The method of removal depends on the nature of the by-products. Common techniques include: - Adsorption: Utilizing materials like activated carbon to adsorb impurities. - Filtration: Removing solid particles from liquid or gas streams. - Chemical Treatment: Adding chemicals that react with the by-products to form harmless substances.