| module Modify |
|
|
| using JSON |
| using CodecZlib |
|
|
| export add_trajectory_curves_to_source_data, modify_min_uptime_in_source_data |
|
|
| function read_json_maybe_gz(path::String) |
| open(path) do io |
| if endswith(path, ".gz") |
| decompressor = GzipDecompressorStream(io) |
| return JSON.parse(decompressor) |
| end |
| return JSON.parse(io) |
| end |
| end |
|
|
| function write_json_pretty(path::String, json_data) |
| open(path, "w") do f |
| JSON.print(f, json_data, 4) |
| end |
| end |
|
|
| normalize_top_ratio(top_pct::Float64) = clamp(top_pct <= 1.0 ? top_pct : (top_pct / 100.0), 0.0, 1.0) |
|
|
| function get_eligible_thermal_units(generators)::Vector{String} |
| return filter( |
| u -> haskey(generators[u], "Minimum uptime (h)") && |
| haskey(generators[u], "Production cost curve (MW)"), |
| collect(keys(generators)), |
| ) |
| end |
|
|
| function build_unit_metric_dicts(generators, unit_names::Vector{String}) |
| uptime_dict = Dict{String, Float64}() |
| pmax_dict = Dict{String, Float64}() |
| pmin_dict = Dict{String, Float64}() |
|
|
| for u in unit_names |
| curve_mw = generators[u]["Production cost curve (MW)"] |
| uptime_dict[u] = Float64(get(generators[u], "Minimum uptime (h)", 0.0)) |
| pmin_dict[u] = Float64(curve_mw[1]) |
| pmax_dict[u] = Float64(curve_mw[end]) |
| end |
| return uptime_dict, pmax_dict, pmin_dict |
| end |
|
|
| function sort_by_uptime_then_pmax(unit_names::Vector{String}, uptime_dict, pmax_dict) |
| return sort(copy(unit_names), by = u -> (uptime_dict[u], pmax_dict[u]), rev = true) |
| end |
|
|
| function sort_by_pmax_then_uptime(unit_names::Vector{String}, uptime_dict, pmax_dict) |
| return sort(copy(unit_names), by = u -> (pmax_dict[u], uptime_dict[u]), rev = true) |
| end |
|
|
| function top_set(sorted_units::Vector{String}, ratio::Float64) |
| n_total = length(sorted_units) |
| n_total == 0 && return Set{String}() |
| n_top = max(1, ceil(Int, n_total * ratio)) |
| return Set(sorted_units[1:n_top]) |
| end |
|
|
| function build_four_categories(unit_order::Vector{String}, uptime_sorted::Vector{String}, pmax_sorted::Vector{String}) |
| top_uptime_10 = top_set(uptime_sorted, 0.10) |
| top_uptime_20 = top_set(uptime_sorted, 0.20) |
| top_uptime_50 = top_set(uptime_sorted, 0.50) |
|
|
| top_pmax_10 = top_set(pmax_sorted, 0.10) |
| top_pmax_20 = top_set(pmax_sorted, 0.20) |
| top_pmax_50 = top_set(pmax_sorted, 0.50) |
|
|
| cat1_set = intersect(top_uptime_10, top_pmax_10) |
| cat2_set = setdiff(intersect(top_uptime_20, top_pmax_20), cat1_set) |
| cat3_set = setdiff(intersect(top_uptime_50, top_pmax_50), union(cat1_set, cat2_set)) |
| cat4_set = setdiff(Set(unit_order), union(cat1_set, cat2_set, cat3_set)) |
|
|
| category1 = [u for u in unit_order if u in cat1_set] |
| category2 = [u for u in unit_order if u in cat2_set] |
| category3 = [u for u in unit_order if u in cat3_set] |
| category4 = [u for u in unit_order if u in cat4_set] |
|
|
| return category1, category2, category3, category4 |
| end |
|
|
| function add_trajectory_curves_to_source_data( |
| json_path::String; |
| top_pct::Float64 = 10.0, |
| output_path::String = replace(json_path, ".json" => "-part1.json"), |
| ) |
| json_data = read_json_maybe_gz(json_path) |
|
|
| generators = json_data["Generators"] |
| thermal_names = get_eligible_thermal_units(generators) |
| n_total = length(thermal_names) |
|
|
| n_total == 0 && begin |
| println("── Part 1: 未发现可处理机组,直接写出原始数据 ──") |
| write_json_pretty(output_path, json_data) |
| return output_path |
| end |
|
|
| uptime_dict, pmax_dict, pmin_dict = build_unit_metric_dicts(generators, thermal_names) |
|
|
| top_ratio = normalize_top_ratio(top_pct) |
| top_count = min(n_total, max(1, ceil(Int, n_total * top_ratio))) |
| threshold = 10.0 |
|
|
| println("── Part 1: 筛选与约束添加 ──") |
| println(" 热机组总数: $n_total") |
| println(" Top X% 参数: $top_pct (Top 数量: $top_count)") |
| println(" Pmax 下界阈值 (Threshold): $threshold") |
|
|
| uptime_sorted = sort_by_uptime_then_pmax(thermal_names, uptime_dict, pmax_dict) |
| pmax_sorted = sort_by_pmax_then_uptime(thermal_names, uptime_dict, pmax_dict) |
|
|
| top_uptime_set = Set(uptime_sorted[1:top_count]) |
| top_pmax_set = Set(pmax_sorted[1:top_count]) |
|
|
| qualified_units = String[] |
| disqualified_units = String[] |
|
|
| for u in uptime_sorted |
| if (u in top_uptime_set) && (u in top_pmax_set) && (pmax_dict[u] > threshold) |
| push!(qualified_units, u) |
| else |
| push!(disqualified_units, u) |
| end |
| end |
|
|
| reordered_units = vcat(qualified_units, disqualified_units) |
|
|
| println("\n── 选中并添加轨迹的机组名单 (交集且 Pmax > $threshold) ──") |
| for u in qualified_units |
| uptime = uptime_dict[u] |
| pmax = pmax_dict[u] |
| pmin = pmin_dict[u] |
|
|
| generators[u]["Startup curve (MW)"] = [pmin / 2.0, pmin] |
| generators[u]["Shutdown curve (MW)"] = [pmin, pmin / 2.0] |
|
|
| println(" [写入轨迹] $(rpad(u,10)) Uptime=$uptime Pmax=$(round(pmax, digits=2)) Pmin=$(round(pmin, digits=2))") |
| end |
|
|
| println("\n── 未满足筛选条件的机组 (展示前几位) ──") |
| for u in disqualified_units[1:min(5, length(disqualified_units))] |
| uptime = uptime_dict[u] |
| pmax = pmax_dict[u] |
| in_top_uptime = u in top_uptime_set |
| in_top_pmax = u in top_pmax_set |
| println(" [未入选] $(rpad(u,10)) Uptime=$uptime Pmax=$(round(pmax, digits=2)) TopUptime=$in_top_uptime TopPmax=$in_top_pmax") |
| end |
|
|
| json_data["_sorted_thermal_units"] = reordered_units |
|
|
| write_json_pretty(output_path, json_data) |
| println("\nPart 1 完成 → 输出保存至: $output_path") |
|
|
| return output_path |
| end |
|
|
| function modify_min_uptime_in_source_data( |
| json_v1_path::String; |
| output_path::String = replace(json_v1_path, "-part1.json" => "-part2.json"), |
| ) |
| json_data = read_json_maybe_gz(json_v1_path) |
| generators = json_data["Generators"] |
|
|
| sorted_units = get_eligible_thermal_units(generators) |
| n_total = length(sorted_units) |
|
|
| n_total == 0 && begin |
| println("── Part 2: 未发现可处理机组,直接写出原始数据 ──") |
| if haskey(json_data, "_sorted_thermal_units") |
| delete!(json_data, "_sorted_thermal_units") |
| end |
| write_json_pretty(output_path, json_data) |
| return output_path |
| end |
|
|
| uptime_dict, pmax_dict, _ = build_unit_metric_dicts(generators, sorted_units) |
| uptime_sorted = sort_by_uptime_then_pmax(sorted_units, uptime_dict, pmax_dict) |
| pmax_sorted = sort_by_pmax_then_uptime(sorted_units, uptime_dict, pmax_dict) |
|
|
| category1, category2, category3, category4 = |
| build_four_categories(uptime_sorted, uptime_sorted, pmax_sorted) |
|
|
| println("\n── Part 2: Uptime / Downtime 分类修改 ──") |
| println(" 机组总数: $n_total") |
| println(" Category 1 (top10%∩top10%): $(length(category1))") |
| println(" Category 2 (top20%∩top20% \\ cat1): $(length(category2))") |
| println(" Category 3 (top50%∩top50% \\ cat1,2): $(length(category3))") |
| println(" Category 4 (remaining): $(length(category4))") |
|
|
| modified_cat1 = String[] |
| modified_cat2 = String[] |
| modified_cat3 = String[] |
|
|
| function apply_uptime_downtime_multipliers!(u::String, up_mult::Int, down_mult::Int, tag::String) |
| old_up = get(generators[u], "Minimum uptime (h)", nothing) |
| old_down = get(generators[u], "Minimum downtime (h)", nothing) |
|
|
| if old_up !== nothing |
| generators[u]["Minimum uptime (h)"] = old_up * up_mult |
| end |
| if old_down !== nothing |
| generators[u]["Minimum downtime (h)"] = old_down * down_mult |
| end |
|
|
| println("[$tag] $u uptime: $old_up → $(get(generators[u], "Minimum uptime (h)", old_up)) downtime: $old_down → $(get(generators[u], "Minimum downtime (h)", old_down))") |
| end |
|
|
| for u in category1 |
| apply_uptime_downtime_multipliers!(u, 4, 3, "Category 1") |
| push!(modified_cat1, u) |
| end |
|
|
| for u in category2 |
| apply_uptime_downtime_multipliers!(u, 3, 2, "Category 2") |
| push!(modified_cat2, u) |
| end |
|
|
| for u in category3 |
| apply_uptime_downtime_multipliers!(u, 2, 2, "Category 3") |
| push!(modified_cat3, u) |
| end |
|
|
| if haskey(json_data, "_sorted_thermal_units") |
| delete!(json_data, "_sorted_thermal_units") |
| end |
|
|
| write_json_pretty(output_path, json_data) |
|
|
| println("\nPart 2 完成 → 输出保存至: $output_path") |
| println(" Category 1 已修改 (uptime×4, downtime×3): $(length(modified_cat1)) 个") |
| println(" Category 2 已修改 (uptime×3, downtime×2): $(length(modified_cat2)) 个") |
| println(" Category 3 已修改 (uptime×2, downtime×2): $(length(modified_cat3)) 个") |
| println(" Category 4 未修改: $(length(category4)) 个") |
|
|
| return output_path |
| end |
|
|
| end |
|
|