Dynamic demand

Hitachi Selected as System Vendor for Demand Response Demonstration Project for the Optimization of Thai Power Supply and Demand Balance

Retrieved on: 
Friday, May 28, 2021
Electric power, Electric power distribution, Energy, Emerging technologies, Articles, Electric power transmission systems, Smart grid, Demand response, Electrical grid, Smart grid policy in the United States, Dynamic demand

The project aims for system design and implementation to optimize power supply and demand balance in accordance with the comprehensive energy policy plan, Smart Grid Development Master Plan(3) that is led by the Thai government.

Key Points: 
  • The project aims for system design and implementation to optimize power supply and demand balance in accordance with the comprehensive energy policy plan, Smart Grid Development Master Plan(3) that is led by the Thai government.
  • Then, it is expected to increase the importance of measures to stabilize systems that maintain the demand and supply balance.
  • (2) DRMS (demand response management system): a system that manages the issuance of demand responses.
  • (4) Smart grid: Advanced power grid that matches power demand and power supply in real time by using IT and control technology.

Samya.ai Introduces AI-Based System to Boost CPG Companies' Demand Anticipation, Forecasting

Retrieved on: 
Wednesday, July 22, 2020
Supply chain management, Statistical forecasting, Demand, Economy, Demand forecasting, Forecasting, Business, Mean absolute percentage error, Dynamic demand, CPG, Articles

This next-generation AI system allows enterprise demand planners to anticipate risks and opportunities in time to act and recover potential revenue.

Key Points: 
  • This next-generation AI system allows enterprise demand planners to anticipate risks and opportunities in time to act and recover potential revenue.
  • Its demand anticipation engine equips demand planners and supply chain leaders to beat MAPE (mean absolute percent error) and bias metrics that plague the CPG industry today.
  • For demand planners, Dynamic Demand.ai addresses challenges such as:
    "Dynamic Demand.ai goes far beyond any demand forecasting and planning solution that exists today," said Deepinder Dhingra, co-founder and CPO/COO.
  • We enable CPG companies to recapture the 2 to 2.5 percent of potential revenue they are losing due to poor demand anticipation."

Samya.ai Introduces AI-Based System to Boost CPG Companies' Demand Anticipation, Forecasting

Retrieved on: 
Wednesday, July 22, 2020
Supply chain management, Statistical forecasting, Demand, Economy, Demand forecasting, Forecasting, Business, Mean absolute percentage error, Dynamic demand, CPG, Articles

This next-generation AI system allows enterprise demand planners to anticipate risks and opportunities in time to act and recover potential revenue.

Key Points: 
  • This next-generation AI system allows enterprise demand planners to anticipate risks and opportunities in time to act and recover potential revenue.
  • Its demand anticipation engine equips demand planners and supply chain leaders to beat MAPE (mean absolute percent error) and bias metrics that plague the CPG industry today.
  • For demand planners, Dynamic Demand.ai addresses challenges such as:
    "Dynamic Demand.ai goes far beyond any demand forecasting and planning solution that exists today," said Deepinder Dhingra, co-founder and CPO/COO.
  • We enable CPG companies to recapture the 2 to 2.5 percent of potential revenue they are losing due to poor demand anticipation."