baber/WOPTO huggingface dataset:
Patent AU-2021100034-A4 (AU)
Title: Heating mechanism and fruit dryer
Inventor: HE DING
IPC: F26B3/04
Filed: 2021-01-05
Granted: 2021-04-15
Abstract: Disclosed is an a heating mechanism and a fruit dryer, including an air 
pipe; an air supply assembly located in the air pipe and configured to 
generate wind; a heating assembly located in the air outlet side of the air 
supply assembly and used for heating; an wind cover provided on the air pipe 
and located outside the heating assembly; wherein the wind cover is provided 
with first air outlets at a surface facing the air supply assembly, and the wind 
cover is provided with second air outlets at one side. The problem that the 
heating mechanism of the existing fruit dryer cannot blow hot airflow through 
the middle, causing inconvenience in use is settled.
141 
140 _ 4 144 
142 
150 
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130 34 
120 
110 
100 
FIG. 1
Patent AU-2021102281-A4 (AU)
Title: Inverse identification method of aquifer structure based on octave convolution residual network
Inventor: Dai Zhenxue
IPC: G06N3/08
Filed: 2021-04-30
Granted: 2021-06-24
Abstract: The invention relates to an inverse identification method of aquifer structure based on 
octave convolution residual network, which comprises the following steps: step 1: Constructing 
a single training sample of aquifer structure according to prior information of aquifer structure; 
Step 2: Training aquifer structure generation model based on single sample; Step 3: Preparing 
the forward model training set according to the site condition; Step 4: Normalizing the training 
set; Step 5: Training forward surrogate model; Step 6: Normalization of observation data; Step 
7-11: Based on the training geological model and forward surrogate model, the input 
parameters of the model are inversed by using the observed data. Step 12: Enter the inversed 
parameters into the aquifer structure generation model to obtain the corresponding post-aquifer 
structure. Using the method provided by the present invention, the aquifer structure can be 
inversed by observation data only on the basis of a single training sample of aquifer structure, 
which greatly improves the inversion speed of aquifer structure, reduces the uncertainty of 
aquifer structure, and provides technical support for the accurate simulation of the subsequent 
solute transport model.
1/6 
FIGURES 
Set of initial aquifer 
structural parameters 
Parallel single sample Deep discrete 
generation convolution dense 
countermeasure networks residual network 
|s rObserve 
predicted Observe head and value of waterhea 
predicted concentration and concentration at 
point position 
Set smoother inversion procedure 
Update aquifer structural parameters 
SWhether the number of iterations is reached 
|Coletion of post-test aquifer structural 
il, parameters 
Parallel single-sample generative 
adversarial networks 
Post-test aquifer structure 
Fig. I Flow diagram of the method for inverse identification of aquifer structure based on 
octave convolution residual network
Patent AU-2021102569-A4 (AU)
Title: Intelligent Cloud Bursting Scheduling using Machine Learning.
Inventor: BIST MEENAKSHI
IPC: G06N3/02
Filed: 2021-05-14
Granted: 2021-07-01
Abstract: Our Invention Intelligent Cloud Bursting scheduling using Machine Learning is a method and 
proceed for real-time advanced cloud bursting is provided and also the method and technology 
are directed to extending a local data center with global cloud computing resources by 
decoupling complex computing resources and PRAM storage devices in a unique virtualized data 
center and unique booting the decoupled complex computing resources in a staged process 
while storage devices are divided and prioritized into components. The Results and analysis from 
the experiments carried out on Amazon Elastic Compute Cloud (EC2) show that Advanced 
Support Vector Regression provides the best prediction model for random-like workload traffic 
pattern. The invention provides a solution for enabling the dynamic of Global Cloud-based jobs 
and resources and also provisioning may be within a local Cloud infrastructure, from L-Cloud to 
L-Cloud, from non-Cloud to L-Cloud, and from L-Cloud to non-Cloud. (Local Cloud: L- Cloud). The 
movement scenario is assigned a specific technique based on rules, profiles ASLA and/or other 
such criteria and agreements and also a dynamic adjustment may be especially advantageous in 
order to balance real-time workload to avoid over-provisioning, to manage Cloud performance 
to attain a more efficient or cost-effective execution environment, to off-load a Cloud or specific 
Cloud resources for maintenance/service.
TOTAL NO OF SHEET: 03 NO OF FIG: 03 
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Fig.3: Intelligent cloud Bursting scheduling using Machine Learning Complete Structure.
Patent AU-2021103109-A4 (AU)
Title: An apparatus for facilitating ultrasound based soft tissue mobilization probe
Inventor: NAQVI WAQAR
IPC: A61N7/02
Filed: 2021-06-04
Granted: 2021-10-21
Abstract: AN APPARATUS FOR FACILITATING ULTRASOUND BASED SOFT TISSUE 
MOBILIZATION PROBE 
An ultrasound therapy transducer apparatus (100) is disclosed. In an embodiment is provided an 
instrument assisted soft tissue Mobilization (IASTM) tool (120) operatively coupled to an 
ultrasound therapy transducer head configured to the ultrasound therapy transducer apparatus, 
and wherein diameter of the ultrasound therapy transducer head is flexible so as to adjust fixing 
of the IASTM tool with the transducer. The present invention discloses an ultrasound and 
instruments assisted soft tissue mobilization tools for maximal effects on pain reduction with 
deep heating properties of ultrasound to reduce pain effectively by reducing spam, breaking 
adhesions, promoting tissue healing, inflammation reduction, reducing trigger points.
1/2 
100 
102 
116 
104 
120 118 
112 
110 
108 
106 
Figure 1
Patent AU-2021104023-A4 (AU)
Title: Cryptography based financial analytical tool through artificial intelligence
Inventor: THOMAS BASIL JOHN
IPC: H04L9/14
Filed: 2021-07-09
Granted: 2022-05-05
Abstract: CRYPTOGRAPHY BASED FINANCIAL ANALYTICAL TOOL THROUGH 
ARTIFICIAL INTELLIGENCE 
The present invention relates to the field of encryption based 
5 financial data analysis using artificial intelligence. The 
cryptography based financial analytical tool comprises a data 
owner (1) user system (21). The user system (21) comprises an 
Artificial Intelligence computing module (22). Said user system 
(21) is wirelessly connected to the cloud (31). Said data owner 
10 (1) uploads the raw data (11) to the user system (21) wherein the 
raw data (11) is processed by said computing module (22).  
FIG 1 will be reference figure 
15 
13
Applicants Name: Dr. Basil John Thomas, Er. Nisha Joseph Total Pages: 03 
Page 3 of 3 
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Dr. Basil John Thomas
Patent AU-2021104091-A4 (AU)
Title: Polyherbal capsule as a potential detoxification agent.
Inventor: RANJAN OM PRAKASH
IPC: A61K36/534
Filed: 2021-07-13
Granted: 2021-09-09
Abstract: In one aspect of the present disclosure, a herbal formulation is developed which includes leaves 
of ocimum sanctum, bilwapatra, leaves of Mentha longifolia, bark of terminalia arjuna, fruits of 
Phyllanthus emblica, leaves of Azadirachta indica in a unique proportion, this herbal synergistic 
detoxifier composition is effective for blood purification, detoxification , All the herbs which 
have history of clinical use as single or in other combinations, but these plant fractions were 
never tried collectively in this ratio as in our formulation, which has been found to be effective 
on all the etiological factors, together and in the treatment and management of disorders related 
to accumulation of toxins in the body.In the present invention, the formulation developed has 
synergistic herbal composition has better patient compliance in the terms of palatability, ease of 
administration and effectiveness.  
Although, Indian system of medicine, especially Ayurveda has several medicinal plants with 
proven beneficial claims towards these pathological conditions, but most of them lack enough 
experimental data. In this invention, antioxidant, enzyme ratio(SGOT,SGPT) hypo-lipidemic, 
anti-proliferative properties of this formulation have been studied on several experimental 
models based on chemical tests, cell culture, in vitro models, and in vivo experiments with 
normal and transgenic animals. A separate pre-clinical toxicity study has also been carried out to 
prove its safety margin in therapeutic doses.
Patent AU-2021104880-A4 (AU)
Title: Streetlight
Inventor: JARVIS MICHAEL
IPC: F21V23/00
Filed: 2021-08-03
Granted: 2021-09-30
Abstract: A streetlight system comprising: a LED light; a battery for powering the LED light; a photovoltaic cell for 
recharging the battery; a transformer that in use converts a mains power supply down to an output having 
an operational voltage of the LED light; and a control unit for detecting the voltage of the battery, the 
control unit being configured so that when the control unit detects that the voltage of the battery is above a 
threshold value the LED light is powered using the battery, and when the control unit detects that a voltage 
of the battery is below the threshold value the LED light is powered using the output having the operational 
voltage of the LED light.
120 
18 
10 
111 
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24 
12 
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Figure 1 
100 
-- 132 
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Figure 2
Patent AU-2021106155-A4 (AU)
Title: Construction method of underwater bottom sealing of open caisson foundation by concreting
Inventor: ZHANG XIN
IPC: E02D23/16
Filed: 2021-08-20
Granted: 2021-10-28
Abstract: OF THE DISCLOSURE 
The present disclosure discloses a construction method of underwater bottom sealing of an 
open caisson foundation by concreting, including the following steps: sinking an open caisson to a 
designed elevation and then adding water to the open caisson until a water level inside the open 
caisson is identical to that outside the open caisson; throwing broken stone to the bottom of the 
open caisson until the bottom of the open caisson is completely covered with the broken stone; and 
placing a delivery pipe of a concrete pump truck into the open caisson and pouring concrete until 
the open caisson foundation is constructed. According to the present disclosure, water is injected 
into the open caisson such that a water pressure inside the open caisson is the same as that on the 
outer wall of the open caisson, thereby guaranteeing the stability of the open caisson during bottom 
sealing construction. Meantime, a pump pipe of the concrete pump truck may directly extend into 
the bottom sealing position of the open caisson foundation, so that pouring of bottom sealing 
concrete can be completed without changing a guide pipe. The construction method is simple and 
convenient and improves the construction efficiency.  
ABSTRACT DRAWING - FIG 3 
9
-3/3
5 
6 
FIG3
Patent AU-2021106816-A4 (AU)
Title: Rating Prediction For Amazon: Amazon Offers Product Recommendations Based On Customer Activity Using Machine Learning Programming.
Inventor: GOGULA SREENIVASULU
IPC: G06Q30/06
Filed: 2021-08-24
Granted: 2021-12-09
Abstract: ABSTARCT 
Our innovation Rating expectation for amazon: amazon offers item proposals 
dependent on client action utilizing Al writing computer programs is a Starting with the 
people in and around undertakings, the experience and work designs hang on in 
individuals' minds as displayed in their everyday conduct is distinguished and caught.  
An action principally based data record is accordingly made that is acclimated end up 
master directed, customized information. A proposals administration prescribes things 
to singular clients upheld a gathering of things that square measure celebrated to hold 
any importance with the client, similarto a gathering of things prior bought bythe client.  
The help is utilized to propose item to clients of a vendor's site. The help produces the 
proposals utilizing a formerly created table that maps things to arrangements of 
'comparable' things. The similitudes reflected by the table square measure upheld the 
aggregate interests of the local area of clients. to concoct individual proposals, the 
assistance recovers from the table the comparable things list love the things celebrated 
to hold any importance with the client. These comparable things list square measure 
fitly consolidated into one rundown, that is then arranged and separated to think of a 
stock of proposed things. conjointly uncovered square measure shifted ways for abuse 
this as well as past substance of a client's electronic truck to concoct suggestions.
TOTAL NO OF SHEET: 03 NO OF FIG: 03 
0 0 102 104 
shOnpine Opinion 
Direct 103Eprec 
social 
website 106 
100 
Iweb data 107 1010 
108 Data Extraction Pre. Normalization 
using API Process 
Classification Fe--..- Fe---r 
113 112 111 
Figure 1: Rating Prediction for Amazon: Amazon Offers Product Recommendations Based On Customer 
Activity Using Machine Learning Programming Flow Chart.
Patent WO-2022139607-A4 (WO)
Title: A power generation system
Inventor: BARINAN RUFINO
IPC: H02K7/00
Filed: 2021-12-22
Abstract: This gear-driven self-powered permanent magnet generator system requires an understanding of Newton's Third Law of Motion, low/high voltage electrical controls, instrumentation controls, and of principles of mechanical and civil engineering. It utilizes an asynchronous drive motor, two gearboxes with customization of materials & hardness of the output shaft and output gear teeth of the second gearbox which sustains the rated speed of a synchronous permanent magnet generator operating at its rated torque. The asynchronous drive motor starts initially from a green power source such as wind, solar, bio- diesel generator, local utility provider, or a charger inverter with battery-bank powering another inverter for 1 to 2 minutes until the system is synchronized. The second gearbox produces a reduced input speed, higher torque and transforms to the high output speed needed to drive the permanent magnet generator, which returns power back to run the asynchronous drive motor, with surplus power available for other use or sold to the local utility provider.
Patent WO-2013173295-A4 (WO)
Title: Articles absorbants comprenant des élastiques en couches multiples
Inventor: WADE SARAH MARIE
IPC: A61F13/49
Filed: 2013-05-14
Abstract: L'invention concerne des articles absorbants qui comprennent des élastiques en couches multiples.
Patent WO-2015042250-A4 (WO)
Inventor: MCWHIRTER JOHN
IPC: C07K16/28
Filed: 2014-09-18
Abstract: A genetically modified non-human animal is provided, wherein the non-human animal expresses an antibody repertoire capable of pH dependent binding to antigens upon immunization. A genetically modified non-human animal is provided that expresses human immunoglobulin light chain variable domains derived from a limited repertoire of human immunoglobulin light chain variable gene segments that comprise histidine modifications in their germline sequence. Methods of making non-human animals that express antibodies comprising histidine residues encoded by histidine codons introduced into immunoglobulin light chain nucleotide sequences are provided.
Patent CH-587920-A5 (CH)
Title: Aluminium bronze alloy for screw threaded bolts - with content of 5-8 weight % aluminium, 0.1-2 weight % cobalt, and 0.1-0-25 weight %
IPC: C22C9/01
Filed: 1974-01-15
Abstract: Aluminium bronze alloy, esp. for prodn. of screw threaded bolts e.g. for cars, consists of 5-8 esp. 7 wt.% aluminium, 0.1-2 esp. 0.50 wt.% cobalt, and 0.1-0.25 wt.% tin, the rest being copper and impurities. The alloy is easily cold worked.
Patent CH-592026-A5 (CH)
Title: Grid clearing rake, esp. for bowed sewage grids - applicable to any channel depth, discharging laterally or overhead
IPC: E02B8/02
Filed: 1975-01-18
Abstract: A device for clearing the grids in the gulleys of sewage farms, etc., has a rake formed as a collecting trough for the floating debris accumulated. The rke with its trough may be arranged on >=1 arms which rotate on a shaft through 360 degrees In designs for deep drainage channels, the rake may also be moved vertically, and discharge overhead into a bogey. Or in the directly vertical position, there may be a discharging gutter with cutouts to suit the prongs of the collecting rake, a scraper moved by acable or chain drive, pushing the rubbish into a bogey. The device is of robust construction applicable to drainage channels of any depth.
Patent CH-683009-A5 (CH)
Title: Spinning fault correction process - using computer to operate alarm transmitter to call selected operative according to computer-set priorities
Inventor: MEYER URS DR
IPC: D01H13/32
Filed: 1991-03-04
Abstract: To clear stoppages at machine installations, especially spinning assemblies, the process control computer controls an alarm transmitter to summon the required operative (M,W,B) to rectify the fault at the machine (1). Also claimed is a system with an alarm transmitter (7) at the compuer (3) with a radio link (9) to receivers (8) carried by the operatives (M,W,B). The nature of the fault is classified at the machine (1) or at the machine control (4) to call a given operative (M,W,B) with a set priority. The comoputer (3) collects the fault signals from the machines (1) and arranges them in order by priority. The computer maintains a log for the status and actions for each machine (1) in memory. The alarm transmitter (7) signals gives the location and type of fault. USE/ADVANTAGE - The system is for dealing with faults, especially at spinning assemblies, where the stations indicate faults to a central process control computer. The operation gives a rapid fault correction action according to priorities.
Patent CH-663548-A5 (CH)
Title: Filter device
Inventor: EBNOETHER GUIDO
IPC: B01D46/52
Filed: 1984-03-01
Abstract: The filter device has an adsorption filter (9) having an annular housing and a suspended matter filter (15) which is arranged within the adsorption filter and is supported on this overhead. The adsorption filter (9) is sealed by a sealing ring (10) which is pressed against the adsorption material under the influence of compression springs (11). The sealing ring (10) is furnished with an annular rim (25) to which the suspended matter filter is attached. The arrangement of the suspended matter filter within the adsorption filter significantly reduces the space requirement of the filter device with a qualitatively improved performance. <IMAGE>
Patent CH-680020-A5 (CH)
Inventor: FORSTER ERNST
IPC: G01N21/35
Filed: 1990-04-02
Abstract: The optical fibre probe has in a housing (1) a feed-through body (5) and a transparent, cylindrical reflection body (7) which is pressed thereupon by means of a nut (11). At its outer end, the reflection body (7) is bevelled in the shape of a roof, in order to form two internal, mutually perpendicular reflection surfaces (10). Arranged in a longitudinally displaceable fashion in two parallel bores (14) of the feed-through body (5) which are parallel to the longitudinal axis (8) is in each case one collimator tube (15) which is bonded to the end of one optical fibre (18, 19) in each case. One glass ball (21) each is arranged as optical lens in coaxial bores (20) and adjacent to the end face of the optical fibres (18, 19). Infrared light transmitted from one optical fibre to one glass ball (21) can be focused onto the one reflection surface (10) of the reflection body (7) by adjusting the appropriate collimator tube (15). The doubly deflected light beam can be focused onto the end of the other waveguide (18, 19) by adjusting the other collimator tube (15), and conducted to an infrared receiver. If the reflection head (7) dips into a liquid, no reflection takes place.
Patent CH-678350-A5 (CH)
Title: Window leaf frame with releasable mullions - has two exchangeable U=shaped profiles on glass pane side with releasable coupling
Inventor: SIEGENTHALER LORENZ
IPC: E06B3/68
Filed: 1989-05-23
Abstract: The window frame has releasable mullious (3, 4) in vertical and horizontal configuration given the appearance of a number of small panes by attaching vertical and horizontal bars (3) and (4) to the outside surface of the window. Each mullion is formed from two U-sections (23, 24), with the shanks (25) of the weatherside U-section (23) wider than those (29) of the glass side U-section (24). The U-sections are attached to the window in such a way that they can be easily removed. The shanks of the glass side U-section clip inside the shanks of the weatherside section. ADVANTAGE - Easy cleaning, and colour matching.
Patent CH-670843-A5 (CH)
Title: Yarn guide needles for textile machine - have slitted openings for yarn insertion
Inventor: SILBERBAUER WERNER
IPC: D04B27/02
Filed: 1986-05-16
Abstract: The guide needle, to position a yarn in a textile machine, has slit in the guide eyelet, on the side away from the line of yarn travel, to lay and insert the yarn into the guide needle. ADVANTAGE - The design simplifies the replacment of a yarn after a yarn break or change of working.
Patent CH-582858-A5 (CH)
Title: Multi-fuel central heating boiler - has vertical ring of smoke tubes between double walls with cleaning holes above
IPC: F24H1/36
Filed: 1975-02-19
Abstract: The central heating boiler with provision for oil, gas or solid fuel firing, has a heating chamber consisting of a double walled cylindrical vessel (2) mounted on a separate base (1), one sealed on the other. The grate (3) and fire door are incorporated in the base portion (1). Between the inner wall (13) and the outer wall (2) is a ring of vertical heat distributor tubes (20) discharging into a ring shaped chamber (21) under the top plate (22). Around this plate (22) is a ring of holes (23) each covered by a sliding plate (24) corresponding to the positions of the tubes (20), and through which the tubes can be cleaned. In an alternative design, a coiled tube for cold water is located between the inner and outer walls, acting as a heat exchanger to supply hot water. This coil has small diameter rings at the bottom, transforming to larger ones at the top.
Patent CH-577872-A5 (CH)
Title: Semiautomatic cutter grinding machine - has spindle with adjustable diamond impregnated wheels
IPC: B24B3/34
Filed: 1974-02-22
Abstract: This semiautomatic cutter grinding machine is used for form grinding or regrinding of cutting tools, e.g. carbide tipped cutters used for woodworking machines. It is also used for grinding of forging die components made from carbides. This machine simultaneously grinds the flank of the cutter as well as the chip breaking groove. The spindle carries diamond impregnated wheels, one of which is used for grinding the flank of the carbide insert and the other wheel for grinding of the chip breaking groove. The grinding wheels are mounted in such a manner that the distance between them can be adjusted for grinding the chip breaking groove in the required relationship to the main cutting edge. A horizontally adjustable stop is for adjusting the amount to be removed on the flank of the cutter. A milling cutter machines the tool holder into a shape conforming with the carbide tip.