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Introduction of Forward AI

Site modelling and operating services

The following services can be provided separately, covering both un-established and established sites

Full lifecycle modelling servicesAI

Service Offerings

Apply artificial intelligence to optimize site capacity design, operation planning and business model

In addition to pre-planning, we can also provide post-operation rectification planning to solve the "energy storage orphan" problem

Unique advantages

Familiar with the user-side and pre-meter market planning of major energy storage markets (China, Taiwan, Japan, the United States, Australia, etc.), Provide all-round optimization design for site capacity, operation planning and business model

Based on the simulation results of energy flow for 8760 hours throughout the year, financial forecasts are calculated to ensure Reliability of income and bankability

Can be combinedLong-term solar power forecast service, effectively improveCalculation accuracy of solar energy storage case

Delivery Methods

Excel Model

PPT

Split Charge

One-time fee

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Solar power generation/load forecasting servicesAI

Service Offerings

Provides forecast data for the next 24 to 36 hours, with a maximum accuracy of 10 minutes

Providing long-term solar power generation forecasting services

Unique advantages

Highest99%Long-term solar power generation forecast accuracy

The current solar power generation forecast accuracy is as high as98%, to ensure the correctness of the control strategy optimization results

Deeply utilizing machine learning, one year after going online, can effectively reduce25%Cloudy weather forecast error

Load forecasting accuracy can be as high as99.7%, can be combined with electricity usage behavior tags to improve output accuracy

Not affected by the site location, also optimized for fixed/sun-chasing brackets

Delivery Methods

ForwardAIUser Interface

API

Split Charge

Annual subscription

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Site operation servicesAI

Service Offerings

Provide energy storage field control strategy for the next 48 hours

Update energy storage strategies in real time when encountering sudden load/weather/grid dispatch changes

Use Station controller to control devices in real time

Unique advantages

For Taiwan user-side scenarios, combined with AI prediction and optimization technology, compared with traditional EMS, it can improve30%income

The self-developed ForwardAI control architecture is the first EMS in Taiwan to pass the TUV certification report, achieving 99.83% Power control accuracy, covering all current revenue types in Taiwan

Not affected by device model, can be quickly applied to existing sites

Use in conjunction with solar power generation/load forecasting services

Delivery Methods

ForwardAIUser Interface

API

Split Charge

Annual subscription

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案場維運服務AI

Service Offerings

Analyze the equipment operating conditions in real time based on the data reported by the equipment and combined with the self-developed mathematical model

When maintenance prompts appear, provide corresponding maintenance services

Unique advantages

Self-developed energy storage reliability prediction model to prevent equipment downtime in advance and achieve the highest 99% system utilization rate

Deeply mine hardware data to provide digital insights for field operations and improve equipment operation efficiency

Delivery Methods

ForwardAIUser Interface

API

Field Service

Split Charge

Annual subscription

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