Vignana-Jyothi / kp-gen-ai

MIT License
0 stars 0 forks source link

[Theory] AI for Research #9

Open head-iie-vnr opened 4 months ago

head-iie-vnr commented 4 months ago

Digital transofrmation is happening through

head-iie-vnr commented 4 months ago

IOT

IOT : (2L+ Types of IOT sensors are there in the market). Many sensors are available at cheap rate but they do not leave digital signature or follow secure protocol.

IIOT

Industrial IOT (IIOT): With help of IOT how to help Industry. To apply Industrial IOT in VNR,

Custom IOT

Every department will have its own IOT in future.

Cloud Computing

Operation happening in the internet

After the data is put into the DB, the meaningful insights should come out.

Knwoledge extration

They offer low code, no code

RPA : Robotic Process Automation

Sugarcane juice is extracted in simple way by reducing burden. In excel, the macros can do work for us In Robotics, we need Automation & AI. UI, AutomationAnywhere tools are used.

Coding For all th eabove Python programming is useful .

Metaverse

Block chain

Combination of security & transparency Bitcoin is one example, Blockchain is the architecture Indian Banking system follows 7 levels of security (OSI Layers?). So the transactions are secure. But data is centralised. SHA256 is used. Earlier MD5 was used, but when we encrypt the key we can deprept also. So we build SHA1, SHA2 and it evolved upto SHA256. If someone decrypts the data using a key, then the key gets changed.

Example: Neerav Modi took loan without putting guarantee/warrantee from PNB using his close association. During audit it was discovered, this shows non-transparancy. Finnacle tool from Infosys was used. So immediately they implemented using BlockChain.

Idea: Fingerprint based signin at gate, at keys collection.

head-iie-vnr commented 4 months ago

Research Tips

head-iie-vnr commented 4 months ago

Project that combines multiple aspects:

Detailed Sentiment analysis

head-iie-vnr commented 4 months ago

GPT for Mechanical Engineering

head-iie-vnr commented 4 months ago

GPT for Civil Engineering

Now india was following Europian culture. Now the new trends is the Civil designers are using Generative UI Actively.

Design & Planning

Structural Analysis and Simulation

Environment Impact Assessment

Urban Planning Infrastructure

image image

head-iie-vnr commented 4 months ago

Generative AI for Electrical and Electronics Engineering

Examples:

image image image

head-iie-vnr commented 4 months ago

How to choose the model.

Others

head-iie-vnr commented 4 months ago

Recommendation for Research Projects

Propose Problem and ask the student to complete below steps one after another.

Useful Interactive databases