3results about How to "Obvious technological advancement" patented technology

This invention provides a lithium carbonate price prediction method based on multimodal data collaborative driving, comprising the following steps: multimodal data source identification and data acquisition; multimodal data classification and standardization; personalized noise filtering and outlier correction of multimodal data; extraction of trend and correlation features from structured data; extraction of semantic and visual / speech features from unstructured data; extraction of key information and feature quantification from semi-structured data; weighted collaborative fusion and feature optimization of multimodal features; construction and training of a two-branch collaborative prediction model; model prediction and preliminary verification of prediction results; optimization and dynamic correction of prediction results; interpretability analysis and visualization of prediction results; and method effectiveness verification and continuous improvement. This method, based on multimodal data collaborative driving, addresses the pain points of existing lithium carbonate price prediction technologies, forming a comprehensive, high-precision, and highly practical prediction solution.

The present application relates to the technical field of grouting, in particular to a kind of umbrella-shaped assembled recyclable grouting equipment, including grouting blade, soil breaking cone, connecting steel ring, movable rod piece, pusher, grouting main rod, grouting pipe, umbrella-shaped grouting assembly module, grouting main rod buckle insertion tip.The soil breaking cone is connected with grouting main rod;The grouting main rod can be used according to length sequentially end-to-end lap joint, one end of the pusher is fixed on the grouting main rod, and the other end is connected with the connecting steel ring;The grouting blade is connected with the connecting steel ring, and the pusher will drive grouting blade to open when pushing.The present application can accurately reach specified position and grout in a large range in a short time, form reliable water-stopping barrier, can participate in rescue and disaster relief under certain conditions, save a lot of manpower and material resources.

The invention discloses a bid invitation purchasing compliance and risk decision-making method based on a bipolar discussion theory. The method comprises the following steps: firstly, carrying out structuring and atomization processing on bid invitation documents and laws and regulations through a DeepOCR and a big language model; fusing the internal atomic arguments and external evidences, and constructing a bidirectional argument graph containing a support relationship and an attack relationship; and iteratively calculating the standing intensity score of each argument through an aggregation influence model to realize quantitative risk assessment. And finally generating a structured auditing opinion with a traceable evidence chain, and automatically distributing the structured auditing opinion to an expert review or automatic approval channel according to the risk level. Through a man-machine cooperation feedback mechanism, expert correction opinions are settled as new knowledge, and continuous self-evolution of the bidding knowledge ontology network is realized. According to the method, the accuracy, interpretability and adaptability of compliance judgment are remarkably improved, and the method is suitable for government purchase, project bid invitation, enterprise internal control and other scenes.