公开(公告)号：US20200161867A1

公开(公告)日：2020-05-21

申请号：US16537610

申请日：2019-08-11

Applicant: Hefei University of Technology

Inventor： Kaile ZHOU ,  Lulu WEN ,  Shanlin YANG

IPC: H02J3/38 ,  G06N3/04 ,  G06N3/00 ,  G06N3/08 ,  G06Q10/06 ,  G06Q50/06

Abstract: The present invention provides a method, system and storage medium for load dispatch optimization for residential microgrid. The method includes collecting environmental data and time data of residential microgrid in preset future time period; obtaining power load data of residential microgrid in future time period by inputting environmental data and time data into pre-trained load forecasting model; obtaining photovoltaic output power data of residential microgrid in future time period by inputting environmental data and time data into pre-trained photovoltaic output power forecasting model; determining objective function and corresponding constraint condition of residential microgrid in future time period, where optimization objective of objective function is to minimize total cost of residential microgrid; obtaining load dispatch scheme of residential microgrid in future time period by solving objective function with particle swarm algorithm. The invention can provide load dispatch scheme suitable for current microgrid and reduce operating cost of residential microgrid.

公开(公告)号：US20180137250A1

公开(公告)日：2018-05-17

申请号：US15804033

申请日：2017-11-06

Applicant: Hefei University of Technology

Inventor： Shuai DING ,  Shanlin YANG ,  Xiao SUN ,  Wenjuan FAN ,  Hang JIN ,  Yeqing LI ,  Shaowen LAN

IPC: G06F19/00 ,  G10L15/22 ,  G10L15/08 ,  G10L15/30 ,  G10L25/51

CPC classification number: G16H50/20 ,  G06F19/321 ,  G10L15/08 ,  G10L15/22 ,  G10L15/26 ,  G10L15/30 ,  G10L25/51 ,  G10L2015/088 ,  G10L2015/223 ,  G16H10/20 ,  G16H10/60 ,  G16H20/00 ,  G16H40/67 ,  G16H70/20

Abstract: The present invention discloses a mobile health intelligent medical guide system and method thereof. The method comprises steps: collecting patient chief complaint, sending the patient chief complaint to a cloud server, analyzing and processing the patient chief complaint, text word segmentation, fuzzy matching and sorting recommendation technologies, generating a disease examination result, and generating an intelligent medical guide result to be fed back to the mobile terminal; reminding the patient to supplement the chief complaint information if the patient does not end this query or the diagnosis result does not achieve the optimum, and then optimizing the disease examination result and the intelligent medical guide result until the patient ends the query or the diagnosis result achieves the optimum. The system disclosed can assist the patient to perform self-helped disease examination and medical guide in the mobile environment, thereby promoting the development of the mobile medical technology.

公开(公告)号：US20190034509A1

公开(公告)日：2019-01-31

申请号：US16049709

申请日：2018-07-30

Applicant: Hefei University of Technology

Inventor： Shuai DING ,  Shanlin YANG ,  Qiang FU ,  Lin ZHANG

IPC: G06F17/30 ,  H04L29/08

Abstract: The present invention provides a method and system for synchronously storing multi-modal information of portable endoscope. The method includes: S1: when a mobile terminal acquires data collected by a portable endoscope and updates local data with the acquired data, acquiring update record of the local data of the mobile terminal; and, S2: when the mobile terminal is synchronized with a cloud, synchronizing data in the mobile terminal with data in the cloud by using the update record as information to be synchronized. By creating a table to be synchronized to store change information and location information of files and selectively performing synchronization from the mobile terminal to the cloud or from the cloud to the mobile terminal according to whether or not the table to be synchronized is null during synchronization, unnecessary synchronization operations, storage burden of the mobile terminal and synchronization time and traffic are all reduced.

公开(公告)号：US20180341696A1

公开(公告)日：2018-11-29

申请号：US15892279

申请日：2018-02-08

Applicant: Hefei University of Technology

Inventor： Shuai DING ,  Shanlin YANG ,  Xinbao LIU ,  Wenjuan FAN ,  Feng NIU ,  Hao WANG

IPC: G06F17/30

Abstract: The present disclosure discloses a method and system for detecting overlapping communities based on similarity between nodes in a social network. The method comprises steps of: receiving a social network to be detected; calculating a level of similarity between nodes in the social network to be detected; detecting overlapping communities in the social network based on the level of similarity between nodes; and, outputting a structure of the detected overlapping communities. In the method for detecting overlapping communities based on similarity between nodes in a social network of the present disclosure, a method for calculating similarity between network structure information and node attribute information is fused in the social network environment, and a method for discovering overlapping communities by fusing the similarity between nodes is proposed on this basis to obtain a high-quality community cohered in terms of both network structure and node preference.

公开(公告)号：US20180137246A1

公开(公告)日：2018-05-17

申请号：US15803166

申请日：2017-11-03

Applicant: Hefei University of Technology

Inventor： Shuai DING ,  Shanlin YANG ,  Wenjuan FAN ,  Feng NIU ,  Zeyuan WANG ,  Ling LI ,  Zijie YUE

IPC: G06F19/00 ,  H04L29/08

CPC classification number: G16H10/60 ,  H04L63/08 ,  H04L67/04 ,  H04L67/06 ,  H04L67/1095 ,  H04L67/1097 ,  H04L67/26 ,  H04L67/42 ,  H04W12/06

Abstract: The present invention discloses a multimode mobile electronic medical record system and a working method thereof. The multimode mobile electronic medical record system comprises a plurality of mobile terminals, service server, push server, authentication server and cloud server. The mobile terminal comprises a medical record information collection module, a medical record generation module, a medical record synchronization module, a medical record parsing module and a medical record showing module. The service server comprises a medical record storage module and a medical record exchange module. The push server comprises a medical record push module. The authentication server comprises a medical record safety control module. The multimode mobile electronic medical record system can meet collection, integration and transfer of multimode electronic medical record information in a mobile medical environment, and can efficiently improve efficiency and convenience of mobile medical services.

公开(公告)号：US20220368131A1

公开(公告)日：2022-11-17

申请号：US17866977

申请日：2022-07-18

Applicant: Hefei University of Technology

Inventor： Kaile ZHOU ,  Kunshu ZHOU ,  Shanlin YANG

IPC: H02J3/14 ,  H02J3/00 ,  H02J3/32

Abstract: A capacity configuration method and system of energy storage in a microgrid. In this application, the time-series data related to photovoltaic power generation is acquired and processed to obtain the preprocessed time-series data; a time-series generative adversarial network (Time GAN) is trained based on the preprocessed time-series data to perform data enhancement to obtain enhanced time-series data; and based on the enhanced time-series data, a distributionally robust optimization model is used to perform capacity configuration of energy storage.

公开(公告)号：US20190041809A1

公开(公告)日：2019-02-07

申请号：US16056045

申请日：2018-08-06

Applicant: Hefei University of Technology

Inventor： Qiang ZHANG ,  Shanlin YANG ,  Zhanglin PENG ,  Jun PEI ,  Xiaonong LU

IPC: G05B13/02 ,  F15B21/08 ,  G05B19/18 ,  G06N7/00

Abstract: The present invention discloses an automatic loading system and method for service functions of a hydraulic machine. The loading system includes an acquiring portion for acquiring i service function component chains of a hydraulic machine, a determining portion for determining a demand sequence of the service function component chains used by a user within each preset time period in a measuring cycle based on the acquired service function component chains and a deciding portion for automatically loading a service function of the hydraulic machine in a next moment according to the demand sequence based on a current input operation command of the user. By adopting the automatic loading system or method provided by the present invention, response speed of intelligent services of the hydraulic machine can be improved.

公开(公告)号：US20180294819A1

公开(公告)日：2018-10-11

申请号：US15947857

申请日：2018-04-08

Applicant: Hefei University of Technology

Inventor： Kaile ZHOU ,  Lulu WEN ,  Shanlin YANG ,  Xinhui LU ,  Zhen SHAO ,  Li SUN

IPC: H03M7/30 ,  H04L29/06 ,  G01D4/00 ,  G01R22/06

CPC classification number: H03M7/3084 ,  G01D4/002 ,  G01R22/063 ,  H03M7/3059 ,  H04L69/04 ,  Y02B90/24 ,  Y04S20/30

Abstract: The present invention relates to a method and a system for compressing data from a smart meter. The method comprises: LZ-encoding electricity load data collected by the smart meter whenever the smart meter collects the electricity load data; storing the LZ-encoded electricity load data in a temporary database through a smart grid communication channel; reading the electricity load data from the temporary database every preset second duration, wherein the read electricity load data is electricity load data stored in the temporary database within the second duration before a corresponding reading time point; and LZ-decoding the read electricity load data, SAX-compressing the LZ-decoded electricity load data, and storing the SAX-compressed electricity load data in a data center. The present invention has high compression rate, reduces the transmission burden for communication lines and storage burden for the data center, and improves the efficiency of smart electricity data analysis and mining.

公开(公告)号：US20190265768A1

公开(公告)日：2019-08-29

申请号：US16284064

申请日：2019-02-25

Applicant: Hefei University of Technology

Inventor： Kaile ZHOU ,  Zhifeng GUO ,  Shanlin YANG ,  Pengtao LI ,  Lulu WEN ,  Xinhui LU

IPC: G06F1/28 ,  G06N20/00 ,  G06N7/00

Abstract: The disclosure provides a method, a system and a storage medium for predicting power load probability density based on deep learning. The method comprises: S101, collecting power load data of a user, meteorological data and air quality data in a preset historical time period, and dividing the collected data into a training set and a test set; S102, determining a deep learning model for predicting power load; S103, inputting the test set into the deep learning model for predicting power load, and obtaining power load prediction data of the user at different quantile points in a third time interval; S104, performing kernel density estimation and obtaining a probability density curve of the power load of the user in the third time interval.

公开(公告)号：US20190035506A1

公开(公告)日：2019-01-31

申请号：US16049787

申请日：2018-07-30

Applicant: Hefei University of Technology

Inventor： Shuai DING ,  Shanlin YANG ,  Chao FU ,  He LUO

IPC: G16H50/20 ,  G16H10/60 ,  G06N5/04 ,  G06N99/00

Abstract: The invention provides an intelligent auxiliary diagnosis method, system and machine-readable medium. The method comprises: calculating relevancy between keywords of chief complaint in a current medical record and in a standard medical record and Latent Semantic Indexing (LSI) themes to acquire a set of vectors for current medical record-theme relevancy and a set of vectors for standard medical record-theme relevancy; calculating the similarity between the chief complaint in a current medical record and the chief complaint in a standard medical record, based on the set of vectors for current medical record-theme relevancy and the set of vectors for standard medical record-theme relevancy; and determining a corresponding standard medical record, according to the similarity. The invention can be used for preliminary determination of a current medical record and intelligent diagnosis, thereby greatly reducing the pressure on hospital staff and improving patient experience.