Project 03 · Asset Performance & Predictive Analytics
Biomass Cogeneration Power Plants
- Role
- Technical Program Manager
- Company
- SCG / REPCO NEX
- Location
- Thailand
- Period
- 2023
- Biomass Plants
- 2
- Combined Capacity
- ~100 MW
- Broader Portfolio Sites
- 23
- Broader Portfolio
- 3.5+ GW
01 · Scope
Project context and delivery environment.
Extension of a standardized predictive-analytics delivery model into biomass cogeneration assets.
- Client
- SCG Packaging (SCGP)
- Plants
- 2 biomass cogeneration plants
- Combined Capacity
- Approximately 100 MW
- Location
- Thailand
- Period
- 2023
- Main Equipment
- Boilers, steam turbines, generators, boiler feedwater pumps, and major auxiliary systems
02 · Personal Contribution
What NJ personally owned and contributed.
These statements describe NJ's direct role within the wider project organization.
- 01
Applied the same standardized predictive-analytics delivery framework used across SCG's wider power-generation portfolio to biomass cogeneration assets.
- 02
Coordinated technical assessment, asset prioritization, historian-data readiness, predictive-model development, integration, testing, and deployment activities.
- 03
Led cross-functional coordination among plant engineers, reliability specialists, data specialists, and technology resources.
- 04
Managed requirements, schedule, deployment readiness, risk and issue resolution, UAT, user training, and knowledge transfer.
- 05
Focused predictive-analytics deployment on critical rotating and thermal equipment, including boilers, steam turbines, generators, and boiler feedwater pumps.
03 · Outcome
Results delivered.
- Extended the predictive-analytics program beyond gas-fired generation into biomass cogeneration assets.
- Enabled plant teams to apply equipment-health monitoring and anomaly detection to critical biomass-power equipment.
- Contributed to the broader SCG power-generation program spanning 23 sites, three countries, and more than 3.5 GW of assets.