Modular artificial intelligence-driven plasma gasification process for resource recovery
Disclosed herein are novel devices, systems, and methods for resource recovery from various feed streams, including both liquid and solid waste streams. Specifically disclosed is a plasma gasification unit and/or system operated or controlled by artificial intelligence (AI). The AI can utilize reinforcement learning (RL) processes to adjust operational parameters for maximizing efficiency and/or output. The plasma gasification unit and/or system may be modular and/or mobile, with portions sized such that they may be contained in one or more shipping containers. The plasma gasification unit and/or system may also include one or more plasma gasification chambers, and uses electrical energy to form a high temperature plasma arc that gasifies feed materials (e.g., brine, brackish water, plastics) into saleable products (e.g., hydrogen, syngas and other fuels, methanol, ammonia, urea).
1. A plasma gasification method comprising:
inputting one or more feed materials, one or more gases, and electricity into an arc plasma gasifier;
generating, by the arc plasma gasifier, a gas mixture from the one or more feed materials, the one or more gases, and the electricity;
separating at least one constituent gas of the gas mixture from one or more other constituent gases of the gas mixture; and
processing the at least one constituent gas to generate one or more products,
wherein the one or more feed materials comprises a liquid feed stream of geothermal brine.
2. The plasma gasification method of claim 1 , wherein the one or more products comprise a plurality of products, wherein the plurality of products comprise stored hydrogen gas, generated electricity, and purified water, wherein the at least one constituent gas comprises hydrogen gas, and wherein the processing the at least one constituent gas further comprises:
storing at least a portion of the hydrogen gas in a hydrogen storage unit to generate the stored hydrogen gas; and
feeding at least another portion of the hydrogen gas into a fuel cell to generate the generated electricity and the purified water.
3. The plasma gasification method of claim 1 , wherein the one or more products comprise methanol, wherein the at least one constituent gas comprises at least one of: carbon monoxide and carbon dioxide, and wherein the processing the at least one constituent gas further comprises:
synthesizing the methanol from at least one of the carbon monoxide and the carbon dioxide.
4. The plasma gasification method of claim 1 , further comprising:
converting at least a portion of flue gas from the arc plasma gasifier into methanol.
5. The plasma gasification method of claim 4 , further comprising:
converting at least another portion of the flue gas into ammonia.
6. The plasma gasification method of claim 5 , further comprising:
converting at least a portion of the ammonia into urea.
7. The plasma gasification method of claim 1 , further comprising:
removing slag from the arc plasma gasifier.
8. The plasma gasification method of claim 1 , wherein the one or more feed materials further comprises plastic waste, wherein the at least one constituent gas comprises hydrogen gas and carbon monoxide, wherein the processing the at least one constituent gas further comprises:
synthesizing methanol from at least a first portion of the carbon monoxide;
converting at least a second portion of the carbon monoxide to carbon dioxide and additional hydrogen gas;
capturing the carbon dioxide and the additional hydrogen gas; and
feeding at least one portion of the hydrogen gas and at least one portion of the additional hydrogen gas into a fuel cell to produce electricity.
9. The plasma gasification method of claim 1 , wherein the liquid feed stream of geothermal brine is untreated by a desalination process.
10. The plasma gasification method of claim 2 , further comprising:
controlling, by one or more artificial intelligence (AI) systems, operation of the arc plasma gasifier to maximize production of the hydrogen gas.