WO2022118098A1

WO2022118098A1 - An αι-based system for processing of industrial raw materials and different operations thereof

Info

Publication number: WO2022118098A1
Application number: PCT/IB2021/058051
Authority: WO
Inventors: Hamed BAGHERI
Original assignee: Bagheri Hamed
Priority date: 2021-09-03
Filing date: 2021-09-03
Publication date: 2022-06-09

Abstract

It is the time to explore, find and process raw materials, to propose and prepare methods, instruments and facilities of processing, to control the materials, methods, instruments and facilities while processing (e.g. extraction, mining, excavation), and to assess and control processed materials or related products completely automatically, by artificial intelligence means (AI-Based), and to watch the materials and the products before/during/after processing them [Fig. 1]. This system, HAMED MD, is a comprehensive one to do this and to help all the people around the world or even universe, when travelling to Moon or Mars for instance, disregarding of their race, religion, wealth, etc. It also could be useful for those that are in distant places without accessing to specialists (e.g. mining engineers), those who live in poor areas or those who travel to distant places without accessing to any specialist. HAMED MD is a completely automatic doctor to explore, find and process raw materials, to propose and prepare methods, instruments and facilities of processing, to control the materials, methods, instruments and facilities while processing (e.g. extraction, mining, excavation), and to assess and control processed materials or related products. HAMED MD can help clients find, process, assess and control all kind of materials and related products without any human assistance (e.g. engineer's help) to watch if the materials/products are in good conditions from initial stages (raw materials) to processed materials or related products, and to monitor damages/problems in the materials or related products (if any), the instruments/facilities used in processes and the environmental conditions in which the materials/products are and will be processed. HAMED MD can be used for all kind of materials and related products. Providing that HAMED MD will be used globally, raw and processed materials and related products can be monitored around the world and some useful information (like availability of certain materials in the case of needs in different areas) can be obtained and managed. Thereby, HAMED MD can estimate required future needs like human resources and other facilities to handle different situations before they actually would be happened. As shown in [fig. 1], MD.DATABASE Unit stores all the data required for HAMED MD, and MD.ALGORITHMS Unit represents correct forms of the materials, related products, and methods, instruments and facilities of processing the materials in different stages (from raw materials to processed ones) with regard to their needed costs and proposed revenues, and the environmental conditions in which the materials are processing in order to be controlled more easily in MD.AIU Unit for further analysis. MD.DATABASE and MD.ALGORITHMS units shape the first stream reaching MD.AIU Unit. The second stream includes MD.INPUTS and MD.PROCESSING units which then are joined to the first stream and connected to MD.AIU Unit. MD.AIU is the heart of the system and is responsible to explore, detect, process, control and assess the materials (raw, while processing, processed/produced) and related products, to propose, prepare and control methods, instruments and facilities of processing, and to check and control the environmental conditions in which the materials are processing and producing in order to maintain/enhance quality and efficiency of the materials, related products, methods, instruments and facilities of processing (analyzing the output of MD.PROCESSING Unit with regard to MD.DATABASE and MD.ALGORITHMS units). The next step of HAMED MD is to tell the results to the clients via MD.COMM Unit. Ultimately, there are some sorts of facilities that can be offered by HAMED MD named as: MD.CW, MD.RA, MD.SUP, MD.FIN, MD.INSUR, MD.EMP, MD.MARK, MD.LEARN, and MD.MAN. Key words: Material, Metallurgy, Doctor, Metal, Process, Mine, Excavate, Extract, Artificial Intelligence, AI, Virtual, Instrument, Facility, Machine Learning, Pattern Recognition, Statistics, Data, Insurance, Finance, Learn, Marketing, Management, Business, Administration, Engineer, Supplier.

Description

Description: Title of Invention:

AN AI-BASED SYSTEM FOR PROCESSING OF INDUSTRIAL RAW MATERIALS AND

DIFFERENT OPERATIONS THEREOF

Technical Field

[0001] It is the time to explore, find and process raw materials, to propose and prepare methods, instruments and facilities of processing, to control the materials, methods, instruments and facilities while processing (e.g. extraction, mining, excavation), and to assess and control processed materials or related products completely automatically, by artificial intelligence means (Al-Based), to watch the materials and the products before/during/after processing them [Fig. 1], This system, HAMED MD, is a comprehensive one to do this and to help all the people around the world or even universe, when travellingto Moon or Mars for instance, disregarding of their race, religion, wealth, etc. It also could be useful forthose that are in distant places without accessing to specialists (e.g. mining engineers), those who live in poor areas or those who travel to distant places without accessing to any specialist. The benefit of HAM ED M D is to help exploring, finding, processing, assessing and controlling all kind of materials and related products to see if the materials/products are in good conditions from initial stages (raw materials) to processed materials or related products. HAMED MD can also monitor damages/inefficiencies in the materials or related products (if any), the methods/instruments/facilities used in processes and the environmental conditions in which the materials/products are and will be processed . HAM ED M D can be usedfor all kind of materials like metals, stones, pearls, gold, silver, copper, treasures and so on. Providing that HAMED MD will be used globally, raw and processed materials and related products can be monitored around the world and some useful information (like availability of certain materials in the case of needs in different areas) can be obtained and managed. Thereby, HAMED M Dean estimate required future needs like human resources and otherfacilities to handle different situations before they actually would be happened .

[0002] First, there is a need forcollecting all the data required to control the materials, related materials, processes, methods, instruments and facilities: MD. DATABASE Unit. In this unit, general, specific, environmental conditions, and costs and revenues data should be prepared forfurtheranalysis. General data contains data of all materials (raw or processed ones) and related products in addition to methods, instruments and facilities of processing, e.g. shape and color of raw materials. U nique data of the materials found and processed by each client, used methods, instruments and facilities of processing, and characteristics of the processed materials and related products can be stored as specific data. Otherdata in MD.DATABASE Unit contains: the environmental conditions in which the materials (or related products) are and are processed, as well as costs of processing of each material (or related product) and calculated revenues.

[0003] All the data from MD.DATABASE Unit is sorted and prepared in MD.ALGORITHMS Unit for every single material (or related product) and method/instrument/facility of processing of the materials in such a way that can show correct forms of the materials, related products, and methods, instruments and facilities of processing the materials in different stages (from raw materials to processed ones) with regard to their needed costs and proposed revenues, and the environmental conditions in which the materials are processing in order to be controlled more easily in MD.AIU Unit with the information that will be extracted and processed via MD. INPUTS and MD.PROCESSING units. A simplified example of such algorithms is represented in [Fig. 2], [0004] MD. DATABASE and MD. ALGORITHMS units are designed to classify the materials/product, methods, instruments and facilities of processing and other related data based on existed knowledge. These units can be the first stream of HAMED MD. The second stream is to analyze the materials (raw, processed ones and while processing) and related products of the clients, and the methods, instruments and facilities of processing used by the clients, in addition to the environmental conditions to get information about them. This stream contains two stages named MD.INPUTS Unit and MD.PROCESSING Unit.

[0005] MD.INPUTS Unit is added to HAMED MD for getting data of the raw materials, the materials while processing, produced materials and related products of the clients, used methods, instruments and facilities of processing, and the environmental conditions directly or indirectly. A person can tell the system some features manually like owned raw material(s). In addition, HAMED MD can monitor conditions of the materials/products, methods, instruments and facilities of processing, and the environment using some electronic devices such as cameras, and special sensors (e.g. infrared, ultra-sonic, location).

[0006] In MD.PROCESSING Unit, data from MD.INPUTS Unit will be analyzed. The primary purpose of this unit is to check and understand properties (e.g. shape) of the materials (raw, while processing, processed/produced), related products, methods, instruments and facilities of processing, and the environmental conditions in which the materials are processing and producing. It is also feasible to get data (from the MD.INPUTS Unit) before and after a period of time, then, changes in the materials and related products (or otherrelated information) can be drawn. Other data from MD.INPUTS unit will also be checked and processed, like the data told HAMED MD by the client manually using voice processing techniques.

[0007] The output of the two streams introduced earlier would then go to the artificial intelligence unit (MD.AIU), those are the output of MD. ALGORITHMS and MD.PROCESSING units. MD.AIU is the heart of the system and is responsible to explore, detect, process, control and assess the materials (raw, while processing, processed/produced) and related products, to propose, prepare and control methods, instruments and facilities of processing, and to check and control the environmental conditions in which the materials are processing and producing in order to maintain/enhance quality and efficiency of the materials, related products, methods, instruments and facilities of processing (analyzing the output of MD.PROCESSING Unit with regard to M D. DATABASE and MD. ALGORITHMS units). This matching process can be done using different artificial intelligence techniques like machine learning, pattern recognition, statistics, data mining, and so on. Also, MD.AIU can access to MD. DATABASE Unit and write data gathered from the materials, related products, methods, instruments and facilities of processing, the environment and others there (for the user), or get any data needed for its main tasks.

[0008] The nextstep of HAMED M D is to tell the results to the clients via MD.COM M Unit. It is preferred to use deep fake for making HAMED MD more realistic. This will help people to contact with the system more easily and feel bettercontacting with HAMED MD. It can be the face of a person, like myself, or an animation character. Kids may make contacts with animation better. Clients can choose whoeverwant to be their materials doctor. MD.COMM Unit can tell the clients the conditions of the materials, related products, required methods, instruments and facilities of processing, the environment (or other related issues). If HAMED MD would detectsome deficiencies in processingthe materials or proposed methods, instruments and facilities, MD.COMM Unit will communicate failures detected in MD.AIU Unit and tell necessary and required actions to the clients. For instance, if the characteristics of a processed material is not appropriate and HAMED MD detects a defect in the method of processing used by the client, required correction(s) will be communicated to the client via MD.COMM unit. If the system could not reach a decision due to incomplete or inaccurate data of the materials, related products, methods, instruments and facilities of processing or other inputs, MD.COMM will tell the clients and the process will be jumped backed to the initial stage, MD. IN PUTS. Providing that some further required actions (like correction(s)) requested by the clients or detected by the system, HAMED MD can offer some sorts of solutions: continuous watching of the materials, related products, methods, instruments and facilities of processing, and the environment (MD.CW), real assistants' (e.g. engineers') help (MD.RA), needed instruments or facilities for processing or other tasks (MD.SUP), financing for purchasing instruments or other facilities (MD.FIN), insurance offers (MD.INSUR), needed workforces/employees (MD.EMP), marketing the products (MD.MARK) and learning about materials, related products, related methods, instruments and facilities of processing, and so on (MD.LEARN). The results of all the materials, related products, methods, instruments and facilities of processing of the materials owned, produced or done by all the clients can then be gathered in MD.MAN Unit. These units will be described in the following paragraphs.

[0009] HAMED MD can offer continuous watching via MD.CW Unit to help clients controlling the materials/products, processes, the environmental conditions and the tasks (mentioned as MD.AIU main tasks) seamlessly and in any places. This feature is very helpful for watching the materials/products, and the processes continuously without any helps of humans like mining engineers.

[0010] In some cases, clients may desire to consult with real assistants (e.g. mining engineers), or the system cannot reach a decision and need helps from real experts for instance, so MD.RA Unit is responsible to make connections with real humans and experts. Experts (like engineers) can also use HAMED MD via MD.RA Unit to get extra information based on the data stored in MD. DATABASE Unit as well as information of their materials/products, the processes and the environment analyzed by HAMED MD.

[0011] Clients may need some sorts of instruments or facilities to explore/ ind, process, assess and control the materials and related products, thereby, MD.SUP Unit can provide those facilities and instruments directly (using its own delivery system) or by making relationships with other companies or stores. This feature can help clients satisfying their needs while using HAMED MD easily, no matterwhere they live.

[0012] MD.FIN Unit can help clients buyingtheir needs like instruments orfacilities by providingfinancing facilities (e.g. loan).

[0013] HAMED MD, via MD.INSUR Unit, can insure the materials/products, properties/instruments/facilities (e.g. mines), employees and so on, or make relationships with other insurance companies to help supporting clients financially if they encounter any issues while using the system.

[0014] MD.EMP Unit is designed to help clients to find any workforces (employees) they may need during the process of exploring, finding, processing, assessing and controlling the materials and related products. [0015] To sell the materials or related products (e.g. golds, jewelries) of HAMED MD, MD.MARK Unit is attached to HAM ED M D to help clients for marketing purposes such as evaluating supply and demand for each material (and related product), appropriate markets forthe product and so on.

[0016] MD. LEARN Unit is a way for clients to learn about different materials and related products, methods, instruments and facilities of processing the materials, and so on for increasing their knowledge or justfor entertainment.

[0017] Information of clients at collective level can be gathered and monitored via MD.MAN Unit. It is a whole management unit and is useful to understand societies' information like available materials (whether are raw or processed) or related products, potentials of producing them, demands for instruments and other facilities needed for the processes and so on. Providing that HAMED MD will be used globally, raw and processed materials and related products can be monitored around the world and some useful information (like availability of certain materials in the case of needs in different areas) can be obtained and managed. Thereby, HAMED M Dean estimate required future needs like human resources and other facilities to handle differentsituations before they actually would be happened.

Background Art

[0018] "System, method, and software for image processing," United States patent US9277141B2, "According to certain embodiments, an image processing system includes a computing system that receives a video signal including data for one or more images and determines a region of interest in a particular image of the one or more images. Using the determined region of interest, the computing system instructs the camera to generate a peripheral region of one or more subsequent images having a reduced information intensity level relative to the information intensity level with which the region of interest of the one or more subsequent images are generated. The region of interest of the one or more subsequent images corresponds to the region of interest of the particular image. The peripheral region including portions of the image otherthan the region of interest."

[0019] "Digital image processing," United States pattern US6240217B1, "A method of processing digital image information, including pixel intensity information, includes the steps of identifying a region of the image in which pixel intensities are similar to each other, but the median pixel intensity differs significantly from the median pixel intensity of other parts of the image; and modifying pixel intensities in the identified region so that the median forthe region is closer to the median forthe other parts of the image. A related method of processing digital image information involves modifying pixel intensities according to a nonlinear algorithm, with the result that one or more regions of the image have their median pixel intensities adjusted to a level which is closer to the median pixel intensity for other parts of the image. A composite digital image can be formed by obtaining first and second digital images of the same scene but with different exposure or light reception conditions so that one of the digital images has higher pixel intensity values than the other; identifying one or more regions on the first image which are less clear than the corresponding regions on the second image; and replacing the identified regions of the first image with the corresponding regions of the second image."

[0020] "Image processing device and image processing method," United States patent US9542599B2, "An image processing device for correcting at least a portion of a face image containing a person's face, includes an image acquisition unit that acquires a face image, a region extractor that extracts a pupil region containing a pupil from the face image, a determination unit that determines a presence or absence of halation in the pupil region, a first template acquisition unit that acquires a first template image which is a correction template image, a reference color acquisition unit that acquires a reference color corresponding to the person from the face image, a second template acquisition unit that generates a second template image using the first template image and the reference color, and a correction unit that composites the second template image with at least the region in the pupil region where the halation occurred to correct the halation."

[0021] "Voice processing method and device, and pickup circuit," WIPO (PCT) patent W02017071183A1, "A voice processing method and device, and a pickup circuit. The method comprises: collecting a voice signal, the voice signal comprising a voice incoming signal inputted by a user, and a voice feedback signal broadcast by a voice recognition processor (Sil); eliminating the voice feedback signal in the voice signal to obtain the voice incoming signal (S12); and transmitting the voice incoming signal to the voice recognition processorwhich is used for identifyingthe voice incoming signal and broadcasting the voice feedback signal (S13). By means of simultaneously collecting the voice incoming signal inputted by the userand the voice feedback signal outputted by the voice recognition processorand eliminating the voice feedbacksignal therein, the final collected voice signal is not interfered by the feedback signal, allowing for a "clean" voice incoming signal to obtained, and thereby improving voice recognition accuracy."

[0022] "Voice interactive method and device based on artificial intelligence," China patent CN 106941000A, "The present invention proposes a kind of voice interactive method and device based on artificial intelligence, wherein, method includes: By when detect proceed by interactive voice when, gather user input voice, identification obtain correspondingword. And then the word is identified, obtain the interaction demand and type of interaction of user. According to type of interaction, the suspension windows of display above the displaying interface of television services, or the displaying interface of selection television services, the interaction demand of feedback user are selected. Due to according to type of interaction, the feedback presentation mode that selection is adapted with interaction demand, to improve the presentation effect of interactive voice, it is to avoid interactive voice process is interfered to user using the process of intelligent television, solve interactive voice in the prior art and the poor technical problem of effect is presented."

[0023] "Artificial intelligence conversation device and method," WIPO (PCT)Patent WO2016175354A1, "The present invention relatesto an artificial intelligence conversation device and method which supports a conversation between a human and a robot. An artificial intelligence conversation device according to an aspect of the present invention comprises: an input answer analysis unit which analyzes an answer input from a user; a response control unit which selects at least one response scenario among predetermined scenarios according to the result of the analysis and transmits an output command for a response and a question to the user's answer; and an output unit which outputs a silence ora conversation start voice and outputs a response voice and a question voice according to the output command from the response control unit."

[0024] "Human Level Artificial Intelligence Software Application for Machine & Computer Based Program Function," United States patent US20070299802A1, "A method of creating human level artificial intelligence in machines and computer software is presented here, as well as methods to simulate human reasoning, thought and behavior. The present invention serves as a universal artificial intelligence program that will store, retrieve, analyze, assimilate, predict the future and modify inf ormation in a manner and fashion which is similar to human beings and which will provide users with a software application that will serve as the main intelligence of one or a multitude of computer based programs, software applications, machines or compilation of machinery."

[0025] "Determine the method and artificial intelligence equipment of emotion threshold value," China patent CN107194151A, "The application provides the method and artificial intelligence equipment for determining emotion threshold value, and this method includes: Step 1, artificial intelligence equipment determines that the affective state of the first user is the first affective state according to the monitoring information got: Step 2, the artificial intelligence equipment obtains N n umber of action of second user: Step 3, the artificial intelligence equipment determines the first action according to Q. value tables: Step 4, the Q. values of first affective state and first action should be corresponded in the artificial intelligence renewal of the equipment Q. value tables: Step 5, the artificial intelligence equipment determines whether the Q. values updated are more than predetermined threshold value, if so, then emotion threshold value is determined accordingto the monitoring information, if it is not, then repeatingthe step I to the step 5 until it is determined that until the emotion threshold value. Above -mentioned technical proposal can be optimized using the Q. methods learnt to emotion threshold value, so as to imp rove communication efficiency and the communication effectiveness under different scenes."

[0026] "Artificial intelligence system," United States patent US8126832B2, "An artificial intelligence system and method for interpreting input from a user and generating a response to the user. The input is converted into an array of concepts which are compared to a database of interrelated concepts. A response is generated based on the concepts in the database and their relationship to the concepts in the input array. The system and method may be implemented in a numberof electronic or computer devices to interact with humans or computer systems."

[0027] "Artificial intelligence system," United States patent US4670848A, "An artificial intelligence system for accepting a statement, understanding the statement and making a response to the statement based upon at least a partial understanding of the statement.The system is characterized by its interaction with a user, which may be a person or machine, in gathering additional statements through inquiries to develop the most specific understanding possible by matching of the statements with a data base."

[0028] "Artificial intelligence systems for identifying objects", WIPO (PCT) patent W02008091281A2, "A process for object identification comprising extracting object shape features and object color features from digital images of an initial object and storing the extracted object shape features and object color features in a database where said extracted object shape featu res and object color features are associated with a unique identifier associated with said objectand repeatingthe first step fora plurality of different objects. Then extracting object shape features and object color features from a digital image of an object whose identity is being sought and correlating the extracted object shape features and object color features of the object whose identity is being sought with the extracted object shape features and object color features previously stored in the database. If a first correlation of the extracted object shape features is better than a first threshold value for a given object associated with an identifier in the database and if a second correlation of the extracted object color features is better than a second threshold value forthe given object, then making a determination thatthe object whose identity is being sought is said given object."

[0029] "3-d graphic generation, artificial intelligence verification and learning system, program, and method," WIPO (PCT) patent W02017171005A1, "[Problem] To facilitate rendering a computer graphic image in real-time, compositing same with a video of an actual scene, and creating interactive content, and also to ensure responsiveness to a user operation. [Solution] Provided is a 3-D graphic generation system, comprising: a full-sky sphere camera 11 which photographs a background scene D2 of a virtual space 4; an actual environment acquisition means 12b which acquires turntable environment data DI of an actual site of which photographic raw material is photographed; an object control unit 254 which generates a virtual three-dimensional object D3 which is positioned within the virtual space 4, and which causes the three-dimensional object D3 to act on the basis of a user operation; an environment reproduction unit 252 which, on the basis of the turntable environment data DI, sets lighting within the virtual space; and a rendering unit 251 which, on the basis of the lighting which is set by the environment reproduction unit 252 and the control which is performed by the object control unit 254, composites the three-dimensional object upon the photographic raw material which a raw material image photographic unit 12a has photographed."

Summary of Invention

[0030] HAMED MD is a completely automatic doctor to explore, find and process raw materials, to propose and prepare methods, instruments and facilities of processing, to control the materials, methods, instruments and facilities while processing (e.g. extraction, mining, excavation), and to assess and control processed materials or related products. HAMED MD can help clients find, process, assess and control all kind of materials and related products without any human assistance (e.g. engineer's help) to watch if the materials/products are in good conditions from initial stages (raw materials) to processed materials or related products, and to monitor damages/problems in the materials or related products (if any), the instruments/facilities used in processes and the environmental conditions in which the materials/products are and will be processed. HAMED MD can be used for all kind of materials and related products. Providing that HAMED MD will be used globally, raw and processed materials and related products can be monitored around the world and some useful information (like availability of certain materials in the case of needs in different areas) can be obtained and managed. Thereby, HAMED MDcan estimate required future needs like human resources and other facilities to handle different situations before theyactually would be happened.

Technical Problem

[0031] MD. DATABASE Unit needs data of all materials (raw or processed ones) and related products in addition to methods, instruments and facilities of processing (e.g. shape and color of raw materials), the materials found and processed by each client, used methods, instruments and facilities of processing, characteristics of the processed materials and related products, the environmental conditions, costs and revenues, and other data to be prepared for further analysis. However, this can be done step by step; a limited numberof materials and/orother data can be stored at first, and then, otherdata will be added to HAMED MD.

[0032] Another milestone of HAMED MD is MD.PROCESSING Unit where it is needed how to process image of the materials/products, instruments and facilities and voice of the clients for manual inputting of the information like characteristics of the owned material(s) by the client. Nowadays there are a lot of methods for image and voice processing to reach these purposes of the system.

[0033] The important part of HAMED MD is MD.AIU Unit where abovementioned features should be controlled. Thereby, methods should be designed carefully and efficiently. [0034] Ultimately, using deep fake in MD.COM MM Unit needs precise methods and these would be more realistic in near future, although it is now good in some extent.

Advantageous Effects of Invention

[0035] HAMED MD is a comprehensive system to explore, find and process raw materials, to propose and prepare methods, instrumentsand facilities of processing, to control the materials, methods, instruments and facilities while processing (e.g. extraction, mining, excavation), and to assess and control processed materials or related products completely automatically, by artificial intelligence means (Al -Based), and without any help of specialists in order to watch the materials and the products before/during/after processingthem

[0036] HAMED MD can help all the people around the world or even universe, when travelling to Moon or Mars for instance, disregardingof their race, religion, wealth, etc.

[0037] HAMED MD also could be useful for those that are in distant places without accessing to any specialists, those who live in poor areas or those who travel to distant places without accessing to any specialists.

[0038] HAMED MD can control the quality and efficiency of the raw materials and the materials/products being processed and produced by the clients.

[0039] Another benefit of HAMED MD is to offer and control marketing facilities for the materials and related products.

[0040] HAMED MD can also be used for satisfying clients' needs regarding financing, insurance and workforce issues for processing materials.

[0041] Individuals can learn from HAMED MD about different materials and related products, methods, instruments and facilities of processing the materials, and so on for their interests.

[0042] Providingthat HAMED MD will be used globally, information of raw and processed materials and related products at collective level can be gathered and monitored to understand societies' trends like supply and demand for the materials and the products, demands for instruments and other facilities needed in processingthe materials and so on.

Brief Description of Drawings

Fig.l

[0043] [fig.l] Flowchart of the system: it shows how HAM ED MD works.

Fig.2

[0044] [fig.2] A simplified example of a material (gold) algorithm: controlling if client's gold has the desired characteristics and been enriched well enough.

Description of Embodiments [0045] MD. DATABASE Unit stores all the data required for HAMED MD, and MD.ALGORITHMS Unit represents correct forms of the materials, related products, and methods, instruments and facilities of processing the materials in different stages (from raw materials to processed ones) with regard to their needed costs and proposed revenues, and the environmental conditions in which the materials are processing in order to be controlled more easily in MD.AIU Unit for further analysis. MD.DATABASE and MD.ALGORITHMS units shape the first stream reaching MD.AIU Unit. The second stream includes MD. IN PUTS and MD. PROCESSING units which then are joined to the first stream and connected to MD.AIU Unit. MD.AIU is the heart of the system and is responsible to explore, detect, process, control and assess the materials (raw, while processing, processed/produced) and related products, to propose, prepare and control methods, instruments and facilities of processing, and to check and control the environmental conditions in which the materials are processingand producing in orderto maintain/enhance quality and efficiency of the materials, related products, methods, instruments and facilities of processing (analyzing the output of MD.PROCESSING Unitwith regard to MD.DATABASEand MD.ALGORITHMS units). The next step of HAMED M D is to tell the results to the clients via MD.COMM Unit. Ultimately, there are some sorts of facilities that can be offered by HAMED MD named as: MD.CW, MD.RA, MD.SUP, MD.FIN, MD.INSUR, MD.EMP, MD.MARK, MD.LEARN, and MD.MAN.

Examples

[0046] [fig.2] is a simplified example of a material (gold) algorithm. It can control if client's gold has the desired characteristics and been enriched well enough.

[0047] Providing that the characteristics of the gold are like desired common gold after extraction and/or processes done by HAMED MD, and the gold has been enriched well by the client, HAMED MD will communicate to the client that his/her gold has the desired characteristics and been enriched well.

[0048] Otherwise, MD.COMM Unitwarns and proposes required solutions (like changes or corrections in method(s) of processes) to the client.

Industrial Applicability

[0049] Everywhere that a person needs to explore, find and process raw materials (of any kind), to propose and prepare methods, instruments and facilities of processing, to control the materials, methods, instruments and facilities while processing (e.g. extraction, mining, excavation), and to assess and control processed materials or related products without a specialist.

[0050] Everywhere that a person needs distant help to find, process, assess and control all kind of materials and related products without human assistance to see if the materials/products are in good conditions from initial stages (raw materials) to processed materials or related products, and to monitor damages in the materials or related products (if any), the instruments/facilities used in processes and the environmental conditions in which the materials/products are and will be processed.

[0051] Hamed MD can continuously watch conditions of the materials/products and the environment in addition to methods, instruments, and facilities of the processes, and can get help of real assistants (e.g. engineers) if needed.

[0052] When anyone needs any employees regarding finding materials, processing methods (e.g. extraction, mining, excavation), instruments, facilities, making the products, and so on. [0053] When anyone needs insurance.

[0054] When anyone needs to purchase related facilities/instruments orcontact with suppliers.

[0055] When any kind of financial assistances is needed.

[0056] When clients need marketingforselling their materials or goods.

[0057] When a client needs or like to increase his/her knowledge about some materials, processing methods (e.g. extraction, mining, excavation), instruments, facilities, related products and so on.

[0058] Providing that HAM ED M D will be used globally, raw and processed materials and related products can be monitored around the world and some useful information (like availability of certain materials in the case of needs in different areas) can be obtained and managed.

[0059] Thereby, HAMED M Dean estimate required future needs like human resources and otherfacilities to handle different situations before they actually would be happened.

Reference to Deposited Biological Material

[0060] It does not relate.

Claims

[Claim 1] HAMED MD is a completely automatic doctor to explore, find and process raw materials, to propose and prepare methods, instruments and facilities of processing, to control the materials, methods, instruments and facilities while processing (e.g. extraction, mining, excavation), and to assess and co ntrol processed materials or related products using artificial intelligence means (Al -Based), and HAM ED M Dean help clients to find, process, assess and control all kind of materials and related products without any human assistance (e.g. engineer's help) to watch if the materials/products are in good conditions from initial stages (raw materials) to processed materials or related products, and to monitor damages/problems (if any) in the materials or related products, the instruments/facilities used in processes and the environmental conditions in which the materials/products are and will be processed, characterized by MD.AIU, which get the outputs of MD.ALGORITHMS and MD.PROCESSING units (the outputs of MD. DATABASE and MD.INPUTS units respectively), MD.COMM, MD.CW, MD.RA, MD.SUP, MD.FIN, MD.INSUR, MD.EMP, MD.MARK, MD.LEARN, and MD.MAN units [fig. 1],

[Claim 2] According to the claim 1, MD.DATABASE Unit is characterized in a way that can store all the required data: general, specific, environmental conditions, and costs and revenues.

[Claim 3] Accordingto the claims l and 2, all the data from MD.DATABASE Unit is sorted and prepared in a unit characterized as MD.ALGORITHMS for every single material (or related product) and method/instrument/facility of processing of the materials in such a way that can show correct forms of the materials, related products, and methods, instruments and facilities of processing the materials in different stages (from raw materials to processed ones) with regard to their needed costs and proposed revenues, and the environmental conditions in which the materials are processing in order to be controlled more easily in MD.AIU Unit with the information that will be extracted and processed via MD.INPUTS and MD.PROCESSING units.

[Claim 4] According to the claim 1, data of the raw materials, the materials while processing, produced materials and related products by the clients, used methods, instrumentsand facilities of processing, and the environmental conditions can be gotten by a unit characterized as MD.INPUTS Unit manually, by the client, or automatically, using data of sensors, detectors, cameras, microphones and otherfacilities.

[Claim s] Accordingto the claims l and 4, a unit characterized as MD.PROCESSING Unit is responsible for making the raw data from MD.INPUTS unit ready for furtheranalyses in MD.AIU Unit.

[Claim 6] According to the claims 1,2, 3, 4 and 5, a unit characterized as MD.AIU Unit is responsible to explore, detect, process, control and assess the materials (raw, while processing, processed/produced) and related products, to propose, prepare and control methods, instruments and facilities of processing, and to check and control the environmental conditions in which the materials are processing and producing in order to maintain/enhance quality and efficiency of the materials, related products, and methods, instruments and facilities of processing (analyzing the output of MD.PROCESSING Unit with regard to MD.DATABASE and MD.ALGORITHMS units) using artificial intelligence (or other) techniques.

[Claim 7] According to the claims 1,2, 3, 4, 5 and 6, results of the system and further required actions will be communicated to the client via a unit characterized as MD.COMM Unit.

[Claim 8] According to the claims 1,2, 3, 4, 5, 6 and 7, a unit characterized as MD.CWUnit offers continuous watching and helps clients controlling the materials (or related products), instruments/facilities/methods for processing the materials, the environmental conditions and the tasks (mentioned as MD.AIU main tasks) seamlessly and in any places without any helps of humans like engineers.

[Claim 9] According to the claims 1,2, 3, 4, 5, 6 and 7, a unit characterized as MD.RA Unit is responsible to make connections with real humans and experts (e.g. engineers) if needed, and experts can also use HAMED MD via MD.RA Unit to get extra information based on the data stored in MD.DATABASE Unit as well as information of their materials (or related products), methods/instruments/facilities for processing the materials, and the environmental conditions analyzed by HAMED MD.

[Claim 10] According to the claims 1,2, 3, 4, 5, 6 and 7, a unit characterized as MD.SUP Unit can provide facilities and instruments that clients may need to explore, find, process, assess and control the materials and related products directly (using its own delivery system) or by making relationships with other companies or stores.

[Claim 11] According to the claims 1,2, 3, 4, 5, 6 and 7, a unit characterized as MD.FIN Unit can help clients buyingtheir needs like instruments or facilities by providingfinancing facilities (e.g. loan).

[Claim 12] According to the claims 1,2, 3, 4, 5, 6 and 7, a unit characterized as MD.INSUR Unitcan insure the materials/products, properties/instruments/facilities (e.g. mines), employees and so on, or make relationships with other insurance companies to help supporting clients financially if theyencounterany issues while using the system.

[Claim 13] According to the claims 1,2, 3, 4, 5, 6 and 7, a unit characterized as MD.EMP Unit is designed to help clients to find any workforces (employees) they may need during the process of exploring, finding, processing, assessing and controlling the materials and related products.

[Claim 14] Accordingto the claims 1,2, 3, 4, 5, 6 and 7, a unit characterized as MD.MARK Unit is attached to HAM ED M D to help clients to sell the materials or related products (e.g. golds, jewelries) more easily, and to use marketing methods for purposes such as evaluating supply and demand for each material (or related product), appropriate markets forthe product and so on.

[Claim 15] According to the claims 1,2, 3, 4, 5, 6 and 7, a unit characterized as MD.LEARN Unit is a way for clients to learn about different materials and related products, methods, instruments and facilities of processingthe materials, and so on for increasingtheir knowledge or justfor entertainment.

[Claim 16] According to the claims 1,2, 3, 4, 5, 6, and 7, information of the clients at collective level can be gathered, monitored, and managed via a unit characterized as MD.MAN Unit to understand societies' information (like available materials, whether are raw or processed, or related products, potentials of producing them, demands for instruments and other facilities needed for the processes, monitoring raw and processed materials and related products around the world, availability of certain materials in the case of needs in different areas, and so on), and HAMED MD can estim ate required future needs like human resources and other facilities to handle different situations before they actually would be happened.