CN112434835A - Management system and method for weighing, metering and sale settlement of high-titanium slag and sandstone - Google Patents

Management system and method for weighing, metering and sale settlement of high-titanium slag and sandstone Download PDF

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CN112434835A
CN112434835A CN202011394208.8A CN202011394208A CN112434835A CN 112434835 A CN112434835 A CN 112434835A CN 202011394208 A CN202011394208 A CN 202011394208A CN 112434835 A CN112434835 A CN 112434835A
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weighing
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姚增远
王彬
冯伟
张涛
陈良星
杨志远
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Panzhihua Huanye Metallurgical Slag Exploiting Co ltd
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Abstract

The invention discloses a management system and a method for weighing, metering and selling settlement of high titanium slag and gravel, which can save the waiting time of a driver in line, optimize the goods picking process, facilitate the customers and reduce traffic jam through the operations of reservation at a user terminal, automatic weighing metering and the like. According to the invention, the weighing metering data and the sales system are shared in real time, so that the manual input amount of the data is greatly reduced, the labor intensity of staff is reduced, and the organization of the staff is optimized. The invention is provided with the video monitoring module, so that the sales process is more transparent, the traceability is realized, the sales management system is perfected, and some illegal operation events are prevented.

Description

Management system and method for weighing, metering and sale settlement of high-titanium slag and sandstone
Technical Field
The invention belongs to the field of sandstone factory management, and particularly relates to a management system and method for weighing, metering and sale settlement of high-titanium slag sandstone.
Background
At present, weighing measurement and sale settlement management of high-titanium slag sandstone are completed by two independent systems of weighing measurement and sale settlement. The weighing system needs a driver to pass through empty weighing and then heavy weighing when the vehicle passes through weighing, and the driver needs to get off to orally report information such as the name of goods, license plate numbers and transportation units, so that the weighing system is long in weighing time and low in efficiency, the vehicle can be frequently queued for waiting, the transportation efficiency of the vehicle is seriously influenced, the traffic can be influenced, and the normal production on site and the road traffic can be influenced in serious cases. The sale settlement system operates independently, firstly, a customer signs a purchase contract with a sale department, then a goods pick-up ticket is taken from the sale department, loading is carried out at a goods pick-up point, and finally, the pound room can be used for passing a pound and a ticket is issued to finish the sale work. The sales management mode is long in process, effective monitoring is not carried out in the sales link, some illegal operations are easy to occur, and the sales efficiency is not improved.
The independent operation of the two systems also has the following problems: 1. because data cannot be in butt joint and shared in time, a large amount of data needs to be counted and recorded manually, the labor intensity is high, and negative effects on sales work are easily caused by input error events; 2. the vehicle weighing speed is low, the average single weighing time is 3 minutes, and the vehicle can block traffic and influence field production organization when queuing and waiting for serious weighing; 3. the use of a large number of paper delivery tickets and lists causes resource waste and increases of sales cost.
Disclosure of Invention
Aiming at the defects in the prior art, the management system for weighing, metering and selling settlement of the high-titanium slag sandstone is provided by the invention, so that the problems in the prior art are solved.
In order to achieve the purpose of the invention, the invention adopts the technical scheme that: a management system for weighing, metering and selling settlement of high-titanium slag and gravel comprises a management module, and a client module, a license plate recognition module, a video monitoring module, a scale metering module, a selling statistics module and a financial settlement module which are respectively connected with the management module;
the user side module is used for filling the name of the goods to be picked up and the information of the goods picking unit, sending a goods picking reservation to the management module, providing the weighing condition of the goods picking vehicle and displaying the balance information of a user account; the license plate recognition module is used for recognizing the license plate number of the truck and transmitting the license plate number to the management module; the video monitoring module is used for shooting a full-body picture, a cargo picture and a license plate picture of the weighing vehicle and transmitting the pictures to the management module; the platform scale metering module is used for weighing the vehicle and transmitting weighing information to the management module; the sales statistic module is used for receiving the weighing information and the contract information transmitted by the management module and carrying out statistic storage on the information of the sold products; the financial settlement module is used for performing financial settlement according to the sales information of the sales statistic module; the management module is used for inputting sales contract orders and customer prepayment information, receiving data of the license plate recognition module, the video monitoring module, the platform scale metering module, the sales counting module and the financial settlement module, recognizing license plates, receiving appointments of the user side module, associating the sales information and the settlement information with recognized license plates, and sending the settlement information to the user side of a user corresponding to the recognized license plates.
The invention has the beneficial effects that:
(1) the invention provides a management system for weighing, metering and selling settlement of high-titanium slag and sandstone, which does not need manual recording and improves settlement efficiency.
(2) The invention can display the vehicle weighing information at the user terminal, and can quickly settle accounts through the weighing information, thereby saving time and avoiding the congestion problem caused by weighing queuing.
(3) The data of the invention is digital data, and paper is not needed, thus avoiding paper waste and problems caused by loss of the paper for recording data.
A management method for weighing, metering and sale settlement of high titanium slag and sandstone comprises the following steps:
s1, inputting the sale contract information and the client prepayment information into the management module;
s2, filling the goods picking name and the information of the goods picking unit through the user side module of the truck owner, and sending a goods picking appointment to the management module;
s3, judging whether sales contract information and customer prepayment information corresponding to the goods pick-up appointment exist through the management module, if so, entering a step S4, otherwise, refusing the goods pick-up appointment, and finishing the management of weighing, metering and sales settlement of the high titanium slag sandstone;
s4, sending the goods picking reservation information to a user side module of a delivery team, and loading the high-titanium slag sandstone according to the sales contract information;
s5, weighing the cargo vehicle through the platform scale metering module, photographing and evidence obtaining through the video monitoring module respectively, and recognizing the number of the license plate through the license plate recognition module;
s6, according to the weighing information and the sales contract information, the sales statistics module is used for carrying out statistics and storage on the sold product information, the evidence obtaining photo and the recognized license plate number to obtain sales information;
and S7, performing financial settlement through the financial settlement module according to the sales information, and sending the settlement information to the client module of the truck owner to complete the management of weighing measurement and sales settlement of the high-titanium slag sandstone.
Further, the specific method for recognizing the license plate number through the license plate recognition module in step S5 is as follows:
a1, collecting an image containing a license plate number;
a2, preprocessing a license plate number image;
and A3, recognizing the preprocessed image by adopting a BP neural network to obtain a license plate number recognition result.
Further, the step a2 is specifically:
a2.1, converting the license plate number image into a gray image;
a2.2, carrying out gray correction on the gray image to obtain a corrected image;
and A2.3, smoothing the corrected image to finish the preprocessing of the license plate number image.
Further, the step a3 specifically includes:
a3.1, collecting a plurality of scanning piece samples and constructing a loss function;
a3.2, training the BP neural network by adopting a gradient descent method and taking the minimum loss function as a target until the loss function is smaller than a threshold value A, and finishing the training of the BP neural network;
and A3.3, recognizing the preprocessed image by using the trained BP neural network to obtain a license plate number recognition result.
Further, the loss function E in step a3.1 is specifically:
Figure BDA0002814041700000041
wherein P is 1,2, …, P represents the total number of scan sample, k is 1,2, …, L represents the total number of neurons in the output layer of the character recognition network,
Figure BDA0002814041700000042
representing the expected output of the sample p at the kth neuron in the output layer,
Figure BDA0002814041700000043
representing the actual output of the k-th neuron of sample p at the output layer.
Further, the actual output
Figure BDA0002814041700000044
Comprises the following steps:
Figure BDA0002814041700000045
where ψ () represents the activation function of the output layer, netkDenotes the input of the kth neuron of the output layer, i ═ 1,2, …, q, q denotes the total number of neurons of the hidden layer of the character recognition network, wkiRepresents the weight value between the k-th neuron of the output layer and the i-th neuron of the hidden layer, wijRepresenting the weight, y, between the ith neuron of the hidden layer to the jth neuron of the input layeriOutput representing the ith neuron of the hidden layer of the character recognition network, akRepresents the threshold of the kth neuron of the output layer, phi () represents the excitation function of the hidden layer, j is 1,2, …, M represents the total number of neurons of the input layer of the character recognition network, xjRepresenting the input of the jth neuron of the input layer, θiRepresenting the threshold of the ith neuron of the hidden layer.
The invention has the beneficial effects that:
(1) the customer can save the waiting time of the driver in line, optimize the goods picking process, bring convenience to the customer and reduce traffic jam through the operations of user end reservation, automatic weighing measurement and the like.
(2) According to the invention, the weighing metering data and the sales system are shared in real time, so that the manual input amount of the data is greatly reduced, the labor intensity of staff is reduced, and the organization of the staff is optimized.
(3) The invention is provided with the video monitoring module, so that the sales process is more transparent, the traceability is realized, the sales management system is perfected, and some illegal operation events are prevented.
Drawings
FIG. 1 is a schematic view of a management system for weighing, metering and sale settlement of high titanium slag sand.
FIG. 2 is a flow chart of a management method for weighing, metering and sale settlement of high titanium slag sand.
Detailed Description
The following description of the embodiments of the present invention is provided to facilitate the understanding of the present invention by those skilled in the art, but it should be understood that the present invention is not limited to the scope of the embodiments, and it will be apparent to those skilled in the art that various changes may be made without departing from the spirit and scope of the invention as defined and defined in the appended claims, and all matters produced by the invention using the inventive concept are protected.
Embodiments of the present invention will be described in detail below with reference to the accompanying drawings.
As shown in fig. 1, a management system for weighing, metering, selling and settling high titanium slag and gravel comprises a management module, and a client module, a license plate recognition module, a video monitoring module, a scale metering module, a sale counting module and a financial settlement module which are respectively connected with the management module;
the user side module is used for filling the name of the goods to be picked up and the information of the goods picking unit, sending a goods picking reservation to the management module, providing the weighing condition of the goods picking vehicle and displaying the balance information of a user account; the license plate recognition module is used for recognizing the license plate number of the truck and transmitting the license plate number to the management module; the video monitoring module is used for shooting a full-body picture, a cargo picture and a license plate picture of the weighing vehicle and transmitting the pictures to the management module; the platform scale metering module is used for weighing the vehicle and transmitting weighing information to the management module; the sales statistic module is used for receiving the weighing information and the contract information transmitted by the management module and carrying out statistic storage on the information of the sold products; the financial settlement module is used for performing financial settlement according to the sales information of the sales statistic module; the management module is used for inputting sales contract orders and customer prepayment information, receiving data of the license plate recognition module, the video monitoring module, the platform scale metering module, the sales counting module and the financial settlement module, recognizing license plates, receiving appointments of the user side module, associating the sales information and the settlement information with recognized license plates, and sending the settlement information to the user side of a user corresponding to the recognized license plates.
The invention has the beneficial effects that:
(1) the invention provides a management system for weighing, metering and selling settlement of high-titanium slag and sandstone, which does not need manual recording and improves settlement efficiency.
(2) The invention can display the vehicle weighing information at the user terminal, and can quickly settle accounts through the weighing information, thereby saving time and avoiding the congestion problem caused by weighing queuing.
(3) The data of the invention is digital data, and paper is not needed, thus avoiding paper waste and problems caused by loss of the paper for recording data.
As shown in fig. 2, a management method for weighing, metering and selling settlement of high titanium slag sand includes the following steps:
s1, inputting the sale contract information and the client prepayment information into the management module;
s2, filling the goods picking name and the information of the goods picking unit through the user side module of the truck owner, and sending a goods picking appointment to the management module;
s3, judging whether sales contract information and customer prepayment information corresponding to the goods pick-up appointment exist through the management module, if so, entering a step S4, otherwise, refusing the goods pick-up appointment, and finishing the management of weighing, metering and sales settlement of the high titanium slag sandstone;
s4, sending the goods picking reservation information to a user side module of a delivery team, and loading the high-titanium slag sandstone according to the sales contract information;
s5, weighing the cargo vehicle through the platform scale metering module, photographing and evidence obtaining through the video monitoring module respectively, and recognizing the number of the license plate through the license plate recognition module;
s6, according to the weighing information and the sales contract information, the sales statistics module is used for carrying out statistics and storage on the sold product information, the evidence obtaining photo and the recognized license plate number to obtain sales information;
and S7, performing financial settlement through the financial settlement module according to the sales information, and sending the settlement information to the client module of the truck owner to complete the management of weighing measurement and sales settlement of the high-titanium slag sandstone.
The specific method for recognizing the license plate number through the license plate recognition module in the step S5 is as follows:
a1, collecting an image containing a license plate number;
a2, preprocessing a license plate number image;
and A3, recognizing the preprocessed image by adopting a BP neural network to obtain a license plate number recognition result.
The step a2 specifically includes:
a2.1, converting the license plate number image into a gray image;
a2.2, carrying out gray correction on the gray image to obtain a corrected image;
and A2.3, smoothing the corrected image to finish the preprocessing of the license plate number image.
The step A3 is specifically as follows:
a3.1, collecting a plurality of scanning piece samples and constructing a loss function;
a3.2, training the BP neural network by adopting a gradient descent method and taking the minimum loss function as a target until the loss function is smaller than a threshold value A, and finishing the training of the BP neural network;
and A3.3, recognizing the preprocessed image by using the trained BP neural network to obtain a license plate number recognition result.
The loss function E in step a3.1 is specifically:
Figure BDA0002814041700000071
wherein P is 1,2, …, P represents the total number of scan sample, k is 1,2, …, L represents the total number of neurons in the output layer of the character recognition network,
Figure BDA0002814041700000081
representing the expected output of the sample p at the kth neuron in the output layer,
Figure BDA0002814041700000082
representing the actual output of the k-th neuron of sample p at the output layer.
The actual output
Figure BDA0002814041700000083
Comprises the following steps:
Figure BDA0002814041700000084
where ψ () represents the activation function of the output layer, netkDenotes the input of the kth neuron of the output layer, i ═ 1,2, …, q, q denotes the total number of neurons of the hidden layer of the character recognition network, wkiRepresents the weight value between the k-th neuron of the output layer and the i-th neuron of the hidden layer, wijRepresenting the weight, y, between the ith neuron of the hidden layer to the jth neuron of the input layeriOutput representing the ith neuron of the hidden layer of the character recognition network, akRepresents the threshold of the kth neuron of the output layer, phi () represents the excitation function of the hidden layer, j is 1,2, …, M represents the total number of neurons of the input layer of the character recognition network, xjRepresenting the input of the jth neuron of the input layer, θiRepresenting the threshold of the ith neuron of the hidden layer.
In this embodiment, the weighing metering management is performed by using the technical scheme of the present application, and the single weighing time is shortened from the original average 3 minutes to within an average 0.5 minute.
The invention has the beneficial effects that:
(1) the customer can save the waiting time of the driver in line, optimize the goods picking process, bring convenience to the customer and reduce traffic jam through the operations of user end reservation, automatic weighing measurement and the like.
(2) According to the invention, the weighing metering data and the sales system are shared in real time, so that the manual input amount of the data is greatly reduced, the labor intensity of staff is reduced, and the organization of the staff is optimized.
(3) The invention is provided with the video monitoring module, so that the sales process is more transparent, the traceability is realized, the sales management system is perfected, and some illegal operation events are prevented.

Claims (7)

1. A management system for weighing, metering and selling settlement of high-titanium slag and gravel is characterized by comprising a management module, and a client module, a license plate recognition module, a video monitoring module, a scale metering module, a selling statistics module and a financial settlement module which are respectively connected with the management module;
the user side module is used for filling the name of the goods to be picked up and the information of the goods picking unit, sending a goods picking reservation to the management module, providing the weighing condition of the goods picking vehicle and displaying the balance information of a user account; the license plate recognition module is used for recognizing the license plate number of the truck and transmitting the license plate number to the management module; the video monitoring module is used for shooting a full-body picture, a cargo picture and a license plate picture of the weighing vehicle and transmitting the pictures to the management module; the platform scale metering module is used for weighing the vehicle and transmitting weighing information to the management module; the sales statistic module is used for receiving the weighing information and the contract information transmitted by the management module and carrying out statistic storage on the information of the sold products; the financial settlement module is used for performing financial settlement according to the sales information of the sales statistic module; the management module is used for inputting sales contract orders and customer prepayment information, receiving data of the license plate recognition module, the video monitoring module, the platform scale metering module, the sales counting module and the financial settlement module, recognizing license plates, receiving appointments of the user side module, associating the sales information and the settlement information with recognized license plates, and sending the settlement information to the user side of a user corresponding to the recognized license plates.
2. A management method for weighing, metering and sale settlement of high titanium slag and sandstone is characterized by comprising the following steps:
s1, inputting the sale contract information and the client prepayment information into the management module;
s2, filling the goods picking name and the information of the goods picking unit through the user side module of the truck owner, and sending a goods picking appointment to the management module;
s3, judging whether sales contract information and customer prepayment information corresponding to the goods pick-up appointment exist through the management module, if so, entering a step S4, otherwise, refusing the goods pick-up appointment, and finishing the management of weighing, metering and sales settlement of the high titanium slag sandstone;
s4, sending the goods picking reservation information to a user side module of a delivery team, and loading the high-titanium slag sandstone according to the sales contract information;
s5, weighing the cargo vehicle through the platform scale metering module, photographing and evidence obtaining through the video monitoring module respectively, and recognizing the number of the license plate through the license plate recognition module;
s6, according to the weighing information and the sales contract information, the sales statistics module is used for carrying out statistics and storage on the sold product information, the evidence obtaining photo and the recognized license plate number to obtain sales information;
and S7, performing financial settlement through the financial settlement module according to the sales information, and sending the settlement information to the client module of the truck owner to complete the management of weighing measurement and sales settlement of the high-titanium slag sandstone.
3. The management method for the weighing, metering, and sale settlement of the high titanium slag sandstone, according to claim 2, wherein the specific method for identifying the number of the license plate through the license plate identification module in the step S5 is as follows:
a1, collecting an image containing a license plate number;
a2, preprocessing a license plate number image;
and A3, recognizing the preprocessed image by adopting a BP neural network to obtain a license plate number recognition result.
4. The management method for the weighing, metering and sale settlement of the high titanium slag sand, as claimed in claim 3, wherein said step A2 is specifically:
a2.1, converting the license plate number image into a gray image;
a2.2, carrying out gray correction on the gray image to obtain a corrected image;
and A2.3, smoothing the corrected image to finish the preprocessing of the license plate number image.
5. The management method for the weighing, metering and sale settlement of the high titanium slag sand, as claimed in claim 4, wherein the step A3 is specifically as follows:
a3.1, collecting a plurality of scanning piece samples and constructing a loss function;
a3.2, training the BP neural network by adopting a gradient descent method and taking the minimum loss function as a target until the loss function is smaller than a threshold value A, and finishing the training of the BP neural network;
and A3.3, recognizing the preprocessed image by using the trained BP neural network to obtain a license plate number recognition result.
6. The method for managing the weighing, metering and sale settlement of the high titanium slag sand and stone according to claim 5, wherein the loss function E in the step A3.1 is specifically as follows:
Figure FDA0002814041690000031
wherein P is 1,2, …, P represents the total number of scan sample, k is 1,2, …, L represents the total number of neurons in the output layer of the character recognition network,
Figure FDA0002814041690000032
representing the expected output of the sample p at the kth neuron in the output layer,
Figure FDA0002814041690000033
representing the actual output of the k-th neuron of sample p at the output layer.
7. The method of claim 6, wherein the actual output is a real output from the management of the weighing, metering, and sales settlement of the high titanium slag sand
Figure FDA0002814041690000034
Comprises the following steps:
Figure FDA0002814041690000035
where ψ () represents the activation function of the output layer, netkDenotes the input of the kth neuron of the output layer, i ═ 1,2, …, q, q denotes the total number of neurons of the hidden layer of the character recognition network, wkiRepresents the weight value between the k-th neuron of the output layer and the i-th neuron of the hidden layer, wijRepresenting the weight, y, between the ith neuron of the hidden layer to the jth neuron of the input layeriOutput representing the ith neuron of the hidden layer of the character recognition network, akRepresents the threshold of the kth neuron of the output layer, phi () represents the excitation function of the hidden layer, j is 1,2, …, M represents the total number of neurons of the input layer of the character recognition network, xjRepresenting the input of the jth neuron of the input layer, θiRepresenting the threshold of the ith neuron of the hidden layer.
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Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106845478A (en) * 2016-12-30 2017-06-13 同观科技（深圳）有限公司 The secondary licence plate recognition method and device of a kind of character confidence level
WO2018038695A1 (en) * 2017-03-14 2018-03-01 Lysyk Valentyna Mykolaivna The system of selection (options), reproduction and rotation of photo and/or video content, as well as monitoring of quantity of goods and method (options) for its implementation
CN110046862A (en) * 2019-04-25 2019-07-23 上海灯笼果技术有限责任公司 A kind of quotient mixes the management system and method for the generation of electronic enterprise manifest, confirmation and reconciliation
CN110610335A (en) * 2019-08-30 2019-12-24 内蒙古中煤远兴能源化工有限公司 Intelligent purchase and sale management system for chemical enterprises
CN111199374A (en) * 2019-12-31 2020-05-26 河南云煤网网络科技有限责任公司 Goods in-and-out-of-factory identity recognition and metering settlement method and system

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106845478A (en) * 2016-12-30 2017-06-13 同观科技（深圳）有限公司 The secondary licence plate recognition method and device of a kind of character confidence level
WO2018038695A1 (en) * 2017-03-14 2018-03-01 Lysyk Valentyna Mykolaivna The system of selection (options), reproduction and rotation of photo and/or video content, as well as monitoring of quantity of goods and method (options) for its implementation
CN110046862A (en) * 2019-04-25 2019-07-23 上海灯笼果技术有限责任公司 A kind of quotient mixes the management system and method for the generation of electronic enterprise manifest, confirmation and reconciliation
CN110610335A (en) * 2019-08-30 2019-12-24 内蒙古中煤远兴能源化工有限公司 Intelligent purchase and sale management system for chemical enterprises
CN111199374A (en) * 2019-12-31 2020-05-26 河南云煤网网络科技有限责任公司 Goods in-and-out-of-factory identity recognition and metering settlement method and system

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