Projects

Selected applied quantitative projects in energy systems and urban operations.

Only public-safe evidence is presented. Figures were curated from deployment reports and interfaces after removing sensitive materials (e.g., signatures, contract IDs, personal handwriting).

Deployment Evidence Snapshot

Energy System: Operational interface for quantitative workflow support.

中文图注：火电机组能效闭环主界面，展示关键工况、锅炉状态与执行量。

Urban Operations: Scheduling dashboard in daily operation.

中文图注：一厂两站智慧供水调度主界面，展示区域压力、指令执行与监测点状态。

Power ResultCoal use reduced by 1.2 g/kWh at ~50% load

Power ResultCoal use reduced by 3-6 g/kWh at 20%/40% load

Water ResultPeak energy reduction around 10%

Water ResultPump switching reduction around 20%

Water ResultPressure compliance improved by around 3%

Forecast EvidencePressure forecasting examples with low MAPE

Cross-domain Results at a Glance

Energy-System Deployment

• Quantitative workflow support integrated into daily operation.
• Multi-load evidence reported at 20%, 40%, and 50% operating points.
• Interface-level diagnostics used for operator-facing review and staged validation.

Urban Operations Deployment

• One-plant-two-stations scheduling and monitoring in continuous operation mode.
• Forecasting and scheduling framework deployed with configurable workflow settings.
• Score-based operation evaluation and dashboard-based decision support online.

Selected Deployments

Energy-System Efficiency Optimization

• Domain: Energy
• Role: Project Lead
• Status: Deployed

Urban Operations Scheduling and Decision Support

• Domain: Water
• Role: Algorithm Lead
• Status: Deployed

Engineering Principles Across Projects

• Constraint-aware reliability first (feasible-set tightening + staged protection logic).
• Decoupled modeling / evaluation / release architecture.
• Configuration-driven deployment with staged validation and replay checks.
• Operator-facing observability (alerts, dashboards, and logs).