Tasks Involved

   1. Software Development

1. • Optimization Engine:

     • Develop machine learning (ML) models (e.g., LSTM, Random Forest) using Python PCAP-certified skills to optimize BESS charge/discharge cycles, targeting peak shaving and frequency regulation, inspired by Itron’s forecasting solutions.

     • Integrate real-time grid data (e.g., ERCOT market signals), weather APIs, and IoT inputs (battery management systems) to predict solar generation and demand, achieving <2% forecast error, per SAS benchmarks.

     • Support short-term (5 min–24 hours) and medium-term (1–7 days) optimization for utility-scale projects (10 MWh–1 GWh), as per SunGrid’s project range ().

   • Data Integration:

     • Use Infor ION (from Infor Certified Integration Specialist) to integrate with SunGrid’s ERP (e.g., Infor CloudSuite) and external systems (e.g., LG Energy Solution’s battery modules, Valard’s construction data), ensuring SOC 2 compliance.

     • Enable APIs for grid operators (e.g., ERCOT, Yukon Energy) and solar facility management, as seen in SunGrid’s Yukon project ().

   • Visualization Dashboards:

     • Build interactive dashboards using Tableau Certified Consultant skills to visualize BESS performance, solar output, and grid interactions, similar to NextEra 360’s analytics.

     • Provide reports for stakeholders, supporting PPA negotiations and regulatory compliance (e.g., decarbonization mandates).

   • Cloud Infrastructure:

     • Deploy on Google Cloud Platform (GCP) using Google Cloud Associate Cloud Engineer expertise, ensuring scalability and 99.9% uptime, aligned with SunGrid’s EPiC approach ().

     • Use Kubernetes for microservices, enhancing flexibility for SunGrid’s 100 kW–200 MW projects ().

   2. Deployment and Integration

   • Deploy software via GCP, integrating with SunGrid’s BESS (e.g., 65 MW x 130 MWh in California,) and solar facilities (1–150 MW,).

   • Configure APIs for real-time data exchange with grid operators and partners (e.g., Powin Energy, Peak Power), leveraging Infor Integration Specialist skills.

   • Conduct user acceptance testing (UAT) to validate optimization accuracy (target: 15–20% cost savings, per SunGrid’s value engineering focus,).

   3. Training and Support

   • Train SunGrid’s staff (20–30 engineers, project managers) on software usage, Tableau dashboards, and BESS optimization, using Tableau Certified Consultant methodologies.

   • Provide 24/7 helpdesk support with Zendesk Support Administrator skills, ensuring <4-hour response for critical issues, inspired by SunGrid’s O&M services ().

   • Offer biannual model updates and performance reviews to adapt to evolving grid regulations (e.g., FERC mandates,).

   4. Maintenance

   • Apply patches and updates using Google Cloud expertise, ensuring compatibility with SunGrid’s lithium-ion BESS and solar systems.

   • Monitor ML models, retraining with new grid/solar data to maintain accuracy, as recommended by UL Solutions.

   • Conduct annual compliance audits for SOC 2, GDPR (for Canadian clients), and local energy regulations.

   Deliverables

   • Customized energy storage optimization software (cloud-based, ML-driven).

   • Tableau dashboards for BESS and solar analytics (5–8 unique views).

   • Integration with SunGrid’s ERP, BESS, and grid systems (e.g., ERCOT, Yukon Energy).

   • Training materials and 3 training sessions (virtual).

   • 12 months of post-deployment support, including 24/7 helpdesk and biannual updates.

   • Documentation (user manuals, API specs, compliance reports).

   Project Timeline

   • Duration: 10 months (development: 6 months, deployment/training: 3 months, initial support: 1 month).

   • Phases:

     • Month 1: Requirements gathering, data source mapping (grid, BESS, solar).

     • Month 2–4: Software development (ML models, Tableau dashboards).

     • Month 5–6: Cloud deployment on GCP, API integration.

     • Month 7–9: UAT, training, and documentation.

     • Month 10: Go-live, initial support, and handover.

   Team Composition

   • Project Manager (1): Oversees timeline, budget, and SunGrid coordination (PMP-certified).

   • Data Scientists (2): Build ML models for BESS optimization, certified in Python PCAP.

   • Tableau Developers (2): Create dashboards, certified as Tableau Certified Consultant.

   • Cloud Engineers (2): Manage GCP deployment, certified as Google Cloud Associate Cloud Engineer.

   • Integration Specialists (2): Handle Infor ION and API integrations, certified as Infor Certified Integration Specialist.

   • Support Staff (2): Provide training and helpdesk, certified as Zendesk Support Administrator.

   • Total: 11 team members, leveraging Pakistan’s 600,000+ IT talent pool.

   •  

   Terms and Conditions

   • Payment Schedule: 25% upfront, 50% milestone-based, 25% on completion.

   • SLA: 99.9% software uptime, <4-hour response time for critical issues.

   • Compliance: SOC 2, GDPR, and US/Canadian energy regulations (e.g., FERC, ERCOT).

   • Intellectual Property: SunGrid owns software; Master1tech retains rights to reusable ML frameworks.

   • Termination: 30-day notice with payment for completed work.

   • Regulatory Compliance: Adheres to Pakistan’s SECP and CCP requirements, supporting M&A readiness.