Taypro Insights
Independent research for solar cleaning decisions at MW scale
Vendor brochures promise everything. Our reports dig into what actually matters when you specify, contract, and operate robotic cleaning on utility-scale plants in India.
First report publishing soon
Our inaugural edition on vendor evaluation is in final review. The questions and decision areas above show what each report covers.
Cleaning is an O&M decision, not a line item
At 50–500 MW, how you clean panels affects generation, water use, labour cost, module warranty risk, and whether your O&M contractor can prove they did the work. Most vendor content is sales collateral. Generic blog posts skip the numbers procurement committees need.
Taypro Insights publishes focused research on the questions asset owners and O&M leads actually face, grounded in live industry data, regional soiling context, and the economics of robotic vs manual cleaning in India’s dust belts.
Questions our reports help you answer
- When does robotic dry cleaning beat manual crews on TCO, and what proof should an RFP require?
- How do you evaluate waterless cleaning claims in Rajasthan and Gujarat without risking module coatings?
- Should you buy robots (CAPEX), contract managed Opex, or run a hybrid fleet, and who owns uptime risk?
- What fleet software and audit trails do you need before accepting a cleaning invoice at 100 MW+?
- How often should you clean given local soiling, and when does passive yield loss exceed cleaning spend?
- What red flags show up in vendor specs, AMC contracts, and field deployments during technical diligence?
Decision areas we research
Each edition goes deep on one of these topics. Browse past reports below as they publish.
Robotic vs Manual Solar Cleaning at Utility Scale in India
Deep research on when robotic dry cleaning beats manual crews at 10–500 MW plants, labour economics, water use, fleet telemetry, and procurement proof.
Waterless Solar Cleaning in India: Procurement & Performance
How IPPs specify, pilot, and contract waterless robotic cleaning, dust removal claims, AR coating safety, and regional soiling windows.
Single-Axis Tracker Cleaning in India: Operations & Economics
Field-level factors for robotic cleaning on single-axis tracker plants, path validation, block-level PR, and commercial models.
CAPEX Robots vs Managed Opex Cleaning: IPP Decision Guide
When to capitalize cleaning robots vs contract pay-per-clean Opex: TCO bands, audit trails, and who bears uptime risk.
Soiling Loss & Cleaning Economics on Indian Utility-Scale Solar
Research framework for soiling-related generation loss, optimal cleaning frequency, and when passive loss exceeds cleaning budget.
Evaluating Solar Cleaning Robot Vendors in India
Structured vendor diligence for robotic cleaning at MW scale, proof requirements, red flags, and contract clauses.
Dust-Belt Solar O&M: Cleaning Strategy for Rajasthan & Gujarat
Regional deep dive on soiling regimes and cleaning operations in India’s highest-insolation, highest-dust corridors.
Robot AMC vs Managed Opex: Hidden Costs & SLAs in India
Compare robot AMC, CAPEX ownership, and fully managed Opex: what contracts actually cover after year one.
Fleet Software & Cleaning Audit Trails for Utility-Scale Solar
Why fleet telemetry is non-negotiable at MW scale, data fields IPPs should require before accepting cleaning invoices.
Module Safety & Cleaning Methods: AR Coatings, Bifacial & Warranties
Research on cleaning-induced module risk, what module makers allow, and how vendors should prove compatibility.
Cleaning Operations on Solar–Wind Hybrid & Multi-Block Plants
Operational models for non-uniform plants, when full automatic fleets vs semi-automatic HELYX-class tools win.
Performance Ratio, CEA Expectations & Cleaning Accountability
How cleaning ties to PR reporting, lender diligence, and accountability when generation underperforms.
Tools to use alongside this research
ROI calculator
Model CAPEX vs Opex cleaning economics for your plant size and tariff.
Robot vs manual cleaning
Side-by-side comparison of labour, water, coverage, and auditability.
Test methodology
How Taypro defines cleaning performance, use this to evaluate any vendor’s claims.
CAPEX vs Opex guide
Commercial models for owning robots vs contracting cleaning as a service.
Discuss cleaning strategy for your plant
Share your MW capacity, tracker layout, and soiling profile, we’ll help you stress-test vendor options against real field constraints.