プロフィール詳細

プロジェクトを作成

★★★★★

☆☆☆☆☆

★★★★★

☆☆☆☆☆

Dr. Ushasta A.に依頼

India

Chaos & Stability Consultant for Energy-Driven Systems (Thermal, Fluid, Manufacturing, Medical)

プロフィール概要

Most industrial and scientific systems fail not due to random defects, but due to hidden nonlinear instability and energy imbalance. I specialize in analyzing energy-driven systems using nonlinear dynamics, chaos theory, and physics-based modeling. Applicable domains: (signal, image, video, parameters) - Manufacturing (machining, welding, AM) - Thermal systems - Fluid systems - Experimental physics data - Medical data What I actually deliver): - Chaos boundary detection - Stability margin quantification - Time-series attractor reconstruction - Energy efficiency and transformation modeling - Material Transformation Stability Number (MTSN) My work identifies the Optimal Edge — the maximum stable operating limit before transition-to-chaos.

専門分野

• ☆ Electrical Engineering
• ☆ Signal Processing
• ☆ Industrial Engineering
• ☆ Manufacturing
• ☆ Manufacturing Optimization
• ☆ Data Analysis
• ☆ Predictive Modeling & Analytics
• ☆ Statistics
• ☆ Applied Mathematics
• ☆ Chaos Theory
• ☆ Product Design

サービス

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Technical Writing

Research Scientific and Technical Research

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Data Visualization, Big Data Analytics

Product Development Manufacturing, Quality Assurance & Control (QA/QC)

職務経験

Director

LEUNREL EDUGAMES PRIVATE LIMITED

4月 2023 - 現在

Research scholar

Jadavpur University

10月 2014 - 2月 2019

学歴

Research scholar (Mechanical Engineering Department)

Jadavpur University

10月 2014 - 2月 2019

認定資格

• Doctor of Philosophy in Engineering

  Jadavpur University

  https://drive.google.com/file/d/1uzNJIUsO1iuiba1BqKFmwSvafcgHOa2p/view?usp=sharing

  2月 2019 - 現在

出版物

JOURNAL ARTICLE

Ushasta Aich, Hasibur Rahaman, Suman Nihar, Jisnu Basu (2024). Simultaneous optimization of multiple responses in abrasive waterjet machining of borosilicate glass . Sādhanā.

Ushasta Aich, Rasmi Ranjan Behera, Simul Banerjee(2019). Modeling of delamination in drilling of glass fiber-reinforced polyester composite by support vector machine tuned by particle swarm optimization . International Journal of Plastics Technology. 23. (1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 77--91. Springer Science and Business Media {LLC}

Aich, U.(2018). Investigation for the presence of chaos in surface topography generated by EDM . Tribology International. 120. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 411-433.

Aich, U., Banerjee, S.(2017). Characterizing topography of EDM generated surface by time series and autocorrelation function . Tribology International. 111. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 73-90.

Aich, U., Banerjee, S.(2016). Application of teaching learning based optimization procedure for the development of SVM learned EDM process and its pseudo Pareto optimization . Applied Soft Computing Journal. 39. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 64-83.

Aich, U., Banerjee, S., Bandyopadhyay, A., Das, P.K.(2016). Support vector machine-based unified learning system for prediction of multiple responses in AWJM of borosilicate glass and SEM study . International Journal of Mechatronics and Manufacturing Systems. 9. (1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 56-80.

Ushasta Aich, Simul Banerjee(2014). A Simple Procedure for Searching Pareto Optimal Front in Machining Process: Electric Discharge Machining . Modelling and Simulation in Engineering. 2014. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1--12. Hindawi Publishing Corporation

Aich, U., Banerjee, S.(2014). Modeling of EDM responses by support vector machine regression with parameters selected by particle swarm optimization . Applied Mathematical Modelling. 38. (11-12). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 2800-2818.

Aich, U., Banerjee, S., Bandyopadhyay, A., Das, P.K.(2014). Multi-objective optimisation of abrasive water jet machining responses by simulated annealing and particle swarm . International Journal of Mechatronics and Manufacturing Systems. 7. (1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 38-59.

Aich, U., Bandyopadhyay, A., Banerjee, S.(2013). A state of the art - Review on Abrasive water jet machining process . International Review of Mechanical Engineering. 7. (7). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1471-1494.

BOOK

Aich, U., Banerjee, S.(2018). Evaluation for chaos in EDM generated surface topography . Key Engineering Materials. 765 KEM. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 227-231.

Aich, U., Pal, A.K., Laha, D., Banerjee, S.(2013). Searching for a pareto optimal solution set of edm responses applying multi-objective simulated annealing on rsm model . Advanced Materials Research. 622. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 51-55.