KR20220071731A - Indoor Living Waste Amount Predicting System Using 3D scanner - Google Patents

Abstract

The present invention relates to a system for predicting the amount of indoor construction waste based on volume by using an indoor scanner. The system comprises: a main server which calculates the amount of waste generated in an indoor construction space and processes information for processing the calculated amount of waste; and a manager server provided to communicate with the main server and manage the indoor construction space. The main server includes: a data collection unit which collects scan information indicating an area occupied by an occupied volume and indoor construction space information indicating an area occupied by the basic structure of the indoor construction space; a calculation unit provided to extract the scan information in the indoor construction space by matching the scan information collected by the data collection unit with the indoor construction space information, and to calculate a predicted amount of indoor construction waste; and a support unit which proposes a decision-making plan for processing the amount of indoor construction waste based on information including at least one among a processing plan, a processing price, and a processing company for processing the amount of indoor construction waste calculated by the calculation unit. Therefore, the system can collect the information for processing the predicted amount of indoor construction waste and provide the decision-making plan for processing the same.

Description

Indoor Living Waste Amount Predicting System Using 3D scanner

The present invention relates to a volume-based indoor building waste quantity prediction system using an indoor scanner, and more specifically, by using an indoor scanner to scan an area in which an occupied volume exists in an indoor building space and distinguish it from an empty area, It is possible to obtain information for processing waste in the case of redevelopment or remodeling of an indoor building space by calculating the information of the indoor building space for the indoor building space. It relates to a volume-based indoor building waste quantity prediction system using an indoor scanner capable of providing a decision-making plan for

In general, in order to reuse the indoor architectural space for a building to be used as a residential or office space, the indoor architectural space is remodeled within the basic shape of the building, and waste is generated in the process of remodeling.

In order to quickly dispose of the waste generated in the process of remodeling the indoor building space, it is important to predict the amount of waste generated in the indoor building space in advance and prepare a treatment plan such as the cost or method for treatment, but the amount of waste In order to predict the amount of waste, it is cumbersome to directly measure the indoor building space and calculate the amount of waste.

In addition, even if manpower is input to directly calculate the amount of waste in an indoor building space, there is a problem in that it is difficult to accurately predict the amount of waste because it is difficult to grasp the information that can be grasped through the basic information of the building.

On the other hand, as an example to solve this problem, in Korea Patent Registration No. 10-1396548 'Apparatus and method for predicting the amount of construction waste generated during new construction/demolition work' an input unit for receiving information on construction waste actually generated according to contents and construction; a display unit for displaying information including a prediction amount result screen; Basic data (new/decommissioning work, use, structure, waste type, generation unit, construction waste type, special condition, treatment unit price), process rate calculation table, construction waste treatment (change) plan form, construction waste management a storage unit for storing information of at least one of the ledger, construction waste discharge and treatment performance report form; The basic data (new construction/demolition work, use, structure, waste Including a calculation processing unit that calculates the amount of construction waste and treatment cost by process and type of construction waste by referring to the generation unit by type, generation pattern for each type of construction waste according to the process rate, special conditions, and treatment unit price) and displays it on the display unit 130 A construction waste generation amount prediction apparatus and method are disclosed.

However, in the conventional apparatus and method for predicting construction waste generation such as No. 10-1396548, in order to predict the amount of construction waste, only the basic information of the building and construction contents and the actually generated construction waste information are input and predicted only for the configuration. There is no other configuration for predicting the amount of waste by scanning the indoor architectural space.

In addition, in Korea Patent Registration No. 10-1525592, 'Construction waste generation database (D/B) construction waste generation database (D/B) construction waste generation unit calculation device and method for each process rate, the building in which the calculation processing unit 120 calculates the construction waste generation unit by process rate of the project basic information is received and stored in the storage unit 140 , and the operation processing unit 120 receives data and information generated when the construction waste is generated and processed and stored in the storage unit 140 . And when the user receives the desired condition, the calculation processing unit 120 determines the input condition, and when the selected condition is the waste generation status view by condition and comparison by site, new construction / dismantling / remodeling construction from the input unit, Conditions for use classification and structural form are selected, the calculation processing unit 120 searches for projects with the same conditions, and for each searched project, the amount of waste generated and the amount of waste generated per gross floor area are calculated and displayed on the display unit 130 Although an apparatus and method for calculating the basic unit of construction waste are disclosed, conventional patents such as No. 10-1525592 only disclose a configuration for calculating construction waste by receiving generation data and information when generating and processing construction waste. No other configuration was described that would allow the scan of the building space to predict the amount of waste.

Therefore, the development of a volume-based indoor construction waste prediction system using an indoor scanner capable of predicting the amount of waste generated from the indoor building space by scanning the current indoor building space and providing information for processing the predicted waste amount This is a necessary situation.

The present invention is proposed in order to solve the above-described problems, by using an indoor scanner to scan an indoor building space for calculating the amount of waste, matching it with information about the indoor building space, predicting the amount of waste, and predicting the amount of waste The purpose of this study is to provide a volume-based indoor construction waste prediction system using an indoor scanner that can collect information for processing and provide a decision-making plan that can be processed quickly.

In a volume-based indoor building waste prediction system using an indoor scanner according to an embodiment of the present invention for solving the above problems, information for calculating the amount of waste generated in an indoor building space and processing the calculated waste amount is processed main server; and a manager server configured to communicate with the main server and manage the indoor building space, wherein the main server displays scan information indicating the area occupied by the occupied volume and the area occupied by the basic structure of the indoor building space a data collection unit that collects indoor architectural space information; a calculation unit provided to match the scan information collected by the data collection unit with the indoor building space information to extract the scan information from the indoor building space, and to calculate an expected amount of indoor building waste; and a support unit for proposing a decision-making plan for processing the amount of indoor building waste based on information including one or more of a treatment plan for treating the amount of indoor building waste calculated by the calculation unit, a treatment price, and a treatment company; have.

In this case, the data collection unit includes; an indoor scanner for collecting scan information, wherein the indoor scanner captures an indoor architectural space to form a boundary between an empty area and an area occupied by an occupied volume including object objects and facilities; Scan information can be obtained by scanning the boundary line.

In addition, the data collection unit includes a building spatial information DB in which basic structural information about a building or indoor building space is stored in a digital manner; It is possible to obtain information on indoor architectural space.

In this case, the calculating unit includes a data matching unit that matches the scan information and the indoor building space information, and the data matching unit is configured to perform one of the same coordinates or the same location in the scan information and the indoor building space information. It can be matched so that it overlaps in 3D space.

In addition, the calculating unit removes an area overlapping with the indoor architectural space information from the scan information from the information matched by the data matching unit, and displays the space occupied by the occupied volume except for the empty space among the removed areas. It may further include; a data operation unit to obtain the operation area information.

In addition, the calculating unit may further include a waste amount calculating unit for calculating a predicted waste amount from the calculation area information obtained by the data calculating unit.

In addition, the support unit of the volume-based indoor building waste quantity prediction system using an indoor scanner according to an embodiment of the present invention includes at least one of a treatment unit price for a treatment company that treats waste, a location of the company, and a treatment period per unit Including; and a communication unit communicating with the GIS system in which the processing company information is registered, and one or more decision-making proposals for processing the amount of indoor construction waste calculated using the processing company information registered in the GIS system by the communication unit. It can be provided to the admin server.

At this time, in the decision-making plan, the list of treatment companies is listed in order of distance based on the area where the waste is generated, and the results of each treatment company's treatment cost and treatment period for the calculated amount of indoor construction waste are provided. can

In addition, one or more decision-making plans are transmitted from the support unit of the main server to the manager server, and when one decision-making plan is selected from the manager server that receives the decision-making plans, a waste treatment plan is prepared based on the selected decision plan and a processing company server can be sent to

In addition, the calculation unit of the volume-based indoor building waste amount prediction system using an indoor scanner according to an embodiment of the present invention is an exclusion area setting unit that receives, from the manager server, exclusion area information that is not discarded or demolished from among the calculation area information. ; further, wherein, upon receiving the exclusion area information, the waste amount calculating unit may calculate a predicted waste amount for the remaining areas except for the exclusion area information among the calculation area information.

In addition, the calculating unit may include an image recognition unit for classifying an occupied volume by taking an image of the indoor architectural space, and the image recognition unit may include an object object including furniture among the occupied volumes located in the indoor architectural space; Occupancy volume information that classifies facilities installed in a building space can be obtained.

At this time, the image recognition unit performs deep learning learning using the occupied volume information DB that stores the occupied volume information, and can recognize the object object occupying the indoor architectural space where the image is taken through the occupied volume information DB. have.

The volume-based indoor building waste amount prediction system using an indoor scanner according to an embodiment of the present invention uses an indoor scanner to predict the amount of waste generated by facilities or occupants other than the basic indoor building space of a building. It has the advantage of predicting the amount of waste by scanning the

In addition, it is possible to obtain geographic information for processing the predicted amount of waste by communicating with the GIS system, and to provide or recommend a decision-making plan on the treatment cost or treatment method for waste, thereby enabling rapid treatment.

1 is a diagram showing the basic configuration of a volume-based indoor building waste amount prediction system using an indoor scanner according to an embodiment of the present invention.
2 is a diagram showing a detailed configuration of a main server.
3 is an exemplary view of an indoor architectural space for work viewed from the side.
4 is a side view of scan information obtained by scanning the indoor architectural space of FIG. 3 with an indoor scanner.
FIG. 5 is a side view of indoor building space information for the indoor building space of FIG. 3 .
6 is a view showing matching information obtained by matching the scan information of FIG. 4 and the indoor architectural space information of FIG. 5 from the side.
FIG. 7 is a side view showing operation area information checked by the data operation unit calculating the matching information of FIG. 6 .
FIG. 8 is a side view showing calculation area information in a state in which exclusion area information is input from the exclusion area setting unit to calculation area information of FIG. 7 .
FIG. 9 is a view showing a state in which an object is displayed by the occupied volume information obtained from the image recognition unit with respect to the operation area information of FIG. 7 .
10 is a conceptual diagram schematically illustrating a flow of waste treatment in an indoor building space by the configuration of a volume-based indoor building waste amount prediction system using an indoor scanner according to an embodiment of the present invention.

Hereinafter, the description of the present invention with reference to the drawings is not limited to specific embodiments, and various transformations may be applied and various embodiments may be provided. In addition, it should be understood that the contents described below include all transformations, equivalents, and substitutes included in the spirit and scope of the present invention.

In the following description, terms such as 1st, 2nd, etc. are terms used to describe various components, meanings are not limited thereto, and are used only for the purpose of distinguishing one component from other components.

Like reference numbers used throughout this specification refer to like elements.

As used herein, the singular expression includes the plural expression unless the context clearly dictates otherwise. In addition, terms such as "comprises", "comprises" or "have" described below are intended to designate the existence of features, numbers, steps, operations, components, parts, or combinations thereof described in the specification. It should be construed as not precluding the possibility of addition or existence of one or more other features, numbers, steps, operations, components, parts, or combinations thereof.

Hereinafter, a volume-based indoor construction waste prediction system using an indoor scanner according to an embodiment of the present invention will be described in detail with reference to FIGS. 1 to 10 .

1 is a diagram showing the basic configuration of a volume-based indoor building waste amount prediction system using an indoor scanner according to an embodiment of the present invention, FIG. 2 is a diagram showing a detailed configuration of a main server, and FIG. It is an exemplary view of looking at the building space from the side, and FIG. 4 is a view looking at the scan information obtained by scanning the indoor building space of FIG. 3 with an indoor scanner from the side, and FIG. 5 is the indoor building space of FIG. It is a view looking at the indoor architectural space information for Korea from the side, and FIG. 6 is a view showing the matching information obtained by matching the scan information of FIG. 4 and the indoor architectural space information of FIG. 5 from the side, and FIG. 7 is the matching information of FIG. It is a view showing the operation area information checked by the data operation unit from the side, and FIG. 8 is a view showing the operation area information in a state in which the exclusion area information is input from the exclusion area setting unit to the operation area information of FIG. 7 from the side. , FIG. 9 is a view showing a state in which an object is displayed by the occupied volume information obtained from the image recognition unit with respect to the operation area information of FIG. 7 .

1 to 2 , the volume-based indoor construction waste prediction system 1 using an indoor scanner according to an embodiment of the present invention may include a main server 100 and a manager server 200 . .

First, the main server 100 may be provided to predict the amount of indoor construction waste generated in demolishing an indoor construction space for reasons such as remodeling for a building such as a house, a shopping mall, or an apartment, and for the indoor construction space By performing a scan, it is possible to calculate the occupancy volume occupied by facilities occupying the indoor architectural space or by objects in the form of objects such as wardrobes, beds, chairs, and lockers.

At this time, the main server 100 may be configured to include a data collection unit 110 , an operation unit 120 , and a support unit 130 , and each configuration included in the main server 100 will be described in detail below. do.

The manager server 200 communicates with the main server 100 and communicates with the main server 100 to obtain information or makes a decision remotely and transmits it to the main server 100 can be provided.

In this case, the manager server 200 may be accessed using a PC capable of wired/wireless network communication or a smart device possessed by the manager, and only the manager registered in the manager server 200 may be connected.

In addition, the manager server 200 may be classified to manage separately for each indoor building space when there is more than one indoor building space under construction or scheduled to be in progress, and when the manager accesses the manager server 200 , the corresponding indoor By selecting the building space, the main server 100 can display the construction plan or progress status for the selected indoor building space on the manager server 200, and provide a treatment plan for demolishing the indoor building space to the manager server 200 You can get input from

Referring to FIG. 1 , the data collection unit 110 of the main server 100 according to an embodiment of the present invention may be configured to include an indoor scanner 10 , and an indoor scanner to be operated through the indoor scanner 10 . By scanning the building space A1 in three dimensions, it is possible to obtain scan information about the indoor building space A1.

At this time, the indoor scanner 10 is used in the indoor building space A1 for work, in the area occupied by various object objects arranged indoors, such as desks, lockers, shelves, and air conditioners, in the indoor building space A1, and the ceiling slab or bulkhead and The scan information V1 may be generated by recognizing a boundary surface or boundary line formed by an area occupied by a facility constructed together and an empty area among the indoor building space A1.

That is, the scan information V1 relates to the result confirmed by recognizing the boundary between the area occupied by the occupied volume including various objects and facilities in the indoor building space A1 and the empty area in the indoor building space A1. You can store it as a dimension.

At this time, the scan information V1 may display the space volume for the empty area based on the boundary surface or boundary line, but may also display the area occupied by the occupied volume in the indoor building space A1, preferably The scan information V1 may display information on an area excluding an empty area among the indoor building space A1.

In addition, the data collection unit 110 may be configured to include a building space information DB 111 in which basic information or building information about the indoor building space A1 to be worked is recorded and stored.

The building spatial information DB 111 includes the basic structure of the indoor building space A1, that is, the floor, walls, ceiling, and columns of the indoor building space A1 at the time of construction. is stored in a three-dimensional form, and when location information is input for the indoor building space A1 to be worked, it can be provided as the indoor building space information V2 for the corresponding indoor building space A1.

That is, when the data collection unit 110 acquires the scan information V1 using the indoor scanner 10 for the indoor building space A1 to be worked, the indoor building space A1 at the same location The building space information V2 may be transmitted from the building spatial information DB 111 .

At this time, the data collection unit 110 may receive information on the indoor building space A1 from the manager server 200 and search for the indoor building space information V2 from the building space information DB 111, but in this Without being limited, the data collection unit 110 receiving the scan information V1 automatically matches the information on the same indoor building space A1 in the building spatial information DB 111 to obtain the indoor building space information V2. You can also request it.

2 and 6 to 7 , the operation unit 120 of the volume-based indoor construction waste amount prediction system 1 using an indoor scanner according to an embodiment of the present invention includes a data matching unit 121 and a data operation unit ( 122) may be included.

First, the calculating unit 120 may be provided to calculate the amount of indoor building waste to be generated during demolition from the indoor building space A1 to be worked, and the scan information V1 obtained from the data collecting unit 110 and The area occupied by the occupied volume such as object objects and facilities can be calculated from the basic structure of the indoor building space A1 by using the indoor building space information V2.

The data matching unit 121 may match the scan information V1 and the indoor architectural space information V2 obtained by the data collection unit 110 into one three-dimensional space.

In more detail, the data matching unit 121 may overlap the scan information V1 and the indoor architectural space information V2 in one three-dimensional space as shown in FIG. 4, and are stored in three dimensions. The scan information V1 and the indoor building space information V2 can be matched by checking the respective location information so that the corresponding location information overlaps each other.

For example, if you want to calculate the amount of indoor construction waste generated in the office, scan information (V1) obtained by scanning the office using an indoor scanner and indoor building space information (V2) for the office floor surface of the office , the exterior wall position, the doorway, or the window can be displayed in one three-dimensional space so that they are all located identically.

That is, the data matching unit 121 performs matching for each piece of information by covering the scan information V1 with the indoor building space information V2 or covering the indoor building space information V2 with the scan information V1. can be carried out, and through this, matching information can be generated.

The data calculating unit 122 may receive the matching information V3 generated by the data matching unit 121 to calculate an area for calculating the amount of indoor construction waste.

In more detail, the data operation unit 122 receives the matching information V3 and performs an operation on the overlapping area in the scan information V1 and the indoor architectural space information V2 to obtain the operation area information V4. can do.

At this time, the data operation unit 122 excludes the overlapping area in the scan information V1 and the indoor architectural space information V2 in the data matching unit 121, that is, the occupied volume including the object object or the indoor building space ( In A1), the calculation area information (V4) can be obtained by checking and calculating the area occupied by the basic structure of the building.

In this case, the area occupied by the basic structure may be an area displayed in the indoor building space information V2. That is, the data operation unit 122 determines the occupancy volume of the remaining area after removing the area displayed in the indoor architectural space information V2 among the areas displayed in the scan information V1 and performs an operation to determine the operation area information V4. can be created with

Referring to FIG. 2 , the calculating unit 120 of the volume-based indoor building waste amount prediction system 1 using an indoor scanner according to an embodiment of the present invention includes a waste amount calculating unit 123 for calculating the indoor building waste amount. It may be configured to further include.

The waste amount calculating unit 123 may be provided to calculate the amount of indoor building waste that may be generated using the calculation area information V4 obtained by calculating the data calculating unit 122 .

At this time, the waste amount calculating unit 123 may calculate the amount of indoor building waste by using the calculation area information V4, and obtain predicted waste amount information expressed in mm ³ or m ³ with respect to the calculated amount of indoor building waste. can make it

At this time, the predicted waste amount information obtained from the waste amount calculation unit 123 is transmitted to the support unit 130 , or may be shared, and transmitted to the manager server 200 so that the manager can use it in the indoor building space (A1). It is possible to confirm the predicted waste amount information of

At this time, the waste amount calculating unit 123 may calculate the predicted waste amount by considering the total area displayed in the calculation area information V4 calculated from the data calculating unit 122 as the indoor building waste amount, except as described later. When the area setting unit 124 receives an input from the manager server 200 for the area to be excluded from the demolition target, the predicted waste amount may be calculated for the remaining areas except for the area to be excluded from the calculation area information V4. have.

10 is a conceptual diagram schematically illustrating the flow of waste treatment in an indoor building space by the configuration of a volume-based indoor building waste amount prediction system using an indoor scanner according to an embodiment of the present invention.

2 and 10 , the support unit 130 of the volume-based indoor building waste amount prediction system 1 using an indoor scanner according to an embodiment of the present invention may include a communication unit 131 .

First, the support unit 130 may be provided to provide information that can help decision-making in processing the predicted amount of waste calculated by the operation unit 120, and the communication unit 131 capable of wired/wireless network communication. ) to communicate with the GIS system (not shown) to receive the information of the waste treatment company registered in the GIS system (not shown).

At this time, the information of the processing company registered in the GIS system (not shown) may store one or more of information such as the location of the processing company, processing cost per unit volume, and processing time required.

At this time, the support unit 130 may provide the location information of the indoor building space A1 for work and information on the predicted waste amount calculated by the waste amount calculation unit 123 to the GIS system (not shown), and the GIS The system (not shown) may search for a processing company that matches information received from the support unit 130 among registered processing companies and provide it to the support unit 130 .

In more detail, in the GIS system (not shown), a candidate for a waste treatment company can be selected by using the location information of the indoor building space (A1) for work and information on the predicted amount of waste, and the selection of the treatment company candidate calculates the cost and period of disposal of indoor construction waste generated during demolition based on the location of the processing company registered in the GIS system (not shown), the processing cost per unit volume, and the processing time required, and sends it to the support unit 130 can provide

That is, the support unit 130 may list the list of processing companies in the order of distance from the indoor building space A1 to be worked through the GIS system (not shown), and in the listed list, the waste amount calculated by the waste calculation unit 123 may be listed. The time and cost required to process the predicted waste amount may be displayed, and the manager server 200 receives the list of treatment companies and allows the manager to put the list of treatment companies in the information of one of distance order, treatment cost, or treatment period. You can make it possible to check by sorting in ascending or descending order.

For example, when removing the occupied volume of the indoor building space (A1) in area A, the processing companies are listed in the order closest to the area A, and the processing costs and processing are listed on the left or right side of the list of processing companies sorted by distance The period or processing method can be displayed together.

At this time, the support unit 130 of the volume-based indoor building waste amount prediction system 1 using an indoor scanner according to an embodiment of the present invention communicates with the GIS system (not shown) and uses the information of the processing company to confirm the indoor construction. Can provide decision making for disposal of waste.

The decision making plan can select a candidate for a processing company that meets the criteria among processing companies identified in the GIS system (not shown) based on the information designated by the administrator through the administrator server 200, and is based on the criteria set by the administrator. Therefore, the list of all processing companies may be displayed, but preferably, three to five processing companies may be selected and provided to the manager server 200 for quick decision-making.

At this time, the support unit 130 may provide a decision proposal by separately analyzing each processing company by utilizing the information of the processing company received from the GIS system (not shown), but the present invention is not limited thereto. Accordingly, it may be possible to present a decision proposal in such a way that a list of processors is displayed.

For example, when you want to find a processing company within a 15km radius among processing companies that can be processed within 3 days, the manager server 200 lists 3 to 5 processing companies that meet the conditions, and one of them The processing company may be selected by the manager server 200 .

At this time, in the volume-based indoor building waste amount prediction system 1 using an indoor scanner according to an embodiment of the present invention, when one decision-making plan is selected from the manager server 200, the selected content is transmitted to the main server 100 The support unit 130 of the main server 100 that has received the decision-making selection information may communicate with the processing company server 300 in order to deliver the relevant contents to the corresponding processing company.

In the support unit 130 of the main server 100 , when a decision is selected from the manager server 200 and the corresponding content is received, the predicted waste amount information calculated from the waste amount calculation unit 123 , the manager server 200 . Information such as processing period, processing method, etc. inputted from the is aggregated and transmitted to the processing company server 300 managed by the processing company. Contracts to dispose of indoor building waste can be brought forward.

At this time, the support unit 130 of the main server 100 may process the information on the decision proposal selected from the manager server 200 and process it in the form of a contract or provisional contract and transmit it to the processing company server 300, In the case of processing in the form of a contract and delivering it to the processing company server 300, an official document that synthesizes information required by the processing company, such as the calculated amount of indoor construction waste or location, can be transmitted separately.

2 and 8, the calculation unit 120 of the volume-based indoor construction waste amount prediction system 1 using an indoor scanner according to an embodiment of the present invention may be configured to further include an exclusion area setting unit 124. have.

The exclusion area setting unit 124 may set an area not subject to demolition among the calculation area information V4 obtained by the data calculation unit 122 so that the waste amount calculation unit 123 does not calculate the predicted waste amount. .

In more detail, the exclusion area setting unit 124 may prevent calculation of the amount of indoor construction waste for the area in the case that slabs, temporary walls, or other facilities are not subject to demolition within the indoor building space, and the area to be excluded can be set as exclusion area information.

At this time, the exclusion area setting unit 124 may set exclusion area information V5 by receiving input from the manager server 200 for an area not subject to demolition, and the set exclusion area information V5 is the waste amount calculation unit 123 . ), and the waste amount calculation unit 123 calculates the predicted waste amount for the remaining space except for the exclusion area information V5 from the calculation area information V4 received from the data calculation unit 122. .

That is, the exclusion area setting unit 124 receives input from the manager server 200 for an area not subject to demolition among the indoor building space A1 and sets the exclusion area information V5, and calculates the amount of waste based on the set exclusion area information It is transmitted to the unit 123 so that the waste amount calculation unit 123 does not calculate the predicted waste amount for the space corresponding to the excluded area information.

2 and 9 , the operation unit 120 of the volume-based indoor construction waste amount prediction system 1 using an indoor scanner according to an embodiment of the present invention may further include an image recognition unit 125. have.

The image recognition unit 125 is an occupant volume including object objects including furniture such as desks, air conditioners, chairs, wardrobes, etc. occupying the space in the indoor architectural space A1, and facilities constructed such as ceiling slabs and bulkheads. It is possible to take an image for the , and to analyze the captured image information to classify the occupied volume according to the target.

In more detail, to classify the occupied volume occupying the space in the form of a thing object from the calculation area information V4 that is calculated by the data operation unit 122 and the occupied volume can be checked, and the occupied volume information V6 can be made to create

At this time, the image recognition unit 125 may perform learning such as deep learning and machine learning to recognize the object object with respect to the photographed image information, and occupied volume information in which image information about the object object is recorded for learning. It may be configured to include a DB (126).

The occupancy volume information DB 126 collects and records image information about objects that can be used in daily life, such as a residential space or an office, and learns the image information photographed by the image recognition unit 125. It is possible to recognize an object from among image information.

Occupancy volume information V6 that is learned by the occupancy volume information DB 126 in the image recognition unit 125 and recognized as an object object may be displayed in the operation area information V4 calculated by the data operation unit 122. .

At this time, the occupied volume information V6 may be displayed in the calculation area information V4, but is not limited thereto, and may be managed separately from the calculation area information V4, and each piece of information is stored in the waste amount calculation unit ( 123), and preferably, the calculation area information V4 and the occupied volume information V6 may be individually transmitted to the waste amount calculation unit 123, respectively.

That is, the waste amount calculation unit 123 calculates the predicted waste amount by using the received calculation area information V4, and uses the received occupied volume information V6 for the occupied volume including the object object and the like. The amount of waste can be calculated separately, and the volume ratio occupied by the occupied volume of objects, etc. among the predicted waste amount can be calculated by checking the ratio of the occupied volume information V6 among the calculation area information V4.

At this time, the waste amount calculation unit 123 may record the predicted waste amount information calculated as a whole and the predicted waste amount information on the object and the like, and transmit it to the support unit 130 , and the support unit 130 responds to the GIS result with respect to the above result. It can be transmitted to the processing company server 300 registered in the system (not shown).

That is, it is possible to accurately calculate a work plan for demolition and a processing unit price by allowing the processing company server 300 that receives the information on the predicted waste amount to distinguish the predicted waste amount for the object object and the facility.

Although embodiments of the present invention have been described above with reference to the accompanying drawings, those of ordinary skill in the art to which the present invention pertains can practice the present invention in other specific forms without changing the technical spirit or essential features of the present invention. you will be able to understand Accordingly, the embodiments described above are illustrative in all respects and not restrictive.

1: Waste amount prediction system
100: main server
110: data collection unit
111: architectural spatial information DB
120: arithmetic unit
121: data matching unit
122: data operation unit
123: waste amount calculation unit
124: exclusion area setting unit
125: image recognition unit
126: Occupancy volume information DB
130: support department
131: communication department
200: admin server
300: processor server
10: Indoor Scanner
A1: Indoor building space
V1: Scan information
V2: Indoor Architecture Space Information
V3: Matching information
V4: Calculation area information
V5: Excluded area information
V6: Occupancy volume information

Claims (12)

a main server that calculates the amount of waste generated in the indoor building space and processes information for processing the calculated amount of waste; and
Including; and a manager server provided to communicate with the main server and manage the indoor building space;
The main server is
a data collection unit that collects scan information indicating the area occupied by the occupied volume and indoor architectural space information indicating the area occupied by the basic structure of the indoor architectural space;
a calculation unit provided to match the scan information collected by the data collection unit with the indoor building space information to extract scan information from the indoor building space, and to calculate an expected amount of indoor building waste; and
A support unit for proposing a decision-making plan for processing the amount of indoor building waste based on information including one or more of a treatment plan for treating the amount of indoor building waste calculated by the calculation unit, a treatment price, and a treatment company; Volume-based indoor construction waste prediction system using indoor scanner
According to claim 1,
The data collection unit,
Including; indoor scanner for collecting scan information;
The indoor scanner,
A volume-based indoor building waste prediction system using an indoor scanner, characterized in that by scanning the boundary or boundary line of an empty area and an area occupied by an occupied volume including object objects and facilities by photographing an indoor architectural space, scan information is obtained
2. The method of claim 1
The data collection unit,
Including; an architectural spatial information DB in which basic structural information about a building or indoor architectural space is digitally stored;
Volume-based indoor building waste prediction system using an indoor scanner, characterized in that it acquires indoor building space information for an indoor building space for which the amount of waste is to be calculated from the building spatial information DB
According to claim 1,
The calculation unit,
Including; a data matching unit for matching the scan information and the indoor building space information;
The data matching unit,
Volume-based indoor building waste prediction system using an indoor scanner, characterized in that the scan information and the indoor building space information are matched to overlap in one three-dimensional space with respect to the same coordinates or the same location
5. The method of claim 4,
The calculation unit,
Remove the area overlapping with the indoor architectural space information from the scan information from the information matched by the data matching unit, and obtain calculation area information in which the space occupied by the occupied volume is displayed except for the empty space among the removed areas Volume-based indoor construction waste amount prediction system using an indoor scanner, characterized in that it further comprises a data calculation unit
6. The method of claim 5,
The calculation unit,
A volume-based indoor building waste amount prediction system using an indoor scanner, characterized in that it further comprises; a waste amount calculation unit for calculating a predicted waste amount from the calculation area information obtained by the data operation unit
According to claim 1,
The support department
A communication unit that communicates with the GIS system in which the processing company information including one or more of the processing unit price for the processing company that processes the waste, the location of the company, and the processing period per unit is registered;
Volume-based indoor construction disposal using an indoor scanner, characterized in that the communication unit provides one or more decision proposals for processing the amount of indoor construction waste calculated using the processing company information registered in the GIS system to the manager server Volume Prediction System
8. The method of claim 7,
The decision is
An indoor scanner, characterized in that the list of treatment companies is listed in order of distance based on the area where the waste is generated, and provides the results of the treatment cost and treatment period of each treatment company for the calculated amount of indoor construction waste Volume-based indoor construction waste amount prediction system using
8. The method of claim 7,
One or more decision-making plans are transmitted from the support unit of the main server to the manager server, and when one decision-making plan is selected from the manager server receiving the decision-making plan, a waste treatment plan is prepared based on the selected decision plan and transmitted to the processing company server Volume-based indoor construction waste prediction system using an indoor scanner, characterized in that
7. The method of claim 6,
The calculation unit,
Further comprising; an exclusion area setting unit receiving the exclusion area information that is not discarded or demolished from the operation area information from the manager server;
The waste amount calculation unit,
Volume-based indoor construction waste prediction system using an indoor scanner, characterized in that when the exclusion area information is received, the predicted waste amount is calculated for the remaining areas except for the exclusion area information among the calculation area information
6. The method of claim 5,
The calculation unit,
An image recognition unit for classifying an occupied volume by taking an image of the indoor architectural space; further comprising,
The image recognition unit,
Volume-based indoor construction waste amount prediction system using an indoor scanner, characterized in that it acquires occupied volume information that distinguishes a facility installed in a building space from an object object including furniture among the occupied volumes located in the indoor building space
12. The method of claim 11,
The image recognition unit,
Deep learning learning is performed using the occupancy volume information DB that stores the occupied volume information, and an object object occupying the indoor architectural space to be imaged is recognized through the occupied volume information DB Using an indoor scanner, characterized in that Volume-Based Indoor Building Waste Volume Prediction System

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