baber/WOPTO huggingface dataset:
Patent AU-2015100433-A4 (AU)
Title: A beverage dispensing arrangement
Inventor: WHITTARD JOHN
IPC: B67D1/00
Filed: 2015-04-02
Granted: 2015-05-14
Abstract: A beverage dispensing arrangement 10 for dispensing beverage into beverage cups 25 that are secured within a beverage cup carrying container 19. The arrangement 10 includes a dispensing bench 11 on which the cup and carrying container assembly 19 can be supported at a beverage dispensing assembly 20 for dispensing beverage into the cups 25 of the assembly 19. The assembly 20 includes at least two dispensing taps 28, 30 that are spaced apart relative to the spacing of the cups 25 of the container 19 to overlie the open ends of the cups 25 when the container assembly 19 is placed in a beverage receiving position.
Patent AU-2015100472-A4 (AU)
Title: Constructions having solid load bearing walls
Inventor: KILLICK RODNEY
IPC: E04B2/08
Filed: 2015-04-13
Granted: 2015-05-14
Abstract: A building system and method of constructing a special use building, such as a switch 5 or control room for housing equipment for providing an electrical power supply, from lightweight building panels including locating a number of individual lightweight autoclaved aerated concrete (AAC) building panels one upon the other in edge-to-edge abutting relationship, in stacked relationship, preferably in a horizontal orientation, to form a self-supporting or load bearing wall of a building in which the longitudinal side 10 edges of each panel are provided with either a first or a second part of two complementary interconnecting engaging elements for matingly engaging with other complementary engaging elements of adjacent panels for interconnecting two adjacent building panels together to form the wall. One form of the interconnecting elements is a tongue and groove arrangement. The advantage of the building system and the 15 building made thereby is that the building does not require a separate framework to support the lightweight panels thereby providing a saving in materials and costs, as well as construction time allowing the special use building to be constructed at a low cost in areas of limited access, such as in remote countryside without the use of lifting apparatus. 6384868 1 (GHMallers) P91 727.AU.4 WENDYS FIG. 1(a) FIG. 1(b)
Patent AU-2015101826-A4 (AU)
Title: Method for Realizing Combined Online and Offline Mini-Football game
Inventor: LIU XIAOYAN
IPC: A63F13/30
Filed: 2015-12-21
Granted: 2016-02-04
Abstract: A method for realizing a combined online and offline mini-football game, the method comprising at least the follow-ing steps: setting up a field of play (1); providing a terminal device in the field of play (1), the terminal device having the functions of receiving and recording game data in real time, analyzing game statistics, and connecting to the Internet and uploading the data; providing at least a server, the server having at least a memory module, a wireless transmission module, and a downloadable and ed-itable application program, the wireless transmission module is connected to the memory module, the wireless transmission module is connected to the terminal device via the Internet, and the application program comprises at least a registration unit. Server Termina TermTr Terminal Dev ce i Device 2 .Devce 3 Devce 4 Device n Field 1 Field 2 Field 3 Field 4 Field n Server Temin& Regshiksn Tewma: Regsuaton Te:minda Regist:un Tee Regismtiin Turminal Regitae Deti1 Uni 1 D 2 UrTem Uni3 De 4 ~ it4 - - - vi:en Unn FIeld I F d 2 Fied 3 Field 4
Patent AU-2016100152-A4 (AU)
Title: Wear Sensor
Inventor: HOSLIN JERRY MICHEAL
IPC: G01N27/04
Filed: 2016-02-12
Granted: 2016-03-24
Abstract: -16 Abstract A wear sensor (10) for measuring surface wear of a wear plate arrangement (15) having at least two wear plates (14) arranged side-by-side with a gap (60) therebetween, the wear sensor (10) including a body (12) adapted to locate the wear sensor (10) in a fitted condition at least partially within the gap (60) between the at least two wear plates (14), the body (12) including a wearable material (16) arranged in the fitted condition to wear correspondingly to surface wear of one or more wear surfaces (24) of the at least two wear plates (14). The wearable material (16) of the body includes an electric circuit (18) having one or more resistive elements (20) arranged within the wearable material (16) such that as the wearable material (16) wears the one or more resistive elements (20) become electrically decoupled from the electric circuit (18) thereby providing a measurable change in resistance indicative of the surface wear of the one or more wear surfaces (24). Fig.]]1 Fig. 12a 26 1 Fig. 12b Fig. 12c
Patent AU-2018100189-A4 (AU)
Title: Electrician B2B exchange
Inventor: PAVRI RAYOMAND JAL
IPC: G06Q10/06
Filed: 2018-02-09
Granted: 2018-03-15
Abstract: A digital platform is provided. The platform provides a business to business (B2B) employment exchange service between contractors.
Patent AU-2018101513-A4 (AU)
Title: Comprehensive Stock Prediction GRU Model: Emotional Index and Volatility Based
Inventor: HUI BO
IPC: G06Q40/06
Filed: 2018-10-11
Granted: 2018-11-15
Abstract: Abstract Investment behavior, in its core, is a deliberate action which is usually elaborately planned before conducted. According to investment's deliberate character, the market in a great proportion consists of individual investors' subjectivity. The traditional stock prediction model has a crucial limitation that while consuming a substantial amount of calculation resources it does not take into account the emotional factors in investment behavior. In this investigation, we will advance the conventional stock prediction model, model that predicts stock performance solely based on past volatility, by further incorporating additional features: Baidu Index, Emotional Index, amount of commentary on East Money. Namely, in the model we introduced, two influential factors in the stock market, the direction of popular opinion and stock popularity (coverage) will be employed and analyzed utilizing Gated Recurrent Unit (GRU) model to provide a precise and thorough prediction of stock tendency. Commentary , Data Craling Cleaning Preprocessing Word2Vec TextCNN Semantic Model &Vector Training Convertion Stocks Price Classificafion Crawling Stocks Commentary Commentary SearchIndex Volatility PopulaCrawling Multi-GRU Model Training Approximate Prediction (figure 1)
Patent AU-2019100829-A4 (AU)
Title: Flotation cell
Inventor: BOURKE PETER
IPC: B03D1/02
Filed: 2019-07-29
Granted: 2019-08-29
Abstract: A flotation cell for treating particles 5 suspended in slurry is disclosed. The flotation cell comprises a flotation tank (10) comprising a centre (11), a perimeter (12), a substantially horizontal level bottom (13), and a side wall (14); a launder (2) and a launder lip (21) 0 surrounding the perimeter (12) of the tank (11); an open froth surface (Af) at the top of the flotation tank (10); and a froth crowder (6) shaped to direct froth (5) in the open froth area (Af) towards the launder lip (21); as well 5 as blast tubes (4) for introducing flurry infeed (100) into the flotation tank. (Fig. 1) 11566916_1 (GHMatters) P111732.AU Fig. 1
Patent AU-2019101101-A4 (AU)
Title: Detachable Straw
Inventor: WANG CHI-CHUNG
IPC: A47G21/18
Filed: 2019-09-24
Granted: 2019-10-24
Abstract: 1OF THE DISCLOSURE 2 A straw has a tubular body, at least one connection tab, and an 3 engagement assembly. The tubular body has a thickness, a through hole, and a 4 cutout. The through hole is defined through the tubular body and has two 5 openings defined respectively in two ends of the tubular body. The cutout is 6 formed longitudinally in the tubular body to form two longitudinal surfaces on 7 the tubular body respectively at two sides of the cutout. The at least one 8 connection tab is formed on the tubular body and extends longitudinally along 9 the tubular body. Each one of the at least one connection tab has a thickness 10 smaller than the thickness of the tubular body. The engagement assembly is 11 formed on the longitudinal surfaces on the tubular body to connect the 12 longitudinal surfaces of the tubular body together. 30-'3
Patent AU-2019101348-A4 (AU)
Title: Constant-humidity wardrobe
Inventor: YE XIAOBO
IPC: A47B61/00
Filed: 2019-11-05
Granted: 2019-12-12
Abstract: Some embodiments of the present invention provide a constant-humidity wardrobe, including a wardrobe body and a wardrobe door disposed on the wardrobe body, wherein the wardrobe 5 body includes a accommodating chamber, a hanging rod is disposed within the accommodating chamber, a drying device is disposed within the wardrobe body, the drying device includes an air heater and a drive mechanism for driving the air heater to reciprocate, a controller and a humidity sensor are further disposed within an accommodating space, and the controller controls the drying device to operate according to the parameter detected by the humidity sensor, J so that it is possible to effectively ensure that the humidity within the accommodating chamber is satisfactory and the clothes are prevented from being moisturized or mildewed. Disposing the drive mechanism allows the air heater to reciprocate and the drying device to dry evenly, so that the performance of the drying device is optimized. 0 54 -52 0 524-, 522 \5 3 FIGl 514 (51251
Patent AU-2020104000-A4 (AU)
Title: Short-term Load Forecasting Method Based on TCN and IPSO-LSSVM Combined Model
Inventor: LI BIN
IPC: H02J3/00
Filed: 2020-12-10
Granted: 2021-02-18
Abstract: The invention provides a short-term load forecasting method based on TCN and IPSO
LSSVM combined model, which comprises the following steps: acquiring regional power grid 
historical load data and meteorological information data such as temperature, humidity, wind 
speed, rainfall required by short-term load forecasting through a communication network, 
calculating a comprehensive meteorological index, and carrying out data pretreatment; 
constructing a mixed characteristic quantity similar day selection model for carrying out 
optimal similar day selection on mixed daily characteristic quantity and real-time 
meteorological factors on the basis of a weighted grey relational degree; respectively 
constructing a short-term load forecasting model based on a temporal convolutional network 
TCN and a least squares support vector machine IPSO-LSSVM optimized by the improved 
particle swarm method; constructing a combined forecasting model of TCN and IPSO-LSSVM 
based on an dominance matrix method to carry out a second day load forecasting. According 
to the invention, the influence of meteorological factors on the load is fully utilized; a 
meteorological similarity day method is combined, and a short-term load combined model 
forecasting method considering real-time meteorological factors is established, so that a basis 
is provided for power grid operators to make a second day power generation plan.
-1/5
Start 
Inputting the meteorological data of similar days of 
the same type in the search range and the 
meteorological data of the days to be forecasted 
Calculating and standardizing the data of the 
comprehensive meteorological indicators 
Correlation analysis of load and influence factor to 
determine influence factor weight 
According to the weight, calculating the weighted grey 
relational degree of the historical days in the search 
range and the days to be forecasted 
The best similar day is the one day with the 
largest weighted grey correlation degree in the 
range.  
Selecting the meteorological and load information 
characteristics required by the forecasting model 
Forecasting model of IPSO-LSSVM forecasting 
TCN model 
Obtaining forecasting values fl, f2, of each 
single model 
Determining the weight w, w2 of each single model by 
adopting a dominance matrix method 
Constructing a combined forecasting model f 
-wf1t+w
2f2, t 
Predicting and acquiring 96-point load curve of 
the day to be predicted sequentially 
Error analysis 
End 
Figure 1
Patent AU-2021102060-A4 (AU)
Title: Method for separating and extracting menstrual blood-derived stem cells
Inventor: LI JUNTANG
IPC: C12N5/071
Filed: 2021-04-20
Granted: 2021-06-03
Abstract: The disclosure relates to a separation and extraction 
method of menstrual blood-derived stem cells, comprising: 
collecting a menstrual blood sample, wherein after being 
collected through a menstrual cup, the menstrual blood 
sample is quickly mixed with an equal volume of sample 
preservation solution, stored at 40C, and the MenSCs are 
separated and extracted within 48 hours; collecting a 
precipitate, wherein the obtained menstrual blood sample 
mixture is blew upon to equality, then transferred to a 
15ml centrifuge tube, centrifuged at 1500 rpm for 5 min, 
and the precipitate is collected; collecting a nucleated 
cell and shedding endometrial precipitate, wherein the 
obtained precipitate is added to a 15ml of red blood cell 
lysis buffer, fully blew upon to equality, let stand at 
room temperature for lysis for 5 min, centrifuged at 
1200rpm for 5 min, and the nucleated cell and shedding 
endometrial precipitate is collected; culturing cells, 
wherein the collected nucleated cell and shedding 
endometrial precipitate is resuspended in an appropriate 
medium, then transferred to a cell culture flask and 
cultured at 370C and 5% C02; collecting the cultured cells, 
that is, MenSCs. The present method is a fast and 
economical method for separating and extracting MenSCs.
1/4 
[figure 1] 
presetmethod(red blood cellyimehod) 30mm 
4%washed wfthPBS buf& added with 
menstruablood samle~ 'an ap¶ nte medmsto cell culture flask 
Sbily daPw ICccflm kbuffy COWII)Wmad pw 1icvd 
tamnlmedhod (denstty padient ceniigtm), 60mm
Patent AU-2021103330-A4 (AU)
Title: Method and apparatus for social distance using clustering
Inventor: SAHU NEERAJ
IPC: G06K9/62
Filed: 2021-06-14
Granted: 2022-04-21
Abstract: METHOD AND APPARATUS FOR SOCIAL DISTANCE USING CLUSTERING 
Today in modern era safety from COVID-19 is major challenging issue. Social distance one 
of them making sufficient distance between two people. In this invention we are shows 
proper social distance between two people by models based Clustering. We are making here 
cluster for social distance. Clustering is unsupervised learning here machine learning set and 
will classify the objects into a particular Social distances. They will be represented by 
cluster, cluster2, cluster3. This invention the efforts of the inventor to ensure the well-being 
of public health. The proposed framework provides a comprehensive safety from COVID-19 
during disastrous circumstances using Clustering. The proposed system ensures that the 
proper help reaches the people during critical times before it is too late.
1/4 
Drawings 
Cluster 1 
0 0 
0 Cluster3 
Cluster2 000 
000t 0 
Figure 1:-Social Distance Clusters for People
Patent AU-2021104418-A4 (AU)
Title: Intelligent surveillance system for identifying social distancing and face masks in public places
Inventor: RAMAN VIGNESH
IPC: G06K9/62
Filed: 2021-07-22
Granted: 2022-05-19
Abstract: INTELLIGENT SURVEILLANCE SYSTEM FOR IDENTIFYING SOCIAL 
DISTANCING BETWEEN INDIVIDUALS IN PUBLIC PLACES 
Disclosed is an intelligent video surveillance system having an imaging and monitoring 
5 assembly operably connected to a communication network server by means of network 
interfacing devices. The system comprises an image processing module operatively associated 
with a processing unit, capable of determining the presence of humans within a predetermined 
viewing area of an image capturing unit. The processing unit further identifies whether the 
individuals present in the area wear face mask and analyze social distancing between the people 
.0 therein. The system further generates a report highlighting the individuals who are not 
following the social distancing and not wearing face masks. Thus, the system monitors the 
individuals gathered in public places and helps to reduce the number of times the people come 
into close contact with each other, and thus preventing the spread of a contagious disease with 
no use of pharmaceutical interventions.  
.5 
1
4/5 
Figure 4
Patent AU-2021104926-A4 (AU)
Title: Air purification lamp
Inventor: Liu cheng kun
IPC: F24F7/003
Filed: 2021-08-04
Granted: 2021-09-30
Abstract: An air purification lamp, including: an air purification assembly and an illumination 
assembly. The air purification assembly includes: an air channel, a blower, and an 
HEPA filter. Two ends of the air channel define therein an air inlet and an air outlet, 
respectively. The blower and the HEPA filter are accommodated within the air 
channel. The HEPA filter is coated with a sterilization coating configured to kill 
coronaviruses. The illumination assembly is arranged between the air inlet and the air 
outlet. A light emitting surface of the illumination assembly is configured to be 
exposed from a surface of the bearing body, and both the air inlet and the air outlet are 
arranged at a same plane. The air purification lamp provided by the present 
application adopts the air purification assembly and the illumination assembly which 
can be imbedded within the bearing body, and only the air inlet, the air outlet, and the 
light emitting surface of the illumination assembly are exposed from the surface of the 
bearing body. In addition, the HEPA filter is coated with a sterilization coating 
configured to kill the coronaviruses, and the coronaviruses in the air passing through 
the HEPA filter is killed by the sterilization coating. In this way, it is effectively 
solved the technical problem that the existing air purification lamp has poor 
concealment and is unable to kill the coronaviruses, the air purification provided by 
the present application is beneficial to improving the appearance thereof and is 
conducive to the prevention and control of the new coronavirus epidemic.
1/3 
110 
1130 20 112 
FIG. 1 
12 11 113 14 13 
20 112 
FIG. 2
Patent AU-2021105644-A4 (AU)
Title: A Leaching Reagent of Zinc Oxide Ore Based on Smithsonite and Its Leaching Method
Inventor: DENG JIUSHUAI
IPC: C22B3/16
Filed: 2021-08-17
Granted: 2021-10-14
Abstract: The invention belongs to the technical field of mineral metallurgy, which discloses a leaching 
reagent of zinc oxide ore mainly based on smithsonite and a leaching method. The mixed 
solution of trichloroacetic acid and water was used as a leaching reagent to leach zinc oxide 
ore mainly composed of smithsonite. The temperature was 25-65 °C, while the weight of 
particle sizes less than 48 microns accounted for 75 - 95%. The trichloroacetic acid leaching 
reagent and zinc oxide mineral powder were mixed, stirring at a mass liquid-solid ratio of (20
5):1 for 10-40 minutes to obtain a zinc-bearing solution suitable for zinc extraction and 
electrowinning. The leaching reagent was easy to prepare with a high leaching rate and 
environmental protection. Besides, the method was simple to operate with low cost without 
high temperature and pressure equipment.
Patent AU-2021107057-A4 (AU)
Title: Node discovery mechanism for IoT capillary Networks
Inventor: KALA K
IPC: H04W88/16
Filed: 2021-08-24
Granted: 2021-12-02
Abstract: Node discovery mechanism for IoT capillary Networks 
ABSTRACT 
In the last few decades, the Internet has expanded rapidly and rigorously, from representing 
hundreds of servers to offering billions of interrelated, complicated hosting options. The Internet's 
advancement continues apace, with an increasing multitude of portable equipment accessing the 
internet. The ongoing Internet architecture, in which people are frequently attached to the Internet, 
is made up of interrelated computer systems and portable systems. In this invention, Enhanced 
Local Multicast AOMDV protocol is suggested. It is effective at generating multiple routes that 
are loop-free and disparate. The route discovery entries for every target are kept in a quite way that 
they include a list of succeeding routers as well as associated hops. The next hops are assigned the 
identical sequence number. This prevents the establishment of loops. Route advertisements will 
be sent out by the routes. The energy rate and inter-queue spatial thresholds are calculated by the 
ongoing data transfer QoS factor. This factor is used to pick a node in order to eliminate network 
congestion and packet drop during transfer. MDA-SMAC protocol reduces energy utilization and 
endorses self-configuration by employing three new technologies. Endpoints sleep on a frequent 
basis to save energy while communicating to a standby stream. Sensor node construct virtual 
clusters to automatically synchronize sleep timeline. At last, MDA-SMAC protocol employs 
message passing to minimize conflict throughput for capillary network implementations which 
involve store-and-forward computation as information traverses the communications system. The 
point- to- point delay, configuring latency, and energy usage are all reduced, while efficiency is 
significantly enhanced.  
1
Patent WO-2012159699-A4 (WO)
Title: Matériau composite
Inventor: ROHLMANN MICHAEL
IPC: F16L58/00
Filed: 2012-04-25
Abstract: L'invention concerne un matériau composite comportant des fibres de renforcement courtes individuelles ayant une longueur de 0,1 - 50 mm et une matrice entourant ces fibres de renforcement et composée d'un matériau matriciel, ce matériau matriciel contenant un thermoplastique et les fibres de renforcement contenant du sulfure de polyphénylène.
Patent WO-2011070198-A4 (WO)
Title: Navire à coques submersibles
Inventor: DEL CAMPO Y RUIZ DE ALMODOVAR CESAR
IPC: B63B1/10
Filed: 2010-12-10
Abstract: La présente invention concerne un nouveau modèle de navire à coques submergées qui peut transporter des charges importantes à grande vitesse en naviguant sur les vagues et qui est formé de deux corps parallèles submergés (4), de section sensiblement cylindrique ou ayant la meilleure hydrodynamique possible, reliés entre eux au moyen de profilés hydrodynamiques (5). Au niveau de la jonction entre les cylindres (4) et les profilés (5) se trouvent quatre jambes (3) ayant une section hydrodynamique appropriée qui supportent une plate-forme ou zone de charge (2), laquelle peut se déplacer (monter ou descendre) sur les jambes (3) qui ont un système de déplacement vertical, jusqu'à s'élever au-dessus du niveau des vagues. L'ensemble des corps de déplacement immergé (4) et les profilés de liaison hydrodynamiques (5) peuvent être entièrement recouverts d'un matériau textile formé de couches perméables d'une porosité inférieure à la taille d'une molécule d'eau et supérieure à la taille d'une molécule d'air et on peut injecter de l'air sous pression dans sa partie intérieure. Les molécules d'air injecté sortent par les pores, brisant, lors de leur sortie, la couche limite et séparant les molécules d'eau de la zone immergée de sorte que le frottement visqueux est réduit d'un fort pourcentage. Les oeuvres vives peuvent monter jusqu'au niveau de la mer pour le chargement et le déchargement de matières dans leur partie interne ou pour entrer dans des ports de faible profondeur.
Patent WO-2009095592-A4 (WO)
Title: Panneau d'echange thermique, procede de fabrication et dispositif de couverture d'une construction
Inventor: MAGNIER PATRICK CLAUDE HENRI
IPC: F24S10/50
Filed: 2009-01-23
Abstract: L'invention concerne un panneau d'échange thermique destiné à réaliser un échange thermique entre un fluide caloporteur circulant dans le panneau et un milieu extérieur (E) adjacent à une face extérieure du panneau lorsque ce dernier est en service, comprenant une structure (2), un canal (6) de circulation du fluide caloporteur et une enveloppe (1) thermiquement conductrice placée entre l'espace intérieur du canal (6) et le milieu extérieur (E), le canal (6) comportant une paroi latérale dont au moins une première partie est formée par l'enveloppe, caractérisé en ce que l'enveloppe (1) est réalisée en matière synthétique et est fixée à la structure (2) par surmoulage, des ancrages constitués de matière synthétique de l'enveloppe ayant débordé à travers des orifices (23) de fixation ménagés dans la structure (2). L'invention s'applique à la couverture de constructions diverses telles que des toits, des parois verticales ou des sols.