Freshwater is one of the resources on which all life depends. However, with the development of society and the improvement of people’s living standards, various industrial, agricultural and living activities of human beings have caused an increasingly serious problem of water pollution, which has aroused considerable concern [
1]. Water pollution has become one of the most urgent problems to be solved [
2]. The wastewater from tanneries, dye plants, oil and gas industries, thermal power facilities and other industries often contains more than one pollutant, resulting in a complex wastewater system that contains emulsified oils, heavy metal ions, dyes and so on [
3–
5]. Oil pollution in water is concentrated on the water surface, which usually bring catastrophic impacts to the growth of water organisms and even the ecological environment of water [
6,
7]. Heavy metal ion pollution has posed a serious threat to human health due to the carcinogenicity, enrichment, high toxicity and difficulty in degradation of metal ions [
8]. Dye is another nasty pollution in water and the remediation cost is usually high [
9]. At present, there are a large number of reports on the treatment of the above three pollutants.