baber/WOPTO huggingface dataset:
Patent AU-2021100130-A4 (AU)
Title: Intelligent control method and system for sewage treatment aeration based on deep learning
Inventor: YU HAN
IPC: G05B13/04
Filed: 2021-01-11
Granted: 2021-04-08
Abstract: The present disclosure provides an intelligent control method and system for sewage 
treatment aeration based on deep learning (DL). The present disclosure uses a gated recurrent unit 
(GRU) neural network model to determine an optimal aeration rate under a current working 
condition (a minimum aeration rate for effluent compliance), and performs aeration control 
according to the optimal aeration rate. The present disclosure reduces the energy consumption in 
the sewage treatment process and stabilizes the quality of the effluent. In addition, the present 
disclosure does not require complicated calculations, and improves the sewage treatment 
efficiency.
1/3 
Establish a gated recurrent unit (GRU) neural network model 
Acquire quality parameters of water at a water inlet and a water outlet of a sewage treatment 102 system under different working conditions, quality parameters of water and sludge in each reaction 
tank, operating parameters of the sewage treatment system and operating parameters of a blower as 
training input vectors 
Determine optimal aeration rates under different working conditions as optimal aeration rates 
corresponding to different training input vectors 
Establish a training set including the training input vectors and the optimal aeration rates 
corresponding to the training input vectors 
Train the GRU neural network model by using the training set to obtain a trained GRU neural 
network model 
Acquire the quality parameters of the water at the water inlet and the water outlet of the sewage 106 
treatment system under a current working condition, the quality parameters of the water and the 
sludge in each reaction tank, the operating parameters of the sewage treatment system and the 
operating parameters of the blower, and establish a monitored data vector 
107 
Input the monitored data vector into the trained GRU neural network model to obtain an optimal 
aeration rate under the current working condition 
108 
Perform aeration control according to the optimal aeration rate under the current working condition 
FIG. 1
Patent AU-2021101274-A4 (AU)
Title: Integrated multimodal sensor system for agri farms
Inventor: KOSHARIYA ASHOK KUMAR
IPC: G01K7/01
Filed: 2021-03-11
Granted: 2021-05-06
Abstract: INTEGRATED MULTIMODAL SENSOR SYSTEM FOR AGRI FARMS 
ABSTRACT 
Making a few concurrent assumptions with various types of sensors at a similar area in an 
answer is troublesome considering crosstalk between the sensors. Likewise, because the 
conditions at various areas in beds of plant vary, assumptions in agribusiness should be 
performed in little confined regions. In this invention, we created a multimodal sensor on a 
little silicon chip which has the potential of hydrogen sensor incorporated with electric 
conductance and for sensing temperature sensors are used. An ion sensitive field effect 
transistor with an Si3N4 film was utilized for the potential of hydrogen sensor. The electric 
conductance between platinum anodes was estimated in the EC sensor. These are probably the 
main constraints needed to control the conditions of beds of plant.  
1
INTEGRATED MULTIMODAL SENSOR SYSTEM FOR AGRI FARMS 
AGCULTRA AGRICULTURALARIUTUA 
NETWORK ~~NETWORK PLATFORMS NTOKTPLG 
ARCHTECTUREANPRTCL 
STRUCTYUREJCOFGRTN 
FIGURE 1: AGRICULTURAL NETWORK 
FIGURE 2: PROPOSED FRAMEWORK
Patent AU-2021103361-A4 (AU)
Title: Acid-resistant chitin magnetic adsorbent and preparation method and application thereof
Inventor: YANG HU
IPC: C02F101/30
Filed: 2021-06-15
Granted: 2021-08-12
Abstract: An acid-resistant magnetic composite microsphere material, which uses chitin-poly(acrylic 
acid) or chitin-poly(methacrylic acid) composite as the wrapping material, and with the core 
surface wrapping with a layer of attapulgite magnetic material. The chitin-poly(acrylic acid) or 
chitin-poly(methacrylic acid) composite microsphere material of the present invention can be 
used as a high-efficiency water treatment agent for treating different polluted water bodies, and 
is especially suitable for the advanced treatment of water bodies with harmful substances 
remaining after conventional treatments. Moreover, the implementation process is relatively 
simple which aiming at the current advanced treatment of water bodies. It requires no 
renovation of the original water treatment process on a large scale but simply adding another 
one step on the basis of the original process, the preparation method disclosed in the present 
invention.
Patent AU-2021104323-A4 (AU)
Title: Corncob Powder/Polylactic Acid Composite Material and Preparation Method Therefor
Inventor: HAN RUI
IPC: C08L67/04
Filed: 2021-07-20
Granted: 2021-09-09
Abstract: The present application relates to the field of composite materials, in particular to 
a corncob powder/polylactic acid composite material and a preparation method 
therefor. The method comprises the following steps: modifying polylactic acid by a 
polyanhydride or polycarboxy compound with a benzene ring, a naphthalene ring or 
cyclopentane, so that a chain end group structure of a polylactic acid molecule is 
changed from a monohydroxy structure into a rigid ring molecular structure containing 
polycarboxy groups; treating corncob powder by an alkali liquor, and microwave 
blasting to expose polyhydroxyl cellulose of the corncob powder; and then hot-melt 
blending end-group modified polylactic acid with modified corncob powder, so as to 
remarkably promote chemical bonding between polylactic acid and the surface of the 
corncob powder by means of rigid polycarboxy functional groups at a chain end of 
polylactic acid and polyhydroxyl cellulose exposed on the corncob powder. The 
composite material prepared by the method of the present application has high 
interfacial strength, and the corncob powder is connected with each other by polylactic 
acid to form a cross-linked network, so that the composite material still shows good 
mechanical properties at high corncob powder filling rate. Therefore, the method of 
the present application can be widely applied to the field of environment-friendly plastic 
products.
Patent AU-2021104923-A4 (AU)
Title: Air purification lamp
Inventor: Liu cheng kun
IPC: F24F1/0038
Filed: 2021-08-04
Granted: 2021-09-30
Abstract: The present application relates to the technical field of the air purification lamp, and 
more particularly to an air purification lamp, including: an air purification assembly, 
an illumination assembly, and a frame. The air purification assembly includes: an air 
channel, a blower, and a filter. Two ends of the air channel define therein an air inlet 
and an air outlet. The blower is accommodated within the air channel. The filter is 
arranged to cover the air inlet of the air channel and/or the air outlet of the air channel.  
The frame is arranged surrounding the air inlet of the air channel, the air outlet of the 
air channel, and the illumination assembly. At least one fresh air vent is defined in the 
frame and is configured to communicate with a vent of the bearing body or an air 
outlet of a central air conditioner. The air purification lamp provided by the present 
application adopts the fresh air vent defined in the frame and in communication with 
the vent of the bearing body and the air outlet of the central air conditioner. In this 
way, the exchange between the indoor air and the outdoor air can be realized by the 
fresh air vent, which effectively tackles the technical problem that the existing air 
purification lamp can only realize the indoor air circulation, and which effectively 
improves the freshness of indoor air and the breathing experience of indoor personnel.
1/2 
10 16 
20 30 
FIG. 1 
30 31 21 
1120 31 112 
FIG. 2 
12 11 11315 14 
21 112 
FIG. 3
Patent AU-2021106852-A4 (AU)
Title: Shelf for a display case and display case
Inventor: BLACKWOOD TAGGART
IPC: H02N15/00
Filed: 2021-08-24
Granted: 2021-11-25
Abstract: A shelf for a display case, incorporating therein a plurality of spaced apart electromagnets 
to display items levitating above the shelf at different locations.
114 
10 16c 
16d 
20a 16b 
12 
20b 15 
FIGURE 1 16a 
10 
12 
20c 
FIGURE 2
Patent AU-2021107343-A4 (AU)
Title: Drains
Inventor: SALIBA KAMILO
IPC: E03F5/06
Filed: 2021-08-25
Granted: 2021-12-16
Abstract: DRAINS 
A floor waste comprises a recess for receiving water, the recess 
comprising a base and a wall extending upwardly from the base. A first 
5 flange extends outwardly substantially perpendicularly from the wall of 
the recess to provide alignment for a floor surface external to the 
recess. The wall extends above a level of the first flange to provide 
alignment for the floor surface. A second flange extends inwardly from 
the wall to support a grate, grate cover or grille above the base of the 
10 recess. Embodiments of the floor waste are integrally formed from 
folded metal.  
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9/13 
12 16 
22 
33 
20 
18 
FIG 12 
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Patent AU-2022100105-A4 (AU)
Title: System and Method of Treating Brines
Inventor: SMITH BRUCE
IPC: C25B1/04
Filed: 2022-08-11
Granted: 2022-09-08
Abstract: A method of treating brines (10) comprising the steps of: pre-cooling the brines using 
ice before further cooling the brines using a refrigerant. This further cooling of the 
brines continues until a first temperature equal to a eutectic freezing point of a mineral 
salt suspended in the brines is reached, such that the brines are transformed into an 
ice slurry. The ice is then separated from the ice slurry for use as part of the pre
cooling step. The remainder of the ice slurry is filtered to recover crystallised mineral 
salts suspended therein. A system for performing the method is also described.  
Figure 1
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Patent WO-2019214758-A4 (WO)
Inventor: MARIN DORTA DIOSDADO EDUARDO
IPC: H01G4/30
Filed: 2019-05-03
Abstract: The invention relates to a capacitive transformer made up of one or more capacitors inside one another in order to harness the energy generated by the electrical field of the external capacitor in the reduction of voltage and the variation of electrical capacity, made up of three or more conductive plates separated by one or more types of dielectric materials, which are distributed geometrically in planar, cylindrical, spherical or linear capacitor configurations, having at least two external plates and one or more internal plates placed so that the inner plates maximise the circulation of the electrical field generated by the external plates by means of the total influence effect.
Patent WO-2009115590-A4 (WO)
Inventor: MCNEIL JOHN
IPC: F02M25/10
Filed: 2009-03-19
Abstract: A method of combusting a renewable oil or fat comprises injecting the oil or fat into a combustion cylinder of a heterogeneous-charge compression-ignition engine and supplying to the cylinder inlet port combustion air or working fluid at a temperature substantially above ambient for substantially the entire time that the engine is running. Other aspects of the invention provide a compression ignition engine for use in the method, and a method of using the engine to combust renewable oils or fats.
Patent WO-2019081595-A4 (WO)
Title: Liant dpp3 dirigé vers et se liant à des épitopes dpp3 spécifiques et son utilisation dans la prévention ou le traitement de maladies/états aigus associés au stress oxydatif
Inventor: BERGMANN ANDREAS
IPC: A61P9/04
Filed: 2018-10-24
Abstract: La présente invention concerne un liant dirigé contre une protéine DPP3 ou un dérivé fonctionnel de celui-ci et son utilisation dans un procédé de prévention ou de traitement de maladies ou d'états aigus chez un patient, ladite maladie ou état aigu étant associés à un stress oxydatif. La présente invention concerne particulièrement un liant dirigé vers et se liant à un épitope selon SEQ ID NO : 2, ledit épitope étant compris dans une protéine DPP3 ou un dérivé fonctionnel de celle-ci, et ledit liant DPP3 reconnaissant et se liant à au moins trois acides aminés de SEQ ID NO : 2.
Patent WO-2018127841-A4 (WO)
Title: Station d'un système de transport de câble
Inventor: ERHARTER NIKOLAUS
IPC: B61B1/02
Filed: 2018-01-05
Abstract: L'invention concerne une station (1) d'un système de transport de câbles (2) conçue pour inverser la direction de déplacement d'une unité de transport (3) supportée et déplacée à l'extérieur de la station par au moins un câble (4), la station comprenant : • - un dispositif pour le découplage automatique (5) du câble par rapport à l'unité de transport; • - un dispositif pour le couplage automatique (6) du câble à l'unité de transport; • - un dispositif de guidage (7) s'étendant le long d'un axe longitudinal (8) et conçu pour supporter et guider l'unité de transport (3) à l'intérieur de la station entre le dispositif de découplage automatique (5) et le dispositif de couplage automatique (6).
Patent WO-2011005469-A4 (WO)
Title: Détecteurs de particules chargées
Inventor: HILL RAYMOND
IPC: H01J43/06
Filed: 2010-06-21
Abstract: L'invention porte sur des dispositifs, des systèmes et des procédés qui comprennent : (a) une première couche de matériau positionnée sur une première surface d'une structure de support et configurée pour générer des électrons secondaires en réponse à des particules chargées incidentes qui frappent la première couche, la première couche comprenant une ouverture configurée pour permettre à une partie des particules chargées incidentes de passer à travers l'ouverture; et (b) une seconde couche de matériau positionnée sur une seconde surface de la structure de support et séparée de la première couche par une distance de 0,5 cm ou plus, la seconde couche étant configurée pour générer des électrons secondaires en réponse à des particules chargées qui passent à travers l'ouverture et frappent la seconde couche, le dispositif étant un détecteur de particules chargées.
Patent WO-2014089395-A4 (WO)
Title: Métrologie à haute vitesse avec machines à commande numérique
Inventor: GARVEY MICHAEL
IPC: G01B5/008
Filed: 2013-12-06
Abstract: L'invention porte sur des systèmes, des appareils et des procédés pour intégrer un capteur de métrologie électronique à de l'équipement de production de précision tel que des machines à commande numérique par ordinateur (CNC). Par exemple, un capteur de mesure de distance laser est utilisé. Des mesures sont effectuées à une fréquence d'échantillonnage relativement élevée et converties en un format compatible avec d'autres données générées ou acceptées par la machine CNC. Des mesures provenant du capteur sont synchronisées avec la position du bras de la machine, par exemple par l'utilisation de décalages. Un traitement permet d'obtenir une carte tridimensionnelle détaillée et très précise d'une pièce à usiner dans la machine. Des instruments de métrologie applicables comprennent d'autres instruments de caractérisation non destructive à lecture presque continue tels que des capteurs dimensionnels, à courants de Foucault, à ultrasons et de fluorescence de rayon X (XRF) à contact et sans contact. Diverses utilisations de mesures comprennent : un appariement de multiples composants, une correction de dérive de machine, une commande en boucle fermée de machines, et une vérification de tolérances de produit par contrôle de qualité dimensionnel en série sensiblement complet.
Patent WO-2018118733-A4 (WO)
Title: Cloud framework system
Inventor: AQRAWI AHMED ADNAN
IPC: G06F9/50
Filed: 2017-12-18
Abstract: A method can include receiving a request for cloud resources where the cloud resources include frameworks where the frameworks include a seismic interpretation and earth model framework; processing the request; accessing at least one of the frameworks as executing on at least a portion of the cloud resources; generating a result responsive to the accessing; and transmitting the result.
Patent WO-2019112982-A4 (WO)
Title: Improving algal lipid productivity via genetic modification of a signaling protein
Inventor: AJJAWI IMAD
IPC: C12N9/16
Filed: 2018-12-04
Abstract: The present invention provides mutant microorganisms having attenuated expression of a gene encoding a polypeptide that includes a GAF domain wherein the mutant microorganisms have higher lipid productivity and/or exhibit increased partitioning of carbon to lipid as compared to wild-type microorganisms from which they are derived. Also provided are methods of producing lipids using the mutant microorganisms, guide RNAs, and nucleic acid constructs used for producing mutant microorganisms.
Patent WO-2021262764-A4 (WO)
Inventor: TAHA AHMAD
IPC: A61M5/31
Filed: 2021-06-22
Abstract: The present disclosure is directed to pharmaceutical packaging such as syringes, vials, and blood tubes having a thermoplastic wall that is coated with a gas barrier coating in which at least one layer is applied by atomic layer deposition. The gas barrier coating may include, for example, one or more layers of SiO 2 , one or more layers of Al2O3, or a combination thereof, and may serve as a barrier against a variety of gases including oxygen, water vapor, and nitrogen. The present disclosure is also directed to syringes and vials which are configured for the storage of lyophilized or cold-chain drugs and in particular to maintain container closure integrity throughout the supply and storage conditions associated with such drugs. The present disclosure is also directed to evacuated blood tubes having extended shelf lives.
Patent WO-2023038963-A4 (WO)
Title: Systèmes et procédés d'apprentissage vertical aveugle
Inventor: GHARIBI GHARIB
IPC: G06N7/00
Filed: 2022-09-07
Abstract: Un procédé de fourniture d'apprentissage vertical aveugle comprend la création, sur la base de données assemblées, d'un réseau neuronal ayant n parties inférieures et une partie supérieure et transmettant chaque partie inférieure des n parties inférieures à un dispositif client. L'apprentissage du réseau neuronal comprend l'acceptation d'une sortie en provenance de chaque partie inférieure du réseau neuronal, l'assemblage de la pluralité de sorties au niveau d'une couche de fusion, le passage des sorties fusionnées vers la partie supérieure du réseau neuronal, la réalisation d'une étape de propagation avant au niveau de la partie supérieure du réseau neuronal, le calcul d'une valeur de perte après l'étape de propagation avant, le calcul d'un ensemble de gradients de la valeur de perte par rapport à des paramètres de modèle côté serveur et le passage de sous-ensembles de l'ensemble de gradients à un dispositif client. Après l'apprentissage, le procédé comprend la combinaison de la partie inférieure entraînée de chaque dispositif client en un modèle combiné.
Patent CH-682928-A5 (CH)
Title: Device for handling lamellae in a warp-thread drawing.
Inventor: JAEGER SILVIO
IPC: D03J1/14
Filed: 1991-01-22
Abstract: The apparatus for handling droppers after threading of the warp has been completed contains rail-like carrier elements (12) for lining up the droppers and means (34) for displacing the droppers in the longitudinal direction of the carrier elements. These means are arranged on the carrier elements (12) and are formed by a threaded spindle (34) which can be driven in rotation about its longitudinal axis and is arranged on an edge, which carries the droppers, of the carrier elements. Handling of the droppers, and thus their displacement on the carrier elements, is thereby automated, and the stress on the warp threads is kept as small as possible. <IMAGE>
Patent CH-620887-A5 (CH)
Title: Process and apparatus for the production of glass fibres
Inventor: STRICKLAND EDWARD THOMAS
IPC: C03B37/02
Filed: 1975-01-13
Abstract: In the conventional processes for the production of glass fibres, the glass is melted in a container and drawn off through holes in the container base. The holes terminate in needle nozzles which project downward from the plane of the container base. Nozzles of this type require a relatively large amount of space, and the number of nozzles per unit area, and thus also the amount of fibres produced, is therefore restricted. The novel process uses a container base in the form of a die plate (22) whose holes (24) are arranged closely adjacent to one another and which furthermore do not terminate in the above nozzles, so that the plate is flooded by the emerging glass if the filaments are not drawn off. In order to prevent the flooding, the plate (22) is warmed in a controlled manner (38) in order to control the glass flow, and a cooling gas stream is directed from below against the plate (22) and cools the glass (12) emerging from the holes to the temperature necessary for drawing the fibres. <IMAGE>
Patent CH-663622-A5 (CH)
Title: Process for preparing dye granules
Inventor: SCHNEIDER DIETER
IPC: C09B67/00
Filed: 1985-02-15
Abstract: Described is a process for preparing dye granules by melt granulation using a polyethylene glycol as melt carrier. The essence of the process is starting from moist dye, for example from water-moist presscake or the as-synthesised solution, and adjusting the moisture content of the granules to a value from 1 to 30% by weight by partially evaporating water from the dye-polyethylene glycol melt. The dye granules obtained can be used in particular for preparing dyebaths, padding liquors or print pastes for dyeing or printing textile materials made of natural and/or synthetic fibres, in particular polyamide.
Patent CH-572836-A5 (CH)
Title: Saddle coupling for articulated vehicle - has stabilising guide for relative rotation of traction vehicle and trailer
IPC: B62D53/08
Filed: 1974-01-18
Abstract: The saddle coupling is used in an articulated vehicle unit in which the coupling is held on the traction vehicle rear and front axle. A transverse axis for articulation in the vertical plane is arranged at a point below the traction vehicle frame in order to ensure stability against jack-knifing on braking. This transverse pivoting axis is arranged near the rear axle. The pivoting of the trailer front end is ensured by an arcuate guide or by pivoted levers in the coupling. An arcuate guide (22) between trailer (10) and traction vehicle (1) has a pivoting centre (C) which coincides with the road surface (20) on which the wheels roll.
Patent CH-663357-A5 (CH)
Title: Apparatus for separating solid constituents from waste water
Inventor: DUNDER VILHO
IPC: B03C7/00
Filed: 1985-07-11
Abstract: The apparatus includes a slowly rotating screen drum (1) which is furnished with feed elements for the feed of waste water (effluent) into the screen drum from one of its ends (2) and with discharge elements for discharging the solid constituents from the other end. The water is filtered in this case through the casing (5) of the screen drum (1). The solid constituents for their part are transported by spiral transverse ribs (4) within the screen drum (1) in the direction of the drum axis to the outlet end. The sludge formed from the solid constituents is furthermore agitated within the drum by longitudinal ribs (3) which extend over the entire drum length. At least some of the longitudinal ribs (3) are inclined with respect to the radial direction in such a manner that the angle ( alpha 1) between the front side of the longitudinal rib (3) in the direction of rotation of the screen drum and the internal surface of the drum casing (5) is smaller than the angle ( alpha 2) between the rear side of this rib (3) and the inside of the drum casing. As a result, the filter action is increased. <IMAGE>