Marvels of Artificial and Computational Intelligence in Life Sciences

Recent Innovations in Artificial Intelligence (AI) Algorithms in Electrical and Electronic Engineering for Future Transformations

Author(s): S. P. Sureshraj*, Nalini Duraisamy, Rathi Devi Palaniappan, S. Sureshkumar, M. Priya, John Britto Pitchai, Mohamed Badcha Yakoob, S. Karthikeyan, G. Sundarajan and S. Muthuveerappan

Pp: 9-21 (13)

DOI: 10.2174/9789815136807123010006

* (Excluding Mailing and Handling)

Abstract

This chapter explores recent Artificial Intelligence (AI) innovations in core engineering domains, especially in Electrical and Electronics Engineering. The major grounds for these innovations arise due to the engineer's work toward the forefront innovative technologies, by contributing in research, design, development, testing, and manufacturing of next-generation equipment. The Electrical and Electronics Engineering expands its research and development methodology in applications with artificial intelligence subsets such as machine learning, deep learning, and data science algorithms. This as an upshot made an industrial revolution 4.0. In the evolution of new generation areas of research and development, which are discussed in this chapter, AI algorithms are implemented in the field of power systems, power electronics, smart grids, and renewable energy technologies. The experimental verification for these innovations has been executed using Matlab/Simulink design environment. 

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      • 13. vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
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      • 13. app/Models/UserAccess/UserAccess.php:1266
      • 14. app/Http/Controllers/ChapterController.php:1518
      • 15. vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
      • 16. vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43
      • 17. vendor/laravel/framework/src/Illuminate/Routing/Route.php:260
    • (select j.user_access_id,j.volume_id,j.user_id,j.from_ip,j.to_ip,j.type,j.track,"Trial Access" as access_base_text, CASE j.type WHEN 111 THEN true ELSE false END as terms_popup, "S" as content_download_type, null as restricted_user_access_key, null as restricted_user_access_type, CASE j.track WHEN 0 THEN false ELSE true END as tracksAccessByVolume,"chapter" as access_level, j.chapter_id from `user_access_chapter_trail` as `j` inner join `user_access_info` as `info` on `j`.`user_access_id` = `info`.`user_access_id` where ((j.from_ip <= 51137665 and j.to_ip >=51137665 )) and ((j.from_date <= 1740497491 and j.to_date >= 1740497491 and j.perpetual= 0) or (j.from_date is null and j.to_date is null and j.perpetual= 1)) and j.chapter_id = 20280) union (select j.user_access_id,j.volume_id,j.user_id,j.from_ip,j.to_ip,j.type,j.track,"Subscribed" as access_base_text, false as terms_popup, "S" as content_download_type, null as restricted_user_access_key, null as restricted_user_access_type, CASE j.track WHEN 0 THEN false ELSE true END as tracksAccessByVolume,"chapter" as access_level, j.chapter_id from `user_access_chapter_corporate` as `j` inner join `user_access_info` as `info` on `j`.`user_access_id` = `info`.`user_access_id` where ((j.from_ip <= 51137665 and j.to_ip >=51137665 )) and ((j.from_date <= 1740497491 and j.to_date >= 1740497491 and j.perpetual= 0) or (j.from_date is null and j.to_date is null and j.perpetual= 1)) and j.chapter_id = 20280) union (select j.user_access_id,j.volume_id,j.user_id,j.from_ip,j.to_ip,j.type,j.track,"Token Based Access" as access_base_text, false as terms_popup, "R" as content_download_type, j.uc_id as restricted_user_access_key, "v" as restricted_user_access_type, CASE j.track WHEN 0 THEN false ELSE true END as tracksAccessByVolume,"chapter" as access_level, j.chapter_id from `user_access_chapter_token` as `j` inner join `user_access_info` as `info` on `j`.`user_access_id` = `info`.`user_access_id` where ((j.from_ip <= 51137665 and j.to_ip >=51137665 )) and ((j.from_date <= 1740497491 and j.to_date >= 1740497491 and j.perpetual= 0) or (j.from_date is null and j.to_date is null and j.perpetual= 1)) and j.chapter_id = 20280)
      850μsalphaeurekaselec_live_10_06_2022UserAccess.php#1266
      Backtrace
      • 13. app/Models/UserAccess/UserAccess.php:1266
      • 14. app/Http/Controllers/ChapterController.php:1549
      • 15. vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
      • 16. vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43
      • 17. vendor/laravel/framework/src/Illuminate/Routing/Route.php:260
    • select b.banner_link, b.banner_name, b.banner_script, b.banner_remarks, b.banner_file_name, b.banner_placement, bd.content_type, bd.content_id from `tbl_banner` as `b` inner join `tbl_banner_detail` as `bd` on `bd`.`banner_id` = `b`.`banner_id` inner join `users` as `u` on `u`.`id` = `b`.`updated_by` where `b`.`banner_ebook` = 1 and `bd`.`content_type` = 'B' and `bd`.`content_id` = 3576 and `b`.`banner_from_date` <= 1740497491 and `b`.`banner_to_date` >= 1740497491 and `b`.`banner_status` = 'A' order by `b`.`banner_id` desc
      1.49msalphaeurekaselec_live_10_06_2022Banner.php#95
      Bindings
      • 0: 1
      • 1: B
      • 2: 3576
      • 3: 1740497491
      • 4: 1740497491
      • 5: A
      Backtrace
      • 13. app/Models/Banner.php:95
      • 14. app/Http/helpers.php:404
      • 17. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:124
      • 18. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58
      • 19. vendor/laravel/framework/src/Illuminate/View/Engines/CompilerEngine.php:73
    • select count(*) as aggregate from `uc_cart_products` where cart_id='bbfdb0023586d807c6b982df28d69d8d'
      250μsalphaeurekaselec_live_10_06_2022Cart.php#271
      Backtrace
      • 15. app/Models/Cart.php:271
      • 16. view::layouts._header:260
      • 18. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:124
      • 19. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58
      • 20. vendor/laravel/framework/src/Illuminate/View/Engines/CompilerEngine.php:73
    App\Models\Chapter
    1Chapter.php#?
    App\Models\Ebook
    1Ebook.php#?
        _token
        xNGVd2fB2rt9K06jRgh99HiqHT1hgqiAMxPwzjpy
        uc_cart_id
        bbfdb0023586d807c6b982df28d69d8d
        _previous
        array:1 [ "url" => "https://alpha.eurekaselect.com/chapter/20280" ]
        _flash
        array:2 [ "old" => [] "new" => [] ]
        PHPDEBUGBAR_STACK_DATA
        []
        path_info
        /chapter/20280
        status_code
        200
        
        status_text
        OK
        format
        html
        content_type
        text/html; charset=UTF-8
        request_query
        []
        
        request_request
        []
        
        request_headers
        0 of 0
        array:17 [ "x-https" => array:1 [ 0 => "1" ] "host" => array:1 [ 0 => "alpha.eurekaselect.com" ] "priority" => array:1 [ 0 => "u=0, i" ] "cookie" => array:1 [ 0 => "wayfindertarget=eyJpdiI6InFwMEhnUTVJU04zWC9nR2JuazNRRVE9PSIsInZhbHVlIjoieGlVQVg3bGhydDNFRlNNVXdILzlPRWM3YmxuSDFoVlpOMmRTK2E4azNEdz0iLCJtYWMiOiI1MGNkMjM3M2IyZThiODZkYzM4NjUzZWY1N2YxMzBjMDk4NjlkYmUyYmE0N2Q4NDE5MWViN2Y4ZjE0NjBmYzJlIiwidGFnIjoiIn0%3Dwayfindertarget=eyJpdiI6InFwMEhnUTVJU04zWC9nR2JuazNRRVE9PSIsInZhbHVlIjoieGlVQVg3bGhydDNFRlNNVXdILzlPRWM3YmxuSDFoVlpOMmRTK2E4azNEdz0iLCJtYWMiOiI1MGNkMjM3M2IyZThi" ] "accept-encoding" => array:1 [ 0 => "gzip, deflate, br, zstd" ] "sec-fetch-dest" => array:1 [ 0 => "document" ] "sec-fetch-user" => array:1 [ 0 => "?1" ] "sec-fetch-mode" => array:1 [ 0 => "navigate" ] "sec-fetch-site" => array:1 [ 0 => "none" ] "accept" => array:1 [ 0 => "text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7" ] "user-agent" => array:1 [ 0 => "Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)" ] "upgrade-insecure-requests" => array:1 [ 0 => "1" ] "sec-ch-ua-platform" => array:1 [ 0 => ""Windows"" ] "sec-ch-ua-mobile" => array:1 [ 0 => "?0" ] "sec-ch-ua" => array:1 [ 0 => ""HeadlessChrome";v="129", "Not=A?Brand";v="8", "Chromium";v="129"" ] "cache-control" => array:1 [ 0 => "no-cache" ] "pragma" => array:1 [ 0 => "no-cache" ] ]
        request_cookies
        0 of 0
        array:1 [ "wayfindertarget" => null ]
        response_headers
        0 of 0
        array:5 [ "content-type" => array:1 [ 0 => "text/html; charset=UTF-8" ] "cache-control" => array:1 [ 0 => "no-cache, private" ] "date" => array:1 [ 0 => "Tue, 25 Feb 2025 15:31:31 GMT" ] "set-cookie" => array:2 [ 0 => "XSRF-TOKEN=eyJpdiI6InlMV2RsQ0E1RUVrcXBWOTVSZ05KS1E9PSIsInZhbHVlIjoibnZUWlZOdlhCUUYvMDRybWc3d2JtRWMzYSswc3FZdFp2OUV0ck5LYzR5TFJ6bDQvYTJydUdlWUJTd09zWG45cGtIcEJ4U3pGYWZ0QUdyWG1Ha2FwNExOamVFZGZEbndrN0tWMFBGaDFpQmJhM2FqRWk3RnpjL0lsMGpKaVN6TnEiLCJtYWMiOiJmNTRjZDU4YzBkNzIxMDA1OWJiM2Y5MWQxMWM1NTcxY2VmNTk5YTdmNmQ4NGQwYzZhNTAwNWRlN2RjYzc5NjdhIiwidGFnIjoiIn0%3D; expires=Fri, 28 Feb 2025 03:31:31 GMT; Max-Age=216000; path=/; secure; samesite=laxXSRF-TOKEN=eyJpdiI6InlMV2RsQ0E1RUVrcXBWOTVSZ05KS1E9PSIsInZhbHVlIjoibnZUWlZOdlhCUUYvMDRybWc3d2JtRWMzYSswc3FZdFp2OUV0ck5LYzR5TFJ6bDQvYTJydUdlWUJTd09zWG45cGtIcEJ4U" 1 => "alphaeurekaselectnet_session=eyJpdiI6InRqU3cvNzA4b0dNeG5Hb29VdGEveXc9PSIsInZhbHVlIjoiMitleEtNUWJROE5BYkNmOUlqcXpScjlyVURVUnNTVzNUay9RWDdUMHJEc1hoYlNRdG1CQ3dvZVowd3V0RDQ5bWo1M21DR1o4cTV0RmhHbjJybGZwcDg1TFZwYXR4akI0alJBVzdVd0hQcTVBa0krNG9SNGhsZXh5alpCTmRzSzciLCJtYWMiOiI4MzA4YzJiOWFiOWQzMzhiMzlmYTUzZTY1Zjg2YWYzNjJiOWUyNWQ4Y2ZhMTFmOWY2OTc0MDYzNDY5ZjlkYzk1IiwidGFnIjoiIn0%3D; path=/; secure; httponly; samesite=laxalphaeurekaselectnet_session=eyJpdiI6InRqU3cvNzA4b0dNeG5Hb29VdGEveXc9PSIsInZhbHVlIjoiMitleEtNUWJROE5BYkNmOUlqcXpScjlyVURVUnNTVzNUay9RWDdUMHJEc1hoYlNRdG1CQ3dvZVo" ] "Set-Cookie" => array:2 [ 0 => "XSRF-TOKEN=eyJpdiI6InlMV2RsQ0E1RUVrcXBWOTVSZ05KS1E9PSIsInZhbHVlIjoibnZUWlZOdlhCUUYvMDRybWc3d2JtRWMzYSswc3FZdFp2OUV0ck5LYzR5TFJ6bDQvYTJydUdlWUJTd09zWG45cGtIcEJ4U3pGYWZ0QUdyWG1Ha2FwNExOamVFZGZEbndrN0tWMFBGaDFpQmJhM2FqRWk3RnpjL0lsMGpKaVN6TnEiLCJtYWMiOiJmNTRjZDU4YzBkNzIxMDA1OWJiM2Y5MWQxMWM1NTcxY2VmNTk5YTdmNmQ4NGQwYzZhNTAwNWRlN2RjYzc5NjdhIiwidGFnIjoiIn0%3D; expires=Fri, 28-Feb-2025 03:31:31 GMT; path=/; secureXSRF-TOKEN=eyJpdiI6InlMV2RsQ0E1RUVrcXBWOTVSZ05KS1E9PSIsInZhbHVlIjoibnZUWlZOdlhCUUYvMDRybWc3d2JtRWMzYSswc3FZdFp2OUV0ck5LYzR5TFJ6bDQvYTJydUdlWUJTd09zWG45cGtIcEJ4U" 1 => "alphaeurekaselectnet_session=eyJpdiI6InRqU3cvNzA4b0dNeG5Hb29VdGEveXc9PSIsInZhbHVlIjoiMitleEtNUWJROE5BYkNmOUlqcXpScjlyVURVUnNTVzNUay9RWDdUMHJEc1hoYlNRdG1CQ3dvZVowd3V0RDQ5bWo1M21DR1o4cTV0RmhHbjJybGZwcDg1TFZwYXR4akI0alJBVzdVd0hQcTVBa0krNG9SNGhsZXh5alpCTmRzSzciLCJtYWMiOiI4MzA4YzJiOWFiOWQzMzhiMzlmYTUzZTY1Zjg2YWYzNjJiOWUyNWQ4Y2ZhMTFmOWY2OTc0MDYzNDY5ZjlkYzk1IiwidGFnIjoiIn0%3D; path=/; secure; httponlyalphaeurekaselectnet_session=eyJpdiI6InRqU3cvNzA4b0dNeG5Hb29VdGEveXc9PSIsInZhbHVlIjoiMitleEtNUWJROE5BYkNmOUlqcXpScjlyVURVUnNTVzNUay9RWDdUMHJEc1hoYlNRdG1CQ3dvZVo" ] ]
        session_attributes
        0 of 0
        array:5 [ "_token" => "xNGVd2fB2rt9K06jRgh99HiqHT1hgqiAMxPwzjpy" "uc_cart_id" => "bbfdb0023586d807c6b982df28d69d8d" "_previous" => array:1 [ "url" => "https://alpha.eurekaselect.com/chapter/20280" ] "_flash" => array:2 [ "old" => [] "new" => [] ] "PHPDEBUGBAR_STACK_DATA" => [] ]
        ClearShow all
        Date ↕MethodURLData
        #12025-02-25 15:31:31GET/chapter/20280112192