The information and forecasts provided by NeuralNet Project Management, including Coincident Peak Watch, are for informational purposes only and do not constitute professional energy, financial, or legal advice. Use of our services is at your own risk.
Forecasting and Predictive Models
Coincident Peak Watch uses artificial intelligence and machine learning models trained on historical PJM grid and weather data to generate probabilistic forecasts of Coincident Peak risk. While the model has demonstrated strong historical performance, including 100% recall on all known Coincident Peak days from 2015 through 2025, past performance does not guarantee future results.
Coincident Peak days are officially determined by PJM Interconnection after the conclusion of the measurement period. No forecast system, including Coincident Peak Watch, can predict them with certainty. Forecasts may be incorrect, delayed, or unavailable due to data availability, model limitations, or technical issues.
Subscribers should not rely solely on Coincident Peak Watch forecasts when making operational or financial decisions. We strongly recommend using our alerts as one input among several, including your own energy manager, utility advisor, or independent energy consultant.
No Energy or Financial Advice
Nothing on this website or in any communication from NeuralNet Project Management constitutes:
- Professional energy consulting or energy management advice
- Financial, investment, or trading advice related to energy markets or capacity charges
- Legal advice regarding your obligations under any PJM tariff, utility contract, or energy agreement
Decisions about load curtailment, energy procurement, demand response participation, or capacity charge management should be made in consultation with qualified energy professionals familiar with your specific situation, tariff structure, and regulatory obligations.
Limitation of Liability
NeuralNet Project Management, its owner, employees, and affiliates shall not be held liable for any direct, indirect, incidental, consequential, or punitive damages arising from:
- Reliance on any forecast, alert, or information provided by Coincident Peak Watch
- Missed Coincident Peak days that were not correctly forecast
- False alarm alerts that result in unnecessary load curtailment
- Service interruptions, delays, or technical failures
- Any business, operational, or financial losses incurred as a result of using or not using our services
By using our services, you expressly agree that NeuralNet Project Management's total liability to you shall not exceed the subscription fees paid in the preceding twelve months.
Data and Model Accuracy
Our forecasts are generated using weather data from the National Weather Service, historical PJM load data, and proprietary machine learning models. We make reasonable efforts to maintain data quality and model accuracy, but we cannot guarantee:
- The accuracy or completeness of weather forecast data from third-party sources
- Uninterrupted availability of data feeds or API services we depend on
- That the model will perform in future seasons as it has in historical testing
- That significant changes to PJM grid composition, weather patterns, or market structure will not affect model accuracy
Third-Party Services
NeuralNet Project Management uses third-party services including SendGrid for email delivery, the National Weather Service API for forecast data, and Gumroad for template sales. We are not responsible for the availability, accuracy, or actions of these third-party services.
Links to external websites, including Gumroad and LinkedIn, are provided for convenience only. NeuralNet Project Management does not endorse and is not responsible for the content of external sites.
Changes to This Disclaimer
We reserve the right to update this disclaimer at any time. Changes will be posted on this page with an updated date. Continued use of our services after changes are posted constitutes your acceptance of the revised disclaimer.
Contact Us
If you have questions about this disclaimer or our services, please contact us:
NeuralNet Project Management
Email: contact@neuralnetpm.com
Website: neuralnetpm.com