unit 901 acquires the type information of the sheet St to be printed. The type information of the sheet St is, for example, sheet size information. The acquisition unit 901 acquires the sheet size information based on an operation input received from a user by the control panel 120 during, for example, copying and facsimile (FAX), and a printing job received from another apparatus by the communication unit 203.
In some embodiments, the warming-up is a preparatory operation when the image forming apparatus 100 returns from a sleep mode in which the image forming apparatus 100 is not used for a certain period of time. Non-limiting examples of conditions under which the warming-up starts are described below.
For example, in the case of the condition (1), since the printing job includes the sheet size information, the acquisition unit 901 acquires the sheet size information at a timing when the printing job is received. On the other hand, in the cases of the conditions (2) to (6), the acquisition unit 901 may not be able to acquire the sheet size information at the start of the warming-up. In the following, satisfying this condition (the acquisition unit 901 cannot acquire the sheet size information at the start of the warming-up) is referred to as “satisfaction of a predetermined condition”.
In the case of the satisfaction of the predetermined condition, if heating is performed according to the large size by using the center heater Ch and the side heater Sh, as a result, if the small-sized sheet St is printed, it is not required to perform the heating corresponding to the large size, such that power consumption during the warming-up increases.
Therefore, if the predetermined condition is satisfied, the specification unit 902 specifies any one of the paper feed cassettes 141a, 141b, and 141c storing the sheet St to be printed. In at least one embodiment, if the predetermined condition is satisfied, the specification unit 902 specifies the paper feed cassette 141 having the largest storage capacity (for example, the paper feed cassette 141a) as the paper feed cassette 141 that stores the sheet St having a high possibility to be used.
The heating control unit 903 performs a first heating control for controlling the temperature of the fixing unit 40, based on the temperature information (for example, the temperature pattern A) associated with the sheet storage unit 140 (for example, the paper feed cassette 141a) specified by the specification unit 902 of the cassette-temperature correspondence table TB2 stored in the storage unit 910.
After the first heating control starts, that is, after the warming-up starts, the sheet size information is acquired by the acquisition unit 901 according to the start of an operation related to printing. Specifically, the sheet size information is acquired by selecting the sheet size from the control panel 120, reading the document sent out from the automatic document feed apparatus by the scanner apparatus, and acquiring the printing job from the storage medium.
If the sheet size information is acquired by the acquisition unit 901 after the warming-up starts, the determination unit 904 determines whether or not the paper feed cassette 141 that stores the sheet St indicated by the sheet size information and the specified paper feed cassette 141 match each other.
The heating control unit 903 performs the heating control in accordance with a determination result of the determination unit 904. Specifically, if the determination unit 904 determines that the two paper feed cassettes 141 match each other (affirmative determination), the heating control unit 903 continuously performs the first heating control. On the other hand, if the determination unit 904 determines that the two paper feed cassettes 141 do not match each other (negative determination), the heating control unit 903 performs a second heating control for controlling the temperature of the fixing unit 40, based on the temperature information (the temperature pattern) associated with the paper feed cassette 141 (the paper feed cassette ID) that stores the sheet St indicated by the sheet size information.
Hereinafter, the first heating control and the second heating control performed in the fixing unit 40 during the warming-up will be described with reference to specific examples using
In
The time t1 is a timing at which the determination unit 904 acquires a determination result of the affirmative determination. After the time t1, both the center heater Ch and the side heater Sh are heated and controlled so as to reach the target temperature T1 based on the temperature pattern B. That is, the first heating control is continuously performed.
Time t2 is a timing at which the warming-up is finished. After the time t2, the center heater Ch and the side heater Sh are heated and controlled based on the temperature respectively detected by the thermistors 417a and 417b.
The time t1 is a timing at which the determination unit 904 acquires the determination result of the affirmative determination. After the time t1, based on the temperature pattern A, the center heater Ch is heated and controlled so as to reach the target temperature T1, and the side heater Sh is heated and controlled so as to reach the target temperature T2. That is, the first heating control is continuously performed.
Next, after the time t2, the center heater Ch is heated and controlled at the target temperature T1 based on a temperature detected by the thermistor 417a. After the time t2, the side heater Sh is heated and controlled at the target temperature T2 based on a temperature detected by the thermistor 417b.
The time t1 is a timing at which the determination unit 904 acquires the determination result of the negative determination. After the time t1, the center heater Ch is heated and controlled so as to reach the target temperature T1 based on the temperature pattern A. After the time t1, the side heater Sh is heated and controlled so as to reach the target temperature T2 based on the temperature pattern A (the second heating control).
Next, after the time t2, the center heater Ch is heated and controlled at the target temperature T1 based on the temperature detected by the thermistor 417a. After the time t2, the side heater Sh is heated and controlled at the target temperature T2 based on the temperature detected by the thermistor 417b.
The time t1 is a timing at which the determination unit 904 acquires the determination result of the negative determination. After the time t1, the center heater Ch and the side heater Sh are heated and controlled so as to reach the target temperature T1 based on the temperature pattern B (the second heating control). In
Next, after the time t2, the center heater Ch and the side heater Sh are heated and controlled at the target temperature T1 based on the temperatures respectively detected by the thermistors 417a and 417b.
Next, processing related to the fixing unit 40 during the warming-up performed by the image forming apparatus 100 will be described with reference to
If the sheet size information is already acquired (ACT 102: YES), the image forming apparatus 100 refers to the cassette-sheet size correspondence table TB1 (refer to
Next, the image forming apparatus 100 refers to the cassette-temperature correspondence table TB2 (refer to
On the other hand, if the sheet size information is not acquired in ACT 102 (ACT 102: NO), the image forming apparatus 100 specifies the paper feed cassette 141 having the largest storage capacity (for example, the paper feed cassette 141a) (ACT 106). Next, the image forming apparatus 100 refers to the cassette-temperature correspondence table TB2 (as seen in
If the sheet size information is not acquired by the acquisition unit 901 (ACT 109: NO), the image forming apparatus 100 returns to ACT 108 and continuously performs the first heating control. If the sheet size information is acquired by the acquisition unit 901 (ACT 109: YES), the image forming apparatus 100 determines whether or not the determination unit 904 acquires a determination result of affirmative determination (ACT 110). If the determination result of the affirmative determination is acquired (ACT 110: YES), the image forming apparatus 100 continuously performs the first heating control (ACT 111), and terminates a series of processing.
In ACT 110, if the determination result of the affirmative determination is not acquired (ACT 110: NO), that is, if a determination result of negative determination is acquired, the image forming apparatus 100 refers to the cassette-sheet size correspondence table TB1 (as seen in
Next, the image forming apparatus 100 refers to the cassette-temperature correspondence table TB2 (refer to
In at least one embodiment, the fixing unit 40 includes, as the center heater Ch and the side heater Sh, three heat generation resistors 503 including the first heat generation resistor 503a, the second heat generation resistor 503b, and the third heat generation resistor 503c. However, the number of heat generation resistors is not limited to three, and may be two or more. In at least one embodiment, the temperature pattern is set to two temperature patterns in which the temperature of the side heater Sh is set to the high temperature or the low temperature, and may be set to three or more temperature patterns. However, each temperature pattern is configured to be associated with the paper feed cassette ID.
As described above, if the predetermined condition is satisfied (if the sheet size information is not acquired at the start of the warming-up), the image forming apparatus 100 according to at least one embodiment specifies the paper feed cassette 141 storing the sheet St to be printed, and controls the temperature of the fixing unit 40 (the first heating control) based on the temperature information associated with the specified paper feed cassette 141. Accordingly, even though the size of the sheet St to be printed is unknown before the start of the warming-up, the fixing unit 40 can be heated and controlled based on the temperature information associated with the paper feed cassette 141 that stores the sheet St having a high possibility to be used. Therefore, during the warming-up, the heating control according to the small size can be performed, that is, the heating control according to the large size is not always performed, thereby making it possible to prevent power consumption during the warming-up. Therefore, according to the embodiment, the fixing unit 40 can efficiently reach the target temperature.
If the sheet size information is acquired after the start of the warming-up, the image forming apparatus 100 according to at least one embodiment performs the heating control in accordance with the determination result of whether or not the paper feed cassette 141 that stores the sheet St indicated by the sheet size information and the paper feed cassette 141 specified at the start of the warming-up match each other. Accordingly, since the heating control can be switched during the warming-up, the fixing unit 40 can efficiently reach the target temperature.
The image forming apparatus 100 according to at least one embodiment continuously performs the first heating control if the determination result of the affirmative determination is acquired. Accordingly, the fixing unit 40 can reach the target temperature most efficiently.
If the determination result of the negative determination is acquired, the image forming apparatus 100 according to at least one embodiment controls the temperature of the fixing unit 40 based on the temperature information associated with the paper feed cassette 141 that stores the sheet indicated by the sheet size information acquired after the warming-up. Accordingly, after the start of the warming-up, it is possible to switch to the heating control in accordance with the sheet St to be actually used, such that the fixing unit 40 can efficiently reach the target temperature.
If the predetermined condition is satisfied, the image forming apparatus 100 according to at least one embodiment specifies the paper feed cassette 141 having the largest storage capacity. Accordingly, it is possible to efficiently specify the paper feed cassette 141 that stores the sheet St having a high possibility to be used. Therefore, during the warming-up, the fixing unit 40 can efficiently reach the target temperature based on the sheet St having a high possibility to be used.
Next, example modifications of exemplary, non-limiting embodiments will be described. In each of the following modifications, the contents described in the above-described embodiment will be appropriately omitted. First, a first modification of the embodiment will be described. In the above-described embodiment, if the predetermined condition is satisfied, the paper feed cassette 141 having the largest storage capacity is configured to be specified. In the first modification, if the predetermined condition is satisfied, the paper feed cassette 141 is configured to be specified based on an arrangement location of the paper feed cassette 141.
The location indicates a location in a height direction of the paper feed cassettes 141a, 141b, and 141c. As illustrated in
Specifically, regarding the description of the cassette-sheet size correspondence table TB3, the paper feed cassette ID “a” is disposed at the location of the uppermost stage, and stores A4 size copy paper. The paper feed cassette ID “b” is disposed at the location of the middle, and stores A3 size copy paper. The paper feed cassette ID “c” is disposed at the location of the lowermost stage, and stores A5 size copy paper.
In the first modification, if the predetermined condition is satisfied, the specification unit 902 specifies the paper feed cassette 141 (the paper feed cassette 141a) disposed at the top as the paper feed cassette 141 that stores the sheet St having a high possibility to be used.
According to the first modification, it is possible to efficiently specify the paper feed cassette 141 that stores the sheet St having a high possibility to be used. Therefore, during the warming-up, the fixing unit 40 can efficiently reach the target temperature based on the sheet St having a high possibility to be used.
Next, a second modification of the above-described embodiment will be described. In the second modification, if the predetermined condition is satisfied, the paper feed cassette 141 is configured to be specified based on the number of paper feed cassettes 141 storing the sheets St having the same size among the plurality of paper feed cassettes 141.
The number of cassettes storing the sheets having the same size indicates the total number of paper feed cassettes 141 storing the sheets St having the same size.
Specifically, the sheet sizes of the paper feed cassette IDs “a” and “b” are both “A4”. That is, the sheet size of “A4” is stored in the two paper feed cassettes 141a and 141b. Therefore, the number of cassettes storing the sheets having the same size corresponding to the paper feed cassette IDs “a” and “b” is “2”.
The sheet size of the paper feed cassette ID “c” is “A3”. The paper feed cassette 141 storing the sheet size of “A3” is only the paper feed cassette 141c. Therefore, the number of cassettes storing the sheets having the same size corresponding to the paper feed cassette ID “c” is “1”.
In the second modification, if the predetermined condition is satisfied, the specification unit 902 specifies any one of the paper feed cassettes 141 based on the number of paper feed cassettes 141 storing the sheets St having the same size. Specifically, the specification unit 902 specifies, as the paper feed cassette 141 that stores the sheet St having a high possibility to be used, any one of the paper feed cassettes 141a and 141b having the largest number of cassettes storing the sheets having the same size. The specification unit 902 may specify any one of the paper feed cassettes 141a and 141b. Priority order of the paper feed cassettes 141a and 141b may be set in advance, and any one of the paper feed cassettes 141a and 141b may be specified according to the priority order thereof.
According to the second modification, it is possible to efficiently specify the paper feed cassette 141 that stores the sheet St having a high possibility to be used. Therefore, during the warming-up, the fixing unit 40 can efficiently reach the target temperature based on the sheet St having a high possibility to be used.
Next, a third modification of the above-described embodiment will be described. In the third modification, if the predetermined condition is satisfied, the paper feed cassette 141 is configured to be specified based on usage history.
The usage history shows the history of each paper feed cassette 141 most recently used. In the drawing, when represented by using the paper feed cassette ID, the usage history is in the order of “a”, “b”, and “c” in order from the most recently used one.
In the third modification, if the predetermined condition is satisfied, the specification unit 902 specifies, as the paper feed cassette 141 that stores the sheet St having a high possibility to be used, the paper feed cassette 141a with which the most recently used usage history is associated.
According to the third modification, it is possible to efficiently specify the paper feed cassette 141 that stores the sheet St having a high possibility to be used. Therefore, during the warming-up, the fixing unit 40 can efficiently reach the target temperature based on the sheet St having a high possibility to be used.
Next, a fourth modification of the embodiment will be described. In the fourth modification, if the predetermined condition is satisfied, the paper feed cassette 141 is configured to be specified based on frequency of use.
The frequency of use indicates the number of printed sheets of the sheet St stored in each paper feed cassette 141 in the past predetermined period (for example, 3 days). The frequency of use of the paper feed cassette 141a corresponding to the paper feed cassette ID “a” is “1,051 sheets”. The frequency of use of the paper feed cassette 141b corresponding to the paper feed cassette ID “b” is “328 sheets”. The frequency of use of the paper feed cassette 141c corresponding to the paper feed cassette ID “c” is “234 sheets”.
In the fourth modification, if the predetermined condition is satisfied, the specification unit 902 specifies, as the paper feed cassette 141 that stores the sheet St having a high possibility to be used, the paper feed cassette 141a with which the highest frequency of use is associated.
According to the fourth modification, it is possible to efficiently specify the paper feed cassette 141 that stores the sheet St having a high possibility to be used. Therefore, during the warming-up, the fixing unit 40 can efficiently reach the target temperature based on the sheet St having a high possibility to be used.
Next, application of the fourth modification will be described. In the application of the fourth modification, if the predetermined condition is satisfied, the paper feed cassette 141 is specified by any one of specifying the paper feed cassette 141 according to the above-described embodiment and specifying the paper feed cassette 141 shown in the first to third modifications. Specifically, in the application of the fourth modification, if the predetermined condition is satisfied, the specification unit 902 has the following four modes for specifying the paper feed cassette 141.
Among the four modes described above, the application of the fourth modification sets any one of the modes (A) to (D) in which the mode used for specifying the paper feed cassette 141 has the highest frequency of use. Specifically, for example, in a past predetermined period (for example, 3 days), any one of the modes (A) to (D) is set based on the mode in which the paper feed cassette 141 is most specified. For example, in the predetermined period of the past 3 days, if the specific mode according to (B) is the mode in which the paper feed cassette 141 is most specified, (B) is set, and if the specific mode according to (B) is the mode in which the paper feed cassette 141 is most specified in the subsequent predetermined period, (B) is set. As described above, in the fourth modification, contents to be set can be periodically updated.
Accordingly, it is possible to efficiently specify the paper feed cassette 141 that stores the sheet St having a high possibility to be used. Therefore, during the warming-up, the fixing unit 40 can efficiently reach the target temperature based on the sheet St having a high possibility to be used.
Next, a fifth modification of the embodiment will be described. The fifth modification describes a modification of the temperature control if the heating control starts with the temperature pattern A based on the small-sized sheet St and then the determination unit 904 determines the negative determination.
In the fifth modification, the heating control after the time t1 is different from that of the above-described embodiment. The time t1 is the timing at which the determination unit 904 acquires the determination result of the negative determination. After the time t1, the center heater Ch is heated and controlled so as to reach the target temperature T1. However, in comparison with the above-described embodiment, heating power of the center heater Ch is reduced, and heating power corresponding to the reduced heating power is allocated to the side heater Sh. An alternate long and short dash line 1900 in the drawing indicates the heating control of the center heater Ch in the embodiment. In the fifth modification, after the time t1, the temperature of the center heater Ch rises more gently than the heating temperature according to the embodiment, and the center heater Ch is heated and controlled to reach the target temperature T1.
Referring to
According to the fifth modification, since the side heater Sh can reach the target temperature T1 earlier, the warming-up time in the fixing unit 40 can be shortened. Therefore, during the warming-up, the fixing unit 40 can reach the target temperature more efficiently based on the sheet St having a high possibility to be used.
Next, a sixth modification of the above-described embodiment will be described. In the above-described embodiment, the cassette-temperature correspondence table TB2 (as seen in
In the following, the sixth modification describes generation of the learned model if the paper feed cassette ID is used as an input sample and the temperature pattern is used as an output sample. The input sample may include date and time information indicating a time zone, a day of the week, a season, and the like, and environmental information such as ambient temperature, humidity, and the like. The learned model is generated by a learning apparatus such as a personal computer (e.g., processor, etc.). The learning apparatus learns parameters of a classification model such as a neural network by using a data set prepared in advance. The classification model includes an input unit, a feature amount calculation unit, a classification unit, and an output unit. The input unit outputs the input paper feed cassette ID as a vector to the feature amount calculation unit. The input unit forms an input layer of the neural network.
The feature amount calculation unit and the classification unit are intermediate layers of the neural network. The output unit is an output layer of the neural network. The feature amount calculation unit converts the vector input from the input unit into a low-dimensional feature vector, and outputs the converted low-dimensional feature vector to the classification unit. The classification unit converts the feature vector input from the feature amount calculation unit into a P-dimensional vector indicating posterior probability of the temperature pattern represented by the feature vector, where P is a number of temperature patterns to be estimated.
The learning apparatus acquires a learning data set in which the paper feed cassette ID, which is the input sample, and the temperature pattern, which is the output sample, are associated with each other. The paper feed cassette ID is represented by a P-dimensional one-hot vector, if the number of temperature patterns in the data set is set to P.
If the paper feed cassette ID is input, the learning apparatus learns the parameters of the classification model by using the acquired learning data set so as to output the P-dimensional vector indicating the posterior probability of the temperature pattern. Specifically, the learning apparatus learns the parameters of the classification model by using the acquired data set. At this time, the learning apparatus updates the parameters of the feature amount calculation unit and the classification unit in the classification model.
More specifically, the learning apparatus updates each parameter by a gradient descent method so as to minimize a loss function using a calculation result of the classification model. For example, the loss function represents a cross-entropy error between an output value of the classification model and an output sample of the data set. If an evaluation value of the loss function falls below a predetermined threshold value, or if learning processing is repeatedly performed a predetermined number of times, the learning apparatus finishes the learning processing, and the learned model is generated. By inputting the paper feed cassette ID into this learned model, it is possible to calculate an estimated value and output a temperature pattern having a high estimated value.
It is also possible to specify the paper feed cassette ID based on the sheet size information by using the learned model instead of the cassette-sheet size correspondence table TB1 (as seen in
In the cases of (2) to (6) among the conditions under which the warming-up starts ((1) to (6) described above), the acquisition unit 901 may not be able to acquire the sheet size information if the warming-up starts. By using the learned model, it is also possible to specify the sheet size information based on each of the conditions (2) to (6). In this case, the learned model may be generated by using identification information indicating each condition as the input sample and the paper feed cassette ID (the paper feed cassette 141) as the output sample. The input sample may include date and time information indicating a time zone, a day of the week, a season, and the like, and environmental information such as ambient temperature, humidity, and the like. By inputting the identification information indicating any one of the conditions (2) to (6) into the learned model, the estimated value can be calculated, and the paper feed cassette ID having a high estimated value can be output as the paper feed cassette ID of the paper feed cassette 141 having a high possibility of being used.
In this manner, by using each learned model, the optimized paper feed cassette ID can be specified based on any one of the conditions (2) to (6). The temperature can be controlled based on the temperature pattern corresponding to the specified paper feed cassette ID.
According to the sixth modification, the temperature pattern based on the paper feed cassette 141 can be specified by using the learned model. In this manner as well, during the warming-up, the fixing unit 40 can reach the target temperature more efficiently based on the sheet St having a high possibility to be used.
While certain embodiments have been described, these embodiments have been presented by way of example only, and are not intended to limit the scope of the inventions. Indeed, the novel embodiments described herein may be embodied in a variety of other forms: furthermore various omissions, substitutions and changes in the form of the embodiments described herein may be made without departing from the spirit of the inventions. The accompanying claims and their equivalents are intended to cover such forms or modifications as would fall within the scope and spirit of the inventions.
As described above, some functions of the image forming apparatus 100 in the above-described embodiment may be implemented by a computer. The program for implementing such a function may be recorded on a computer-readable recording medium and execute the program.
The “computer system” includes operating systems or hardware such as peripheral devices. Further, the “computer-readable recording medium” refers to a portable medium, a storage device, or the like. The “computer-readable recording medium” may be a volatile memory inside a computer system serving as a server or a client.
This application is a continuation of U.S. patent application Ser. No. 17/700,229, filed on Mar. 21, 2022, the entire contents of each of which are incorporated herein by reference.
Number | Date | Country | |
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Parent | 17700229 | Mar 2022 | US |
Child | 18297524 | US |