baber/WOPTO huggingface dataset:
Patent AU-2020102123-A4 (AU)
Title: A quantitative assessment method and system of energy-saving operations on port shore cranes
Inventor: LIU LEILEI
IPC: G06Q50/08
Filed: 2020-09-03
Granted: 2020-10-15
Abstract: The invention discloses a quantitative assessment method of energy-saving 
operations on port shore cranes. The assessment method sequentially comprises: 
collecting operation data under different load conditions based on a shore crane 
energy-saving operation method to establish a shore crane energy-saving operation 
energy-consumption analysis model, obtaining the shore crane energy-saving 
operation energy-consumption analysis model, substituting data acquired in real time 
in the loading and unloading process performed by a shore crane driver into the 
energy-saving operation energy-consumption analysis model to obtain real-time 
energy consumption Ei' , and finally, the shore crane energy consumption Ei' acquired 
in real time is compared with a threshold set according to Ei. The corresponding 
system comprises a signal acquisition system, a signal receiving and transmitting 
system, a data analysis device, an alarm device, a storage device and a display 
device. According to the assessment method and system, a real-time energy 
consumption reference value is obtained by calculation according to real-time shore 
crane energy consumption and operation data acquired by the corresponding 
assessment system and is compared with the determined energy consumption 
threshold to figure out a deviation, and an alarm will be given when an operation 
exceeds the energy consumption threshold, so that quantitative assessment of 
energy-saving operations performed by shore crane drivers is realized.  
FIG 1.
1/2 
No load, 10%, 20%, 30%, 40%, 50%, 
Carry out operations according to 60%, 70%, 80%, 90% and 100% of 
an energy-saving operation method rated load 
Acquire energy-saving operation Energy consumption, weight, height, 
sample data sets by an assessment horizontal distance, velocity 
system 
4 
Establish a shore crane 
energy-saving operation 
energy-consumption analysis model 
based on a BP neural network 
Dbtain reference energy consumption 
I under the energy-saving operation 
ondition 
et alarm thresholds on different 
levels 
FIG. 1
Patent AU-2021100467-A4 (AU)
Title: Water Outlet Device
Inventor: ZHOU HUAQIANG
IPC: E03C1/086
Filed: 2021-01-25
Granted: 2021-04-15
Abstract: A water outlet device comprises a water inlet mechanism, a diversion mechanism, 
and a guide mechanism rotatably connected to the water inlet mechanism. The 
diversion mechanism is disposed in the water inlet mechanism and penetrates through 
the axis of the guide mechanism. The water inlet mechanism comprises a water inlet 
channel. The diversion mechanism comprises a first water outlet channel. The guide 
mechanism comprises a second water outlet channel and a third water outlet channel.  
When the guide mechanism moves with respect to the diversion mechanism, the 
water inlet channel is communicated with the first water outlet channel, the second 
water outlet channel or the third water outlet channel. The water outlet device can 
realize switching of multiple water forms to discharge three types of functional water 
in a limited space and has a small size and rich functions.
1 /24 
4 
34 
32 3 
315 33 
40 3 
20 L 
22 
23 
FIG. 1
Patent AU-2021100558-A4 (AU)
Title: Carbon-coupled stabilized compound fertilizer and preparation method
Inventor: ZHANG LILI
IPC: C05B1/04
Filed: 2021-01-28
Granted: 2021-04-22
Abstract: The disclosure relates to a compound (mixed) fertilizer, and particularly relates to a 
carbon-nitrogen-coupled stabilized compound fertilizer and a preparation method.  
Components of the fertilizer include a nitrogen fertilizer (urea-state nitrogen 
fertilizer), a phosphorus fertilizer, a potassium fertilizer, biochemical inhibitor 
(urease inhibitor and/or nitrification inhibitor) and a carbon source, wherein the 
nitrogen fertilizer is urea. The phosphorus fertilizer includes calcium superphosphate 
and double superphosphate. The potassium fertilizer includes potassium chloride and 
potassium sulfate. A weight ratio of the nitrogen fertilizer to the phosphorus fertilizer 
to the potassium fertilizer to the biochemical inhibitor to the carbon source material 
is 1: (0.3-0.5): (0.8-1): (0.001-0.1): (0.1-0.3). In the fertilizer of the disclosure, a 
certain amount of carbon source material is added into the fertilizer, so that the 
release time and release rate of the nitrogen fertilizer can be prolonged, the fertilizer 
effect is slow and stable, the demand of crops on various nutrients in different growth 
periods can be met, the contradiction between the crop fertilizer demand and soil 
fertilizer supply can be solved, and the emission of greenhouse gases and leaching 
loss of nitrogen can be reduced. The disclosure is a novel carbon-coupled stabilized 
compound fertilizer.
Patent AU-2021101101-A4 (AU)
Title: Double-layer phase change energy storage tent
Inventor: HOU CHAOPING
IPC: B32B7/027
Filed: 2021-03-02
Granted: 2021-05-06
Abstract: The present invention relates to a double-layer phase change energy storage 
tent, comprising a tent skeleton and tarpaulin; the tarpaulin comprises inner layer, 
5 middle layer and outer layer tarpaulin; the inner layer tarpaulin and the outer layer 
tarpaulin have a PVC fiber coated fabric structure, and the inner layer tarpaulin is 
directly laid on the tent skeleton; the middle layer tarpaulin is suspended on or 
attached to the inner layer tarpaulin, and is made of a phase change energy storage 
material; the outer layer tarpaulin is laid on the middle layer tarpaulin; the tent also 
10 has a door and windows, and the door and windows are made of tarpaulin not 
attached with the phase change energy storage material; the tent skeleton comprises 
backbones, a supporting beam and connecting beams; the backbones are arranged 
parallel to each other in at least two groups; the supporting beam is vertically 
connected with the middle part of the outermost group of backbones of the tent; and 
15 the connecting beams are connected between two adjacent groups of backbones.  
The structural design of the present invention is simple and reasonable, which can 
improve the thermal environment in the tent, relieve the "greenhouse effect" in 
daytime and the "cold chamber effect" at night, maximize energy utilization rate, 
and realize the energy saving goals of low carbon and being green.
Drawings of Description 
191 
4 
Fig. 1 
12 
11 
11 
1 
132I 
Fig. 2
Patent AU-2021102832-A4 (AU)
Title: System & method for automatic health prediction using fuzzy based machine learning
Inventor: PATRO PRAMODA
IPC: G16H50/30
Filed: 2021-05-25
Granted: 2022-03-24
Abstract: SYSTEM & METHOD FOR AUTOMATIC 
HEALTH PREDICTION USING FUZZY 
BASED MACHINE LEARNING 
ABSTRACT 
The present invention is related to a system & method for 
automatic health prediction using fuzzy based machine learning. The 
objective of present invention is to solve the anomalies presented in the 
prior art techniques related to health prediction using fuzzy based 
machine learning.  
26
DRAWINGS 
Health 
Parameters 
Doctor Panel Prediction of 
Health 
AA 
FIGURE 1 
27
Patent AU-2021103481-A4 (AU)
Title: Contraceptive composition
Inventor: AHIRWAR DHEERAJ
IPC: A61K36/534
Filed: 2021-06-19
Granted: 2021-08-19
Abstract: The invention relates to a herbal formulation for antifertility activity, identify the chemical 
constituents of the selected plant, evaluating further their claimed antifertility effect and to 
develop an inexpensive, safe, effective and stable herbal contraceptive formulation.
Patent AU-2021103531-A4 (AU)
Title: Electric Hair Clipper Driven by a Brushless External Rotor Motor
Inventor: LI LEI
IPC: H02K21/12
Filed: 2021-06-22
Granted: 2021-08-12
Abstract: The invention discloses an electric hair clipper driven by a brushless external 
rotor motor, which comprises a cutter assembly, a motor assembly and a swing rod 
transmission assembly, wherein the cutter assembly comprises a fixed blade and a 
5 moving blade moveably mounted on the fixed blade; the motor assembly 
comprises a brushless external rotor motor, an eccentric output shaft and a 
spherical bearing; the swing rod transmission assembly is installed between the 
cutter assembly and the motor assembly, and comprises a positioning pin shaft and 
a transmission swing rod which is sheathed on the positioning pin shaft and rotates 
o around the positioning pin shaft. The end of the transmission swing rod 
corresponding to the motor assembly forms a drive notch for holding the spherical 
bearing, and the end of the transmission swing rod corresponding to the cutter 
assembly is used to drive the moving blade.
1/1 
3 
4 
Figure 1 
31 33 32 
1- 311 22 2 112 
23 
Figure 2
Patent AU-2021103767-A4 (AU)
Title: Integrated dual circulation oxidization ditch apparatus for municipal wastewater and treatment method
Inventor: ZHOU SHAOQI
IPC: C02F3/12
Filed: 2021-06-30
Granted: 2021-09-09
Abstract: Disclosed are an integrated dual circulation oxidization ditch apparatus for municipal 
wastewater and a treatment method. The apparatus comprises an anaerobic zone, an anoxic zone, an 
aerobic zone and a secondary sedimentation tank communicated in sequence. The anoxic zone 
comprises a first anoxic zone and a second anoxic zone. The aerobic zone comprises a first aerobic 
zone and a second aerobic zone, and a reflux pump is arranged between the anoxic zone and the 
aerobic zone. The anaerobic zone, the anoxic zone and the aerobic zone are internally provided with 
submersible mixers. Both the anoxic zone and the aerobic zone are internally provided with partition 
walls and guide walls, thereby forming circulation in each zone. A synchronous denitrifying 
phosphorus removal effect of nitric nitrogen is achieved in the anoxic zone, thereby achieving a 
purpose of removing organic pollutant COD and removing nitrogen and phosphorus stably, 
improving a COD removal effect and improving the effect of nitrogen removal by nitrification and 
denitrification and the phosphorous removal effect. The integrated structure of the apparatus has the 
characteristics of simple structure and operation and low cost, and can further reduce the investment 
and operation costs.
Al B1 B2 
1 2 3 5 4 1 
2 7- 4 6 
15 -E 
- 9 C4 
12 
17 13 
16 18 
Fig. 1
Patent AU-2021103985-A4 (AU)
Title: A point cloud denoising algorithm by local linear embedding and matrix recovery.
Inventor: CHEN FENG
IPC: G06T17/00
Filed: 2021-07-08
Granted: 2021-10-21
Abstract: : 
3D point cloud has gained significant attention in recent years. However, raw point clouds captured 
by 3D sensors are unavoidably contaminated with noise resulting in detrimental efforts on the practical 
applications. In this patent, a point cloud denoising algorithm based on matrix reconstruction and local 
linear embedding is proposed. The algorithm consists of the following steps: constructing point cloud 
patch; capping to a plane by locally linear embedding; constructing group matrix; denoising by matrix 
recovery; updating point cloud, which all improve the denoising effect and keep the geometric features 
of the point cloud. The complete algorithm set forth in the present invention performs better point cloud 
denoising effect, which focuses more on the real distance of the point cloud on the manifold than the 
distance after mapping to the plane. The patent uses the algorithm of matrix reconstruction to realize the 
de-noising of point cloud. Meanwhile, the similarity between different positions in the point cloud is 
fully considered in this patent. Finally, the similarity and difference between adjacent points are used to 
update the point cloud.  
1
Fig5.  
IF-7 
..... ....  
Own 
2A 
A
Patent AU-2021104348-A4 (AU)
Title: Rapid water resource analysis device for arid area watershed
Inventor: YU YANG
IPC: G01N33/00
Filed: 2021-07-20
Granted: 2021-09-16
Abstract: This invention discloses rapid water resource analysis device for arid area 
watershed relates to the technical field of water resources monitoring. The device for 
rapid analysis of water resources in arid areas comprises one shell, wherein the left 
and right sides of the shell are provided with telescopic support legs, the left front side 
of the shell is provided with a touch screen, the right front side of the shell is rotatably 
connected with a side cover, the telescopic support legs consist of fixed cylinder, a 
first sliding cylinder, a second sliding cylinder, and inner sliding plate and subplate, 
and the first sliding cylinder is slidably connected to the inner side of the fixed cylinder.  
Through the GRACE satellite data module, the detection information of groundwater 
reserves by GRACE satellite can be obtained, and with the detection function of 
ground nuclear magnetic resonance equipment and humidity sensor, the structure and 
water quantity of shallow groundwater can be clearly obtained on the touch screen, 
which is convenient for accurate drilling and water intake, hence improving efficiency 
by reducing the number of trial and error during drilling. And this invention can detect 
water quality after water intake, which is convenient to meet the water quality 
requirements of animal husbandry and irrigation.
1/5 
FIGURES 
6F 
Figure 1
Patent AU-2021105032-A4 (AU)
Title: Method to utilize a bacterial culture in a concrete mix for self-healing of cracks in a concrete structure
Inventor: SAXENA ABHISHEK
IPC: C04B28/04
Filed: 2021-08-06
Granted: 2022-05-05
Abstract: The present disclosure relates to a method to utilize a bacterial culture in a concrete 
mix for self-healing of cracks in a concrete structure. The method comprises: culturing the 
bacteria wherein, a required number of bacteria to be plated for a given concentration was 
determined by dividing a number of colonies with the required concentration and dilution; 
preparing a concrete mix at a ratio of 1:1:2 with 35% of water by weight wherein, also adding 
the bacterial culture to the concrete mix; and preparing a bacterial concrete cubes using the 
concrete mix wherein, the cubes are cured in normal water at a room temperature and 
wherein, the pH is maintained at a slightly alkaline condition using a calcium lactate solution 
for a proper growth of the bacteria.  
9
Patent AU-2021105856-A4 (AU)
Title: Bi-level energy management system with grid reinforcement for solar energy
Inventor: Mahalingam M
IPC: G06Q50/06
Filed: 2021-08-18
Granted: 2021-11-18
Abstract: Bi-level energy management system with grid reinforcement for solar energy 
Abstract: 
Renewable energy's commercial and ecological advantages have grown in 
importance during the last decade. Localized energy markets can help with the 
energy transformation by allowing the quick multiplication of RES, improving the 
power grid's natural renewable energy hosts capacity. This invention presents energy 
management systems for the smart city that allows customers to trade local energy 
via renewables units, a CSF, as well as a power grid. This invention develops two 
optimizing strategies for distributing extra locally generated energy. The very first 
framework maximizes sellers' and the buyers' aggregate revenue, whereas the 
secondary, a game theory model, maximizes customer use at the lesser level and 
indeed the yield of the shared storage facility at the greater level. An extensive study 
is being conducted to look at the advantages of energy distribution to increase entire 
revenue. Instead of comprehending the deterministic variance of unknown 
parameters, this identical solution plan is proposed as a Lyapunov augmentation, 
which relies only on the real pricing of unknown factors like as load variations and 
renewable generation. The suggested system can follow the rapid changes in RTP 
and the solar production efficiently, according to rigorous modeling using real-time 
information from four DUs. The supremacy of the developed energy managing 
portfolio is demonstrated when compared to two benchmark techniques, namely 
centralized process, and a greedy algorithm.  
1
Patent AU-2021106416-A4 (AU)
Title: A high-precision facial expression recognition method based on deep temporal and spatial features
Inventor: DONG TAO
IPC: G06N3/08
Filed: 2021-08-22
Granted: 2021-11-04
Abstract: The invention proposes a high-precision facial expression recognition method based on deep temporal 
and spatial features. The method firstly designs an end-to-end trainable multi-channel deep neural 
network model, which uses multiple parallel deep neural networks to extract deep temporal and spatial 
features of facial expression images at the lower level. Then, the full connection layer is used to fuse the 
multi-channel deep temporal and spatial feature data at the high level, and the softmax layer is used to 
identify and get expression classification at the highest level. The model integrates image feature 
extraction and feature fusion into a global training network, which deepens the network scale and 
improves the recognition performance. The second innovation point of the invention is that the average 
face is used to replace the neutral face, which solves the problem of the lack of a corresponding neutral 
face image in the expression image during the test. The invention provides a new idea in the field of 
expression recognition and has great practical value and development prospect.
Image detection and registration 
Obtain its optical flow characteristics 
relative to the average face 
MCCNN Model 
Identify results 
FIG.1
Patent WO-2011000120-A4 (WO)
Title: Élément structural en bois
Inventor: GISLER HANS
IPC: E04C2/12
Filed: 2010-06-29
Abstract: L'invention concerne un élément structural en bois comportant au moins un élément à lamelles. Les composants selon l'invention sont particulièrement adaptés à une utilisation dans le domaine des fenêtres, portes, façades d'immeubles et/ou toits et/ou faux-planchers. L'élément structural intermédiaire est conçu pour un concept de construction en caisson et est fabriqué en construction à montant solide. Un ou plusieurs éléments à lamelles sont logés dans l'élément structural, les éléments à lamelles présentant une pluralité de lamelles en accordéon et des fentes longitudinales respectives correspondantes pratiquées par fraisage. De cette manière, une pluralité correspondante de chambres fermées est formée dans le sens d'isolation thermique. L'élément à lamelles est adapté au montage en tant qu'élément d'isolation thermique dans le caisson de l'élément structural en bois.
Patent WO-2011021098-A4 (WO)
Inventor: VOUILLAMOZ LUCIEN
IPC: A61M5/142
Filed: 2010-08-20
Abstract: A visual indicator display device includes a bracelet, a transparent capillary chamber, and a displacement member. The transparent capillary chamber is matched to an indicia and has a primary length and a width less than the primary length. The displacement member is functionally disposed at one end of the capillary chamber and is responsive to a measureable input for moving a fluid contained therein a defined amount.
Patent WO-2013108269-A4 (WO)
Title: Matériau composite fritté de ferrites de cobalt à forte magnétorestriction
Inventor: PATTAYIL ALIAS JOY
IPC: C04B35/26
Filed: 2013-01-17
Abstract: La présente invention concerne un matériau composite fritté de ferrite de cobalt comprenant des poudres de ferrite de cobalt de taille nanométrique et micrométrique à forte magnétorestriction. La présente invention concerne en outre la préparation de poudres de ferrite de cobalt de taille nanométrique et micrométrique, en particulier le procédé d'auto-combustion utilisant la glycine en tant que combustible pour préparer des poudres de ferrite de cobalt de taille nanométrique.
Patent WO-2010045347-A4 (WO)
Title: Jouet emballé avec sélecteur
Inventor: MO YUK HA
IPC: A63H3/00
Filed: 2009-10-14
Abstract: La présente invention concerne en général un emballage de produit et plus particulièrement des ensembles emballage de produit avec jouets « essayez-moi » qui peuvent permettre à un consommateur de visualiser, expérimenter et concevoir différents aspects disponibles dans la gamme de produits dans le point de vente, alors que le produit reste dans l'emballage du produit, et après l'achat.
Patent WO-2011146428-A4 (WO)
Title: Apparatus and method to recover and dispense potable water
Inventor: TUDOR WILLIAM SCOTT
IPC: F25D19/00
Filed: 2011-05-17
Abstract: An apparatus and system to produce purified drinking water from humid air is provided. The apparatus includes an air purification device such as a HEPA filter to remove air-borne particulate and biological containments. A method to provide purified drinking water from humid air using a stand along apparatus is provided. The apparatus can also dehumidify, improve air-quality and provide air-conditioning.
Patent CH-678117-A5 (CH)
Title: Simulator effect of camera adjustment - has longitudinal slide on plate which can be swung about vertical pivot axis
Inventor: KOCH CARL
IPC: G03B5/00
Filed: 1989-02-01
Abstract: The machine for simulating and assessing the effect of the adjustment of a camera, consists of a baseplate (11) with a guide slot for a longitudinal slider (13) which provides a schematic display of the image plane of the camera.  The format of the image is projected parallel to the image plane. The baseplate can be swung through an angle about an axis (21) at right angles to the baseplate plane.  The axis is the centre line of a pivot mounted on a slider which slides in a transverse guide in a support plate underneath the baseplate.
Patent CH-690006-A5 (CH)
Title: Conveyor for mass prodn. containers
Inventor: SIDLER WERNER
IPC: B65G23/30
Filed: 1995-02-16
Abstract: A first transport belt transports articles at either regular or irregular intervals and for discharging the articles at a zone of transfer. A second transport belt receives articles at the zone of transfer from the first transport belt and for discharging the articles with equal spacings between the articles.- An endlessly revolving articulated link chain has chain links connected to one another by articulated links. Drivers are mounted on every second articulated link of the articulated link chain.
Patent CH-613972-A5 (CH)
Title: Process for the preparation of 2- or 3-cephem-4-carboxylic acids with a substituted methyl radical in position 3
Inventor: KARIYONE KAZUO
IPC: C07D501/04
Filed: 1974-01-17
Abstract: Compounds of the formula: <IMAGE> in which A is a thio or sulphinyl group, R<1> is hydrogen or acyl and R<2> is the radical of various thiols, thioamides etc., and their salts and esters are prepared by reacting a corresponding 3-halomethyl or 3-lower-alkanoyloxymethyl compound or a salt or ester thereof with a compound R<2>H in the presence of a quaternary ammonium salt or of a phosphonium salt. If desired, the sulphinyl compounds can be reduced to thio compounds, or a carboxyl group which is protected as a salt or as an ester can be unblocked. The compounds have antibacterial activity.
Patent CH-618677-A5 (CH)
Title: Process for the preparation of phenylalkylamines
Inventor: ZENITZ BERNARD LEON
IPC: C07D295/135
Filed: 1976-01-20
Abstract: The compounds of formula I ( &rdurule& C=X =  &rdurule& C=O or &rdurule& CHOH); R1, R2 and -N=B see Claim 1) are prepared by selective reduction of a compound of formula V with a double hydride of aluminium and an alkali metal, protecting, if desired, the group &rdurule& C=X =  &rdurule& C=O by intermediate acetalisation. Compounds of formula I where  &rdurule& C=X will take the following meanings:     (a)  &rdurule& CHOH (reduction of the  &rdurule& C=O group)   (b)  &rdurule& C=O (oxidation of the  &rdurule& CHOH group)   (c)  &rdurule& CH2 (reduction of the  &rdurule& CHOH group)   (d)  &rdurule& C=NOH ( &rdurule& C=O reacted with hydroxylamine)   (e)  &rdurule& CH-NH2 (reduction of the oxime) and   (f)  &rdurule& CH-N(CH3)2 (methylation of the amine e)  are obtained via a number of additional reactions. All these compounds can be converted to acid addition salts. They are useful as medicaments, in particular as antiinflammatory agents. <IMAGE>   <IMAGE>