EVElectric Vehicle dashboard capable of displaying battery life expectancy and driving patterns
The present invention relates to an electric vehicle dashboard capable of displaying battery life expectancy and driving patterns. The electric vehicle dashboard capable of displaying battery life expectancy and driving patterns according to the present invention comprises: a machine learning model...
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| creator | KIM SEONG KWEON |
| description | The present invention relates to an electric vehicle dashboard capable of displaying battery life expectancy and driving patterns. The electric vehicle dashboard capable of displaying battery life expectancy and driving patterns according to the present invention comprises: a machine learning model unit which pre-learns data of batteries with various user patterns by using a machine learning model, receives data from an arbitrary electric vehicle battery, and compares and analyzes the data with pre-learning to provide results; a life expectancy prediction unit which analyzes the data provided by the machine learning model unit and then predicts the life expectancy of the battery; a driving habit analysis unit which analyzes a driver's driving habits based on the data provided by the machine learning model unit; and a dashboard display unit which displays the life expectancy of the battery predicted by the life expectancy prediction unit and the driver's driving habits analyzed by the driving habit analysis unit on a display screen. According to the present invention, by displaying the battery life expectancy and the driver's driving habits on the vehicle's dashboard, it is possible to induce the driver to easily grasp his or her driving habits and have good driving habits. In addition, it is possible to prevent overload and explosion accidents of the battery by grasping the battery life expectancy in real time.
본 발명은 배터리 기대수명 및 주행 패턴 표시가 가능한 전기 자동차 계기판에 관한 것이다. 본 발명에 따른 배터리 기대수명 및 주행 패턴 표시가 가능한 전기 자동차 계기판은, 기계학습 모델을 이용하여 다양한 사용자 패턴을 가진 배터리의 데이터를 사전에 학습하고, 임의의 전기자동차 배터리의 데이터를 입력받아 사전 학습 데이터와 비교/분석하여 결과를 제공하는 기계학습 모델부; 기계학습 모델부로부터 제공된 데이터를 분석하여 배터리의 기대수명을 예측하는 기대수명 예측부; 기계학습 모델부로부터 제공된 데이터를 바탕으로 운전자의 주행습관을 분석하는 운전습관 분석부; 및 기대수명 예측부에 의해 예측된 배터리의 기대수명 및 운전습관 분석부에 의해 분석된 운전자의 주행습관을 디스플레이 화면에 표시하는 계기 표시부를 포함한다. 이와 같은 본 발명에 의하면, 자동차의 계기판에 배터리의 기대수명과 운전자의 주행 습관을 표시해 줌으로써, 운전자가 쉽게 자신의 주행 습관을 파악하여 좋은 주행 습관을 가질 수 있도록 유도하고, 배터리의 기대수명을 실시간으로 파악하여 배터리의 과부하 방지 및 폭발 사고를 예방할 수 있다. |
| format | Patent |
| fullrecord | <record><control><sourceid>epo_EVB</sourceid><recordid>TN_cdi_epo_espacenet_KR20230141132A</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>KR20230141132A</sourcerecordid><originalsourceid>FETCH-epo_espacenet_KR20230141132A3</originalsourceid><addsrcrecordid>eNqNy00KwjAQhuFuXIh6hwHXQn-8gJSK4E6k2zKZTO1ASIYkiL29VTyAqw9enm9dDF3fOaYchaDnScgxWEyTCRgtECqapYQRrCR1OIt_gMGcOc7gZGTgly539DQDegs2yvNj9Gt82harEV3i3W83xf7c3dvLgTUMnBSJPefheqvLuimrY1U19an5T70BZTk9zQ</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>patent</recordtype></control><display><type>patent</type><title>EVElectric Vehicle dashboard capable of displaying battery life expectancy and driving patterns</title><source>esp@cenet</source><creator>KIM SEONG KWEON</creator><creatorcontrib>KIM SEONG KWEON</creatorcontrib><description>The present invention relates to an electric vehicle dashboard capable of displaying battery life expectancy and driving patterns. The electric vehicle dashboard capable of displaying battery life expectancy and driving patterns according to the present invention comprises: a machine learning model unit which pre-learns data of batteries with various user patterns by using a machine learning model, receives data from an arbitrary electric vehicle battery, and compares and analyzes the data with pre-learning to provide results; a life expectancy prediction unit which analyzes the data provided by the machine learning model unit and then predicts the life expectancy of the battery; a driving habit analysis unit which analyzes a driver's driving habits based on the data provided by the machine learning model unit; and a dashboard display unit which displays the life expectancy of the battery predicted by the life expectancy prediction unit and the driver's driving habits analyzed by the driving habit analysis unit on a display screen. According to the present invention, by displaying the battery life expectancy and the driver's driving habits on the vehicle's dashboard, it is possible to induce the driver to easily grasp his or her driving habits and have good driving habits. In addition, it is possible to prevent overload and explosion accidents of the battery by grasping the battery life expectancy in real time.
본 발명은 배터리 기대수명 및 주행 패턴 표시가 가능한 전기 자동차 계기판에 관한 것이다. 본 발명에 따른 배터리 기대수명 및 주행 패턴 표시가 가능한 전기 자동차 계기판은, 기계학습 모델을 이용하여 다양한 사용자 패턴을 가진 배터리의 데이터를 사전에 학습하고, 임의의 전기자동차 배터리의 데이터를 입력받아 사전 학습 데이터와 비교/분석하여 결과를 제공하는 기계학습 모델부; 기계학습 모델부로부터 제공된 데이터를 분석하여 배터리의 기대수명을 예측하는 기대수명 예측부; 기계학습 모델부로부터 제공된 데이터를 바탕으로 운전자의 주행습관을 분석하는 운전습관 분석부; 및 기대수명 예측부에 의해 예측된 배터리의 기대수명 및 운전습관 분석부에 의해 분석된 운전자의 주행습관을 디스플레이 화면에 표시하는 계기 표시부를 포함한다. 이와 같은 본 발명에 의하면, 자동차의 계기판에 배터리의 기대수명과 운전자의 주행 습관을 표시해 줌으로써, 운전자가 쉽게 자신의 주행 습관을 파악하여 좋은 주행 습관을 가질 수 있도록 유도하고, 배터리의 기대수명을 실시간으로 파악하여 배터리의 과부하 방지 및 폭발 사고를 예방할 수 있다.</description><language>eng ; kor</language><subject>ARRANGEMENT OR MOUNTING OF PLURAL DIVERSE PRIME-MOVERS INVEHICLES ; ARRANGEMENT OR MOUNTING OF PROPULSION UNITS OR OFTRANSMISSIONS IN VEHICLES ; ARRANGEMENTS IN CONNECTION WITH COOLING, AIR INTAKE, GASEXHAUST OR FUEL SUPPLY OF PROPULSION UNITS, IN VEHICLES ; AUXILIARY DRIVES FOR VEHICLES ; CALCULATING ; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS ; COMPUTING ; COUNTING ; ELECTRIC EQUIPMENT OR PROPULSION OF ELECTRICALLY-PROPELLEDVEHICLES ; ELECTRODYNAMIC BRAKE SYSTEMS FOR VEHICLES, IN GENERAL ; INSTRUMENTATION OR DASHBOARDS FOR VEHICLES ; MAGNETIC SUSPENSION OR LEVITATION FOR VEHICLES ; PERFORMING OPERATIONS ; PHYSICS ; TRANSPORTING ; VEHICLES IN GENERAL</subject><creationdate>2023</creationdate><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20231010&DB=EPODOC&CC=KR&NR=20230141132A$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,780,885,25563,76418</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20231010&DB=EPODOC&CC=KR&NR=20230141132A$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>KIM SEONG KWEON</creatorcontrib><title>EVElectric Vehicle dashboard capable of displaying battery life expectancy and driving patterns</title><description>The present invention relates to an electric vehicle dashboard capable of displaying battery life expectancy and driving patterns. The electric vehicle dashboard capable of displaying battery life expectancy and driving patterns according to the present invention comprises: a machine learning model unit which pre-learns data of batteries with various user patterns by using a machine learning model, receives data from an arbitrary electric vehicle battery, and compares and analyzes the data with pre-learning to provide results; a life expectancy prediction unit which analyzes the data provided by the machine learning model unit and then predicts the life expectancy of the battery; a driving habit analysis unit which analyzes a driver's driving habits based on the data provided by the machine learning model unit; and a dashboard display unit which displays the life expectancy of the battery predicted by the life expectancy prediction unit and the driver's driving habits analyzed by the driving habit analysis unit on a display screen. According to the present invention, by displaying the battery life expectancy and the driver's driving habits on the vehicle's dashboard, it is possible to induce the driver to easily grasp his or her driving habits and have good driving habits. In addition, it is possible to prevent overload and explosion accidents of the battery by grasping the battery life expectancy in real time.
본 발명은 배터리 기대수명 및 주행 패턴 표시가 가능한 전기 자동차 계기판에 관한 것이다. 본 발명에 따른 배터리 기대수명 및 주행 패턴 표시가 가능한 전기 자동차 계기판은, 기계학습 모델을 이용하여 다양한 사용자 패턴을 가진 배터리의 데이터를 사전에 학습하고, 임의의 전기자동차 배터리의 데이터를 입력받아 사전 학습 데이터와 비교/분석하여 결과를 제공하는 기계학습 모델부; 기계학습 모델부로부터 제공된 데이터를 분석하여 배터리의 기대수명을 예측하는 기대수명 예측부; 기계학습 모델부로부터 제공된 데이터를 바탕으로 운전자의 주행습관을 분석하는 운전습관 분석부; 및 기대수명 예측부에 의해 예측된 배터리의 기대수명 및 운전습관 분석부에 의해 분석된 운전자의 주행습관을 디스플레이 화면에 표시하는 계기 표시부를 포함한다. 이와 같은 본 발명에 의하면, 자동차의 계기판에 배터리의 기대수명과 운전자의 주행 습관을 표시해 줌으로써, 운전자가 쉽게 자신의 주행 습관을 파악하여 좋은 주행 습관을 가질 수 있도록 유도하고, 배터리의 기대수명을 실시간으로 파악하여 배터리의 과부하 방지 및 폭발 사고를 예방할 수 있다.</description><subject>ARRANGEMENT OR MOUNTING OF PLURAL DIVERSE PRIME-MOVERS INVEHICLES</subject><subject>ARRANGEMENT OR MOUNTING OF PROPULSION UNITS OR OFTRANSMISSIONS IN VEHICLES</subject><subject>ARRANGEMENTS IN CONNECTION WITH COOLING, AIR INTAKE, GASEXHAUST OR FUEL SUPPLY OF PROPULSION UNITS, IN VEHICLES</subject><subject>AUXILIARY DRIVES FOR VEHICLES</subject><subject>CALCULATING</subject><subject>COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS</subject><subject>COMPUTING</subject><subject>COUNTING</subject><subject>ELECTRIC EQUIPMENT OR PROPULSION OF ELECTRICALLY-PROPELLEDVEHICLES</subject><subject>ELECTRODYNAMIC BRAKE SYSTEMS FOR VEHICLES, IN GENERAL</subject><subject>INSTRUMENTATION OR DASHBOARDS FOR VEHICLES</subject><subject>MAGNETIC SUSPENSION OR LEVITATION FOR VEHICLES</subject><subject>PERFORMING OPERATIONS</subject><subject>PHYSICS</subject><subject>TRANSPORTING</subject><subject>VEHICLES IN GENERAL</subject><fulltext>true</fulltext><rsrctype>patent</rsrctype><creationdate>2023</creationdate><recordtype>patent</recordtype><sourceid>EVB</sourceid><recordid>eNqNy00KwjAQhuFuXIh6hwHXQn-8gJSK4E6k2zKZTO1ASIYkiL29VTyAqw9enm9dDF3fOaYchaDnScgxWEyTCRgtECqapYQRrCR1OIt_gMGcOc7gZGTgly539DQDegs2yvNj9Gt82harEV3i3W83xf7c3dvLgTUMnBSJPefheqvLuimrY1U19an5T70BZTk9zQ</recordid><startdate>20231010</startdate><enddate>20231010</enddate><creator>KIM SEONG KWEON</creator><scope>EVB</scope></search><sort><creationdate>20231010</creationdate><title>EVElectric Vehicle dashboard capable of displaying battery life expectancy and driving patterns</title><author>KIM SEONG KWEON</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-epo_espacenet_KR20230141132A3</frbrgroupid><rsrctype>patents</rsrctype><prefilter>patents</prefilter><language>eng ; kor</language><creationdate>2023</creationdate><topic>ARRANGEMENT OR MOUNTING OF PLURAL DIVERSE PRIME-MOVERS INVEHICLES</topic><topic>ARRANGEMENT OR MOUNTING OF PROPULSION UNITS OR OFTRANSMISSIONS IN VEHICLES</topic><topic>ARRANGEMENTS IN CONNECTION WITH COOLING, AIR INTAKE, GASEXHAUST OR FUEL SUPPLY OF PROPULSION UNITS, IN VEHICLES</topic><topic>AUXILIARY DRIVES FOR VEHICLES</topic><topic>CALCULATING</topic><topic>COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS</topic><topic>COMPUTING</topic><topic>COUNTING</topic><topic>ELECTRIC EQUIPMENT OR PROPULSION OF ELECTRICALLY-PROPELLEDVEHICLES</topic><topic>ELECTRODYNAMIC BRAKE SYSTEMS FOR VEHICLES, IN GENERAL</topic><topic>INSTRUMENTATION OR DASHBOARDS FOR VEHICLES</topic><topic>MAGNETIC SUSPENSION OR LEVITATION FOR VEHICLES</topic><topic>PERFORMING OPERATIONS</topic><topic>PHYSICS</topic><topic>TRANSPORTING</topic><topic>VEHICLES IN GENERAL</topic><toplevel>online_resources</toplevel><creatorcontrib>KIM SEONG KWEON</creatorcontrib><collection>esp@cenet</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>KIM SEONG KWEON</au><format>patent</format><genre>patent</genre><ristype>GEN</ristype><title>EVElectric Vehicle dashboard capable of displaying battery life expectancy and driving patterns</title><date>2023-10-10</date><risdate>2023</risdate><abstract>The present invention relates to an electric vehicle dashboard capable of displaying battery life expectancy and driving patterns. The electric vehicle dashboard capable of displaying battery life expectancy and driving patterns according to the present invention comprises: a machine learning model unit which pre-learns data of batteries with various user patterns by using a machine learning model, receives data from an arbitrary electric vehicle battery, and compares and analyzes the data with pre-learning to provide results; a life expectancy prediction unit which analyzes the data provided by the machine learning model unit and then predicts the life expectancy of the battery; a driving habit analysis unit which analyzes a driver's driving habits based on the data provided by the machine learning model unit; and a dashboard display unit which displays the life expectancy of the battery predicted by the life expectancy prediction unit and the driver's driving habits analyzed by the driving habit analysis unit on a display screen. According to the present invention, by displaying the battery life expectancy and the driver's driving habits on the vehicle's dashboard, it is possible to induce the driver to easily grasp his or her driving habits and have good driving habits. In addition, it is possible to prevent overload and explosion accidents of the battery by grasping the battery life expectancy in real time.
본 발명은 배터리 기대수명 및 주행 패턴 표시가 가능한 전기 자동차 계기판에 관한 것이다. 본 발명에 따른 배터리 기대수명 및 주행 패턴 표시가 가능한 전기 자동차 계기판은, 기계학습 모델을 이용하여 다양한 사용자 패턴을 가진 배터리의 데이터를 사전에 학습하고, 임의의 전기자동차 배터리의 데이터를 입력받아 사전 학습 데이터와 비교/분석하여 결과를 제공하는 기계학습 모델부; 기계학습 모델부로부터 제공된 데이터를 분석하여 배터리의 기대수명을 예측하는 기대수명 예측부; 기계학습 모델부로부터 제공된 데이터를 바탕으로 운전자의 주행습관을 분석하는 운전습관 분석부; 및 기대수명 예측부에 의해 예측된 배터리의 기대수명 및 운전습관 분석부에 의해 분석된 운전자의 주행습관을 디스플레이 화면에 표시하는 계기 표시부를 포함한다. 이와 같은 본 발명에 의하면, 자동차의 계기판에 배터리의 기대수명과 운전자의 주행 습관을 표시해 줌으로써, 운전자가 쉽게 자신의 주행 습관을 파악하여 좋은 주행 습관을 가질 수 있도록 유도하고, 배터리의 기대수명을 실시간으로 파악하여 배터리의 과부하 방지 및 폭발 사고를 예방할 수 있다.</abstract><oa>free_for_read</oa></addata></record> |
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| subjects | ARRANGEMENT OR MOUNTING OF PLURAL DIVERSE PRIME-MOVERS INVEHICLES ARRANGEMENT OR MOUNTING OF PROPULSION UNITS OR OFTRANSMISSIONS IN VEHICLES ARRANGEMENTS IN CONNECTION WITH COOLING, AIR INTAKE, GASEXHAUST OR FUEL SUPPLY OF PROPULSION UNITS, IN VEHICLES AUXILIARY DRIVES FOR VEHICLES CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING ELECTRIC EQUIPMENT OR PROPULSION OF ELECTRICALLY-PROPELLEDVEHICLES ELECTRODYNAMIC BRAKE SYSTEMS FOR VEHICLES, IN GENERAL INSTRUMENTATION OR DASHBOARDS FOR VEHICLES MAGNETIC SUSPENSION OR LEVITATION FOR VEHICLES PERFORMING OPERATIONS PHYSICS TRANSPORTING VEHICLES IN GENERAL |
| title | EVElectric Vehicle dashboard capable of displaying battery life expectancy and driving patterns |
| url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-08T20%3A59%3A17IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-epo_EVB&rft_val_fmt=info:ofi/fmt:kev:mtx:patent&rft.genre=patent&rft.au=KIM%20SEONG%20KWEON&rft.date=2023-10-10&rft_id=info:doi/&rft_dat=%3Cepo_EVB%3EKR20230141132A%3C/epo_EVB%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rfr_iscdi=true |