# UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
# Copyright (C) 2020, UChicago Argonne, LLC. All rights reserved.
# Released under the modified BSD license. See COPYING.md for more details.

# Function for adding variables, constraints, and objective function terms
# related to the binary commitment, startup and shutdown decisions of units
function _add_unit_commitment!(
    model::JuMP.Model,
    g::ThermalUnit,
    formulation::Formulation,
)
    if !all(g.must_run) && any(g.must_run)
        error("Partially must-run units are not currently supported")
    end
    if g.initial_power === nothing || g.initial_status === nothing
        error("Initial conditions for $(g.name) must be provided")
    end

    # Variables
    _add_startup_shutdown_vars!(model, g)
    _add_status_vars!(model, g, formulation.status_vars)

    # Constraints and objective function
    _add_min_uptime_downtime_eqs!(model, g)
    _add_startup_cost_eqs!(model, g, formulation.startup_costs)
    _add_status_eqs!(model, g, formulation.status_vars)
    _add_commitment_status_eqs!(model, g)
    return
end

# Function for adding variables, constraints, and objective function terms
# related to the continuous dispatch decisions of units
function _add_unit_dispatch!(
    model::JuMP.Model,
    g::ThermalUnit,
    formulation::Formulation,
    sc::UnitCommitmentScenario,
)

    # Variables
    _add_production_vars!(model, g, formulation.prod_vars, sc)
    _add_spinning_reserve_vars!(model, g, sc)
    _add_flexiramp_reserve_vars!(model, g, sc)

    # Constraints and objective function
    _add_net_injection_eqs!(model, g, sc)
    # [1]
    # _add_production_limit_eqs!(model, g, formulation.prod_vars, sc)
    # [1]
    _add_production_limit_eqs!(model, g, formulation.prod_vars, formulation.power_trajectories, sc)
    _add_production_piecewise_linear_eqs!(
        model,
        g,
        formulation.prod_vars,
        formulation.pwl_costs,
        formulation.status_vars,
        sc,
    )
    _add_ramp_eqs!(
        model,
        g,
        formulation.prod_vars,
        formulation.ramping,
        formulation.status_vars,
        sc,
    )
    _add_power_trajectory_eqs!(
        model,
        g, 
        formulation.prod_vars, 
        formulation.power_trajectories, 
        formulation.status_vars, 
        sc,
    )
    _add_startup_shutdown_limit_eqs!(model, g, sc)
    return
end

_is_initially_on(g::ThermalUnit)::Float64 = (g.initial_status > 0 ? 1.0 : 0.0)

function _add_spinning_reserve_vars!(
    model::JuMP.Model,
    g::ThermalUnit,
    sc::UnitCommitmentScenario,
)::Nothing
    reserve = _init(model, :reserve)
    reserve_shortfall = _init(model, :reserve_shortfall)
    for r in g.reserves
        r.type == "spinning" || continue
        for t in 1:model[:instance].time
            reserve[sc.name, r.name, g.name, t] =
                @variable(model, lower_bound = 0, base_name =  "reserve_$(sc.name)_$(r.name)_$(g.name)_$(t)")
            if (sc.name, r.name, t) ∉ keys(reserve_shortfall)
                reserve_shortfall[sc.name, r.name, t] =
                    @variable(model, lower_bound = 0, base_name =  "reserve_shortfall_$(sc.name)_$(r.name)_$(t)")
                if r.shortfall_penalty < 0
                    set_upper_bound(reserve_shortfall[sc.name, r.name, t], 0.0)
                end
            end
        end
    end
    return
end

function _add_flexiramp_reserve_vars!(
    model::JuMP.Model,
    g::ThermalUnit,
    sc::UnitCommitmentScenario,
)::Nothing
    upflexiramp = _init(model, :upflexiramp)
    upflexiramp_shortfall = _init(model, :upflexiramp_shortfall)
    mfg = _init(model, :mfg)
    dwflexiramp = _init(model, :dwflexiramp)
    dwflexiramp_shortfall = _init(model, :dwflexiramp_shortfall)
    for t in 1:model[:instance].time
        # maximum feasible generation, \bar{g_{its}} in Wang & Hobbs (2016)
        mfg[sc.name, g.name, t] = @variable(model, lower_bound = 0, base_name =  "mfg_$(sc.name)_$(g.name)_$(t)")
        for r in g.reserves
            r.type == "flexiramp" || continue
            upflexiramp[sc.name, r.name, g.name, t] = @variable(model) # up-flexiramp, ur_{it} in Wang & Hobbs (2016)
            dwflexiramp[sc.name, r.name, g.name, t] = @variable(model) # down-flexiramp, dr_{it} in Wang & Hobbs (2016)
            if (sc.name, r.name, t) ∉ keys(upflexiramp_shortfall)
                upflexiramp_shortfall[sc.name, r.name, t] =
                    @variable(model, lower_bound = 0, base_name =  "upflexiramp_shortfall_$(sc.name)_$(r.name)_$(t)")
                dwflexiramp_shortfall[sc.name, r.name, t] =
                    @variable(model, lower_bound = 0, base_name =  "dwflexiramp_shortfall_$(sc.name)_$(r.name)_$(t)")
                if r.shortfall_penalty < 0
                    set_upper_bound(
                        upflexiramp_shortfall[sc.name, r.name, t],
                        0.0,
                    )
                    set_upper_bound(
                        dwflexiramp_shortfall[sc.name, r.name, t],
                        0.0,
                    )
                end
            end
        end
    end
    return
end

function _add_startup_shutdown_vars!(model::JuMP.Model, g::ThermalUnit)::Nothing
    startup = _init(model, :startup)
    for t in 1:model[:instance].time
        for s in 1:length(g.startup_categories)
            startup[g.name, t, s] = @variable(model, binary = true, base_name =  "startup_$(g.name)_$(t)_$(s)")
        end
    end
    return
end

function _add_startup_shutdown_limit_eqs!(
    model::JuMP.Model,
    g::ThermalUnit,
    sc::UnitCommitmentScenario,
)::Nothing
    eq_shutdown_limit = _init(model, :eq_shutdown_limit)
    eq_startup_limit = _init(model, :eq_startup_limit)
    is_on = model[:is_on]
    prod_above = model[:prod_above]
    reserve = _total_reserves(model, g, sc)
    switch_off = model[:switch_off]
    switch_on = model[:switch_on]
    T = model[:instance].time
    for t in 1:T
        # Startup limit
        eq_startup_limit[sc.name, g.name, t] = @constraint(
            model,
            prod_above[sc.name, g.name, t] + reserve[t] <=
            (g.max_power[t] - g.min_power[t]) * is_on[g.name, t] -
            max(0, g.max_power[t] - g.startup_limit) * switch_on[g.name, t]
        )
        # Shutdown limit
        if g.initial_power > g.shutdown_limit
            eq_shutdown_limit[sc.name, g.name, 0] =
                @constraint(model, switch_off[g.name, 1] <= 0)
        end
        if t < T
            eq_shutdown_limit[sc.name, g.name, t] = @constraint(
                model,
                prod_above[sc.name, g.name, t] <=
                (g.max_power[t] - g.min_power[t]) * is_on[g.name, t] -
                max(0, g.max_power[t] - g.shutdown_limit) *
                switch_off[g.name, t+1]
            )
        end
    end
    return
end

function _add_ramp_eqs!(
    model::JuMP.Model,
    g::ThermalUnit,
    formulation::RampingFormulation,
    sc::UnitCommitmentScenario,
)::Nothing
    prod_above = model[:prod_above]
    reserve = _total_reserves(model, g, sc)
    eq_ramp_up = _init(model, :eq_ramp_up)
    eq_ramp_down = _init(model, :eq_ramp_down)
    for t in 1:model[:instance].time
        # Ramp up limit 
        if t == 1
            if _is_initially_on(g) == 1
                eq_ramp_up[sc.name, g.name, t] = @constraint(
                    model,
                    prod_above[sc.name, g.name, t] + reserve[t] <=
                    (g.initial_power - g.min_power[t]) + g.ramp_up_limit
                )
            end
        else
            eq_ramp_up[sc.name, g.name, t] = @constraint(
                model,
                prod_above[sc.name, g.name, t] + reserve[t] <=
                prod_above[sc.name, g.name, t-1] + g.ramp_up_limit
            )
        end

        # Ramp down limit
        if t == 1
            if _is_initially_on(g) == 1
                eq_ramp_down[sc.name, g.name, t] = @constraint(
                    model,
                    prod_above[sc.name, g.name, t] >=
                    (g.initial_power - g.min_power[t]) - g.ramp_down_limit
                )
            end
        else
            eq_ramp_down[sc.name, g.name, t] = @constraint(
                model,
                prod_above[sc.name, g.name, t] >=
                prod_above[sc.name, g.name, t-1] - g.ramp_down_limit
            )
        end
    end
end

function _add_power_trajectory_eqs!(
    model::JuMP.Model,
    g::ThermalUnit,
    formulation_prod_vars::ProductionVarsFormulation,
    formulation_power_trajectories::Nothing,
    formulation_status_vars::StatusVarsFormulation,
    sc::UnitCommitmentScenario,
)::Nothing
    return
end

function _add_power_trajectory_eqs!(
    model::JuMP.Model,
    g::ThermalUnit,
    formulation_prod_vars::ProductionVarsFormulation,
    formulation_power_trajectories::PowerTrajectoriesFormulation,
    formulation_status_vars::StatusVarsFormulation,
    sc::UnitCommitmentScenario,
)::Nothing
    T = model[:instance].time
    prod_above = model[:prod_above]       
    is_on = model[:is_on]        
    switch_on = model[:switch_on]
    switch_off = model[:switch_off]

    eq_traj_lower_startup = _init(model, :eq_traj_lower_startup)
    eq_traj_lower_shutdown = _init(model, :eq_traj_lower_shutdown)
    eq_traj_upper_startup = _init(model, :eq_traj_upper_startup)
    eq_traj_upper_shutdown = _init(model, :eq_traj_upper_shutdown)
    eq_traj_ramp_up = _init(model, :eq_traj_ramp_up)
    eq_traj_ramp_down = _init(model, :eq_traj_ramp_down)

    UD = hasproperty(g, :startup_curve) ? length(g.startup_curve) : 0
    DD = hasproperty(g, :shutdown_curve) ? length(g.shutdown_curve) : 0
    P_U = hasproperty(g, :startup_curve) ? g.startup_curve : zeros(UD)
    P_D = hasproperty(g, :shutdown_curve) ? g.shutdown_curve : zeros(DD)

    for t in 1:T
        set_lower_bound(prod_above[sc.name, g.name, t], -g.min_power[t])
    end

    for t in 1:T
        # sum_{i=1}^{UD} y(k-i+1)
        sum_y_UD = @expression(model, sum(switch_on[g.name, t-i+1] for i in 1:UD if t-i+1 >= 1; init=0))
        # sum_{i=1}^{DD} z(k+i)
        sum_z_DD = @expression(model, sum(switch_off[g.name, t+i] for i in 1:DD if t+i <= T; init=0))
        
        # [v(k) - sum_z - sum_y]
        base_status_term = @expression(model, is_on[g.name, t] - sum_z_DD - sum_y_UD)

        # [1] & [2]
        start_power_above = @expression(model, sum((P_U[i] - g.min_power[t]) * switch_on[g.name, t-i+1] for i in 1:UD if t-i+1 >= 1; init=0))
        shut_power_above = @expression(model, sum((P_D[i] - g.min_power[t]) * switch_off[g.name, t+DD-i+1] for i in 1:DD if t+DD-i+1 >= 1 && t+DD-i+1 <= T; init=0))

        eq_traj_lower_startup[sc.name, g.name, t] = @constraint(
            model,
            prod_above[sc.name, g.name, t] >= 
            start_power_above - g.min_power[t] * sum_z_DD
        )
        eq_traj_lower_shutdown[sc.name, g.name, t] = @constraint(
            model,
            prod_above[sc.name, g.name, t] >= 
            shut_power_above - g.min_power[t] * sum_y_UD
        )

        # [3] 
        eq_traj_upper_startup[sc.name, g.name, t] = @constraint(
            model,
            prod_above[sc.name, g.name, t] <= 
            start_power_above + (g.max_power[t] - g.min_power[t]) * (is_on[g.name, t] - sum_y_UD)
        )

        # [4]
        eq_traj_upper_shutdown[sc.name, g.name, t] = @constraint(
            model,
            prod_above[sc.name, g.name, t] <= 
            shut_power_above + (g.max_power[t] - g.min_power[t]) * (is_on[g.name, t] - sum_z_DD)
        )

        # [5,6]
        if t == 1
            eq_traj_ramp_up[sc.name, g.name, t] = @constraint(
                model,
                prod_above[sc.name, g.name, t] - (g.initial_power - g.min_power[t]) <= 
                g.max_power[t] * sum_y_UD + g.ramp_up_limit * (is_on[g.name, t] - sum_y_UD)
            )
            
            # z(k+i-1)
            sum_z_DD_prev = @expression(model, sum(switch_off[g.name, t+i-1] for i in 1:DD if t+i-1 <= T && t+i-1 >= 1; init=0))
            eq_traj_ramp_down[sc.name, g.name, t] = @constraint(
                model,
                (g.initial_power - g.min_power[t]) - prod_above[sc.name, g.name, t] <= 
                g.max_power[t] * sum_z_DD_prev + g.ramp_down_limit * (_is_initially_on(g) - sum_z_DD_prev)
            )
        else
            eq_traj_ramp_up[sc.name, g.name, t] = @constraint(
                model,
                prod_above[sc.name, g.name, t] - prod_above[sc.name, g.name, t-1] <= 
                g.max_power[t] * sum_y_UD + g.ramp_up_limit * (is_on[g.name, t] - sum_y_UD)
            )
            
            sum_z_DD_prev = @expression(model, sum(switch_off[g.name, t+i-1] for i in 1:DD if t+i-1 <= T && t+i-1 >= 1; init=0))
            eq_traj_ramp_down[sc.name, g.name, t] = @constraint(
                model,
                prod_above[sc.name, g.name, t-1] - prod_above[sc.name, g.name, t] <= 
                g.max_power[t] * sum_z_DD_prev + g.ramp_down_limit * (is_on[g.name, t-1] - sum_z_DD_prev)
            )
        end
    end
    return
end

function _add_min_uptime_downtime_eqs!(
    model::JuMP.Model,
    g::ThermalUnit,
)::Nothing
    is_on = model[:is_on]
    switch_off = model[:switch_off]
    switch_on = model[:switch_on]
    eq_min_uptime = _init(model, :eq_min_uptime)
    eq_min_downtime = _init(model, :eq_min_downtime)
    T = model[:instance].time
    for t in 1:T
        # Minimum up-time
        eq_min_uptime[g.name, t] = @constraint(
            model,
            sum(switch_on[g.name, i] for i in (t-g.min_uptime+1):t if i >= 1) <= is_on[g.name, t]
        )
        # Minimum down-time
        eq_min_downtime[g.name, t] = @constraint(
            model,
            sum(
                switch_off[g.name, i] for i in (t-g.min_downtime+1):t if i >= 1
            ) <= 1 - is_on[g.name, t]
        )
        # Minimum up/down-time for initial periods
        if t == 1
            if g.initial_status > 0
                eq_min_uptime[g.name, 0] = @constraint(
                    model,
                    sum(
                        switch_off[g.name, i] for
                        i in 1:(g.min_uptime-g.initial_status) if i <= T
                    ) == 0
                )
            else
                eq_min_downtime[g.name, 0] = @constraint(
                    model,
                    sum(
                        switch_on[g.name, i] for
                        i in 1:(g.min_downtime+g.initial_status) if i <= T
                    ) == 0
                )
            end
        end
    end
end

function _add_commitment_status_eqs!(model::JuMP.Model, g::ThermalUnit)::Nothing
    is_on = model[:is_on]
    T = model[:instance].time
    eq_commitment_status = _init(model, :eq_commitment_status)
    for t in 1:T
        if g.commitment_status[t] !== nothing
            eq_commitment_status[g.name, t] = @constraint(
                model,
                is_on[g.name, t] == (g.commitment_status[t] ? 1.0 : 0.0)
            )
        end
    end
    return
end

function _add_net_injection_eqs!(
    model::JuMP.Model,
    g::ThermalUnit,
    sc::UnitCommitmentScenario,
)::Nothing
    expr_net_injection = model[:expr_net_injection]
    for t in 1:model[:instance].time
        # Add to net injection expression
        add_to_expression!(
            expr_net_injection[sc.name, g.bus.name, t],
            model[:prod_above][sc.name, g.name, t],
            1.0,
        )
        add_to_expression!(
            expr_net_injection[sc.name, g.bus.name, t],
            model[:is_on][g.name, t],
            g.min_power[t],
        )
    end
end

function _total_reserves(model, g, sc)::Vector
    T = model[:instance].time
    reserve = [0.0 for _ in 1:T]
    spinning_reserves = [r for r in g.reserves if r.type == "spinning"]
    if !isempty(spinning_reserves)
        reserve += [
            sum(
                model[:reserve][sc.name, r.name, g.name, t] for
                r in spinning_reserves
            ) for t in 1:model[:instance].time
        ]
    end
    return reserve
end

function _actual_power(
    model::JuMP.Model,
    g::ThermalUnit,
    sc::UnitCommitmentScenario,
    t::Int,
)::AffExpr
    prod_above = model[:prod_above]
    is_on = model[:is_on]
    return prod_above[sc.name, g.name, t] + g.min_power[t] * is_on[g.name, t]
end

function _in_startup_process(
    model::JuMP.Model,
    g::ThermalUnit,
    t::Int,
)::AffExpr
    switch_on = model[:switch_on]
    UD = length(g.startup_curve)
    T = model[:instance].time
    return sum(
        switch_on[g.name, t - i + 1]
        for i in 1:UD if (t - i + 1) >= 1;
        init = AffExpr(0.0),
    )
end

function _in_shutdown_process(
    model::JuMP.Model,
    g::ThermalUnit,
    t::Int,
)::AffExpr
    switch_off = model[:switch_off]
    DD = length(g.shutdown_curve)
    T = model[:instance].time
    return sum(
        switch_off[g.name, t + i]
        for i in 1:DD if (t + i) <= T;
        init = AffExpr(0.0),
    )
end