V/E egatloV yrettaBE /E /----………………+V+V+V+VE /E /t/s…Goodt/st/s…Badt/s80Time /sInnovation Skill Training StructureFor Management Assisting with Intellectual AssetContentContent：Inrecentyears,thetermsAIanddeeplearninghavebecomemorecommonlyused.Peopleonlywantbatteriesforelectricenergy.Inotherwords,wedon'twantbatteries,wewantelectricalenergy.Amanagementcircuitthatcontrolscharginganddischargingisattachedtothebatterytomonitorthestateofthebattery.Westudythebatterylifepredictionbymonitoringthebatteryvoltageviatheinternet.Also,therearemanyinstrumentanalyzersintheuniversity.Thedataobtainedfromtheseinstrumentshavebeenanalyzedandattributedbyexperts.Appealing point：WeareaimingtoestablishanalgorithmthatautomaticallySpecial objectivesdiscriminationthisattributionworkusingmachinelearning.Weaimtosolvethelaborshortageinanagingsocietywithalowbirthratebyutilizingtheresearchcontent.Weaimtocreateasocietyinwhichthelifeofindustrialproductscanbepredictedandactionscanbetakenbeforeafailureoccurs. In recent years, the terms AI and deep learning have become more commonly used. People only want batteries for electric energy. In other words, we don't want batteries, we want electrical energy. A management circuit that controls charging and discharging is attached to the battery to monitor the state of the battery. We study the battery life prediction by monitoring the battery voltage via the internet. Also, there are many instrument analyzers in the university. The data obtained from these instruments have been analyzed and attributed by experts. We are aiming to establish an algorithm that automatically discrimination this attribution work using machine learning. We aim to solve the labor shortage in an aging society with a low birthrate by utilizing the research content. We aim to create a society in which the life of industrial products can be predicted and actions can be taken before a failure occurs.Instrumentation ChemistryContent：ContentI provide the Business Value Analysis Methods for Banker’s I provide the Business Value Analysis Methods for Banker’s Mission to support the promising companies by the act of finance Mission to support the promising companies by the act of and business, to activate the regional industry through the companies finance and business, to activate the regional industry support, to contribute economic development. Concurrently I run the through the companies support, to contribute economic innovation skill up training school for bankers with the Business development. Concurrently I run the innovation skill up Value Analysis Methods.training school for bankers with the Business Value Analysis P. F. Drucker said in his book “Next Society” that financial Methods.institutions had not been able to make any innovation in themselves P. F. Drucker said in his book “Next Society” that financial during these 30 years. Therefore the financial institutions are in institutions had not been able to make any innovation in themselves during these 30 years. Therefore the financial serious business condition now. If the financial institutions can not institutions are in serious business condition now. If the have new viewpoint but present methods based on only the financial financial institutions can not have new viewpoint but present statements, they will be driven out from regional economy. I am methods based on only the financial statements, they will be trying to give the solution to overcome their serious conditions.driven out from regional economy. I am trying to give the solution to overcome their serious conditions.Appealing point：We continue the innovation skill up training school for bankers Special objectivessince 2007. The number of bankers had graduate our school is over We continue the innovation skill up training school for 1000. We received the award from Cabinet Office in 2016.bankers since 2007. The number of bankers had graduate our school is over 1000. We received the award from Cabinet Office in 2016.Yamagata UniversityGraduate School of Science and Engineering Research Interest：Industry-Academia and Financial institutions CollaborationYamagata University Graduate School of Science and Engineering Technology TransferIndustry-Academia and Financial Research Interestinstitutions Collaboration Technology E-mail ：ono@yz.yamagata-u.ac.jpTransferTel ：+81-238-26-3031E-mail ・ ono@yz.yamagata-u.ac.jpFax：+81-238-26-3772Tel ・ +81-238-26-3031Fax ・ +81-238-26-3772HP ：https://mot.yz.yamagata-u.ac.jp/HP・ https://mot.yz.yamagata-u.ac.jp/Yamagata UniversityGraduate School of Science and Engineering Research Interest:E-mail：tomohiro@yz.yamagata-u.ac.jpYamagata University Graduate School of Science and Engineering Research InterestTel ：+81-238-26-3021Instrumentation Chemistry Fax：+81-238-26-3461E-mail ・ tomohiro@yz.yamagata-u.ac.jpTel ・ +81-238-26-3021Fax ・ +81-238-26-3461HP・ https://c1.yz.yamagata-u.ac.jpHP ：https://c1.yz.yamagata-u.ac.jpInput layerMiddlelayer×nOutput layerGoodBadBattery management by cooperation with IoT and AIAssociate Professor Tomohiro ItoAssociate Professor Tomohiro Ito“Business Value Analysis Methods for Bankers and Innovation Skill Training”“BusinessValueAnalysisMethods for Bankers and Innovation Skill Training”Professor Hiroyuki ONO Professor Hiroyuki Ono Discrimination of laboratory data by machine learning Discrimination of laboratory data by machine learning New Business Value Analysis Method
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