Abhijith SivaprasadanThermal engineering & energy systems

Expertise / evidence dossier

Industrial energy & EnPI

Industrial energy-performance methodology, load-driver analysis, metering readiness and decision-support tools for examining energy use, emissions and improvement options.

KPI / EnPI design · ISO 50001 context · Python · Excel · Streamlit

11 projects · 2 related roles · 11 courses

Projects & studies

Relevant work from the public portfolio, with each case study listed once.

Independent project · 2026 · Independent educational research software

OpenSteamOpt · Steam & power RTO

An open-source two-boiler steam-and-power twin with a carbon-aware Pyomo/HiGHS scheduler, OpenModelica FMI 2.0 simulation and a local Streamlit advisory GUI. Synthetic and uncalibrated; not an ABB product or live control system.

Python · Modelica · Pyomo · HiGHS · FMI/FMPy · Streamlit · pytest

Internship methodology · Dec 2024 - Jun 2025 · Alleima

Alleima Industrial Energy Performance Mapping

Industrial energy performance methodology covering KPI/EnPI design, metering readiness, load-driver logic, deviation detection and regulatory comparison for decarbonization decisions.

Python · ISO 50001 · EU EED · Excel

Independent project · Portfolio project

Energy KPI Toolkit

How does energy use change with production? Baseline normalisation and residual diagnostics checked against known-linear data, with explicit missing-meter handling. Alerts are not root-cause diagnoses.

Python · Streamlit · Excel · PDF reporting

Independent project · Portfolio project

EU ETS Exposure Calculator

How do fuel activity and allowance-price assumptions affect exposure? Tested Scope 1 calculations with contextual Scope 2 reporting and transparent demonstration factors. Not compliance advice.

Streamlit · Excel · Python · EU ETS

Academic project · KTH Royal Institute of Technology

Hylkysaari Smart Energy Island Modelling

IDA ICE, HOMER Pro and Excel modelling for Valo Finland's Hylkysaari smart sustainable tourism concept, comparing energy demand reduction, renewable supply and waste-heat recovery pathways.

IDA ICE · HOMER Pro · Heat Pumps · Building Energy

Academic project · KTH Royal Institute of Technology

Germany Energy-Environment-Economy Transition Analysis

Structured analysis of Germany's energy transition pathways using LEAP modelling tool, evaluating electricity cost and carbon implications across technology scenarios.

LEAP · Energy Policy · Energy Transition · Scenario Analysis

Independent project · Portfolio project

PyNEXUS · Multi-vector dispatch

Electricity, hydrogen and heat dispatch (Pyomo/HiGHS) on a real fetched year of ERA5 wind, with independent verification on every run and an interactive Streamlit GUI.

Pyomo · HiGHS · Python · Streamlit · Hydrogen

Work & related roles

Professional experience, internships and relevant student responsibilities are labelled separately.

Internship · Dec 2024 - Jun 2025

Energy Efficiency Intern · Alleima

Developed and independently validated a quantitative methodology for industrial energy performance mapping, covering KPI/EnPI design, load-driver logic, metering-gap assessment, deviation detection from noisy operational data and regulatory comparison. The work was desk-based method development and decision-support framing rather than hands-on plant execution, with electrical utilities and compressed air treated as relevant electrification pathways. Proprietary site detail is not republished.

Python · ISO 50001 · EU EED · KPI/EnPI Design · Energy Performance Mapping · Industrial Energy Analysis · Structured Reporting

Education & coursework

Academic foundation · 2023–2026 · KTH Royal Institute of Technology

M.Sc. Sustainable Energy Engineering

Master’s programme in heat and power, energy systems and numerical methods. Thesis completed; 115 hp recorded in the May 2026 transcript.

Academic foundation · 2017–2021 · College of Engineering Perumon / APJ Abdul Kalam Technological University

B.Tech Mechanical Engineering

Mechanical engineering foundation with coursework, design competitions and the final-year interactive robot project.

Relevant courses

  • MJ2426Applied Heat and Power TechnologyKTH Royal Institute of Technology
  • AAE-E3121Circular Economy for Energy StorageAalto University
  • MJ2511Energy ManagementKTH Royal Institute of Technology
  • MJ2508Energy Systems for Sustainable DevelopmentKTH Royal Institute of Technology
  • MJ2411Renewable Energy TechnologyKTH Royal Institute of Technology
  • MJ2405Sustainable Power GenerationKTH Royal Institute of Technology
  • ME403Advanced Energy EngineeringAPJ Abdul Kalam Technological University
  • CE482Environmental Impact AssessmentAPJ Abdul Kalam Technological University
  • ME404Industrial EngineeringAPJ Abdul Kalam Technological University
  • BE103Introduction to Sustainable EngineeringAPJ Abdul Kalam Technological University
  • ME376Maintenance EngineeringAPJ Abdul Kalam Technological University

Full course descriptions and project connections

Further learning & certifications

Training records support the work above; they are not substitutes for project evidence. Issuer links are not credential-verification links.

  • SSG Entre Siemens Energy ABSSG Standard Solutions Group · Jan 2025 · Expires Jan 2028
    Issuer ↗
  • Assessing a Commercial Product's SustainabilitySchneider Electric · Jun 2024
    Issuer ↗

Publications & supporting resources

Academic CV (PDF)

Scope & limitations

Alleima work was desk-based method development, not implementation of plant savings. Proprietary site detail is excluded. Demonstration emissions factors and KPI alerts are not compliance advice or root-cause diagnoses.

This dossier groups related public records. It does not imply equal depth across every tool or independent validation of every result. Source case studies remain authoritative; restricted inputs and private documents are not included.

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