Hybrid system and method of carbon and energy managements for green intelligent manufacturing

A hybrid system of carbon and energy management for green intelligent manufacturing, comprising:

• a manufacturing device comprising factory equipment and production equipment;
• a plurality of cyber physical agents (CPAs) communicatively connected to the manufacturing device and configured to collect a plurality of data sources, wherein the plurality of data sources comprise enterprise organization information, supervisory control and data acquisition (SCADA) information, microgrid information, environmental information and production line information, the SCADA information comes from the factory equipment, and the production line information comes from the production equipment;
• and
• a cloud platform communicatively connected to the plurality of cyber physical agents and configured to perform operations comprising:
• performing a carbon disclosure operation, the carbon disclosure operation comprising obtaining an inventory data by performing carbon inventory on the manufacturing device, and then providing the inventory data to the plurality of cyber physical agents, and generating product raw material information corresponding to a product, and the inventory data comprising a carbon emission;
• performing a carbon reduction operation, the carbon reduction operation comprising improving a manufacturing process of the product based on the product raw material information so as to reduce the carbon emission;
• performing a carbon neutrality operation, the carbon neutrality operation comprising realizing a net zero principle according to a low-carbon energy allocation method when the carbon emission is not reduced through a product process planning at a present stage, wherein the low-carbon energy allocation method comprises a carbon credit or a carbon offset;
• performing an energy consumption prediction operation, the energy consumption prediction operation comprising predicting an energy consumption of all equipment in a factory or the manufacturing device during a specific time period according to the data sources;
• performing an intelligent factory planning operation, the intelligent factory planning operation comprising planning the product process planning with a minimum cost according to the energy consumption predicted by the energy consumption prediction operation and the carbon emission of the carbon reduction operation, and optimized factory equipment parameters and an optimized production schedule planned in accordance with the product process planning;
• performing an intelligent microgrid integration operation, the intelligent microgrid integration operation comprising formulating an optimized energy distribution for a plurality of power generation equipment of the factory in accordance with the product process planning so as to dynamically dispatch an energy distribution ratio of the plurality of power generation equipment within the specific time period;
• and
• performing an net zero confirmation operation, the net zero confirmation operation comprising confirming whether the product process planning and the low-carbon energy allocation method comply with the net zero principle and generating a confirmation result, and then deciding whether to re-perform the carbon neutrality operation in accordance with the confirmation result so as to realize the net zero principle;
• wherein the cloud platform is configured to perform the operations, further comprising:
• performing a collaborative work judgment operation, the collaborative work judgment operation comprising judging whether to participate in the collaborative work of a virtual power plant and generating a judgment result, and determining to perform one of the intelligent factory planning operation and the carbon neutrality operation in accordance with the judgment result.